Anti-ATS Evaluatorv1.3

[ANALYSIS_REPORT] **MEDIUM** [2.5-Pro] A pontuação é moderada. O candidato tem o perfil cultural (protagonista, autônomo), a linguagem preferencial (Python) e o interesse em nuvem. A pontuação é penalizada pela falta de experiência explícita com Terraform e Docker, que são centrais para uma vaga de DevOps. **Strengths:** Base em Python, Fundamentos de AWS, Perfil cultural de 'senso de dono' e autonomia, Disponibilidade para trabalho presencial em SP **Missing Required:** Conhecimento sobre automação de infraestrutura como código, Ecossistemas de containers (Docker)

[ANALYSIS_REPORT] **LOW** [3-Flash] Requires legacy Visual Basic 6 and C#/.NET experience which you do not possess. CI&T uses these specific requirements as hard filters for this legacy modernization project. **Strengths:** Brazil-based **Critical Gaps:** Missing legacy tech stack (VB6) **Missing Required:** 2+ years in Visual Basic 6

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4] Strong infrastructure automation thinking but massive skills gap in Windows/VMware enterprise stack. ATS will reject due to Mechatronics degree vs required IT graduation. **Strengths:** AWS knowledge, automation mindset, cloud architecture thinking **Critical Gaps:** Enterprise Windows administration, VMware virtualization **Missing Required:** IT degree, Advanced Windows Server experience

[ANALYSIS_REPORT] **HIGH** [Copilot: Sonnet4] Excellent match for AI/cloud architecture role with strong technical alignment. Missing formal Tech Lead title but demonstrates leadership through founding role. **Strengths:** AI integration expertise, Cloud architecture, Systems design **Missing Required:** Formal Tech Lead title

[ANALYSIS_REPORT] **HIGH** [Copilot: Sonnet4] Platform engineering role matches systems thinking perfectly. Startup environment appreciates non-traditional backgrounds but requires 5+ years professional SE experience. **Strengths:** Platform/infrastructure thinking, Automation expertise, Startup mindset **Missing Required:** 5+ years professional software engineering

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4] Enterprise consulting role mismatched with candidate's startup/founder background. Missing core enterprise IT skills and degree requirements. **Strengths:** English fluency, Systems thinking **Critical Gaps:** Enterprise consulting experience **Missing Required:** IT degree, Enterprise infrastructure experience

[ANALYSIS_REPORT] **MEDIUM** [Copilot: Sonnet4] Insurance systems architect role has some systems thinking overlap but requires Java/Spring stack completely absent from candidate's background. **Strengths:** Systems architecture thinking, Insurance domain knowledge **Critical Gaps:** Java development experience **Missing Required:** Java/Spring experience

[ANALYSIS_REPORT] **TOP** [Copilot: Sonnet4] Outstanding match for infrastructure automation role at startup. Perfect alignment with Terraform, AWS, and SRE practices from his automation work. **Strengths:** AWS automation, Infrastructure thinking, Terraform approach

[ANALYSIS_REPORT] **HIGH** [Copilot: Opus4.5] Strong match on LLM integration, API development, ERP systems (TOTVS), and backoffice automation experience. Missing formal ML/AI engineering title and MLOps certifications, but demonstrated production AI work with job market tool. **Strengths:** ERP system integration (TOTVS deep experience), LLM integration production work, backoffice process optimization track record **Missing Required:** 5+ years AI/ML titled experience

[ANALYSIS_REPORT] **HIGH** [Copilot: Sonnet4] Strong technical match for AI/LangChain role with excellent overlap on LLM integration. Enterprise insurance environment may prefer traditional backgrounds. **Strengths:** AI integration experience, LLM implementation, Business-tech translation

[ANALYSIS_REPORT] **HIGH** [Copilot: Sonnet4] Excellent technical alignment for AI role in agribusiness. Good cultural fit but ATS may filter due to IT degree requirement versus Mechatronics. **Strengths:** Python/AI experience, Industry systems thinking, Agribusiness relevance **Missing Required:** IT degree

[ANALYSIS_REPORT] **MEDIUM** [Copilot: Opus4.5] Matches on Python, LLM integration, cloud basics, and API work. Missing required 5+ years Python SWE experience with formal title and LangChain/LlamaIndex framework experience. **Strengths:** LLM integration experience, API development, automation mindset **Missing Required:** 5+ years Python SWE titled experience, 2+ years cloud infrastructure, 1+ years LLM frameworks

[ANALYSIS_REPORT] **MEDIUM** [Copilot: Sonnet4] Strong AI technical match but Big 4 consulting environment will heavily filter for traditional credentials and formal AI engineering experience. **Strengths:** AI integration background, LLM experience, Financial systems knowledge **Missing Required:** Formal AI engineering experience

[ANALYSIS_REPORT] **HIGH** [Copilot: Opus4.5] Excellent culture fit - seeks ownership, customer-facing, full-stack product ownership. Strong match on LLM/AI production, API integration, customer discovery. Missing AWS depth and specific tech stack (Python/Java/JavaScript titled experience). **Strengths:** Product ownership mentality, Customer-facing experience, AI/LLM production deployment, Full-stack automation **Missing Required:** 5+ years professional software development titled experience

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Salesforce-specific role requiring platform expertise (Apex, Flows, LWC, Data Cloud). Candidate has zero Salesforce experience. Strong enterprise culture signals are also a mismatch. **Strengths:** LLM integration concepts, Customer-facing experience, Business process understanding **Critical Gaps:** No Salesforce platform experience whatsoever **Missing Required:** Salesforce platform proficiency, Data Cloud experience, Apex/Python for Salesforce

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4] Data quality focus somewhat relevant but requires full-stack development skills (Java/.NET/Angular) completely absent from candidate's background. **Strengths:** SQL knowledge, Data analysis, System integration thinking **Critical Gaps:** Web development experience **Missing Required:** Java/.NET development

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Game development role requiring Unreal Engine, C++, OpenGL/Vulkan, multiplayer game experience. Candidate has zero game development background - completely different domain. **Critical Gaps:** Zero game development experience - completely different career domain **Missing Required:** Unreal Engine proficiency, C++/C# game development, Graphics programming

[ANALYSIS_REPORT] **MEDIUM** [Copilot: Opus4.5] Good match on ERP integration, API development (REST/SOAP), and AI integration interest. Missing 10+ years SE experience requirement and ServiceNow/C++/Rust expertise. **Strengths:** ERP system integration (TOTVS), API development (REST), LLM integration experience, Portuguese + English fluency **Missing Required:** 10+ years software engineering titled experience, ServiceNow expertise

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Microsoft Dynamics 365 and Power Platform specialist role. Candidate has zero experience with Dynamics 365, Power Apps, Dataverse, or Power Automate - completely different tech stack. **Strengths:** API integration concepts, JavaScript basics **Critical Gaps:** Zero Dynamics 365/Power Platform experience - wrong tech ecosystem entirely **Missing Required:** 5+ years Dynamics 365 experience, Power Apps mastery, C# proficiency

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Duplicate of Job 7 - same Microsoft Dynamics 365 and Power Platform specialist role. Candidate has zero relevant experience. **Strengths:** API integration concepts, JavaScript basics **Critical Gaps:** Zero Dynamics 365/Power Platform experience - wrong tech ecosystem entirely **Missing Required:** 5+ years Dynamics 365 experience, Power Apps mastery, C# proficiency

[ANALYSIS_REPORT] **TOP** [Copilot: Sonnet4] Perfect match for Mechatronics background in industrial automation. Direct alignment with education, control systems expertise, and automation experience. **Strengths:** Mechatronics degree, Control systems, Industrial automation, Technical problem-solving

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Highly specialized F# functional programming role with Kafka expertise required. Candidate has Python/JavaScript but zero F# and limited distributed systems at required depth. **Strengths:** API development, SQL databases, automation mindset **Critical Gaps:** F# is core requirement - candidate has zero functional programming language experience **Missing Required:** F# proficiency, Kafka hands-on experience, distributed systems professional experience

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Requer experiência profissional em ML/DL, processamento de imagens e bibliotecas específicas (PyTorch, TensorFlow, OpenCV) que candidato não possui formalmente. Conhecimento de Python e integração com LLMs são inferidos, mas sem experiência hands-on em treinamento de modelos. **Strengths:** Python, Integração com LLMs, Resolução de problemas **Critical Gaps:** Experiência profissional em desenvolvimento de IA/ML, Treinamento de modelos de aprendizado de máquina **Missing Required:** Experiência com frameworks de ML, Processamento de imagens digitais, Estatística avançada para ML

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] BairesDev requires 4+ years ML engineering experience with deep learning frameworks - candidate has Python and LLM integration but no formal ML/deep learning background. Missing production ML model deployment, MLOps, and ML frameworks expertise entirely. **Strengths:** Python proficiency, advanced English, remote work capability **Critical Gaps:** 4+ years ML engineering experience, deep learning expertise, production ML pipeline experience **Missing Required:** ML engineering experience, ML frameworks proficiency, model scaling experience

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Posição sênior exigindo 5+ anos em ciência de dados e IA em produção. Candidato tem experiência com LLMs e automação, mas não possui track record em MLOps, deploy de modelos ou pipelines de ML em cloud. **Strengths:** Python, SQL, Tradução técnica-negócio, Conhecimento de LLMs **Critical Gaps:** 5+ anos de experiência com ciência de dados e IA em produção **Missing Required:** Proficiência em bibliotecas de ML/IA, Experiência com MLOps e deploy de modelos, Pipelines em cloud