This ATS system is only a demo of my automated job search and scoring pipeline — it only evaluates me.
Anti-ATS Evaluatorv1.3
Automated ATS analysis and scoring system.
8383 jobs evaluated
35
Gerente de projetos
[EA] HUSTLERS.BR
São Paulo, São Paulo, Brazil
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POOR MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[G2.5 Flash] The candidate demonstrates exceptional, transferable project management, strategic leadership, and communication skills across complex technical domains. While lacking direct experience in event management or creative agencies, his proven ability to rapidly learn and deliver sophisticated systems significantly mitigates this domain gap.
**Critical Gaps:**
- Project management experience within the events or creative industry domain.
**Strengths:**
- Exceptional transferable project management, leadership, and strategic planning across complex initiatives.
- Proven rapid self-learner and builder, demonstrating high adaptability and a strong delivery mindset.
- Extensive experience in governance, risk management, executive reporting, and stakeholder communication.
**Missing Required:** Direct experience collaborating with 'Produção Executiva' in a large-scale event context.
Missing:
Event Management, Creative Agency Experience, Executive Production (Events)
#4352751536 · 01-12-26 22:49
62
Firmware Quality Assurance Analyst
TRACTIAN 𝗕𝗥
São Paulo, São Paulo, Brazil
View
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GOOD MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[Copilot: gpt-5-mini] Strong systems, data-analysis and automation background with a relevant Mechatronics degree and demonstrated product/system delivery; however, the resume lacks explicit hands-on firmware/electronics lab experience and clear C/MATLAB firmware development evidence required for a Firmware QA role. Fast learner and demonstrated inferenceable skills (Python, testing automation, CI mindset) mitigate gaps but do not fully replace hands-on embedded testing experience.
**Strengths:**
- Relevant engineering degree (Mechatronics/Robotics) aligning with hardware/embedded domain
- Proven automation and data-driven systems delivery (procurement automation, reporting, trading systems)
- Fast learner with history of self-teaching complex technical domains (quant systems, system delivery, MIT MicroMasters)
**Missing Required:** C programming, MATLAB, Hands-on lab equipment experience, 1+ year electronics/firmware engineering experience, Embedded systems integration/testing experience
Missing:
C programming (explicit professional experience), MATLAB, Hands-on lab equipment experience (oscilloscope, DAQ, multimeter, power supplies), 1+ year professional electronics/firmware engineering experience, Explicit embedded firmware testing experience (test benches, hardware-in-loop)
#4186660758 · 01-12-26 22:12
0
Senior Microsoft Dynamics 365 CRM Developer
[EA] EPAM Systems
Brazil
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POOR MATCH▼
[ANALYSIS]
**DISQUALIFIED**
[G2.5 Flash] The candidate demonstrates strong capabilities in general systems architecture, automation, data management, and leadership, coupled with a remarkable ability to rapidly acquire new technical skills. However, the core requirements for a Senior Microsoft Dynamics 365 CRM Developer, including direct experience with D365 CRM, its specific ecosystem tools (Power Platform, Dataverse, Dynamics SDK, Azure DevOps for D365), and specialized development (TypeScript, C#, FetchXML for D365 plugins/workflows), are entirely absent from the resume. These constitute critical gaps that prevent a successful match for this highly specialized role.
**Critical Gaps:**
- Lack of 3+ years of experience in Microsoft Dynamics 365 CRM (0 years demonstrated).
- Absence of solution architecture, customization, and data modeling expertise specifically within the Microsoft Dynamics 365 CRM context.
- Missing expertise in the core D365 ecosystem tools (Azure DevOps, Power Platform, Dataverse, Dynamics SDK).
- No proven leadership experience in global enterprise CRM deployments.
- Inability to develop D365 plugins, workflows, Power Automate flows, and custom UI components using required technologies (TypeScript, C#, FetchXML).
**Strengths:**
- Exceptional fast learner demonstrated by self-taught complex technical domains (AI infrastructure, algorithmic trading).
- Strong background in general systems architecture, automation, data integrity, and operational efficiency.
- Proven leadership, project delivery, and communication skills, effectively bridging business and technical teams.
**Missing Required:** Set up CI/CD pipelines in Azure DevOps
Missing:
Microsoft Dynamics 365 CRM, D365 Solution Architecture, D365 Customization, D365 Data Modeling, Azure DevOps (D365 context), Power Platform, Dataverse, Dynamics SDK, Leadership in global enterprise CRM deployments, Logic Apps, D365 Plugins development, D365 Workflows development, Power Automate flows development, D365 Custom UI components development, TypeScript (for D365), C# (for D365), FetchXML, CI/CD pipelines in Azure DevOps, Leading code reviews, Enforcing coding standards, CRM Sales module customization, CRM Customer Service module customization, CRM Field Service module customization, CRM Marketing module customization
#4314373509 · 01-12-26 22:12
35
Senior Full Stack Developer (AI Experience) | Remote
TeamEx
Brazil
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POOR MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[G2.5 Flash] The candidate demonstrates exceptional expertise in AI infrastructure, automation, and system architecture, coupled with strong leadership and problem-solving skills. However, there is a critical gap in the required hands-on MERN stack (Node.js, Express.js, React.js) web development experience and the stipulated 7 years specifically in these JavaScript-based technologies.
**Critical Gaps:**
- MERN Stack Development
- 7+ years MERN stack experience
**Strengths:**
- Deep AI infrastructure and automation expertise
- Strong systems architecture, reliability, and problem-solving skills
- Exceptional leadership, collaboration, and business-technical translation abilities
**Missing Required:** MERN Stack Development for web applications, 7 years of professional experience with MERN stack or similar JavaScript based technologies
Missing:
React.js, Node.js, Express.js, Web Application Development, RESTful APIs
#4330364320 · 01-12-26 22:12
35
Java Software Engineer
[EA] Nfq Advisory, Solutions, Outsourcing
São Paulo, Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong transferable skills in financial domain expertise, systems architecture, and automation, coupled with a proven ability to quickly learn complex technologies. However, a critical gap exists in the core requirement for 3+ years of Java/Spring Boot backend development experience, which is not present in the resume.
**Critical Gaps:**
- Java ecosystem (Java, Spring Boot, Spring Cloud) - BLOCKING
**Strengths:**
- Extensive financial domain knowledge and experience across trading, analysis, and banking process understanding.
- Strong track record in systems architecture, automation, and operational efficiency, demonstrating ability to bridge business and technical requirements.
- Proven fast learner with a clear career trajectory towards complex technical and AI infrastructure roles, coupled with excellent soft skills.
**Missing Required:** Messaging systems (Kafka, RabbitMQ, or similar), SWIFT message standards (MX, MT)
Missing:
Java, Spring Boot, Spring Cloud, Kafka, RabbitMQ, SWIFT (MX, MT), Treasury solutions, AWS, GCP, Azure, Docker, Kubernetes, Grafana, Prometheus, ELK, Spanish
#4352594856 · 01-12-26 22:12
7
Java Software Engineer
[EA] Nfq Advisory, Solutions, Outsourcing
São Paulo, Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong transferable skills in systems architecture, automation, and finance, coupled with a proven fast-learner ability and excellent soft skills. However, there is a critical and complete lack of experience in the core required technologies for a Java Software Engineer, specifically Java, Spring Boot, REST APIs, and microservices architecture. This fundamental technical mismatch, along with several other missing hard and nice-to-have skills, results in a low match score.
**Critical Gaps:**
- Core Java Backend Development Skills (Java, Spring Boot, REST APIs, Microservices architecture)
**Strengths:**
- Strong business-technical bridge and stakeholder communication.
- Proven fast learner with a track record of building complex systems from scratch in new domains.
- Relevant domain experience in finance and operations, particularly ERP data integrity and automation.
**Missing Required:** 3+ years of backend development experience in Java (Spring Boot / Spring Cloud), Hands-on experience with REST APIs and microservices architecture, Knowledge of relational databases (SQL, PostgreSQL, Oracle), Knowledge of messaging systems (Kafka, RabbitMQ, or similar), Solid grasp of distributed systems, SWIFT message standards (MX, MT)
Missing:
Java, Spring Boot, Spring Cloud, REST APIs, Microservices architecture, SQL, PostgreSQL, Oracle, Kafka, RabbitMQ, Distributed systems, SWIFT, MX, MT, Technical pre-sales, Treasury solutions, AWS, GCP, Azure, Docker, Kubernetes, Grafana, Prometheus, ELK, Spanish
#4287969738 · 01-12-26 22:11
25
Software Engineer
SuperMoney
Brasília, Federal District, Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[Copilot: claude-sonnet-4] Critical domain mismatch - candidate is primarily an operations/business systems engineer with no professional frontend development experience. While they demonstrate strong systems thinking and automation skills, the role requires 3+ years of professional software development with React/Next.js, which the candidate lacks entirely.
**Critical Gaps:**
- Frontend web development
- Professional software development experience
- React ecosystem expertise
**Strengths:**
- Systems architecture thinking
- Business-technical translation
- Automation and process optimization
**Missing Required:** 3+ years professional software development, JavaScript proficiency, React/Next.js expertise, Node.js experience, Web development fundamentals
Missing:
React, Next.js, TypeScript, React Native, Node.js, MySQL, SOA, REST, JSON, Web Services, XML, HTML5, CSS3, JavaScript, PHP, WordPress
#4327924797 · 01-12-26 22:11
25
Pessoa Engenheira de Software - exclusiva para Pessoas com Deficiência
Nubank
Greater Rio de Janeiro
View
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POOR MATCH▼
[ANALYSIS]
**DISQUALIFIED**
[Copilot: claude-sonnet-4] Critical mismatch - candidate lacks required backend programming skills (Clojure, Java, Python) and modern software development experience. While showing strong systems thinking and automation skills, the profile is operations/business-focused rather than software engineering.
**Critical Gaps:**
- Backend software development - candidate has no demonstrated programming experience in backend languages
- Microservices architecture - no software development background
- Distributed systems programming - operations experience but not software engineering
**Strengths:**
- Strong analytical and systems thinking
- Automation and process optimization experience
- Business-technical bridge capabilities
**Missing Required:** Backend programming languages, Microservices development experience, Software engineering practices, Agile development methodologies
Missing:
Clojure, Backend programming languages, Microservices development, Kafka, Datomic/DynamoDB, Kubernetes, Software engineering practices
#4335200952 · 01-12-26 22:11
19
Engenheiro(a) de Software
[EA] SysManager
Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong capabilities in systems architecture, automation, and AI infrastructure, evidenced by a 'fast learner' bonus and relevant project experience. However, there are critical gaps in essential technical requirements such as Clojure, Kafka, Datomic, DynamoDB, Prometheus, Kubernetes, and especially Flutter, with no direct experience or strong inference for these specific technologies.
**Critical Gaps:**
- Flutter (frontend/mobile development)
**Strengths:**
- Exceptional 'Fast Learner' with self-taught expertise in AI infrastructure and complex systems development.
- Strong experience in automation, data integrity, and end-to-end systems architecture.
- Proven ability to translate business needs into technical solutions and manage projects effectively.
**Missing Required:** Clojure, Kafka, Datomic, DynamoDB, Prometheus, Kubernetes, Flutter
Missing:
Clojure, Kafka, Datomic, DynamoDB, Prometheus, Kubernetes, Flutter
#4352506825 · 01-12-26 22:11
35
Desenvolvedor Fullstack Senior (Node/React)
[EA] Jaya Tech
Brazil
View
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POOR MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[G2.5 Flash] The candidate demonstrates strong alignment with AI-native concepts, product orientation, and backend/systems architecture, evidenced by building automated e-commerce, algorithmic trading, and self-hosted LLM clusters. However, there's a critical gap in explicit experience with the required modern frontend stack (React, Next.js, TypeScript) and serverless architectures, which are fundamental to the fullstack role.
**Critical Gaps:**
- Frontend development with React, Next.js, and TypeScript
**Strengths:**
- Strong AI-native mindset and LLM orchestration capabilities
- Proven product orientation and experience with consumer-facing systems
- Extensive backend, systems architecture, and automation expertise
**Missing Required:** React, Next.js, TypeScript, Serverless architectures
Missing:
React, Next.js, TypeScript, Serverless architectures
#4360744707 · 01-12-26 22:10
35
Workfront Configuration Engineer - Work from home - Talent Connection
[EA] Nearsure
Greater Porto Alegre
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong general systems architecture, automation, and reporting skills, along with a proven fast-learner track record. However, there is a critical lack of direct experience with Workfront, Workfront Fusion, and project management systems specifically, which are central to this Senior Workfront Configuration Engineer role.
**Critical Gaps:**
- 1+ Years of experience working in Workfront Fusion
- 5+ Years of experience working in the design, implementation, and support of project management systems
**Strengths:**
- Strong general systems architecture and automation capabilities
- Proven fast-learner with a track record of building complex systems
- Excellent business-technical bridging and communication skills
**Missing Required:** Experience in Workfront Fusion, Experience in design, implementation, and support of project management systems
Missing:
Workfront, Workfront Fusion, AEM development, Adobe Platforms, Developer certification (or Business Practitioner)
#4352635293 · 01-12-26 22:10
35
Workfront Configuration Engineer - Work from home - Talent Connection
[EA] Nearsure
Greater Porto Alegre
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate presents a strong background in systems architecture, operational automation, and data-driven process optimization. While demonstrating exceptional learning ability and transferable skills in designing workflows, reporting, and building scalable systems, the resume lacks direct, explicit experience with Workfront and Workfront Fusion, which are core requirements for this specific role.
**Critical Gaps:**
- Direct Workfront and Workfront Fusion platform expertise (central to the role)
**Strengths:**
- Strong background as a Systems Architect with proven experience in building scalable, reliable, and measurable operational systems.
- Demonstrated ability to design and implement complex automation, data validation, and reporting workflows.
- Exceptional 'Fast Learner' with a clear career trajectory and track record of self-teaching complex technical domains.
**Missing Required:** Workfront Fusion experience (1+ years), Experience in the design, implementation, and support of project management systems (5+ years, specifically Workfront-like), Developer certification (or Business Practitioner)
Missing:
Workfront experience, Workfront Fusion experience, Workfront Developer certification, Workfront Business Practitioner certification, AEM development, Workfront integration with Adobe Platforms (AEM, AEP, Marketo, Adobe Firefly)
#4354710463 · 01-12-26 22:10
10
Desenvolvedor(a) Camunda / BPM – Java & TIBCO
[EA] Nfq Advisory, Solutions, Outsourcing
São Paulo, São Paulo, Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate possesses extensive experience in systems architecture, financial systems, and automation, demonstrating a strong fast-learner aptitude. However, there are critical gaps in core required technologies, specifically Camunda and Java/Spring Boot, which are fundamental to this developer role. While strong in related domains and capable of rapid learning, direct alignment with the primary technical stack is low, leading to a poor fit.
**Critical Gaps:**
- Camunda v7 ou v8
- Java 11+ / Spring Boot 3+
**Strengths:**
- Extensive experience (10+ years) in systems architecture, operations, and finance/supply chain.
- Strong background in financial systems, automation, and data integrity (ERP, trading logic).
- Proven fast learner with a strong self-taught track record and continuous education.
**Missing Required:** GitHub
Missing:
Camunda v7 ou v8, Java 11+ / Spring Boot 3+, GitHub, TIBCO BusinessWorks Container Edition, Kafka e/ou JMS, Experiência com testes automatizados, Uso de JIRA
#4361162948 · 01-12-26 22:10
71
Software Engineer - IoT Applications
TRACTIAN 𝗕𝗥
São Paulo, São Paulo, Brazil
View
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GOOD MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[G2.5 Flash] The candidate presents a strong background in systems architecture, automation, and data processing, with inferred proficiency in Python, databases, and event-driven concepts highly relevant to IoT. However, there are notable gaps in specific programming languages like Go and Rust, explicit experience with required queueing tools (Kafka/RabbitMQ), and familiarity with security best practices.
**Strengths:**
- Proven ability to design, build, and operate automation-first systems handling significant data volumes.
- Demonstrated capacity for rapid system delivery and complex problem-solving without prior explicit experience.
- Strong engineering foundation (Mechatronics) and clear career progression into technical, data-intensive roles.
**Missing Required:** Go (programming language), Familiarity with security best practices in software integration, Specific queue tools like Kafka, RabbitMQ or similar (while concepts are inferred)
Missing:
Go, Rust, Kafka, RabbitMQ, Scylla, Mongo, ClickHouse, Redis, C, C++, AWS, Azure, GCP, security best practices
#4359927268 · 01-12-26 22:10
18
Desenvolvedor(a) Full Stack TypeScript (Node.js + React.js) — Shopify (Apps/Flow/Theme)
[EA] Skydropx LATAM
Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates exceptional autodidactic capabilities and strong experience in systems architecture, automation, and e-commerce operations. However, there are critical gaps in the core required technologies (TypeScript, Node.js, React.js) and specific platform knowledge (Shopify Apps, Themes, Liquid, Flow), which are central to the role's responsibilities. While the candidate's learning ability is a significant asset, the breadth of missing specific technical requirements for this developer role results in a low match score.
**Critical Gaps:**
- React.js/Frontend Development
- TypeScript/Node.js for App Development
**Strengths:**
- Strong Autodidact & Problem Solver
- Systems Architecture & Automation Expertise
- E-commerce Operations Understanding
**Missing Required:** TypeScript, Node.js, React.js, Liquid, CI/CD, Shopify Admin API / Storefront API (specifics), Shopify Flow
Missing:
TypeScript, Node.js, React.js, Shopify Apps, Shopify Admin API, Shopify Storefront API, Shopify Flow, Shopify Themes, Liquid, CI/CD, Polaris, App Bridge, Functions
#4352644252 · 01-12-26 22:09
35
Desenvolvedor(a) Full Stack TypeScript (Node.js + React.js) — Shopify (Apps/Flow/Theme)
[EA] Skydropx LATAM
Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[Copilot: claude-sonnet-4] Candidate has strong systems architecture and automation experience but lacks required frontend/Shopify-specific technical skills. While demonstrating excellent business-technical bridge capabilities and e-commerce operations experience, the missing TypeScript/React.js/Node.js foundation creates significant gaps for immediate productivity.
**Critical Gaps:**
- Frontend development stack (TypeScript/React.js/Node.js) - core requirement for Shopify app development
**Strengths:**
- E-commerce operations expertise
- Systems automation and integration
- Strong business-technical translation skills
**Missing Required:** TypeScript, Node.js, React.js, REST/GraphQL APIs, OAuth authentication, Database experience
Missing:
TypeScript, Node.js, React.js, Shopify APIs, GraphQL, OAuth, PostgreSQL/MySQL, Shopify Themes, Liquid, CI/CD
#4361157431 · 01-12-26 22:09
73
SDET - Test Automation, C#, English Language (PRESENCIAL)
[EA] TestFly
São Paulo, São Paulo, Brazil
View
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GOOD MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[G2.5 Flash] The candidate demonstrates exceptional automation, systems architecture, and analytical skills, bridging technical and business needs effectively. While lacking explicit experience in C#/JavaScript and specific test automation frameworks, their rapid learning ability and proven track record in building complex automated systems make them a strong contender, albeit with a learning curve for the immediate technical stack.
**Strengths:**
- Exceptional analytical and problem-solving skills demonstrated through complex system building and data integrity projects.
- Proven ability to translate business requirements into technical solutions and communicate effectively with all levels of an organization.
- Strong ownership mindset, fast learning capability, and a clear career progression into technical and automation-focused roles.
**Missing Required:** Proficiency in C# or JavaScript, Solid experience with test automation frameworks and API testing
Missing:
C#, JavaScript, Test automation frameworks (e.g., NUnit, xUnit, Selenium), API testing (explicit), Playwright or modern UI automation tools, Performance test execution, Exposure to CI/CD pipelines, Passion for video games and interactive entertainment
#4352732062 · 01-12-26 22:09
35
SDET - Test Automation, C#, English Language (PRESENCIAL)
[EA] TestFly
São Paulo, São Paulo, Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[Copilot: claude-sonnet-4] Candidate shows strong systems thinking and automation mindset but lacks the core technical foundation for SDET role. No demonstrated experience with C# or JavaScript, test automation frameworks, or software development practices required for this position.
**Critical Gaps:**
- Zero programming language proficiency - BLOCKING
- No test automation framework experience - BLOCKING
- Missing 6+ years software development requirement - BLOCKING
**Strengths:**
- Strong analytical and systems thinking
- Automation-first mindset with proven delivery
- Excellent stakeholder communication and technical translation
**Missing Required:** C# or JavaScript proficiency, Test automation frameworks, 6+ years professional software development, API testing experience
Missing:
C#, JavaScript, test automation frameworks, API testing, software development experience, CI/CD pipelines, code testing practices
#4332589951 · 01-12-26 22:09
35
Ruby on Rails Developer
[EA] Codeminer42
Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[Copilot: claude-sonnet-4] Candidate has strong systems thinking, automation expertise, and business-technical bridge skills, but lacks the core web development experience required. Missing 5+ years of Ruby on Rails and modern web frameworks entirely.
**Critical Gaps:**
- Web development - candidate is operations/systems focused with no frontend/backend web framework experience
**Strengths:**
- Advanced English (C2)
- Strong systems architecture thinking
- SQL database experience from ERP systems
**Missing Required:** 5+ years Ruby on Rails experience, HTML/CSS knowledge, CI/CD with automated tests
Missing:
Ruby on Rails, HTML, CSS, CI/CD, Automated Tests, React, Express/Fastify/Nest, Redux, Next.js
#4352584863 · 01-12-26 22:09
96
Desenvolvedor(a) IA & LLMs
SoftExpert - Software for Excellence
Brazil
View
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EXCELLENT MATCH▼
[ANALYSIS]
**STRONG_MATCH**
[Copilot: gpt-5-mini] Very strong alignment: candidate demonstrates recent, production-facing AI infrastructure, end-to-end data pipelines and algorithmic systems (trading, automation) and shows clear evidence of inferred Python, model deployment and operations skills. Missing explicit mentions of agent-frameworks and some AI tooling (LangChain, RAG/vector DBs, fine-tuning, observability) slightly reduce but do not block fit.
**Strengths:**
- Hands-on AI infrastructure and model deployment experience (self-hosted LLM clusters)
- Proven delivery of end-to-end data pipelines and production automation
- Strong product–technical bridging and rapid prototyping under business constraints
Missing:
LangChain / CrewAI / AutoGen (agent orchestration frameworks), RAG (Retrieval-Augmented Generation) / vector databases, Fine-tuning / model customization workflows, Monitoring & observability specific to AI apps (metrics, alerts), Explicit mention of Docker (container experience not named in resume)
#4318282668 · 01-12-26 22:08
91
Desenvolvedor(a) IA & LLMs
SoftExpert - Software for Excellence
Brazil
View
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EXCELLENT MATCH▼
[ANALYSIS]
**STRONG_MATCH**
[Copilot: gpt-5-mini] Strong match: candidate demonstrates systems architecture, production automation, and trusted data/ERP experience (directly matching database and data-pipeline needs). Self-taught AI infrastructure and algorithmic trading justify inferred Python, LLM integration and infra skills, though explicit experience with agent frameworks, RAG/vector DBs and fine-tuning is not shown.
**Strengths:**
- Proven systems architect who builds end-to-end production automation and data pipelines
- Hands-on AI infrastructure experience (self-hosted LLM clusters, model deployment inference)
- Deep domain experience with data integrity, ERP systems and measurable impact (forecasting, inventory automation)
Missing:
LangChain / CrewAI / agent orchestration frameworks (explicit), RAG (Retrieval-Augmented Generation) / vector databases (FAISS, Pinecone, Milvus), Fine-tuning / model customization (LoRA / SFT / FT pipelines), Explicit mention of Python / TypeScript / PHP in Technical Skills section, Explicit monitoring/observability for ML/AI apps (Prometheus/Grafana/OTel)
#4352654034 · 01-12-26 22:08
1
Tech Lead - ML Engineer Sênior/ Azure
[EA] V8.TECH
Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate exhibits strong leadership, systems architecture, and general ML/automation experience with a proven track record of rapid learning. However, the role's mandatory requirements for Azure, OpenCV, and YOLO v8+ are significant critical gaps, as the candidate demonstrates no explicit or inferable experience in these core Computer Vision and Azure technologies.
**Critical Gaps:**
- Azure (nível arquiteto)
- OpenCV avançado
- YOLO v8+
**Strengths:**
- Strong Technical Leadership and Project Management experience.
- Proven ability to design and implement complex automation and data-driven systems.
- Exceptional fast learner with a clear career progression towards technical/AI roles.
**Missing Required:** Visão Computacional, Terraform, Experiência em Melhoria de imagem (Normalização, Correção de iluminação, Redução de ruído, Cenários noturnos / chuva)
Missing:
Azure, Azure Machine Learning, Azure Functions, Azure Service Bus, Azure Blob Storage, Azure Monitor / Application Insights, Visão Computacional, OpenCV avançado, YOLO v8+, Terraform, Melhoria de imagem (Normalização, Correção de iluminação, Redução de ruído, Cenários noturnos / chuva), Projetos com Tráfego, Projetos com OCR veicular, Projetos com Pedágio, Projetos com Visão computacional outdoor, Azure Solutions Architect Expert (Certification), Azure AI Engineer (Certification)
#4352760253 · 01-12-26 22:08
35
Lead Security Engineer - Okta/IAM Specialist
Nubank
São Paulo, São Paulo, Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong leadership, project management, and automation skills with a data-driven and fast-learner mindset. However, there are critical gaps in core Identity & Access Management (IAM) and Security Engineering expertise, specifically regarding Okta proficiency, IAM protocols (OIDC, OAuth2, SAML), and cloud-native IAM services. While many soft skills align, the specialized hard skills required for a Lead Security Engineer are largely absent.
**Critical Gaps:**
- Specialized Identity & Access Management (IAM) domain expertise, particularly with Okta and related protocols
- Solid background in core Security Engineering principles and practices
**Strengths:**
- Exceptional leadership, project governance, and stakeholder management skills
- Strong automation and data-driven mindset with proven impact
- Demonstrated ability to self-teach and rapidly build complex systems
**Missing Required:** Strong proficiency with Okta (Workforce), Advanced knowledge of IAM (OIDC, OAuth2, SAML, SWA, SCIM, JIT Provisioning), Solid background in Security Engineering (protocols, cryptography, access control, threat modeling, least privilege, authentication, authorization), Experience integrating Okta with microservices, APIs, CI/CD platforms, directories (AD/LDAP), and SaaS applications, Proven experience with native IAM services and security best practices for at least one major cloud provider (AWS or GCP)
Missing:
Okta (Workforce) proficiency, OIDC, OAuth2, SAML, SWA, SCIM, JIT Provisioning, Security Engineering protocols, Cryptography, Access control, Threat modeling, Complete mediation, Open-design, Least privilege (in security context), Authentication (security specific), Authorization (security specific), Integrating Okta with microservices, APIs, CI/CD platforms, directories (AD/LDAP), and SaaS applications, Go (programming language), Node.js (programming language), AWS IAM, Google Cloud IAM, IGA (Identity Governance and Administration) concepts, PAM (Privileged Access Management) concepts
#4334638702 · 01-12-26 22:07
25
Engenheiro de Dados Pleno
[EA] Up Brasil
Uberlândia, Minas Gerais, Brazil
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[Copilot: claude-sonnet-4] The candidate has strong systems architecture and automation experience, but lacks the core technical skills for a Data Engineer role. While they demonstrate excellent business-technical bridge capabilities and data integrity work with ERP systems, they're missing critical Azure cloud platform experience, PySpark/Databricks expertise, and modern data pipeline development skills required for this position.
**Critical Gaps:**
- Cloud platform experience (Azure ecosystem)
- Modern data engineering stack (PySpark/Databricks)
- Programming languages (Python/SQL)
**Strengths:**
- Data integrity and validation expertise
- ERP system experience (TOTVS)
- Business-technical translation capabilities
**Missing Required:** Azure cloud experience, Databricks platform, PySpark framework, Python programming, SQL databases, Data Lake technologies, ETL/ELT pipelines
Missing:
Azure, Databricks, PySpark, Python, SQL, Azure Data Factory, Azure Data Lake Storage, Delta Lake, Power BI, ETL/ELT, Data modeling
#4330138414 · 01-12-26 22:07
94
AI Training Automation Engineer - Bash/PowerShell
Emma of Torre.ai
Brazil
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EXCELLENT MATCH▼
[ANALYSIS]
**STRONG_MATCH**
[Copilot: gpt-5-mini] Strong alignment: candidate demonstrates recent, production-grade automation and systems architecture experience plus proven AI/LLM infrastructure learning that implies Linux/Bash and model-deployment skills. Minor gaps are tooling preferences and explicit open-source/CI contributions but nothing that blocks performing the role.
**Strengths:**
- Proven automation-first production systems builder with measurable operational impact
- Demonstrated rapid self-teaching and hands-on AI/LLM infrastructure experience (implies Linux/Bash and deployment skills)
- Excellent English (C2) and ability to bridge exec-level requirements to technical execution
Missing:
Explicit PowerShell (2+ years), awk/sed/grep (POSIX text-tooling), Documented merged PRs or open-source CLI/DevOps contributions, Explicit CI/CD pipeline experience (e.g., GitHub Actions, Jenkins) in resume
#4361104796 · 01-12-26 22:07
| Score | Role | Company | Location | Analysis | ID | Date ▼ |
|---|---|---|---|---|---|---|
|
35
|
Gerente de projetos
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[EA] HUSTLERS.BR
|
São Paulo, São Paulo, Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[G2.5 Flash] The candidate demonstrates exceptional, transferable project management, strategic leadership, and communication skills across complex technical domains. While lacking direct experience in event management or creative agencies, his proven ability to rapidly learn and deliver sophisticated systems significantly mitigates this domain gap.
**Critical Gaps:**
- Project management experience within the events or creative industry domain.
**Strengths:**
- Exceptional transferable project management, leadership, and strategic planning across complex initiatives.
- Proven rapid self-learner and builder, demonstrating high adaptability and a strong delivery mindset.
- Extensive experience in governance, risk management, executive reporting, and stakeholder communication.
**Missing Required:** Direct experience collaborating with 'Produção Executiva' in a large-scale event context.
Missing_Assets:
Event Management, Creative Agency Experience, Executive Production (Events)
|
#4352751536 | 01-12-26 22:49 |
|
62
|
Firmware Quality Assurance Analyst
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TRACTIAN 𝗕𝗥
|
São Paulo, São Paulo, Brazil |
GOOD MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[Copilot: gpt-5-mini] Strong systems, data-analysis and automation background with a relevant Mechatronics degree and demonstrated product/system delivery; however, the resume lacks explicit hands-on firmware/electronics lab experience and clear C/MATLAB firmware development evidence required for a Firmware QA role. Fast learner and demonstrated inferenceable skills (Python, testing automation, CI mindset) mitigate gaps but do not fully replace hands-on embedded testing experience.
**Strengths:**
- Relevant engineering degree (Mechatronics/Robotics) aligning with hardware/embedded domain
- Proven automation and data-driven systems delivery (procurement automation, reporting, trading systems)
- Fast learner with history of self-teaching complex technical domains (quant systems, system delivery, MIT MicroMasters)
**Missing Required:** C programming, MATLAB, Hands-on lab equipment experience, 1+ year electronics/firmware engineering experience, Embedded systems integration/testing experience
Missing_Assets:
C programming (explicit professional experience), MATLAB, Hands-on lab equipment experience (oscilloscope, DAQ, multimeter, power supplies), 1+ year professional electronics/firmware engineering experience, Explicit embedded firmware testing experience (test benches, hardware-in-loop)
|
#4186660758 | 01-12-26 22:12 |
|
0
|
Senior Microsoft Dynamics 365 CRM Developer
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[EA] EPAM Systems
|
Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**DISQUALIFIED**
[G2.5 Flash] The candidate demonstrates strong capabilities in general systems architecture, automation, data management, and leadership, coupled with a remarkable ability to rapidly acquire new technical skills. However, the core requirements for a Senior Microsoft Dynamics 365 CRM Developer, including direct experience with D365 CRM, its specific ecosystem tools (Power Platform, Dataverse, Dynamics SDK, Azure DevOps for D365), and specialized development (TypeScript, C#, FetchXML for D365 plugins/workflows), are entirely absent from the resume. These constitute critical gaps that prevent a successful match for this highly specialized role.
**Critical Gaps:**
- Lack of 3+ years of experience in Microsoft Dynamics 365 CRM (0 years demonstrated).
- Absence of solution architecture, customization, and data modeling expertise specifically within the Microsoft Dynamics 365 CRM context.
- Missing expertise in the core D365 ecosystem tools (Azure DevOps, Power Platform, Dataverse, Dynamics SDK).
- No proven leadership experience in global enterprise CRM deployments.
- Inability to develop D365 plugins, workflows, Power Automate flows, and custom UI components using required technologies (TypeScript, C#, FetchXML).
**Strengths:**
- Exceptional fast learner demonstrated by self-taught complex technical domains (AI infrastructure, algorithmic trading).
- Strong background in general systems architecture, automation, data integrity, and operational efficiency.
- Proven leadership, project delivery, and communication skills, effectively bridging business and technical teams.
**Missing Required:** Set up CI/CD pipelines in Azure DevOps
Missing_Assets:
Microsoft Dynamics 365 CRM, D365 Solution Architecture, D365 Customization, D365 Data Modeling, Azure DevOps (D365 context), Power Platform, Dataverse, Dynamics SDK, Leadership in global enterprise CRM deployments, Logic Apps, D365 Plugins development, D365 Workflows development, Power Automate flows development, D365 Custom UI components development, TypeScript (for D365), C# (for D365), FetchXML, CI/CD pipelines in Azure DevOps, Leading code reviews, Enforcing coding standards, CRM Sales module customization, CRM Customer Service module customization, CRM Field Service module customization, CRM Marketing module customization
|
#4314373509 | 01-12-26 22:12 |
|
35
|
Senior Full Stack Developer (AI Experience) | Remote
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|
TeamEx
|
Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[G2.5 Flash] The candidate demonstrates exceptional expertise in AI infrastructure, automation, and system architecture, coupled with strong leadership and problem-solving skills. However, there is a critical gap in the required hands-on MERN stack (Node.js, Express.js, React.js) web development experience and the stipulated 7 years specifically in these JavaScript-based technologies.
**Critical Gaps:**
- MERN Stack Development
- 7+ years MERN stack experience
**Strengths:**
- Deep AI infrastructure and automation expertise
- Strong systems architecture, reliability, and problem-solving skills
- Exceptional leadership, collaboration, and business-technical translation abilities
**Missing Required:** MERN Stack Development for web applications, 7 years of professional experience with MERN stack or similar JavaScript based technologies
Missing_Assets:
React.js, Node.js, Express.js, Web Application Development, RESTful APIs
|
#4330364320 | 01-12-26 22:12 |
|
35
|
Java Software Engineer
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[EA] Nfq Advisory, Solutions, Outsourcing
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São Paulo, Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong transferable skills in financial domain expertise, systems architecture, and automation, coupled with a proven ability to quickly learn complex technologies. However, a critical gap exists in the core requirement for 3+ years of Java/Spring Boot backend development experience, which is not present in the resume.
**Critical Gaps:**
- Java ecosystem (Java, Spring Boot, Spring Cloud) - BLOCKING
**Strengths:**
- Extensive financial domain knowledge and experience across trading, analysis, and banking process understanding.
- Strong track record in systems architecture, automation, and operational efficiency, demonstrating ability to bridge business and technical requirements.
- Proven fast learner with a clear career trajectory towards complex technical and AI infrastructure roles, coupled with excellent soft skills.
**Missing Required:** Messaging systems (Kafka, RabbitMQ, or similar), SWIFT message standards (MX, MT)
Missing_Assets:
Java, Spring Boot, Spring Cloud, Kafka, RabbitMQ, SWIFT (MX, MT), Treasury solutions, AWS, GCP, Azure, Docker, Kubernetes, Grafana, Prometheus, ELK, Spanish
|
#4352594856 | 01-12-26 22:12 |
|
7
|
Java Software Engineer
View_Position
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[EA] Nfq Advisory, Solutions, Outsourcing
|
São Paulo, Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong transferable skills in systems architecture, automation, and finance, coupled with a proven fast-learner ability and excellent soft skills. However, there is a critical and complete lack of experience in the core required technologies for a Java Software Engineer, specifically Java, Spring Boot, REST APIs, and microservices architecture. This fundamental technical mismatch, along with several other missing hard and nice-to-have skills, results in a low match score.
**Critical Gaps:**
- Core Java Backend Development Skills (Java, Spring Boot, REST APIs, Microservices architecture)
**Strengths:**
- Strong business-technical bridge and stakeholder communication.
- Proven fast learner with a track record of building complex systems from scratch in new domains.
- Relevant domain experience in finance and operations, particularly ERP data integrity and automation.
**Missing Required:** 3+ years of backend development experience in Java (Spring Boot / Spring Cloud), Hands-on experience with REST APIs and microservices architecture, Knowledge of relational databases (SQL, PostgreSQL, Oracle), Knowledge of messaging systems (Kafka, RabbitMQ, or similar), Solid grasp of distributed systems, SWIFT message standards (MX, MT)
Missing_Assets:
Java, Spring Boot, Spring Cloud, REST APIs, Microservices architecture, SQL, PostgreSQL, Oracle, Kafka, RabbitMQ, Distributed systems, SWIFT, MX, MT, Technical pre-sales, Treasury solutions, AWS, GCP, Azure, Docker, Kubernetes, Grafana, Prometheus, ELK, Spanish
|
#4287969738 | 01-12-26 22:11 |
|
25
|
Software Engineer
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SuperMoney
|
Brasília, Federal District, Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[Copilot: claude-sonnet-4] Critical domain mismatch - candidate is primarily an operations/business systems engineer with no professional frontend development experience. While they demonstrate strong systems thinking and automation skills, the role requires 3+ years of professional software development with React/Next.js, which the candidate lacks entirely.
**Critical Gaps:**
- Frontend web development
- Professional software development experience
- React ecosystem expertise
**Strengths:**
- Systems architecture thinking
- Business-technical translation
- Automation and process optimization
**Missing Required:** 3+ years professional software development, JavaScript proficiency, React/Next.js expertise, Node.js experience, Web development fundamentals
Missing_Assets:
React, Next.js, TypeScript, React Native, Node.js, MySQL, SOA, REST, JSON, Web Services, XML, HTML5, CSS3, JavaScript, PHP, WordPress
|
#4327924797 | 01-12-26 22:11 |
|
25
|
Pessoa Engenheira de Software - exclusiva para Pessoas com Deficiência
View_Position
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Nubank
|
Greater Rio de Janeiro |
POOR MATCH▼
[ANALYSIS_REPORT]
**DISQUALIFIED**
[Copilot: claude-sonnet-4] Critical mismatch - candidate lacks required backend programming skills (Clojure, Java, Python) and modern software development experience. While showing strong systems thinking and automation skills, the profile is operations/business-focused rather than software engineering.
**Critical Gaps:**
- Backend software development - candidate has no demonstrated programming experience in backend languages
- Microservices architecture - no software development background
- Distributed systems programming - operations experience but not software engineering
**Strengths:**
- Strong analytical and systems thinking
- Automation and process optimization experience
- Business-technical bridge capabilities
**Missing Required:** Backend programming languages, Microservices development experience, Software engineering practices, Agile development methodologies
Missing_Assets:
Clojure, Backend programming languages, Microservices development, Kafka, Datomic/DynamoDB, Kubernetes, Software engineering practices
|
#4335200952 | 01-12-26 22:11 |
|
19
|
Engenheiro(a) de Software
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[EA] SysManager
|
Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong capabilities in systems architecture, automation, and AI infrastructure, evidenced by a 'fast learner' bonus and relevant project experience. However, there are critical gaps in essential technical requirements such as Clojure, Kafka, Datomic, DynamoDB, Prometheus, Kubernetes, and especially Flutter, with no direct experience or strong inference for these specific technologies.
**Critical Gaps:**
- Flutter (frontend/mobile development)
**Strengths:**
- Exceptional 'Fast Learner' with self-taught expertise in AI infrastructure and complex systems development.
- Strong experience in automation, data integrity, and end-to-end systems architecture.
- Proven ability to translate business needs into technical solutions and manage projects effectively.
**Missing Required:** Clojure, Kafka, Datomic, DynamoDB, Prometheus, Kubernetes, Flutter
Missing_Assets:
Clojure, Kafka, Datomic, DynamoDB, Prometheus, Kubernetes, Flutter
|
#4352506825 | 01-12-26 22:11 |
|
35
|
Desenvolvedor Fullstack Senior (Node/React)
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[EA] Jaya Tech
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Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[G2.5 Flash] The candidate demonstrates strong alignment with AI-native concepts, product orientation, and backend/systems architecture, evidenced by building automated e-commerce, algorithmic trading, and self-hosted LLM clusters. However, there's a critical gap in explicit experience with the required modern frontend stack (React, Next.js, TypeScript) and serverless architectures, which are fundamental to the fullstack role.
**Critical Gaps:**
- Frontend development with React, Next.js, and TypeScript
**Strengths:**
- Strong AI-native mindset and LLM orchestration capabilities
- Proven product orientation and experience with consumer-facing systems
- Extensive backend, systems architecture, and automation expertise
**Missing Required:** React, Next.js, TypeScript, Serverless architectures
Missing_Assets:
React, Next.js, TypeScript, Serverless architectures
|
#4360744707 | 01-12-26 22:10 |
|
35
|
Workfront Configuration Engineer - Work from home - Talent Connection
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[EA] Nearsure
|
Greater Porto Alegre |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong general systems architecture, automation, and reporting skills, along with a proven fast-learner track record. However, there is a critical lack of direct experience with Workfront, Workfront Fusion, and project management systems specifically, which are central to this Senior Workfront Configuration Engineer role.
**Critical Gaps:**
- 1+ Years of experience working in Workfront Fusion
- 5+ Years of experience working in the design, implementation, and support of project management systems
**Strengths:**
- Strong general systems architecture and automation capabilities
- Proven fast-learner with a track record of building complex systems
- Excellent business-technical bridging and communication skills
**Missing Required:** Experience in Workfront Fusion, Experience in design, implementation, and support of project management systems
Missing_Assets:
Workfront, Workfront Fusion, AEM development, Adobe Platforms, Developer certification (or Business Practitioner)
|
#4352635293 | 01-12-26 22:10 |
|
35
|
Workfront Configuration Engineer - Work from home - Talent Connection
View_Position
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|
[EA] Nearsure
|
Greater Porto Alegre |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate presents a strong background in systems architecture, operational automation, and data-driven process optimization. While demonstrating exceptional learning ability and transferable skills in designing workflows, reporting, and building scalable systems, the resume lacks direct, explicit experience with Workfront and Workfront Fusion, which are core requirements for this specific role.
**Critical Gaps:**
- Direct Workfront and Workfront Fusion platform expertise (central to the role)
**Strengths:**
- Strong background as a Systems Architect with proven experience in building scalable, reliable, and measurable operational systems.
- Demonstrated ability to design and implement complex automation, data validation, and reporting workflows.
- Exceptional 'Fast Learner' with a clear career trajectory and track record of self-teaching complex technical domains.
**Missing Required:** Workfront Fusion experience (1+ years), Experience in the design, implementation, and support of project management systems (5+ years, specifically Workfront-like), Developer certification (or Business Practitioner)
Missing_Assets:
Workfront experience, Workfront Fusion experience, Workfront Developer certification, Workfront Business Practitioner certification, AEM development, Workfront integration with Adobe Platforms (AEM, AEP, Marketo, Adobe Firefly)
|
#4354710463 | 01-12-26 22:10 |
|
10
|
Desenvolvedor(a) Camunda / BPM – Java & TIBCO
View_Position
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|
[EA] Nfq Advisory, Solutions, Outsourcing
|
São Paulo, São Paulo, Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate possesses extensive experience in systems architecture, financial systems, and automation, demonstrating a strong fast-learner aptitude. However, there are critical gaps in core required technologies, specifically Camunda and Java/Spring Boot, which are fundamental to this developer role. While strong in related domains and capable of rapid learning, direct alignment with the primary technical stack is low, leading to a poor fit.
**Critical Gaps:**
- Camunda v7 ou v8
- Java 11+ / Spring Boot 3+
**Strengths:**
- Extensive experience (10+ years) in systems architecture, operations, and finance/supply chain.
- Strong background in financial systems, automation, and data integrity (ERP, trading logic).
- Proven fast learner with a strong self-taught track record and continuous education.
**Missing Required:** GitHub
Missing_Assets:
Camunda v7 ou v8, Java 11+ / Spring Boot 3+, GitHub, TIBCO BusinessWorks Container Edition, Kafka e/ou JMS, Experiência com testes automatizados, Uso de JIRA
|
#4361162948 | 01-12-26 22:10 |
|
71
|
Software Engineer - IoT Applications
View_Position
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|
TRACTIAN 𝗕𝗥
|
São Paulo, São Paulo, Brazil |
GOOD MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[G2.5 Flash] The candidate presents a strong background in systems architecture, automation, and data processing, with inferred proficiency in Python, databases, and event-driven concepts highly relevant to IoT. However, there are notable gaps in specific programming languages like Go and Rust, explicit experience with required queueing tools (Kafka/RabbitMQ), and familiarity with security best practices.
**Strengths:**
- Proven ability to design, build, and operate automation-first systems handling significant data volumes.
- Demonstrated capacity for rapid system delivery and complex problem-solving without prior explicit experience.
- Strong engineering foundation (Mechatronics) and clear career progression into technical, data-intensive roles.
**Missing Required:** Go (programming language), Familiarity with security best practices in software integration, Specific queue tools like Kafka, RabbitMQ or similar (while concepts are inferred)
Missing_Assets:
Go, Rust, Kafka, RabbitMQ, Scylla, Mongo, ClickHouse, Redis, C, C++, AWS, Azure, GCP, security best practices
|
#4359927268 | 01-12-26 22:10 |
|
18
|
Desenvolvedor(a) Full Stack TypeScript (Node.js + React.js) — Shopify (Apps/Flow/Theme)
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[EA] Skydropx LATAM
|
Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates exceptional autodidactic capabilities and strong experience in systems architecture, automation, and e-commerce operations. However, there are critical gaps in the core required technologies (TypeScript, Node.js, React.js) and specific platform knowledge (Shopify Apps, Themes, Liquid, Flow), which are central to the role's responsibilities. While the candidate's learning ability is a significant asset, the breadth of missing specific technical requirements for this developer role results in a low match score.
**Critical Gaps:**
- React.js/Frontend Development
- TypeScript/Node.js for App Development
**Strengths:**
- Strong Autodidact & Problem Solver
- Systems Architecture & Automation Expertise
- E-commerce Operations Understanding
**Missing Required:** TypeScript, Node.js, React.js, Liquid, CI/CD, Shopify Admin API / Storefront API (specifics), Shopify Flow
Missing_Assets:
TypeScript, Node.js, React.js, Shopify Apps, Shopify Admin API, Shopify Storefront API, Shopify Flow, Shopify Themes, Liquid, CI/CD, Polaris, App Bridge, Functions
|
#4352644252 | 01-12-26 22:09 |
|
35
|
Desenvolvedor(a) Full Stack TypeScript (Node.js + React.js) — Shopify (Apps/Flow/Theme)
View_Position
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|
[EA] Skydropx LATAM
|
Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[Copilot: claude-sonnet-4] Candidate has strong systems architecture and automation experience but lacks required frontend/Shopify-specific technical skills. While demonstrating excellent business-technical bridge capabilities and e-commerce operations experience, the missing TypeScript/React.js/Node.js foundation creates significant gaps for immediate productivity.
**Critical Gaps:**
- Frontend development stack (TypeScript/React.js/Node.js) - core requirement for Shopify app development
**Strengths:**
- E-commerce operations expertise
- Systems automation and integration
- Strong business-technical translation skills
**Missing Required:** TypeScript, Node.js, React.js, REST/GraphQL APIs, OAuth authentication, Database experience
Missing_Assets:
TypeScript, Node.js, React.js, Shopify APIs, GraphQL, OAuth, PostgreSQL/MySQL, Shopify Themes, Liquid, CI/CD
|
#4361157431 | 01-12-26 22:09 |
|
73
|
SDET - Test Automation, C#, English Language (PRESENCIAL)
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|
[EA] TestFly
|
São Paulo, São Paulo, Brazil |
GOOD MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[G2.5 Flash] The candidate demonstrates exceptional automation, systems architecture, and analytical skills, bridging technical and business needs effectively. While lacking explicit experience in C#/JavaScript and specific test automation frameworks, their rapid learning ability and proven track record in building complex automated systems make them a strong contender, albeit with a learning curve for the immediate technical stack.
**Strengths:**
- Exceptional analytical and problem-solving skills demonstrated through complex system building and data integrity projects.
- Proven ability to translate business requirements into technical solutions and communicate effectively with all levels of an organization.
- Strong ownership mindset, fast learning capability, and a clear career progression into technical and automation-focused roles.
**Missing Required:** Proficiency in C# or JavaScript, Solid experience with test automation frameworks and API testing
Missing_Assets:
C#, JavaScript, Test automation frameworks (e.g., NUnit, xUnit, Selenium), API testing (explicit), Playwright or modern UI automation tools, Performance test execution, Exposure to CI/CD pipelines, Passion for video games and interactive entertainment
|
#4352732062 | 01-12-26 22:09 |
|
35
|
SDET - Test Automation, C#, English Language (PRESENCIAL)
View_Position
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|
[EA] TestFly
|
São Paulo, São Paulo, Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[Copilot: claude-sonnet-4] Candidate shows strong systems thinking and automation mindset but lacks the core technical foundation for SDET role. No demonstrated experience with C# or JavaScript, test automation frameworks, or software development practices required for this position.
**Critical Gaps:**
- Zero programming language proficiency - BLOCKING
- No test automation framework experience - BLOCKING
- Missing 6+ years software development requirement - BLOCKING
**Strengths:**
- Strong analytical and systems thinking
- Automation-first mindset with proven delivery
- Excellent stakeholder communication and technical translation
**Missing Required:** C# or JavaScript proficiency, Test automation frameworks, 6+ years professional software development, API testing experience
Missing_Assets:
C#, JavaScript, test automation frameworks, API testing, software development experience, CI/CD pipelines, code testing practices
|
#4332589951 | 01-12-26 22:09 |
|
35
|
Ruby on Rails Developer
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|
[EA] Codeminer42
|
Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[Copilot: claude-sonnet-4] Candidate has strong systems thinking, automation expertise, and business-technical bridge skills, but lacks the core web development experience required. Missing 5+ years of Ruby on Rails and modern web frameworks entirely.
**Critical Gaps:**
- Web development - candidate is operations/systems focused with no frontend/backend web framework experience
**Strengths:**
- Advanced English (C2)
- Strong systems architecture thinking
- SQL database experience from ERP systems
**Missing Required:** 5+ years Ruby on Rails experience, HTML/CSS knowledge, CI/CD with automated tests
Missing_Assets:
Ruby on Rails, HTML, CSS, CI/CD, Automated Tests, React, Express/Fastify/Nest, Redux, Next.js
|
#4352584863 | 01-12-26 22:09 |
|
96
|
Desenvolvedor(a) IA & LLMs
View_Position
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|
SoftExpert - Software for Excellence
|
Brazil |
EXCELLENT MATCH▼
[ANALYSIS_REPORT]
**STRONG_MATCH**
[Copilot: gpt-5-mini] Very strong alignment: candidate demonstrates recent, production-facing AI infrastructure, end-to-end data pipelines and algorithmic systems (trading, automation) and shows clear evidence of inferred Python, model deployment and operations skills. Missing explicit mentions of agent-frameworks and some AI tooling (LangChain, RAG/vector DBs, fine-tuning, observability) slightly reduce but do not block fit.
**Strengths:**
- Hands-on AI infrastructure and model deployment experience (self-hosted LLM clusters)
- Proven delivery of end-to-end data pipelines and production automation
- Strong product–technical bridging and rapid prototyping under business constraints
Missing_Assets:
LangChain / CrewAI / AutoGen (agent orchestration frameworks), RAG (Retrieval-Augmented Generation) / vector databases, Fine-tuning / model customization workflows, Monitoring & observability specific to AI apps (metrics, alerts), Explicit mention of Docker (container experience not named in resume)
|
#4318282668 | 01-12-26 22:08 |
|
91
|
Desenvolvedor(a) IA & LLMs
View_Position
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|
SoftExpert - Software for Excellence
|
Brazil |
EXCELLENT MATCH▼
[ANALYSIS_REPORT]
**STRONG_MATCH**
[Copilot: gpt-5-mini] Strong match: candidate demonstrates systems architecture, production automation, and trusted data/ERP experience (directly matching database and data-pipeline needs). Self-taught AI infrastructure and algorithmic trading justify inferred Python, LLM integration and infra skills, though explicit experience with agent frameworks, RAG/vector DBs and fine-tuning is not shown.
**Strengths:**
- Proven systems architect who builds end-to-end production automation and data pipelines
- Hands-on AI infrastructure experience (self-hosted LLM clusters, model deployment inference)
- Deep domain experience with data integrity, ERP systems and measurable impact (forecasting, inventory automation)
Missing_Assets:
LangChain / CrewAI / agent orchestration frameworks (explicit), RAG (Retrieval-Augmented Generation) / vector databases (FAISS, Pinecone, Milvus), Fine-tuning / model customization (LoRA / SFT / FT pipelines), Explicit mention of Python / TypeScript / PHP in Technical Skills section, Explicit monitoring/observability for ML/AI apps (Prometheus/Grafana/OTel)
|
#4352654034 | 01-12-26 22:08 |
|
1
|
Tech Lead - ML Engineer Sênior/ Azure
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[EA] V8.TECH
|
Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate exhibits strong leadership, systems architecture, and general ML/automation experience with a proven track record of rapid learning. However, the role's mandatory requirements for Azure, OpenCV, and YOLO v8+ are significant critical gaps, as the candidate demonstrates no explicit or inferable experience in these core Computer Vision and Azure technologies.
**Critical Gaps:**
- Azure (nível arquiteto)
- OpenCV avançado
- YOLO v8+
**Strengths:**
- Strong Technical Leadership and Project Management experience.
- Proven ability to design and implement complex automation and data-driven systems.
- Exceptional fast learner with a clear career progression towards technical/AI roles.
**Missing Required:** Visão Computacional, Terraform, Experiência em Melhoria de imagem (Normalização, Correção de iluminação, Redução de ruído, Cenários noturnos / chuva)
Missing_Assets:
Azure, Azure Machine Learning, Azure Functions, Azure Service Bus, Azure Blob Storage, Azure Monitor / Application Insights, Visão Computacional, OpenCV avançado, YOLO v8+, Terraform, Melhoria de imagem (Normalização, Correção de iluminação, Redução de ruído, Cenários noturnos / chuva), Projetos com Tráfego, Projetos com OCR veicular, Projetos com Pedágio, Projetos com Visão computacional outdoor, Azure Solutions Architect Expert (Certification), Azure AI Engineer (Certification)
|
#4352760253 | 01-12-26 22:08 |
|
35
|
Lead Security Engineer - Okta/IAM Specialist
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|
Nubank
|
São Paulo, São Paulo, Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Flash] The candidate demonstrates strong leadership, project management, and automation skills with a data-driven and fast-learner mindset. However, there are critical gaps in core Identity & Access Management (IAM) and Security Engineering expertise, specifically regarding Okta proficiency, IAM protocols (OIDC, OAuth2, SAML), and cloud-native IAM services. While many soft skills align, the specialized hard skills required for a Lead Security Engineer are largely absent.
**Critical Gaps:**
- Specialized Identity & Access Management (IAM) domain expertise, particularly with Okta and related protocols
- Solid background in core Security Engineering principles and practices
**Strengths:**
- Exceptional leadership, project governance, and stakeholder management skills
- Strong automation and data-driven mindset with proven impact
- Demonstrated ability to self-teach and rapidly build complex systems
**Missing Required:** Strong proficiency with Okta (Workforce), Advanced knowledge of IAM (OIDC, OAuth2, SAML, SWA, SCIM, JIT Provisioning), Solid background in Security Engineering (protocols, cryptography, access control, threat modeling, least privilege, authentication, authorization), Experience integrating Okta with microservices, APIs, CI/CD platforms, directories (AD/LDAP), and SaaS applications, Proven experience with native IAM services and security best practices for at least one major cloud provider (AWS or GCP)
Missing_Assets:
Okta (Workforce) proficiency, OIDC, OAuth2, SAML, SWA, SCIM, JIT Provisioning, Security Engineering protocols, Cryptography, Access control, Threat modeling, Complete mediation, Open-design, Least privilege (in security context), Authentication (security specific), Authorization (security specific), Integrating Okta with microservices, APIs, CI/CD platforms, directories (AD/LDAP), and SaaS applications, Go (programming language), Node.js (programming language), AWS IAM, Google Cloud IAM, IGA (Identity Governance and Administration) concepts, PAM (Privileged Access Management) concepts
|
#4334638702 | 01-12-26 22:07 |
|
25
|
Engenheiro de Dados Pleno
View_Position
→
|
[EA] Up Brasil
|
Uberlândia, Minas Gerais, Brazil |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[Copilot: claude-sonnet-4] The candidate has strong systems architecture and automation experience, but lacks the core technical skills for a Data Engineer role. While they demonstrate excellent business-technical bridge capabilities and data integrity work with ERP systems, they're missing critical Azure cloud platform experience, PySpark/Databricks expertise, and modern data pipeline development skills required for this position.
**Critical Gaps:**
- Cloud platform experience (Azure ecosystem)
- Modern data engineering stack (PySpark/Databricks)
- Programming languages (Python/SQL)
**Strengths:**
- Data integrity and validation expertise
- ERP system experience (TOTVS)
- Business-technical translation capabilities
**Missing Required:** Azure cloud experience, Databricks platform, PySpark framework, Python programming, SQL databases, Data Lake technologies, ETL/ELT pipelines
Missing_Assets:
Azure, Databricks, PySpark, Python, SQL, Azure Data Factory, Azure Data Lake Storage, Delta Lake, Power BI, ETL/ELT, Data modeling
|
#4330138414 | 01-12-26 22:07 |
|
94
|
AI Training Automation Engineer - Bash/PowerShell
View_Position
→
|
Emma of Torre.ai
|
Brazil |
EXCELLENT MATCH▼
[ANALYSIS_REPORT]
**STRONG_MATCH**
[Copilot: gpt-5-mini] Strong alignment: candidate demonstrates recent, production-grade automation and systems architecture experience plus proven AI/LLM infrastructure learning that implies Linux/Bash and model-deployment skills. Minor gaps are tooling preferences and explicit open-source/CI contributions but nothing that blocks performing the role.
**Strengths:**
- Proven automation-first production systems builder with measurable operational impact
- Demonstrated rapid self-teaching and hands-on AI/LLM infrastructure experience (implies Linux/Bash and deployment skills)
- Excellent English (C2) and ability to bridge exec-level requirements to technical execution
Missing_Assets:
Explicit PowerShell (2+ years), awk/sed/grep (POSIX text-tooling), Documented merged PRs or open-source CLI/DevOps contributions, Explicit CI/CD pipeline experience (e.g., GitHub Actions, Jenkins) in resume
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#4361104796 | 01-12-26 22:07 |
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