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
62
Arquiteto de Soluções
Logiks Tecnologia
Brasília, Federal District, Brazil (Remote)
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GOOD MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[G2.5 Pro] The candidate is a highly capable Systems Architect with a strong track record in automation, infrastructure, and API integration. However, the profile has a critical gap concerning the core requirement of this position: proven, direct experience with Camunda, BPMN, and DMN.
**⚠️ Critical Gaps:**
- The role requires a specialist in Camunda and BPMN for process orchestration, while the candidate's experience is in general systems architecture and custom automation.
**✅ Strengths:**
- Systems Architecture & Vision
- API Integration & Automation
- Fast learner with proven ability to master new technical domains
**❌ Missing Required:** Experiência comprovada com Camunda, BPMN, DMN e orquestração de microserviços (specific tooling), Mensageria
Missing:
Camunda, BPMN, DMN, Java, Azure, BPM Certification, DevOps Certification, Experiência em órgãos públicos
#4346651282 · 01-01-26 10:30
15
Senior Pega System Architect – São Paulo, Brazil
Rules Cube
São Paulo, São Paulo, Brazil (Hybrid)
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POOR MATCH▼
[ANALYSIS]
**DISQUALIFIED**
[Copilot: claude-sonnet-4.5] Critical platform mismatch. Role requires certified Pega specialist with 3+ years Pega PRPC experience and mandatory PCSSA certification. Candidate has strong systems architecture and financial services background, but zero Pega platform experience or certifications. This is a proprietary platform role, not a general architecture position.
**⚠️ Critical Gaps:**
- Pega Platform Experience (3+ years required)
- PCSSA Certification (mandatory)
- Pega-specific technical expertise
**✅ Strengths:**
- Systems Architecture & Design
- Financial Services Experience
- Automation & Integration Expertise
**❌ Missing Required:** Pega PRPC platform experience, PCSSA certification, Pega workflows, Pega business rules, Pega data pages, Pega activities
Missing:
Pega PRPC, Pega Workflows, Pega Business Rules, Pega UI Design, Pega Data Pages, Pega Activities, PCSSA Certification, PCDC Certification, Pega Development
#4340316518 · 01-01-26 10:30
52
Arquiteto de Soluções
Click TI Group
Campo Grande, Mato Grosso do Sul, Brazil (Remote)
View
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WEAK MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[G2.5 Pro] The candidate is a highly skilled technical architect with proven experience building complex infrastructure from the ground up. However, the role is fundamentally a pre-sales position requiring commercial process experience, which represents a critical gap in the candidate's background. His strengths are in hands-on building, not in client-facing solution design within a sales cycle.
**⚠️ Critical Gaps:**
- Experiência em Pré-vendas / Suporte Comercial
**✅ Strengths:**
- Deep hands-on infrastructure knowledge (local AI clusters, JIT systems)
- Proven ability to architect complex, automated systems from scratch
- Strong self-learning capability for new vendor technologies
**❌ Missing Required:** Experiência com análise técnica de editais e RFPs, Experiência em dimensionamento de soluções para clientes externos, Atuação consultiva no processo comercial
Missing:
Pré-vendas (Pre-sales), Processo Comercial (Sales Process), Análise de Editais/RFPs (Bid/RFP Analysis), Relacionamento com Cliente (Client-facing sales support)
#4344601219 · 01-01-26 10:29
70
110 - Arquiteto de Soluções Sênior
Develcode
Caxias do Sul, Rio Grande do Sul, Brazil (Hybrid)
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GOOD MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[G2.5 Pro] Candidate shows strong, hands-on experience in systems architecture and automation, directly matching key requirements like Terraform and CI/CD. The profile demonstrates a powerful ability to learn and apply complex technologies. However, the score is significantly impacted by a critical geographic mismatch for the hybrid role and a clear gap in formal modeling/documentation tools.
**⚠️ Critical Gaps:**
- Hybrid work in São Paulo-SP (candidate is based elsewhere in Brazil)
**✅ Strengths:**
- Hands-on Systems Architecture (building from scratch)
- DevOps & Automation (Terraform, CI/CD, Docker)
- Proven Fast Learner with AI Infrastructure Experience
**❌ Missing Required:** Modelagem e Documentação (UML, C4 Model, ArchiMate), Deep experience in specific cloud platforms (Azure, GCP), Knowledge of specific messaging systems (Kafka, RabbitMQ)
Missing:
UML, C4 Model, ArchiMate, LGPD, Kafka, RabbitMQ, GraphQL, Azure, GCP
#4328539827 · 01-01-26 10:28
72
Arquiteto de Soluções - Senior
Direct Solution
Mogi das Cruzes, São Paulo, Brazil (Hybrid)
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GOOD MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[Copilot: claude-sonnet-4.5] Strong architectural thinking and systems design experience demonstrated through real-world implementations (JIT inventory system, AI clusters, trading bots). The candidate shows 10+ years building end-to-end systems with clear business ROI focus. However, lacks explicit senior leadership at tech companies and formal software architecture certifications. The self-taught engineering path (from Supply Chain → Quant → Full Systems) shows adaptability but may face perception gaps for 'Sênior' title requirements.
**⚠️ Critical Gaps:**
- No explicit 'Senior Solutions Architect' title in tech companies
- Degree in Mechatronics (not Computer Science/Software Engineering)
**✅ Strengths:**
- Proven track record building autonomous, production-grade systems (JIT inventory 95% uptime, algorithmic trading)
- Unique business-to-tech translation ability from Supply Chain and Finance background - directly aligns with 'strategic consultant' role
- Demonstrated innovation leadership through self-directed AI infrastructure projects and emerging tech adoption
**❌ Missing Required:** Proven Senior Solutions Architect experience at technology companies, Computer Science or related degree (has Mechatronics Engineering)
Missing:
Formal Computer Science/Software Engineering degree, Proven Senior Architect role at tech company, Microservices architecture patterns (explicit), Cloud-native architecture (AWS/Azure/GCP deep expertise), Enterprise architecture frameworks (TOGAF, Zachman), API Gateway patterns, Event-driven architecture, Message queuing systems (Kafka, RabbitMQ), Service mesh technologies, Post-grad/Masters in CS (desirable)
#4319569092 · 01-01-26 10:27
45
Arquiteto de Dados Pré Vendas Sr
Qi Network - Google Cloud Premier Partner
Florianópolis, Santa Catarina, Brazil (Remote)
View
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WEAK MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[Copilot: claude-sonnet-4.5] Candidate has strong systems architecture and automation engineering experience with cloud fundamentals, but lacks specific Data Architecture expertise (Data Lakes, Data Warehouses, ETL/ELT pipelines) and multicloud production experience (GCP/Azure). The role requires a specialized Data Architect with proven big data/analytics delivery and pre-sales experience. Candidate's background is in operational systems automation and AI infrastructure, not enterprise data platform design. However, demonstrates fast-learner potential through self-taught AI/ML deployment and complex system builds.
**⚠️ Critical Gaps:**
- No demonstrated Data Architecture experience (Data Lakes, DWH, dimensional modeling)
- No proven Big Data or Analytics platform delivery
- Lack of multicloud production experience (only basic AWS mentioned)
- No pre-sales or technical consulting background
- Missing data governance and compliance expertise
**✅ Strengths:**
- Proven systems architect who builds production-grade automated platforms from scratch (JIT e-commerce system with >95% stock rates)
- Strong business domain expertise (Supply Chain, Finance) valuable for understanding client data needs
- Self-directed learner with hands-on AI/ML infrastructure experience (local GPU clusters, LLM deployment)
**❌ Missing Required:** Proven experience as Data Architect or Data Engineer in Big Data/Analytics/ML projects, Data migration and modernization project history, Production experience with at least one major cloud platform (GCP/AWS/Azure), Technical pre-sales skills (proposals, presentations, client negotiation), Cloud data solutions certifications
Missing:
Data Lake architecture (GCP BigQuery, AWS Redshift, Azure Synapse), Data Warehouse design and modeling, ETL/ELT pipeline tools (Apache Airflow, DBT, Dataflow), Big Data platforms (Spark, Hadoop, Databricks), Data governance frameworks (LGPD, GDPR compliance), Data Mesh / Data Fabric architectures, GCP and Azure cloud platforms, Pre-sales and technical proposal writing experience, Client-facing consultation and workshops
#4298431433 · 01-01-26 10:27
52
Arquiteto(a) de Dados
Solo Network
Pinhais, Paraná, Brazil (Remote)
View
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WEAK MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[Copilot: gpt-5] Strong systems/automation background with Python/SQL and CI/CD, but lacks hands-on Azure/Microsoft data stack and formal data modeling/governance required; fast learner potential mitigates some risk.
**⚠️ Critical Gaps:**
- Hands-on Azure data stack (ADF, Synapse, ADLS, Azure SQL, Power BI)
- Formal dimensional/event-driven data modeling
- LGPD/governance with lineage/catalog tools
**✅ Strengths:**
- Architecting end-to-end automated systems aligned to business outcomes
- Python/SQL-driven data processing and pipeline automation
- CI/CD, Docker, Terraform with operational resilience
**❌ Missing Required:** Azure (practical experience), Azure Data Factory, Azure Synapse Analytics, Azure Data Lake, Azure SQL / SQL Server, Power BI, Dimensional Modeling, Event-Driven Modeling, Data Governance practices, LGPD, Lineage and Cataloging tools
Missing:
Azure, Azure Data Factory, Azure Synapse Analytics, Azure Data Lake Storage, Azure SQL, SQL Server, Power BI, Microsoft Purview, Microsoft Fabric, Dimensional Modeling, Event-Driven Modeling, Data Mesh, Lakehouse, Medallion Architecture, Data Governance, LGPD Compliance, Data Lineage, Data Cataloging
#4346777726 · 01-01-26 10:26
22
Data Vault Architect - Data Platform Migration Lead
Data Meaning
Brazil (Remote)
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Pro] The candidate is a proven systems architect and a fast learner, but they have critical gaps in the core technologies required for this role. The position demands expert-level, hands-on experience with Data Vault 2.0, Snowflake, and Informatica retirement, none of which are present in the candidate's background.
**⚠️ Critical Gaps:**
- Role requires expert-level Data Vault 2.0, Snowflake, and Informatica migration experience, which are entirely missing from the candidate's resume.
**✅ Strengths:**
- Strong general systems architecture and automation skills
- Demonstrated ability to self-teach and master complex technical domains
- Experience with Python and SQL, providing a foundation for learning the required tools
**❌ Missing Required:** Data Vault 2.0 (DV2), Snowflake engineering, Informatica Cloud mapping, Erwin Data Modeler, BI migration (MicroStrategy to Tableau/Power BI), 10+ years in enterprise data platforms
Missing:
Data Vault 2.0, Snowflake, Informatica Cloud, Erwin Data Modeler, Erwin DI, MicroStrategy, Tableau, Power BI, Fivetran, dbt
#4329210352 · 01-01-26 10:26
67
Arquiteto(a) de Solucoes
Innolevels Tecnologia Da Informacao
Recife, Pernambuco, Brazil (On-site)
View
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GOOD MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[G2.5 Pro] Good match on backend and infrastructure skills, with demonstrated Python, Docker, and IaC experience. The candidate shows a strong learning ability and career trajectory towards this role. The main drawback is a critical gap in frontend technologies (React/Angular) and a lack of deep production experience with a major cloud provider.
**⚠️ Critical Gaps:**
- Frontend development (Angular or React)
**✅ Strengths:**
- Extensive Python experience in production systems
- Proven ability to architect and build complex automated systems from scratch
- Strong foundation in infrastructure (Docker, Terraform, CI/CD)
**❌ Missing Required:** Deep production experience in a major cloud platform (AWS, Azure, GCP), Kubernetes
Missing:
Angular, React, Kubernetes, Azure, Google Cloud, OCI, Espanhol
#4324918887 · 01-01-26 10:25
42
Arquiteto de Soluções (Enterprise/IBM)
Grupo Criatto Rh
São Paulo, São Paulo, Brazil (Hybrid)
View
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WEAK MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[G2.5 Pro] The candidate is a highly capable systems architect and AI engineer with a strong entrepreneurial background, but there is a critical mismatch with the required technology stack. His expertise is in self-hosted/on-prem infrastructure, Python, and custom automation, while the role demands deep, specialized experience in enterprise consulting for AWS, IBM, and Microsoft platforms.
**⚠️ Critical Gaps:**
- Deep experience with complex AWS architectures (candidate is AWS basics/on-prem focused)
- Experience with IBM and Microsoft enterprise products
**✅ Strengths:**
- Proven ability to architect and build entire systems from scratch (JIT inventory, AI clusters)
- Strong business and financial acumen from founding a company and prior finance roles
- Demonstrated fast learner with a clear career progression towards complex technical challenges
**❌ Missing Required:** Certificação AWS SA Associate, Conhecimento em estratégias de FinOps (Governança)
Missing:
FinOps, ITIL, Methodologias Ágeis, Venda de produtos e licenciamentos, Cloudability, Instana, Turbonomics, MS Azure, GCP
#4281339671 · 01-01-26 10:24
54
Arquiteto(a) de Soluções Oracle NetSuite - São Paulo Capital
B2Finance
Barueri, São Paulo, Brazil (Hybrid)
View
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WEAK MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[Copilot: gpt-4.1] O candidato demonstra sólida experiência em arquitetura de sistemas, integração de APIs, automação de processos e domínio de supply chain/finanças, além de inglês fluente. No entanto, não há experiência comprovada ou menção direta a Oracle NetSuite, seus módulos, SuiteScript, ou projetos de implantação/arquitetura de soluções NetSuite, que são requisitos críticos. As demais habilidades técnicas e consultivas são fortes, mas a ausência de vivência prática com NetSuite e certificações Oracle limita o match.
**⚠️ Critical Gaps:**
- Experiência prática com Oracle NetSuite
- Domínio dos módulos NetSuite
- SuiteScript (customizações NetSuite)
**✅ Strengths:**
- Arquitetura de sistemas complexos
- Integração de APIs e automação
- Domínio de supply chain e finanças
**❌ Missing Required:** Oracle NetSuite, SuiteScript, Implantação/arquitetura de soluções NetSuite
Missing:
Oracle NetSuite, NetSuite OneWorld, SuiteScript, Implantação de NetSuite, Arquitetura de soluções NetSuite, Módulos NetSuite (Financeiro, Compras, Vendas, Estoque, Projetos, CRM), Certificações Oracle NetSuite, Power BI, Celigo, Metodologias PMBOK, SAP Activate, ITIL
#4305633810 · 01-01-26 10:24
64
Machine Learning Solutions Architect
phData
Latin America (Remote)
View
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GOOD MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[Copilot: gpt-5] Strong systems architecture, Python/SQL, Docker/Linux, and automation; lacks direct experience with Snowflake/Databricks/Spark, Kafka/JMS, and enterprise cloud MLOps (SageMaker/MLflow), so ramp-up needed but learnability is high.
**⚠️ Critical Gaps:**
- Snowflake
- Databricks
- Apache Spark
- Enterprise MLOps on cloud (SageMaker/MLflow)
- Kafka/JMS
**✅ Strengths:**
- Python engineering and automation
- Systems architecture with Docker/Linux
- SQL and practical data pipeline design
**❌ Missing Required:** Hands-on in big data ecosystems (Spark/Snowflake/Databricks), Kafka/JMS data source integration, Production experience with core data tech (HDFS/Redshift/EMR), API/web server development (Flask/Django/Spring), Distributed SQL performance tuning
Missing:
Snowflake, Databricks, Apache Spark, Kafka, JMS, HDFS, Amazon EMR, Amazon Redshift, Flask, Django, Spring, Distributed SQL optimization, Oracle, SAP, Kubernetes, MLflow, AWS SageMaker, Azure ML, TensorFlow, Keras, scikit-learn, dbt, Fivetran, Pinecone
#4323904644 · 01-01-26 10:23
42
Arquiteto de soluções
Moldsoft Tecnologia
Greater São Paulo Area (Hybrid)
View
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WEAK MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Pro] The candidate is a talented systems architect with a proven ability to self-teach and build complex, automated infrastructure. However, there is a fundamental mismatch between their technical stack (Python, Linux, self-hosted) and the job's core requirements for the Microsoft ecosystem (.NET, C#, Azure). While conceptually strong, the technology gap makes this a poor fit for an architect-level role.
**⚠️ Critical Gaps:**
- Primary development stack: The role requires deep .NET and C# expertise, whereas the candidate's experience is exclusively in Python.
- Cloud Platform: The role is centered on Microsoft Azure, but the candidate has only basic AWS knowledge and focuses on on-premise hardware.
**✅ Strengths:**
- Demonstrated ability to architect and build complex, automated systems (JIT Inventory).
- Strong infrastructure and containerization fundamentals (Docker, on-premise clusters).
- Proven fast learner with a history of self-teaching advanced technical domains (AI, Algo-Trading).
**❌ Missing Required:** Microsoft Azure expertise, .NET development experience, C# development experience, Kubernetes and container orchestration, Healthcare industry regulatory knowledge (e.g., HIPAA)
Missing:
.NET, C#, Microsoft Azure, Kubernetes, Healthcare domain (HIPAA), Multi-cloud architecture
#4229393278 · 01-01-26 10:22
50
Arquiteto – Salesforce Commerce Cloud
AVANTTi
São Paulo, São Paulo, Brazil (Hybrid)
View
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WEAK MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[Copilot: gpt-5-mini] Strong infrastructure, e‑commerce automation and technical leadership show high fast‑learner potential and many transferable skills. However, the role requires deep, hands‑on Salesforce Commerce Cloud (SFCC) development experience which is not present on the resume.
**⚠️ Critical Gaps:**
- SFCC platform development (SFRA, controllers, jobs, OCAPI/SCAPI) — domain-specific, blocking for this role
**✅ Strengths:**
- Proven e‑commerce systems architecture and automation (JIT inventory)
- Infrastructure and DevOps expertise (Docker, Terraform, CI/CD, clusters)
- Technical leadership and governance experience (founder/lead roles)
**❌ Missing Required:** Hands-on SFCC (SFRA, controllers, jobs, OCAPI/SCAPI)
Missing:
Salesforce Commerce Cloud (SFCC) platform development, SFRA (Salesforce Reference Architecture/Site framework), SFCC controllers (cartridge/controller development), SFCC jobs (scheduled jobs development), OCAPI (Open Commerce API), SCAPI (Shop API / SCAPI endpoints)
#4333192248 · 01-01-26 10:22
70
Arquiteto(a) de Dados Sênior (Remoto)
Beyond Soluções
Belo Horizonte, Minas Gerais, Brazil (Remote)
View
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GOOD MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[Copilot: gpt-5] Strong systems architecture, Python/SQL, infrastructure and automation align well; explicit enterprise data architecture, governance/LGPD, and event-driven/data platform tooling are not demonstrated.
**⚠️ Critical Gaps:**
- Arquitetura de dados corporativa comprovada
- Expertise prática em LGPD/compliance
- Stack de eventos (Kafka) em produção
**✅ Strengths:**
- Python/SQL para pipelines e análise
- Arquitetura e automação de sistemas de ponta a ponta
- Infraestrutura/DevOps (Docker, Terraform, Linux)
**❌ Missing Required:** Experiência prática como Arquiteto(a) de Dados, Participação em modernização de dados com reestruturação arquitetural, Hands-on com Data Lakes/Data Warehouses, Arquiteturas orientadas a eventos, Alinhamento prático com governança e qualidade de dados/LGPD
Missing:
Data Lake, Data Warehouse, Arquitetura orientada a eventos, Governança de dados, LGPD, Kafka, Spark, Airflow, dbt, Snowflake/BigQuery/Redshift, Data Catalog/Lineage
#4329762796 · 01-01-26 10:21
92
Staffing Solution Architect - Remote Work
BairesDev
São Paulo, Brazil (Remote)
View
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EXCELLENT MATCH▼
[ANALYSIS]
**STRONG_MATCH**
[G2.5 Pro] The candidate is a strong match due to an extensive 10+ year career that intentionally progresses towards deep technical architecture. He has proven, hands-on experience in several required domains (Backend, DevOps, Data, AI) and a demonstrated ability to quickly master new, complex technologies. His background as a founder and consultant strongly implies the client-facing communication skills necessary for this role.
**✅ Strengths:**
- Deep expertise in multiple modern tech stacks (Backend, DevOps, Data, AI)
- Proven fast learner with a track record of self-teaching complex systems from scratch
- Over 10 years of experience with a clear progression towards technical leadership
Missing:
Frontend development, Mobile development, QA (Quality Assurance)
#4329581832 · 01-01-26 10:20
81
Arquiteto de Soluções (inglês avançado)
Objective
Barueri, São Paulo, Brazil (Hybrid)
View
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STRONG MATCH▼
[ANALYSIS]
**STRONG_MATCH**
[G2.5 Pro] The candidate is a strong architectural fit, demonstrating direct experience in core required areas like authentication (SSO/SAML/OIDC) and a solid development background in Python. His self-directed projects in AI infrastructure and automated systems infer a deep capacity for learning and systems thinking, aligning with the role's challenges. The primary gaps are the preference for GCP over his listed AWS basics and a potential logistical mismatch with the hybrid work location.
**⚠️ Critical Gaps:**
- Hybrid work requirement (2x/week in Barueri/SP) may not align with the candidate's current location in Brazil.
**✅ Strengths:**
- Strong AuthN/AuthZ knowledge (SSO, OIDC, SAML)
- Proven ability to architect and build complex automated systems from scratch
- Demonstrated fast learner with intentional career progression towards AI/Infrastructure
**❌ Missing Required:** Deep experience in GCP is preferred; the candidate lists 'AWS Basics', although AWS is listed as acceptable.
Missing:
GCP (Google Cloud Platform), Okta, Auth0, Azure AD, Google Identity, Apigee, Kong, Jenkins, GitLab
#4319368344 · 01-01-26 10:20
92
Customer Success Solution Architect (Brazil)
Articul8 AI
Brazil (Remote)
View
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EXCELLENT MATCH▼
[ANALYSIS]
**STRONG_MATCH**
[G2.5 Pro] Candidate is an exceptionally strong fit, demonstrating deep experience in systems architecture and hands-on AI infrastructure by self-hosting LLMs. The career trajectory shows a clear and intentional progression towards this exact type of role. While there are gaps in specific cloud-native tools like Kubernetes and Prometheus, the candidate's proven fast-learning ability and foundational strength mitigate this risk.
**✅ Strengths:**
- Hands-on AI/LLM Infrastructure Experience (Self-Hosted)
- Proven Systems Architecture & Automation at Production Scale
- Strong Business Acumen from Finance/Supply Chain Background
Missing:
Azure, GCP, Node.js, Go, Ruby, OpenAPI, FastAPI, Swagger, Flask, MongoDB, Redis, Scikit-learn, Keras, Jenkins, Kubernetes, Prometheus, Grafana, ELK Stack, Microsoft Visio, Drawio, JIRA, Confluence, Trello, Master’s or PhD
#4344440383 · 01-01-26 10:19
80
AI Solutions Architect
N-iX
São Paulo, São Paulo, Brazil
View
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STRONG MATCH▼
[ANALYSIS]
**STRONG_MATCH**
[G2.5 Pro] The candidate is a strong match due to proven experience in architecting and deploying complex, automated systems from the ground up, including self-hosted AI infrastructure. While not from a formal consultancy background, their founder and freelance roles demonstrate the required client-facing and solution-driven mindset. The career trajectory shows a deliberate and successful pivot into the AI/ML domain.
**✅ Strengths:**
- Hands-on AI infrastructure experience (self-hosted LLM clusters)
- Proven systems architecture and end-to-end automation (JIT inventory system)
- Strong business acumen from a background in Finance and Supply Chain
**❌ Missing Required:** 2+ years in an AI/ML Architect role specifically within a 'consultancy' context (candidate's experience is as a founder/freelancer), Does not meet the '8 years with a solid focus on AI/ML Engineering' (focus is closer to 6 years), though total IT experience exceeds 10 years
#4342199815 · 01-01-26 10:18
82
Senior Solutions Architect, Brazil
CI&T
Brazil (Remote)
View
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STRONG MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[Copilot: gpt-4.1] The candidate demonstrates strong experience in software architecture, cloud infrastructure (with AWS basics and local clusters), Python development, and leadership. Communication in English is fluent, and there is clear evidence of leading technical projects and bridging business/tech. However, there is no direct experience with Google Cloud or Salesforce, and no mention of Banner, which are key requirements for this role.
**⚠️ Critical Gaps:**
- Banner
**✅ Strengths:**
- Software architecture
- Python & automation
- Technical leadership/communication
**❌ Missing Required:** Google Cloud, Salesforce
Missing:
Google Cloud, Salesforce, Banner
#4343270718 · 01-01-26 10:18
15
SAP S4 HANA Finance and PTP Architect
HCLTech
Brazil (Remote)
View
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POOR MATCH▼
[ANALYSIS]
**DISQUALIFIED**
[Copilot: claude-sonnet-4.5] The candidate is a strong technical generalist with systems architecture, Python automation, and supply chain experience, but lacks the core SAP Finance/FICO expertise this role absolutely requires. This is an SAP functional consultant position requiring deep S/4 HANA Finance configuration knowledge (GL, AP, AR, Fixed Assets, Treasury), which is not present in the resume. While the candidate has relevant supply chain/finance domain knowledge and could theoretically transition into SAP, this specific role demands hands-on SAP implementation experience. The missing Spanish language requirement is also blocking.
**⚠️ Critical Gaps:**
- No SAP experience whatsoever - this is an SAP functional consultant role
- No S/4 HANA Finance implementation experience (core requirement)
- No SAP FICO module configuration knowledge
- No experience with LATAM SAP rollouts (Argentina, Brazil, Chile, Mexico)
- Spanish language not mentioned (required alongside English)
**✅ Strengths:**
- Strong financial and supply chain domain knowledge from previous roles (Financial Analyst, Procurement roles)
- Systems architecture and automation experience shows learning capability and technical aptitude
- Portuguese native speaker with English fluency (covers Brazil requirement partially)
**❌ Missing Required:** SAP Finance S/4 HANA experience, S/4 HANA Finance implementation for LATAM countries, SAP FICO configuration (GL, AP, AR, FA, Treasury, CCA, CO-PA), SNOW/CHARM/HP ALM tools, Spanish language proficiency, SAP data migration experience, Client-facing SAP consulting experience
Missing:
SAP Finance (S/4 HANA), SAP FICO Configuration, General Ledger (GL), Accounts Payable (AP), Accounts Receivable (AR), Fixed Assets (FA), Treasury Module, Cost Center Accounting (CCA), Profitability Analysis (CO-PA), Banking Module, SAP Interface Configuration, SNOW (ServiceNow), CHARM (Change Request Management), HP ALM (Application Lifecycle Management), Spanish Language
#4329735355 · 01-01-26 10:17
62
Arquiteto(a) de Dados AWS – Sênior
Accenture Brasil
Greater Recife (Remote)
View
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GOOD MATCH▼
[ANALYSIS]
**WEAK_MATCH**
[G2.5 Pro] The candidate is a strong systems architect and a proven fast learner with deep expertise in Python, SQL, and building complex automated systems from the ground up. However, there is a critical gap in the required AWS-specific data services (Glue, Athena, Step Functions) and formal data modeling experience, which are central to this Data Architect role.
**⚠️ Critical Gaps:**
- Deep experience with the AWS managed data stack (Glue, Athena, Step Functions, etc.) is required; candidate's listed experience is in 'AWS Basics' and on-premise infrastructure.
**✅ Strengths:**
- Proven ability to architect, build, and deploy complex, automated systems end-to-end.
- Deep, project-based expertise in Python and SQL.
- Recognized fast learner with a strong career trajectory towards complex technical roles.
**❌ Missing Required:** Formal Data Modeling (dimensional, columnar, document), Go, JavaScript, TypeScript, Advanced AWS Data Services (Glue, Athena, etc.)
Missing:
AWS Glue, AWS Athena, AWS Step Functions, AWS Event Bridge, AWS SQS, AWS SNS, Data Modeling (Dimensional, Columnar, Document), Go, JavaScript, TypeScript, Spanish
#4327989610 · 01-01-26 10:17
33
SAP Analytics & Data Architect
SAP
São Paulo, São Paulo, Brazil (Hybrid)
View
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POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Pro] The candidate is a strong systems architect with proven experience building complex, automated data-driven systems from the ground up. However, there is a critical and disqualifying gap in the required SAP-specific technologies (BDC, Datasphere, SAP core data structures), making them a poor fit for a role centered entirely on the SAP ecosystem.
**⚠️ Critical Gaps:**
- Expert-level understanding of SAP Business Data Cloud (BDC)
- Deep knowledge of SAP core data structures and BDC components (Datasphere, SAC, BW)
**✅ Strengths:**
- Proven systems architecture from concept to production
- Strong Python and SQL skills for data manipulation and automation
- Demonstrated ability to self-teach and apply complex technologies (AI, automated systems)
**❌ Missing Required:** Expertise in master data governance, data lineage, and data quality management
Missing:
SAP BDC, SAP Datasphere, SAP SAC, SAP BW, SAP core data structures, Master data governance, Data lineage, Data quality management, Databricks, Snowflake, Knowledge graph
#4327636873 · 01-01-26 10:16
62
Banco de Talentos
Paipe
São Paulo, São Paulo, Brazil (On-site)
View
→
GOOD MATCH▼
[ANALYSIS]
**GOOD_MATCH**
[Copilot: claude-sonnet-4.5] Good technical foundation with strong systems architecture and data pipeline experience, but lacks formal Data Architecture specialization. The candidate demonstrates 'Fast Learner' DNA through self-directed AI infrastructure projects and automated e-commerce systems. Core gap is enterprise Data Warehousing/BI/Big Data architecture experience, though SQL, Python data skills (Pandas), and system design abilities provide a solid base. Age 33 with proven ability to build complex systems from scratch suggests strong adaptation potential.
**✅ Strengths:**
- Proven end-to-end system architecture skills with JIT inventory achieving >95% accuracy
- Strong Python data manipulation (Pandas/NumPy) with production pipeline experience
- Supply Chain Analytics expertise (MITx MicroMasters) provides domain knowledge for data modeling
**❌ Missing Required:** 3+ years specific Data Architecture experience, Enterprise Data Warehousing expertise, Business Intelligence architecture, Big Data platform architecture (Hadoop/Spark ecosystem)
Missing:
Data Warehousing Architecture, Business Intelligence (BI) Architecture, Big Data Architecture, Metadata Architecture, Data Taxonomy Design, Enterprise Data Modeling (formal), ETL/ELT Tools, Data Governance Frameworks
#4231497455 · 01-01-26 10:15
30
Arquiteto de Soluções – SAP SD/TM (Logística)
Braskem
Brazil (Remote)
View
→
POOR MATCH▼
[ANALYSIS]
**POOR_FIT**
[G2.5 Pro] Candidate is a talented Systems Architect with strong, relevant domain experience in logistics, supply chain, and process automation. However, this is a POOR_FIT due to a critical, blocking gap: the role mandatorily requires 4+ years of advanced, hands-on SAP SD configuration experience, which is entirely absent from the candidate's resume. The candidate's background is in custom-built systems (Python, AI infra), not enterprise SAP environments.
**⚠️ Critical Gaps:**
- SAP SD (Sales & Distribution) - The entire job is centered around this and the candidate has zero experience.
**✅ Strengths:**
- Deep expertise in supply chain and logistics principles from hands-on experience.
- Proven ability to architect and build complex, automated systems from scratch (e.g., JIT inventory system).
- Strong modern technology skills (Python, AI Infrastructure, APIs) and a demonstrated fast learner.
**❌ Missing Required:** 4+ years experience in SAP SD configuration and projects, SAP Sales and Distribution (SD) module expertise, SAP Localização Brasil / Nota Fiscal
Missing:
SAP SD, SAP LES, SAP TM, SAP EWM/WM, SAP Pricing, SAP Nota Fiscal, SAP Credit Control
#4325525524 · 01-01-26 10:15
| Score | Role | Company | Location | Analysis | ID | Date ▼ |
|---|---|---|---|---|---|---|
|
62
|
Arquiteto de Soluções
View_Position
→
|
Logiks Tecnologia
|
Brasília, Federal District, Brazil (Remote) |
GOOD MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[G2.5 Pro] The candidate is a highly capable Systems Architect with a strong track record in automation, infrastructure, and API integration. However, the profile has a critical gap concerning the core requirement of this position: proven, direct experience with Camunda, BPMN, and DMN.
**⚠️ Critical Gaps:**
- The role requires a specialist in Camunda and BPMN for process orchestration, while the candidate's experience is in general systems architecture and custom automation.
**✅ Strengths:**
- Systems Architecture & Vision
- API Integration & Automation
- Fast learner with proven ability to master new technical domains
**❌ Missing Required:** Experiência comprovada com Camunda, BPMN, DMN e orquestração de microserviços (specific tooling), Mensageria
Missing_Assets:
Camunda, BPMN, DMN, Java, Azure, BPM Certification, DevOps Certification, Experiência em órgãos públicos
|
#4346651282 | 01-01-26 10:30 |
|
15
|
Senior Pega System Architect – São Paulo, Brazil
View_Position
→
|
Rules Cube
|
São Paulo, São Paulo, Brazil (Hybrid) |
POOR MATCH▼
[ANALYSIS_REPORT]
**DISQUALIFIED**
[Copilot: claude-sonnet-4.5] Critical platform mismatch. Role requires certified Pega specialist with 3+ years Pega PRPC experience and mandatory PCSSA certification. Candidate has strong systems architecture and financial services background, but zero Pega platform experience or certifications. This is a proprietary platform role, not a general architecture position.
**⚠️ Critical Gaps:**
- Pega Platform Experience (3+ years required)
- PCSSA Certification (mandatory)
- Pega-specific technical expertise
**✅ Strengths:**
- Systems Architecture & Design
- Financial Services Experience
- Automation & Integration Expertise
**❌ Missing Required:** Pega PRPC platform experience, PCSSA certification, Pega workflows, Pega business rules, Pega data pages, Pega activities
Missing_Assets:
Pega PRPC, Pega Workflows, Pega Business Rules, Pega UI Design, Pega Data Pages, Pega Activities, PCSSA Certification, PCDC Certification, Pega Development
|
#4340316518 | 01-01-26 10:30 |
|
52
|
Arquiteto de Soluções
View_Position
→
|
Click TI Group
|
Campo Grande, Mato Grosso do Sul, Brazil (Remote) |
WEAK MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[G2.5 Pro] The candidate is a highly skilled technical architect with proven experience building complex infrastructure from the ground up. However, the role is fundamentally a pre-sales position requiring commercial process experience, which represents a critical gap in the candidate's background. His strengths are in hands-on building, not in client-facing solution design within a sales cycle.
**⚠️ Critical Gaps:**
- Experiência em Pré-vendas / Suporte Comercial
**✅ Strengths:**
- Deep hands-on infrastructure knowledge (local AI clusters, JIT systems)
- Proven ability to architect complex, automated systems from scratch
- Strong self-learning capability for new vendor technologies
**❌ Missing Required:** Experiência com análise técnica de editais e RFPs, Experiência em dimensionamento de soluções para clientes externos, Atuação consultiva no processo comercial
Missing_Assets:
Pré-vendas (Pre-sales), Processo Comercial (Sales Process), Análise de Editais/RFPs (Bid/RFP Analysis), Relacionamento com Cliente (Client-facing sales support)
|
#4344601219 | 01-01-26 10:29 |
|
70
|
110 - Arquiteto de Soluções Sênior
View_Position
→
|
Develcode
|
Caxias do Sul, Rio Grande do Sul, Brazil (Hybrid) |
GOOD MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[G2.5 Pro] Candidate shows strong, hands-on experience in systems architecture and automation, directly matching key requirements like Terraform and CI/CD. The profile demonstrates a powerful ability to learn and apply complex technologies. However, the score is significantly impacted by a critical geographic mismatch for the hybrid role and a clear gap in formal modeling/documentation tools.
**⚠️ Critical Gaps:**
- Hybrid work in São Paulo-SP (candidate is based elsewhere in Brazil)
**✅ Strengths:**
- Hands-on Systems Architecture (building from scratch)
- DevOps & Automation (Terraform, CI/CD, Docker)
- Proven Fast Learner with AI Infrastructure Experience
**❌ Missing Required:** Modelagem e Documentação (UML, C4 Model, ArchiMate), Deep experience in specific cloud platforms (Azure, GCP), Knowledge of specific messaging systems (Kafka, RabbitMQ)
Missing_Assets:
UML, C4 Model, ArchiMate, LGPD, Kafka, RabbitMQ, GraphQL, Azure, GCP
|
#4328539827 | 01-01-26 10:28 |
|
72
|
Arquiteto de Soluções - Senior
View_Position
→
|
Direct Solution
|
Mogi das Cruzes, São Paulo, Brazil (Hybrid) |
GOOD MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[Copilot: claude-sonnet-4.5] Strong architectural thinking and systems design experience demonstrated through real-world implementations (JIT inventory system, AI clusters, trading bots). The candidate shows 10+ years building end-to-end systems with clear business ROI focus. However, lacks explicit senior leadership at tech companies and formal software architecture certifications. The self-taught engineering path (from Supply Chain → Quant → Full Systems) shows adaptability but may face perception gaps for 'Sênior' title requirements.
**⚠️ Critical Gaps:**
- No explicit 'Senior Solutions Architect' title in tech companies
- Degree in Mechatronics (not Computer Science/Software Engineering)
**✅ Strengths:**
- Proven track record building autonomous, production-grade systems (JIT inventory 95% uptime, algorithmic trading)
- Unique business-to-tech translation ability from Supply Chain and Finance background - directly aligns with 'strategic consultant' role
- Demonstrated innovation leadership through self-directed AI infrastructure projects and emerging tech adoption
**❌ Missing Required:** Proven Senior Solutions Architect experience at technology companies, Computer Science or related degree (has Mechatronics Engineering)
Missing_Assets:
Formal Computer Science/Software Engineering degree, Proven Senior Architect role at tech company, Microservices architecture patterns (explicit), Cloud-native architecture (AWS/Azure/GCP deep expertise), Enterprise architecture frameworks (TOGAF, Zachman), API Gateway patterns, Event-driven architecture, Message queuing systems (Kafka, RabbitMQ), Service mesh technologies, Post-grad/Masters in CS (desirable)
|
#4319569092 | 01-01-26 10:27 |
|
45
|
Arquiteto de Dados Pré Vendas Sr
View_Position
→
|
Qi Network - Google Cloud Premier Partner
|
Florianópolis, Santa Catarina, Brazil (Remote) |
WEAK MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[Copilot: claude-sonnet-4.5] Candidate has strong systems architecture and automation engineering experience with cloud fundamentals, but lacks specific Data Architecture expertise (Data Lakes, Data Warehouses, ETL/ELT pipelines) and multicloud production experience (GCP/Azure). The role requires a specialized Data Architect with proven big data/analytics delivery and pre-sales experience. Candidate's background is in operational systems automation and AI infrastructure, not enterprise data platform design. However, demonstrates fast-learner potential through self-taught AI/ML deployment and complex system builds.
**⚠️ Critical Gaps:**
- No demonstrated Data Architecture experience (Data Lakes, DWH, dimensional modeling)
- No proven Big Data or Analytics platform delivery
- Lack of multicloud production experience (only basic AWS mentioned)
- No pre-sales or technical consulting background
- Missing data governance and compliance expertise
**✅ Strengths:**
- Proven systems architect who builds production-grade automated platforms from scratch (JIT e-commerce system with >95% stock rates)
- Strong business domain expertise (Supply Chain, Finance) valuable for understanding client data needs
- Self-directed learner with hands-on AI/ML infrastructure experience (local GPU clusters, LLM deployment)
**❌ Missing Required:** Proven experience as Data Architect or Data Engineer in Big Data/Analytics/ML projects, Data migration and modernization project history, Production experience with at least one major cloud platform (GCP/AWS/Azure), Technical pre-sales skills (proposals, presentations, client negotiation), Cloud data solutions certifications
Missing_Assets:
Data Lake architecture (GCP BigQuery, AWS Redshift, Azure Synapse), Data Warehouse design and modeling, ETL/ELT pipeline tools (Apache Airflow, DBT, Dataflow), Big Data platforms (Spark, Hadoop, Databricks), Data governance frameworks (LGPD, GDPR compliance), Data Mesh / Data Fabric architectures, GCP and Azure cloud platforms, Pre-sales and technical proposal writing experience, Client-facing consultation and workshops
|
#4298431433 | 01-01-26 10:27 |
|
52
|
Arquiteto(a) de Dados
View_Position
→
|
Solo Network
|
Pinhais, Paraná, Brazil (Remote) |
WEAK MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[Copilot: gpt-5] Strong systems/automation background with Python/SQL and CI/CD, but lacks hands-on Azure/Microsoft data stack and formal data modeling/governance required; fast learner potential mitigates some risk.
**⚠️ Critical Gaps:**
- Hands-on Azure data stack (ADF, Synapse, ADLS, Azure SQL, Power BI)
- Formal dimensional/event-driven data modeling
- LGPD/governance with lineage/catalog tools
**✅ Strengths:**
- Architecting end-to-end automated systems aligned to business outcomes
- Python/SQL-driven data processing and pipeline automation
- CI/CD, Docker, Terraform with operational resilience
**❌ Missing Required:** Azure (practical experience), Azure Data Factory, Azure Synapse Analytics, Azure Data Lake, Azure SQL / SQL Server, Power BI, Dimensional Modeling, Event-Driven Modeling, Data Governance practices, LGPD, Lineage and Cataloging tools
Missing_Assets:
Azure, Azure Data Factory, Azure Synapse Analytics, Azure Data Lake Storage, Azure SQL, SQL Server, Power BI, Microsoft Purview, Microsoft Fabric, Dimensional Modeling, Event-Driven Modeling, Data Mesh, Lakehouse, Medallion Architecture, Data Governance, LGPD Compliance, Data Lineage, Data Cataloging
|
#4346777726 | 01-01-26 10:26 |
|
22
|
Data Vault Architect - Data Platform Migration Lead
View_Position
→
|
Data Meaning
|
Brazil (Remote) |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Pro] The candidate is a proven systems architect and a fast learner, but they have critical gaps in the core technologies required for this role. The position demands expert-level, hands-on experience with Data Vault 2.0, Snowflake, and Informatica retirement, none of which are present in the candidate's background.
**⚠️ Critical Gaps:**
- Role requires expert-level Data Vault 2.0, Snowflake, and Informatica migration experience, which are entirely missing from the candidate's resume.
**✅ Strengths:**
- Strong general systems architecture and automation skills
- Demonstrated ability to self-teach and master complex technical domains
- Experience with Python and SQL, providing a foundation for learning the required tools
**❌ Missing Required:** Data Vault 2.0 (DV2), Snowflake engineering, Informatica Cloud mapping, Erwin Data Modeler, BI migration (MicroStrategy to Tableau/Power BI), 10+ years in enterprise data platforms
Missing_Assets:
Data Vault 2.0, Snowflake, Informatica Cloud, Erwin Data Modeler, Erwin DI, MicroStrategy, Tableau, Power BI, Fivetran, dbt
|
#4329210352 | 01-01-26 10:26 |
|
67
|
Arquiteto(a) de Solucoes
View_Position
→
|
Innolevels Tecnologia Da Informacao
|
Recife, Pernambuco, Brazil (On-site) |
GOOD MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[G2.5 Pro] Good match on backend and infrastructure skills, with demonstrated Python, Docker, and IaC experience. The candidate shows a strong learning ability and career trajectory towards this role. The main drawback is a critical gap in frontend technologies (React/Angular) and a lack of deep production experience with a major cloud provider.
**⚠️ Critical Gaps:**
- Frontend development (Angular or React)
**✅ Strengths:**
- Extensive Python experience in production systems
- Proven ability to architect and build complex automated systems from scratch
- Strong foundation in infrastructure (Docker, Terraform, CI/CD)
**❌ Missing Required:** Deep production experience in a major cloud platform (AWS, Azure, GCP), Kubernetes
Missing_Assets:
Angular, React, Kubernetes, Azure, Google Cloud, OCI, Espanhol
|
#4324918887 | 01-01-26 10:25 |
|
42
|
Arquiteto de Soluções (Enterprise/IBM)
View_Position
→
|
Grupo Criatto Rh
|
São Paulo, São Paulo, Brazil (Hybrid) |
WEAK MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[G2.5 Pro] The candidate is a highly capable systems architect and AI engineer with a strong entrepreneurial background, but there is a critical mismatch with the required technology stack. His expertise is in self-hosted/on-prem infrastructure, Python, and custom automation, while the role demands deep, specialized experience in enterprise consulting for AWS, IBM, and Microsoft platforms.
**⚠️ Critical Gaps:**
- Deep experience with complex AWS architectures (candidate is AWS basics/on-prem focused)
- Experience with IBM and Microsoft enterprise products
**✅ Strengths:**
- Proven ability to architect and build entire systems from scratch (JIT inventory, AI clusters)
- Strong business and financial acumen from founding a company and prior finance roles
- Demonstrated fast learner with a clear career progression towards complex technical challenges
**❌ Missing Required:** Certificação AWS SA Associate, Conhecimento em estratégias de FinOps (Governança)
Missing_Assets:
FinOps, ITIL, Methodologias Ágeis, Venda de produtos e licenciamentos, Cloudability, Instana, Turbonomics, MS Azure, GCP
|
#4281339671 | 01-01-26 10:24 |
|
54
|
Arquiteto(a) de Soluções Oracle NetSuite - São Paulo Capital
View_Position
→
|
B2Finance
|
Barueri, São Paulo, Brazil (Hybrid) |
WEAK MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[Copilot: gpt-4.1] O candidato demonstra sólida experiência em arquitetura de sistemas, integração de APIs, automação de processos e domínio de supply chain/finanças, além de inglês fluente. No entanto, não há experiência comprovada ou menção direta a Oracle NetSuite, seus módulos, SuiteScript, ou projetos de implantação/arquitetura de soluções NetSuite, que são requisitos críticos. As demais habilidades técnicas e consultivas são fortes, mas a ausência de vivência prática com NetSuite e certificações Oracle limita o match.
**⚠️ Critical Gaps:**
- Experiência prática com Oracle NetSuite
- Domínio dos módulos NetSuite
- SuiteScript (customizações NetSuite)
**✅ Strengths:**
- Arquitetura de sistemas complexos
- Integração de APIs e automação
- Domínio de supply chain e finanças
**❌ Missing Required:** Oracle NetSuite, SuiteScript, Implantação/arquitetura de soluções NetSuite
Missing_Assets:
Oracle NetSuite, NetSuite OneWorld, SuiteScript, Implantação de NetSuite, Arquitetura de soluções NetSuite, Módulos NetSuite (Financeiro, Compras, Vendas, Estoque, Projetos, CRM), Certificações Oracle NetSuite, Power BI, Celigo, Metodologias PMBOK, SAP Activate, ITIL
|
#4305633810 | 01-01-26 10:24 |
|
64
|
Machine Learning Solutions Architect
View_Position
→
|
phData
|
Latin America (Remote) |
GOOD MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[Copilot: gpt-5] Strong systems architecture, Python/SQL, Docker/Linux, and automation; lacks direct experience with Snowflake/Databricks/Spark, Kafka/JMS, and enterprise cloud MLOps (SageMaker/MLflow), so ramp-up needed but learnability is high.
**⚠️ Critical Gaps:**
- Snowflake
- Databricks
- Apache Spark
- Enterprise MLOps on cloud (SageMaker/MLflow)
- Kafka/JMS
**✅ Strengths:**
- Python engineering and automation
- Systems architecture with Docker/Linux
- SQL and practical data pipeline design
**❌ Missing Required:** Hands-on in big data ecosystems (Spark/Snowflake/Databricks), Kafka/JMS data source integration, Production experience with core data tech (HDFS/Redshift/EMR), API/web server development (Flask/Django/Spring), Distributed SQL performance tuning
Missing_Assets:
Snowflake, Databricks, Apache Spark, Kafka, JMS, HDFS, Amazon EMR, Amazon Redshift, Flask, Django, Spring, Distributed SQL optimization, Oracle, SAP, Kubernetes, MLflow, AWS SageMaker, Azure ML, TensorFlow, Keras, scikit-learn, dbt, Fivetran, Pinecone
|
#4323904644 | 01-01-26 10:23 |
|
42
|
Arquiteto de soluções
View_Position
→
|
Moldsoft Tecnologia
|
Greater São Paulo Area (Hybrid) |
WEAK MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Pro] The candidate is a talented systems architect with a proven ability to self-teach and build complex, automated infrastructure. However, there is a fundamental mismatch between their technical stack (Python, Linux, self-hosted) and the job's core requirements for the Microsoft ecosystem (.NET, C#, Azure). While conceptually strong, the technology gap makes this a poor fit for an architect-level role.
**⚠️ Critical Gaps:**
- Primary development stack: The role requires deep .NET and C# expertise, whereas the candidate's experience is exclusively in Python.
- Cloud Platform: The role is centered on Microsoft Azure, but the candidate has only basic AWS knowledge and focuses on on-premise hardware.
**✅ Strengths:**
- Demonstrated ability to architect and build complex, automated systems (JIT Inventory).
- Strong infrastructure and containerization fundamentals (Docker, on-premise clusters).
- Proven fast learner with a history of self-teaching advanced technical domains (AI, Algo-Trading).
**❌ Missing Required:** Microsoft Azure expertise, .NET development experience, C# development experience, Kubernetes and container orchestration, Healthcare industry regulatory knowledge (e.g., HIPAA)
Missing_Assets:
.NET, C#, Microsoft Azure, Kubernetes, Healthcare domain (HIPAA), Multi-cloud architecture
|
#4229393278 | 01-01-26 10:22 |
|
50
|
Arquiteto – Salesforce Commerce Cloud
View_Position
→
|
AVANTTi
|
São Paulo, São Paulo, Brazil (Hybrid) |
WEAK MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[Copilot: gpt-5-mini] Strong infrastructure, e‑commerce automation and technical leadership show high fast‑learner potential and many transferable skills. However, the role requires deep, hands‑on Salesforce Commerce Cloud (SFCC) development experience which is not present on the resume.
**⚠️ Critical Gaps:**
- SFCC platform development (SFRA, controllers, jobs, OCAPI/SCAPI) — domain-specific, blocking for this role
**✅ Strengths:**
- Proven e‑commerce systems architecture and automation (JIT inventory)
- Infrastructure and DevOps expertise (Docker, Terraform, CI/CD, clusters)
- Technical leadership and governance experience (founder/lead roles)
**❌ Missing Required:** Hands-on SFCC (SFRA, controllers, jobs, OCAPI/SCAPI)
Missing_Assets:
Salesforce Commerce Cloud (SFCC) platform development, SFRA (Salesforce Reference Architecture/Site framework), SFCC controllers (cartridge/controller development), SFCC jobs (scheduled jobs development), OCAPI (Open Commerce API), SCAPI (Shop API / SCAPI endpoints)
|
#4333192248 | 01-01-26 10:22 |
|
70
|
Arquiteto(a) de Dados Sênior (Remoto)
View_Position
→
|
Beyond Soluções
|
Belo Horizonte, Minas Gerais, Brazil (Remote) |
GOOD MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[Copilot: gpt-5] Strong systems architecture, Python/SQL, infrastructure and automation align well; explicit enterprise data architecture, governance/LGPD, and event-driven/data platform tooling are not demonstrated.
**⚠️ Critical Gaps:**
- Arquitetura de dados corporativa comprovada
- Expertise prática em LGPD/compliance
- Stack de eventos (Kafka) em produção
**✅ Strengths:**
- Python/SQL para pipelines e análise
- Arquitetura e automação de sistemas de ponta a ponta
- Infraestrutura/DevOps (Docker, Terraform, Linux)
**❌ Missing Required:** Experiência prática como Arquiteto(a) de Dados, Participação em modernização de dados com reestruturação arquitetural, Hands-on com Data Lakes/Data Warehouses, Arquiteturas orientadas a eventos, Alinhamento prático com governança e qualidade de dados/LGPD
Missing_Assets:
Data Lake, Data Warehouse, Arquitetura orientada a eventos, Governança de dados, LGPD, Kafka, Spark, Airflow, dbt, Snowflake/BigQuery/Redshift, Data Catalog/Lineage
|
#4329762796 | 01-01-26 10:21 |
|
92
|
Staffing Solution Architect - Remote Work
View_Position
→
|
BairesDev
|
São Paulo, Brazil (Remote) |
EXCELLENT MATCH▼
[ANALYSIS_REPORT]
**STRONG_MATCH**
[G2.5 Pro] The candidate is a strong match due to an extensive 10+ year career that intentionally progresses towards deep technical architecture. He has proven, hands-on experience in several required domains (Backend, DevOps, Data, AI) and a demonstrated ability to quickly master new, complex technologies. His background as a founder and consultant strongly implies the client-facing communication skills necessary for this role.
**✅ Strengths:**
- Deep expertise in multiple modern tech stacks (Backend, DevOps, Data, AI)
- Proven fast learner with a track record of self-teaching complex systems from scratch
- Over 10 years of experience with a clear progression towards technical leadership
Missing_Assets:
Frontend development, Mobile development, QA (Quality Assurance)
|
#4329581832 | 01-01-26 10:20 |
|
81
|
Arquiteto de Soluções (inglês avançado)
View_Position
→
|
Objective
|
Barueri, São Paulo, Brazil (Hybrid) |
STRONG MATCH▼
[ANALYSIS_REPORT]
**STRONG_MATCH**
[G2.5 Pro] The candidate is a strong architectural fit, demonstrating direct experience in core required areas like authentication (SSO/SAML/OIDC) and a solid development background in Python. His self-directed projects in AI infrastructure and automated systems infer a deep capacity for learning and systems thinking, aligning with the role's challenges. The primary gaps are the preference for GCP over his listed AWS basics and a potential logistical mismatch with the hybrid work location.
**⚠️ Critical Gaps:**
- Hybrid work requirement (2x/week in Barueri/SP) may not align with the candidate's current location in Brazil.
**✅ Strengths:**
- Strong AuthN/AuthZ knowledge (SSO, OIDC, SAML)
- Proven ability to architect and build complex automated systems from scratch
- Demonstrated fast learner with intentional career progression towards AI/Infrastructure
**❌ Missing Required:** Deep experience in GCP is preferred; the candidate lists 'AWS Basics', although AWS is listed as acceptable.
Missing_Assets:
GCP (Google Cloud Platform), Okta, Auth0, Azure AD, Google Identity, Apigee, Kong, Jenkins, GitLab
|
#4319368344 | 01-01-26 10:20 |
|
92
|
Customer Success Solution Architect (Brazil)
View_Position
→
|
Articul8 AI
|
Brazil (Remote) |
EXCELLENT MATCH▼
[ANALYSIS_REPORT]
**STRONG_MATCH**
[G2.5 Pro] Candidate is an exceptionally strong fit, demonstrating deep experience in systems architecture and hands-on AI infrastructure by self-hosting LLMs. The career trajectory shows a clear and intentional progression towards this exact type of role. While there are gaps in specific cloud-native tools like Kubernetes and Prometheus, the candidate's proven fast-learning ability and foundational strength mitigate this risk.
**✅ Strengths:**
- Hands-on AI/LLM Infrastructure Experience (Self-Hosted)
- Proven Systems Architecture & Automation at Production Scale
- Strong Business Acumen from Finance/Supply Chain Background
Missing_Assets:
Azure, GCP, Node.js, Go, Ruby, OpenAPI, FastAPI, Swagger, Flask, MongoDB, Redis, Scikit-learn, Keras, Jenkins, Kubernetes, Prometheus, Grafana, ELK Stack, Microsoft Visio, Drawio, JIRA, Confluence, Trello, Master’s or PhD
|
#4344440383 | 01-01-26 10:19 |
|
80
|
AI Solutions Architect
View_Position
→
|
N-iX
|
São Paulo, São Paulo, Brazil |
STRONG MATCH▼
[ANALYSIS_REPORT]
**STRONG_MATCH**
[G2.5 Pro] The candidate is a strong match due to proven experience in architecting and deploying complex, automated systems from the ground up, including self-hosted AI infrastructure. While not from a formal consultancy background, their founder and freelance roles demonstrate the required client-facing and solution-driven mindset. The career trajectory shows a deliberate and successful pivot into the AI/ML domain.
**✅ Strengths:**
- Hands-on AI infrastructure experience (self-hosted LLM clusters)
- Proven systems architecture and end-to-end automation (JIT inventory system)
- Strong business acumen from a background in Finance and Supply Chain
**❌ Missing Required:** 2+ years in an AI/ML Architect role specifically within a 'consultancy' context (candidate's experience is as a founder/freelancer), Does not meet the '8 years with a solid focus on AI/ML Engineering' (focus is closer to 6 years), though total IT experience exceeds 10 years
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#4342199815 | 01-01-26 10:18 |
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82
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Senior Solutions Architect, Brazil
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CI&T
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Brazil (Remote) |
STRONG MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[Copilot: gpt-4.1] The candidate demonstrates strong experience in software architecture, cloud infrastructure (with AWS basics and local clusters), Python development, and leadership. Communication in English is fluent, and there is clear evidence of leading technical projects and bridging business/tech. However, there is no direct experience with Google Cloud or Salesforce, and no mention of Banner, which are key requirements for this role.
**⚠️ Critical Gaps:**
- Banner
**✅ Strengths:**
- Software architecture
- Python & automation
- Technical leadership/communication
**❌ Missing Required:** Google Cloud, Salesforce
Missing_Assets:
Google Cloud, Salesforce, Banner
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#4343270718 | 01-01-26 10:18 |
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15
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SAP S4 HANA Finance and PTP Architect
View_Position
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HCLTech
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Brazil (Remote) |
POOR MATCH▼
[ANALYSIS_REPORT]
**DISQUALIFIED**
[Copilot: claude-sonnet-4.5] The candidate is a strong technical generalist with systems architecture, Python automation, and supply chain experience, but lacks the core SAP Finance/FICO expertise this role absolutely requires. This is an SAP functional consultant position requiring deep S/4 HANA Finance configuration knowledge (GL, AP, AR, Fixed Assets, Treasury), which is not present in the resume. While the candidate has relevant supply chain/finance domain knowledge and could theoretically transition into SAP, this specific role demands hands-on SAP implementation experience. The missing Spanish language requirement is also blocking.
**⚠️ Critical Gaps:**
- No SAP experience whatsoever - this is an SAP functional consultant role
- No S/4 HANA Finance implementation experience (core requirement)
- No SAP FICO module configuration knowledge
- No experience with LATAM SAP rollouts (Argentina, Brazil, Chile, Mexico)
- Spanish language not mentioned (required alongside English)
**✅ Strengths:**
- Strong financial and supply chain domain knowledge from previous roles (Financial Analyst, Procurement roles)
- Systems architecture and automation experience shows learning capability and technical aptitude
- Portuguese native speaker with English fluency (covers Brazil requirement partially)
**❌ Missing Required:** SAP Finance S/4 HANA experience, S/4 HANA Finance implementation for LATAM countries, SAP FICO configuration (GL, AP, AR, FA, Treasury, CCA, CO-PA), SNOW/CHARM/HP ALM tools, Spanish language proficiency, SAP data migration experience, Client-facing SAP consulting experience
Missing_Assets:
SAP Finance (S/4 HANA), SAP FICO Configuration, General Ledger (GL), Accounts Payable (AP), Accounts Receivable (AR), Fixed Assets (FA), Treasury Module, Cost Center Accounting (CCA), Profitability Analysis (CO-PA), Banking Module, SAP Interface Configuration, SNOW (ServiceNow), CHARM (Change Request Management), HP ALM (Application Lifecycle Management), Spanish Language
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#4329735355 | 01-01-26 10:17 |
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62
|
Arquiteto(a) de Dados AWS – Sênior
View_Position
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Accenture Brasil
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Greater Recife (Remote) |
GOOD MATCH▼
[ANALYSIS_REPORT]
**WEAK_MATCH**
[G2.5 Pro] The candidate is a strong systems architect and a proven fast learner with deep expertise in Python, SQL, and building complex automated systems from the ground up. However, there is a critical gap in the required AWS-specific data services (Glue, Athena, Step Functions) and formal data modeling experience, which are central to this Data Architect role.
**⚠️ Critical Gaps:**
- Deep experience with the AWS managed data stack (Glue, Athena, Step Functions, etc.) is required; candidate's listed experience is in 'AWS Basics' and on-premise infrastructure.
**✅ Strengths:**
- Proven ability to architect, build, and deploy complex, automated systems end-to-end.
- Deep, project-based expertise in Python and SQL.
- Recognized fast learner with a strong career trajectory towards complex technical roles.
**❌ Missing Required:** Formal Data Modeling (dimensional, columnar, document), Go, JavaScript, TypeScript, Advanced AWS Data Services (Glue, Athena, etc.)
Missing_Assets:
AWS Glue, AWS Athena, AWS Step Functions, AWS Event Bridge, AWS SQS, AWS SNS, Data Modeling (Dimensional, Columnar, Document), Go, JavaScript, TypeScript, Spanish
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#4327989610 | 01-01-26 10:17 |
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33
|
SAP Analytics & Data Architect
View_Position
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SAP
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São Paulo, São Paulo, Brazil (Hybrid) |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Pro] The candidate is a strong systems architect with proven experience building complex, automated data-driven systems from the ground up. However, there is a critical and disqualifying gap in the required SAP-specific technologies (BDC, Datasphere, SAP core data structures), making them a poor fit for a role centered entirely on the SAP ecosystem.
**⚠️ Critical Gaps:**
- Expert-level understanding of SAP Business Data Cloud (BDC)
- Deep knowledge of SAP core data structures and BDC components (Datasphere, SAC, BW)
**✅ Strengths:**
- Proven systems architecture from concept to production
- Strong Python and SQL skills for data manipulation and automation
- Demonstrated ability to self-teach and apply complex technologies (AI, automated systems)
**❌ Missing Required:** Expertise in master data governance, data lineage, and data quality management
Missing_Assets:
SAP BDC, SAP Datasphere, SAP SAC, SAP BW, SAP core data structures, Master data governance, Data lineage, Data quality management, Databricks, Snowflake, Knowledge graph
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#4327636873 | 01-01-26 10:16 |
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62
|
Banco de Talentos
View_Position
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Paipe
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São Paulo, São Paulo, Brazil (On-site) |
GOOD MATCH▼
[ANALYSIS_REPORT]
**GOOD_MATCH**
[Copilot: claude-sonnet-4.5] Good technical foundation with strong systems architecture and data pipeline experience, but lacks formal Data Architecture specialization. The candidate demonstrates 'Fast Learner' DNA through self-directed AI infrastructure projects and automated e-commerce systems. Core gap is enterprise Data Warehousing/BI/Big Data architecture experience, though SQL, Python data skills (Pandas), and system design abilities provide a solid base. Age 33 with proven ability to build complex systems from scratch suggests strong adaptation potential.
**✅ Strengths:**
- Proven end-to-end system architecture skills with JIT inventory achieving >95% accuracy
- Strong Python data manipulation (Pandas/NumPy) with production pipeline experience
- Supply Chain Analytics expertise (MITx MicroMasters) provides domain knowledge for data modeling
**❌ Missing Required:** 3+ years specific Data Architecture experience, Enterprise Data Warehousing expertise, Business Intelligence architecture, Big Data platform architecture (Hadoop/Spark ecosystem)
Missing_Assets:
Data Warehousing Architecture, Business Intelligence (BI) Architecture, Big Data Architecture, Metadata Architecture, Data Taxonomy Design, Enterprise Data Modeling (formal), ETL/ELT Tools, Data Governance Frameworks
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#4231497455 | 01-01-26 10:15 |
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30
|
Arquiteto de Soluções – SAP SD/TM (Logística)
View_Position
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Braskem
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Brazil (Remote) |
POOR MATCH▼
[ANALYSIS_REPORT]
**POOR_FIT**
[G2.5 Pro] Candidate is a talented Systems Architect with strong, relevant domain experience in logistics, supply chain, and process automation. However, this is a POOR_FIT due to a critical, blocking gap: the role mandatorily requires 4+ years of advanced, hands-on SAP SD configuration experience, which is entirely absent from the candidate's resume. The candidate's background is in custom-built systems (Python, AI infra), not enterprise SAP environments.
**⚠️ Critical Gaps:**
- SAP SD (Sales & Distribution) - The entire job is centered around this and the candidate has zero experience.
**✅ Strengths:**
- Deep expertise in supply chain and logistics principles from hands-on experience.
- Proven ability to architect and build complex, automated systems from scratch (e.g., JIT inventory system).
- Strong modern technology skills (Python, AI Infrastructure, APIs) and a demonstrated fast learner.
**❌ Missing Required:** 4+ years experience in SAP SD configuration and projects, SAP Sales and Distribution (SD) module expertise, SAP Localização Brasil / Nota Fiscal
Missing_Assets:
SAP SD, SAP LES, SAP TM, SAP EWM/WM, SAP Pricing, SAP Nota Fiscal, SAP Credit Control
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#4325525524 | 01-01-26 10:15 |
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