Anti-ATS Evaluatorv1.3

[ANALYSIS_REPORT] **MEDIUM** [3-Flash] Good domain match (Supply Chain) but 100% presencial in Faria Lima might be a constraint. Lacks specific AWS Big Data services (Glue, Redshift) professional depth. **Strengths:** Supply Chain background, SP based, Mentorship ability **Critical Gaps:** No formal Data Engineer title history **Missing Required:** Senior Data Engineering experience

[ANALYSIS_REPORT] **LOW** [3-Flash] Azure and PySpark heavy. Candidate has foundational Azure but lacks the Senior-level Big Data pipeline history required for MetLife's scale. **Strengths:** Python proficiency, Financial logic **Critical Gaps:** No Senior SE/DE title **Missing Required:** Azure stack depth

[ANALYSIS_REPORT] **LOW** [3-Flash] Candidate resides in São Paulo. Role is strictly 'Presencial' in Rio de Janeiro. **Critical Gaps:** Geographic mismatch **Missing Required:** Presence in Rio de Janeiro

[ANALYSIS_REPORT] **MEDIUM** [3-Flash] Pleno level fits better than Senior, but still lacks the Azure/Databricks/PySpark professional focus MetLife requires. **Strengths:** Python, SQL, Market logic **Missing Required:** Azure toolstack

[ANALYSIS_REPORT] **MEDIUM** [3-Flash] Matches E-commerce domain and Python/SQL stack. The 'Autonomous Systems' experience is a transferable plus for data pipelines. **Strengths:** E-commerce experience, Python/SQL, SP based **Missing Required:** Specific Azure tools

[ANALYSIS_REPORT] **HIGH** [3-Flash] Excellent match for a Fintech environment. The candidate's quantitative trading and finance background (Atlas Quantum/CryptoCall) is a huge domain advantage. **Strengths:** Finance background, Python mastery, High stakes logic **Critical Gaps:** No formal Data Engineer title history **Missing Required:** Production data engineering title

[ANALYSIS_REPORT] **MEDIUM** [3-Flash] Matches AI-driven data engineering, but lacks the MLOps (Kubeflow, Vertex AI) and big data frameworks (Airflow, Spark) required at a Senior level. **Strengths:** Python/SQL, Docker, AI architecture **Critical Gaps:** Missing Senior title history **Missing Required:** MLOps stack

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4.5] Requires 3+ years data engineering with Spark, Azure, Python. Has Python and data work but not formal data engineering role or Spark/Azure experience. **Strengths:** Python, data analysis, SQL, systems design **Critical Gaps:** 3+ years data engineering experience, Spark proficiency **Missing Required:** 3+ years data engineering, Apache Spark, Azure, Databricks

[ANALYSIS_REPORT] **MEDIUM** [3-Flash] Requires a very broad stack of DataOps and specific certifications (AWS/Azure/Databricks). Profile is more of a builder than a multi-certified infra specialist. **Strengths:** Python/SQL, Technical leadership, Business bridge **Critical Gaps:** Missing 3+ years in a dedicated Data Engineering title **Missing Required:** Certifications (Associate/Professional)

[ANALYSIS_REPORT] **LOW** [3-Flash] Accenture role is deeply Azure/Databricks focused. Candidate lacks the standard 'Accenture-profile' of enterprise-scale data migration experience. **Strengths:** Python, English Intermediário (actually C2) **Critical Gaps:** No Senior SE title history **Missing Required:** Senior Azure experience

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4.5] Requires 5+ years Data Engineer with Snowflake Cortex and semantic modeling. Candidate has data work but not DE title or Snowflake experience. **Strengths:** SQL, data analysis, systems design **Critical Gaps:** 5+ years Data Engineer experience, Snowflake platform **Missing Required:** 5+ years Data Engineer, Snowflake + Cortex, CS degree, semantic models

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4.5] Duplicate of Job 19 - same FullStack Data Engineer posting. **Strengths:** SQL, data analysis, systems design **Critical Gaps:** 5+ years Data Engineer experience, Snowflake platform **Missing Required:** 5+ years Data Engineer, Snowflake + Cortex, CS degree, semantic models

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4.5] Duplicate of Job 18 - same EPAM Data Engineer posting. **Strengths:** Python, data analysis, SQL, systems design **Critical Gaps:** 3+ years data engineering experience, Spark proficiency **Missing Required:** 3+ years data engineering, Apache Spark, Azure, Databricks

[ANALYSIS_REPORT] **MEDIUM** [3-Flash] Strong match for the 'business-oriented data modeling' requirement. Alstra's TAAS model values independent professionals, which fits the candidate's history. **Strengths:** Business translation, Python/SQL, Consultancy experience **Critical Gaps:** No Senior title history **Missing Required:** Senior level DE tool mastery

[ANALYSIS_REPORT] **LOW** [3-Flash] EY Finance sector role. Requires specific Azure OpenAI and LLMOps/MLOps in a corporate banking context, which is outside the candidate's startup/independent scope. **Strengths:** Python, RAG understanding, Finance logic **Critical Gaps:** No Pleno/Senior SE title history **Missing Required:** Banking/Big 4 experience

[ANALYSIS_REPORT] **LOW** [3-Flash] Identical to Job 4353875825. Enterprise banking role with rigid title and Azure stack requirements. **Strengths:** Python, RAG **Critical Gaps:** Title mismatch **Missing Required:** Big 4 history

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4.5] Senior Data Engineer at CI&T with Databricks, BigQuery, PySpark. Has Python and data analysis but lacks formal DE experience and cloud platform depth. **Strengths:** Python, SQL, data quality focus, systems thinking **Critical Gaps:** Senior Data Engineer experience **Missing Required:** proven Data Engineer experience, Databricks, BigQuery, PySpark

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4.5] Duplicate of Jobs 19, 20 - same FullStack Snowflake posting. **Strengths:** SQL, data analysis, systems design **Critical Gaps:** 5+ years Data Engineer experience, Snowflake platform **Missing Required:** 5+ years Data Engineer, Snowflake + Cortex, CS degree, semantic models

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4.5] Duplicate of Jobs 19, 20, 23 - same FullStack posting repeated. **Strengths:** SQL, data analysis, systems design **Critical Gaps:** 5+ years Data Engineer experience, Snowflake platform **Missing Required:** 5+ years Data Engineer, Snowflake + Cortex, CS degree, semantic models

[ANALYSIS_REPORT] **LOW** [Copilot: Sonnet4.5] Duplicate of Jobs 19, 20, 23, 24 - fifth repetition of FullStack Snowflake role. **Strengths:** SQL, data analysis, systems design **Critical Gaps:** 5+ years Data Engineer experience, Snowflake platform **Missing Required:** 5+ years Data Engineer, Snowflake + Cortex, CS degree, semantic models

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT5.2] Boa aderência funcional: automação + integração de APIs + agentes/LLMs e scripts em Python/Node já aparecem com aplicação real recente. O principal risco de ATS é não ver n8n explícito e você não ter título formal de Software Engineer. **Strengths:** Integração de APIs + automação de processos, LLM integration + prompt iteration em ferramenta real, Python/Node.js + SQLite/SQL aplicados em produto

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT5.2] Match bom para automação + agentes + APIs/LLMs, com evidência prática recente. ATS deve travar por exigir n8n sólido em produção e itens avançados (RAG, governança/versionamento/testes de IA) não demonstrados explicitamente. **Strengths:** Automação de negócio ponta a ponta, Integrações REST + webhooks (inferido por APIs), LLM integration aplicada (Node.js + LLM + SQLite) **Missing Required:** experiência sólida com n8n em produção, RAG/bases de conhecimento

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] ATS sees no DevOps title, no Azure/Kubernetes experience. Mechatronics degree won't match 'Computer Science or similar' filter. **Strengths:** Portuguese native, English C2, Automation mindset, EU work authorization **Critical Gaps:** No DevOps role experience, No Azure hands-on, No container orchestration **Missing Required:** 3 years DevOps experience, CS degree or similar, Azure experience, Kubernetes experience

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Some data pipeline experience inferrable from inventory system work. Missing core data stack (Snowflake/Databricks/DBT/Airflow/Spark). **Strengths:** Python, SQLite experience, API integrations, Client-facing communication, Brazil-based **Critical Gaps:** No Staff-level data engineering title, No modern data stack experience **Missing Required:** 5-8+ years Data Engineering, Snowflake/Databricks/BigQuery, DBT, Airflow/Prefect/Dagster

[ANALYSIS_REPORT] **LOW** [Copilot: Opus4.5] Python and automation transferable, but no Kafka, Docker production experience, or AWS depth. EPAM is enterprise consulting. **Strengths:** Python scripting, Automation mindset, Cross-functional collaboration, English proficiency **Critical Gaps:** No Data DevOps title, No Kafka experience, No containerization production use **Missing Required:** 3 years Data DevOps, Apache Kafka, Docker, AWS familiarity