Anti-ATS Evaluatorv1.3

[ANALYSIS_REPORT] **MEDIUM** [2.5-Flash] The candidate demonstrates strong analytical, problem-solving, and communication skills with a proven track record in systems architecture and process improvement. However, there is a significant gap in direct customer success experience, particularly in client onboarding, training, product demonstrations, and specific 'voice of the customer' advocacy within a SaaS or digital media context. **Strengths:** - Strong analytical and problem-solving skills demonstrated through system architecture and process optimization. - Proven ability to bridge business requirements with technical solutions and effectively communicate with stakeholders. - Extensive experience in automation, process improvement, and data-driven decision making. **Missing Required:** 1-2 years of relevant experience in customer success in a SaaS, digital media, or technology environment, Customer satisfaction and retention strategies, Onboarding process execution, Customer feedback delivery (voice of the customer) to internal teams, Advocacy for solutions, product enhancements, Supporting and training personnel/customers, Product demonstrations, Answering product workflow questions

[ANALYSIS_REPORT] **MEDIUM** [2.5-Flash] The candidate demonstrates strong engineering, automation, and problem-solving skills, with relevant experience in ERP and financial systems. However, there is a critical gap in direct software customer support experience, which is a primary requirement for this IT Support role. **Critical Gaps:** - Experiência de 1 ano como suporte/atendimento ao cliente em softwares (IT Support domain vs. Systems Architecture/Development) **Strengths:** - Systems Architecture & Automation - ERP/Financial Systems Expertise - Process Improvement & Data Analysis **Missing Required:** 1 year experience as support/customer service in software

[ANALYSIS_REPORT] **LOW** [2.5-Flash] The candidate's strong background in Systems Architecture and Automation does not align with the hands-on IT Infrastructure maintenance required for this role. While soft skills are a match, the critical technical gaps for direct hardware and OS maintenance are significant. **Critical Gaps:** - Hands-on Physical IT Infrastructure Maintenance and Support (servers, storages, switches, routers, cabling) **Strengths:** - Strong communication and reporting skills - Results-oriented and proactive problem solver - Proven ability in automation and systems architecture (non-IT infra) **Missing Required:** Manutenção de hardware de TI, Instalação/Configuração de hardware de TI, Troubleshooting de hardware/OS de infraestrutura, Conhecimento prático em cabeamento

[ANALYSIS_REPORT] **LOW** [2.5-Flash] The candidate is automatically disqualified as they do not meet the hard filters for an 'estagiário(a)' (intern) role due to extensive professional experience, and does not reside in the required location of São Carlos, SP for this on-site position. **Strengths:** - Extensive experience in Procurement, Inventory Optimization, and Supply Chain processes - Strong analytical and problem-solving skills, including quantitative analysis and algorithm design - Proven ability in process improvement, automation, ERP dataflows, reporting, and stakeholder communication **Missing Required:** Eligibility for an internship role (e.g., current student status, minimal experience for an intern), Residency in São Carlos, SP, Availability for part-time (up to 30h/week) internship

[ANALYSIS_REPORT] **LOW** [2.5-Flash] The candidate demonstrates strong analytical, communication, and systems architecture skills, coupled with a proven 'fast learner' ability and ownership. However, the profile has critical gaps in direct B2B sales experience within the advertising/ad-tech market and established networking in that specific domain, which are fundamental requirements for the Client Partner role. **Critical Gaps:** - Solid B2B sales experience in advertising/ad-tech market - Consolidated networking with advertising agencies and advertisers **Strengths:** - Strong analytical and quantitative background - Proven ability in systems architecture, automation, and process optimization - Excellent communication, consultative presence, and ownership mentality **Missing Required:** Track record of strategic relationship and business generation (in sales context), Proven ability in negotiation (specifically B2B sales negotiation with C-level executives)

[ANALYSIS_REPORT] **TOP** [2.5-Flash] The candidate is an exceptional match, demonstrating deep engineering fundamentals, a strong bias for automation, and extensive experience in bridging technical and business needs through system design and implementation. His career progression aligns perfectly with the role's requirements, and he exhibits high autonomy and problem-solving skills. **Strengths:** - Systems Architecture & Automation - Building & Shipping Code for Internal Tools/Integrations - Customer-Facing Engineering & Communication - High Autonomy & Ownership **Missing Required:** Explicit experience running security reviews with topics like encryption, privacy, access control., Direct hands-on experience with low-code platforms such as Retool, Zapier, or n8n., Explicit experience with specific enterprise authentication protocols (SSO, SAML, OIDC, SCIM) and API patterns (REST, webhooks).

[ANALYSIS_REPORT] **TOP** [2.5-Flash] The candidate is an excellent match due to extensive experience in systems architecture, automation, and translating complex business requirements (especially financial/operational) into technical solutions, directly aligning with the role's core needs. Minor tool-specific gaps are easily overcome by his strong technical foundation and proven fast-learning ability. **Strengths:** - Exceptional ability to translate complex business requirements (especially finance/operations) into technical solutions and integrations. - Proven expertise in systems architecture, automation, and optimizing operational data flows. - Strong communication and consultative skills, demonstrated through leadership and independent work. **Missing Required:** Postman, Swagger / OpenAPI

[ANALYSIS_REPORT] **LOW** [2.5-Flash] The candidate shows strong backend, data, and automation skills with impressive self-taught AI expertise and learning agility. However, a significant critical gap in modern frontend development, alongside missing required skills in JavaScript/TypeScript, CI/CD, and cloud platforms, limits their immediate fit for a full-stack role. **Critical Gaps:** - Frontend development (React, HTML/CSS, Tailwind) **Strengths:** - Strong Python and SQL proficiency with demonstrated application. - Exceptional learning agility and self-driven AI infrastructure expertise. - Extensive experience in automation, systems architecture, and ERP dataflows. **Missing Required:** JavaScript/TypeScript, CI/CD tools (GitHub Actions, Azure DevOps), Cloud Platform experience (Azure Container Apps, PostgreSQL), Specific API technologies (OAuth 2.0, Webhooks), Version Control (Git, GitHub) - explicit experience

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT4.1] The candidate demonstrates strong systems architecture, automation, and Python/SQL experience, with clear evidence of rapid learning and progression toward AI and platform development. While lacking direct experience with some preferred technologies (React, JavaScript/TypeScript, Docker, Azure, n8n, Make, CI/CD, and enterprise ERP APIs), the candidate's self-taught AI infrastructure and automation background suggest high adaptability and potential to quickly acquire missing skills. The candidate's strengths in process improvement, stakeholder communication, and technical documentation align well with the role's soft skill requirements. **Strengths:** - Systems architecture and automation - Python and SQL for backend/data workflows - Exceptional learning agility and self-direction **Missing Required:** JavaScript/TypeScript, React, CI/CD (GitHub Actions/Azure DevOps), Cloud Platform (Azure), Frontend (HTML/CSS/Tailwind), Automation Platforms (n8n/Make/Automation Anywhere), APIs (REST/OAuth/Webhooks)

[ANALYSIS_REPORT] **MEDIUM** [2.5-Flash] The candidate has a strong systems architecture, data, and communication background highly relevant to the role, demonstrating significant transferable skills. However, a notable gap exists in direct, hands-on experience with specific observability tools and practices (e.g., Dynatrace, ELK, OpenTelemetry, distributed tracing), which are core to the job's implementation requirements. **Strengths:** - Systems Architecture, Automation & Process Optimization - Strong Data Analysis, Modeling & SQL Skills - Technical-Business Communication & Stakeholder Alignment **Missing Required:** Advanced knowledge and practical experience in observability stacks (Dynatrace, ELK, Grafana, OpenTelemetry, distributed logs, metrics, tracing, instrumentation and standardization of observability tools across multiple languages)

[ANALYSIS_REPORT] **HIGH** [2.5-Flash] The candidate has a strong background in systems architecture and automation, demonstrating capability in backend logic, complex system building, and troubleshooting. While some specific platform experience is missing, their proven fast-learning ability and career trajectory mitigate these gaps. **Strengths:** - Strong systems architecture and automation experience with demonstrated project work - Ability to bridge business requirements with technical execution, delivering measurable outcomes - Proven 'fast learner' with C2 English proficiency and clear career progression towards technical roles **Missing Required:** User creation and access permissions (specific to onboarding)

[ANALYSIS_REPORT] **LOW** [2.5-Flash] The candidate excels in systems architecture, automation, and data (Python, Go, SQL) with a clear track record of self-teaching. However, the profile has critical gaps in required C# .NET 8, JavaScript, and CSS skills, which are fundamental for this role. **Critical Gaps:** - C# .NET 8 (required programming language/framework) - JavaScript (required frontend development) - CSS (required frontend development) **Strengths:** - Systems Architecture & Automation - Quantitative Analysis & Algorithm Design - Process Optimization & Dataflows **Missing Required:** C# .NET 8, JavaScript, CSS

[ANALYSIS_REPORT] **HIGH** [2.5-Flash] The candidate is a strong match, demonstrating extensive experience in software development, data pipelines, and automation using Python and SQL. While some specific technologies and methodologies are not explicitly mentioned, strong inference and transferable skills compensate significantly, supported by a proven fast-learning ability. **Strengths:** - Extensive experience in data pipeline and automation system architecture. - Demonstrated proficiency in Python, SQL, and database operations. - Exceptional communication, independent work, and continuous learning capabilities. **Missing Required:** Test-Driven Development (TDD), Java for application/SDK testing and scripting, Application of security protocols and compliance measures

[ANALYSIS_REPORT] **MEDIUM** [2.5-Flash] The candidate demonstrates strong analytical, automation, and systems architecture skills, with a proven track record as a fast learner. However, a significant gap exists in explicit Amazon Web Services experience, which is a core requirement for a 'Cloud & Database Platform Engineer' role. While some skills are transferable, the lack of specific cloud platform and related IaC experience is a major drawback. **Strengths:** - Systems Architecture and Automation - Strong Analytical and SQL Skills - Business Requirements to Technical Solutions Translation **Missing Required:** Experience working with Amazon Web Services (compute, security, storage, etc.), Experience with AWS RDS instances and Infrastructure as Code, Working examples of using infrastructure as code associated with database management

[ANALYSIS_REPORT] **LOW** [2.5-Flash] The candidate does not meet the geographic requirement for hybrid work in Indaiatuba/SP, which is a hard filter for this role, as they are based in São Paulo. **Strengths:** - Strong automation and systems architecture experience with Go and Python - Proven ability to translate business requirements into technical solutions and optimize processes - Demonstrated fast-learning capabilities and intentional career progression into technical/AI roles **Missing Required:** Availability to work in a hybrid model, 3 times a week, in Indaiatuba/SP, Experience working with Amazon Web Services (compute, security, storage, etc.), Experience in database administration (PostgreSQL, DB2 for Z, or SQL Server preferred), Experience with DevOps principles and lean development, including Agile and Continuous Integration and Continuous Delivery, Experience with AWS RDS instances and Infrastructure as Code, Working examples of using infrastructure as code associated with database management, Ability to mentor teams and individuals (specific to technical leadership), Mastery level of tuning SQL

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT5-mini] Strong match on engineering background, ops/product experience, recent systems-architecture and founder experience, plus hands-on coding (Python/Go/SQL) and client-facing consulting work. Missing direct clinical/hospital experience and explicit AI/LLM-in-healthcare production experience which lowers fit for a role that embeds in hospitals and ships clinical AI features. **Strengths:** - Recent hands-on systems architecture and automation delivering production workflows - Operations + product orientation with founder and consulting experience (client-facing, ambiguity-tolerant) - Solid engineering toolset (Python, Go, SQL) and history of translating business requirements into technical solutions **Missing Required:** Documented experience embedding with hospital operations or working inside clinical environments, Proven production experience deploying clinical AI or LLM-based products

[ANALYSIS_REPORT] **TOP** [2.5-Flash] The candidate is an exceptionally strong match, exhibiting deep experience in systems architecture, automation, and self-taught AI infrastructure, directly relevant to the role's AI/ML focus. His rapid learning ability and financial background are significant assets. **Strengths:** - AI Infrastructure & Systems Architecture - Automation & Dataflow Management - Business Acumen & Stakeholder Communication **Missing Required:** Javascript, Typescript, NoSQL (MongoDB)

[ANALYSIS_REPORT] **TOP** [2.5-Flash] The candidate presents an exceptional profile, showcasing strong systems architecture expertise with a business-centric approach, directly relevant to the role's strategic AI focus. Their documented history as a fast learner and experience in self-hosting LLM clusters significantly mitigate any explicit skill gaps, indicating a high probability of quickly mastering specific tools and frameworks required. **Strengths:** - Strong Systems Architecture and Automation background with business application focus. - Proven track record as an exceptional fast learner in complex technical domains (AI infrastructure, algorithmic trading). - Demonstrated ability to build and deliver functional systems and prototypes aligned with business goals.

[ANALYSIS_REPORT] **TOP** [2.5-Flash] The candidate demonstrates strong systems architecture, automation, and data manipulation skills (Python, SQL) relevant to data engineering, with a proven track record of building complex data-driven systems. Their rapid learning ability and direct crypto experience, coupled with deep experience bridging business and technical requirements, make them a highly promising match despite specific tool gaps. **Strengths:** - Strong Systems Architecture and Automation background, directly applicable to data pipelines. - Proven ability to bridge business requirements with technical execution in data-intensive environments. - Proficiency in Python and SQL, core languages for Data Engineering, with demonstrated application in complex projects. **Missing Required:** Apache Spark (or similar Big Data technologies for high volume/velocity data)

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT5-mini] Strong systems-architecture, recent Python/SQL and end-to-end automation experience align well with data-pipeline responsibilities, but there is limited evidence of core Big Data tooling (Airflow, Spark) and cloud data-lake/warehouse experience required for this role. Demonstrated fast-learning trajectory and production delivery reduce risk but significant tooling gaps remain. **Strengths:** - Recent, hands-on systems architecture and automation delivering production workflows - Practical Python and SQL experience applied to ETL/reporting and ERP integrations - Proven ability to gather requirements, implement end-to-end solutions and communicate with stakeholders **Missing Required:** Airflow (ETL pipelines/orchestration), Spark / PySpark (proven big-data processing), Data-lake / warehouse tooling (Presto/Athena/Glue) or equivalent

[ANALYSIS_REPORT] **LOW** [2.5-Flash] The candidate demonstrates strong Python programming and extensive systems automation experience, but lacks direct experience with core test automation frameworks (like Playwright), dedicated API testing, and leading QA efforts, which are critical for this specific role. **Critical Gaps:** - Experience with test frameworks (Playwright preferred) - Design, maintain and enhance test framework - Lead QA efforts, develop and executed test plans **Strengths:** - Strong Python programming skills - Systems architecture and automation experience - Excellent English communication **Missing Required:** API testing

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT4.1] The candidate demonstrates strong systems architecture, automation, and quantitative analysis experience, with direct evidence of Python, SQL, ERP, and data pipeline work. While there is no explicit mention of cloud platforms, containerization, or specific ETL/ELT tools, the candidate's history of building automation-first systems and self-taught technical progression strongly infers these skills. The profile lacks direct references to data privacy/security frameworks and modern orchestration tools, but overall shows a high match for enterprise data engineering roles. **Strengths:** - Systems architecture and automation - ERP/data pipeline experience - Demonstrated fast learning and technical progression **Missing Required:** Direct experience with ETL/ELT tools, Explicit cloud platform experience, Explicit containerization/orchestration experience, Explicit data privacy/security frameworks

[ANALYSIS_REPORT] **LOW** [2.5-Flash] The candidate demonstrates strong analytical, systems architecture, and leadership skills applicable to complex product development. However, the absence of any direct experience in game design or game development roles represents a critical, blocking gap for a Game Designer & Game Lead position. **Critical Gaps:** - Product/Game Design experience within game development **Strengths:** - Strong Systems Architecture and Automation experience - Excellent Quantitative and Data Analysis skills - Proven ability in Stakeholder Communication and project leadership **Missing Required:** Experience in product or game design roles within game development

[ANALYSIS_REPORT] **MEDIUM** [2.5-Flash] The candidate demonstrates strong analytical, technical, and system automation skills, coupled with a proven fast-learner ability. However, there is a critical gap in direct experience within game design and game development domains, which is central to this Game Lead role. **Critical Gaps:** - Experience in product or game design roles within game development **Strengths:** - Strong Data Analysis and Quantitative Skills - Proven Systems Architecture and Automation Expertise - Exceptional Learning Agility and Technical Aptitude **Missing Required:** Passionate about games, you have been a player your whole life

[ANALYSIS_REPORT] **MEDIUM** [2.5-Flash] The candidate demonstrates exceptional technical leadership, system architecture, and data analysis abilities, showcasing strong transferable skills for defining product roadmaps and coordinating complex projects. However, a significant critical gap exists in direct game development and game design experience, which is fundamental for a Game Designer & Game Lead position. **Critical Gaps:** - Experience in product or game design roles within game development **Strengths:** - Systems Architecture & Automation - Data Analysis & Quantitative Skills - Leadership & Project Coordination **Missing Required:** Using market research, propose new game theses