Anti-ATS Evaluatorv1.3

[ANALYSIS_REPORT] **LOW** [Copilot: GPT4.1] ATS will auto-reject due to lack of FreeBSD kernel, C programming, and x86 microarchitecture experience. Candidate's systems and automation skills are strong, but gaps are critical and not inferable. Resume would need substantial rework to address missing kernel and C experience. **Strengths:** Systems architecture, Automation, Data pipelines **Critical Gaps:** No kernel/C experience **Missing Required:** FreeBSD kernel experience

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT5.2] Match muito forte: Python + JavaScript, arquitetura/system design, Docker e Linux, além de experiência real em investigar logs/causa raiz via operação de sistemas próprios. O único gap é o requisito “noção de processo de criação de cerveja” (e suporte N1/N2 explícito), que não é central para backend. Para melhorar ainda mais, explicitar incident response/tickets e adicionar uma linha “root cause via logs/metrics” com exemplos. **Strengths:** Python + JavaScript/Node em sistemas reais, Docker/Linux + troubleshooting e causa raiz, Arquitetura e APIs (inclui OAuth/OIDC)

[ANALYSIS_REPORT] **LOW** [Copilot: GPT4.1] ATS will auto-reject due to lack of Dynamics 365 F&O, X++, and C# experience, and missing 5+ years in Dynamics F&O. Candidate's automation and integration skills are strong, but gaps are critical. Resume would need substantial rework to address missing ERP and Microsoft stack experience. **Strengths:** Automation, Integration, Data modeling **Critical Gaps:** No Dynamics F&O experience **Missing Required:** 5+ years Dynamics F&O

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5.2] A vaga é Java/Spring (Spring Boot/Data/Security) com testes JUnit/Mockito/TDD e possivelmente microsserviços; isso não aparece como experiência prática. Mesmo com bons fundamentos de backend e bancos, ATS vai penalizar falta de Java/Spring. Para melhorar, só com evidência real de projetos Java/Spring (ou focar em vagas Go/Python). **Strengths:** Arquitetura e APIs (geral), SQL/PostgreSQL e backend (outras linguagens), Docker/Linux + automação **Missing Required:** Java, Spring Boot/Spring Security, testes (JUnit/Mockito)

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5.2] A vaga pede Angular + Java 8/Spring/CDI e automação de testes, além de DevOps/K8s/Azure; isso não está presente como experiência prática. Mesmo com JS/Python e infra básica, o ATS vai tratar como mismatch de stack. Para melhorar, seria necessário histórico real em Java/Spring + testes automatizados no ecossistema deles. **Strengths:** JavaScript/TypeScript (base), CI/CD + Docker/Linux (base), Uso de IA no dia a dia (stack LLM) **Missing Required:** Angular, Java 8 + Spring/CDI, testes automatizados (na stack), Azure/K8s experiência prática

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT4.1] Candidate has strong Python, SQL, automation, and CI/CD experience, but lacks explicit Django and microservices exposure. ATS recognizes adjacent skills but caps score due to missing Django. Resume could be improved by adding Django and microservices project experience. **Strengths:** Python automation, CI/CD, Data pipelines **Missing Required:** Django experience

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT4.1] Candidate has strong Node.js, API integration, and automation experience, but lacks explicit React Native, Expo, and mobile app shipping experience. ATS recognizes adjacent skills but caps score due to missing mobile stack. Resume could be improved by adding React Native and mobile project exposure. **Strengths:** Node.js, API integration, Automation **Missing Required:** React Native experience

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5.2] A vaga é SAP CPI/BTP (iFlows, conectores, Groovy, AMS) e pede experiência específica; o histórico é de engenharia de sistemas/IA sem SAP Integration Suite. ATS normalmente considera isso um mismatch de domínio. Só faria sentido com experiência SAP real não descrita. **Strengths:** Integração de sistemas (geral) e APIs, Automação e dados (geral), Boa disciplina de causa raiz e correções permanentes **Critical Gaps:** Domínio/stack principal é SAP CPI/BTP (não presente no histórico) **Missing Required:** experiência em SAP CPI/BTP com iFlows e Groovy

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5.2] A vaga é full stack .NET/Angular com requisitos detalhados (MVC, Dapper, SQL Server, WCF) e mínimo de 5 anos em desenvolvimento; essa stack não aparece no histórico. ATS tende a filtrar por C#/Angular/SQL Server e por anos explícitos de experiência em desenvolvimento. Para melhorar, seria necessário evidenciar projetos .NET reais e/ou experiência profissional nessa stack. **Strengths:** Arquitetura e integração (geral), SQL/PostgreSQL/SQLite (base), Docker/Linux + automação **Missing Required:** C#/.NET, Angular, SQL Server, mínimo 5 anos em desenvolvimento de software (na stack)

[ANALYSIS_REPORT] **LOW** [Copilot: GPT4.1] ATS will auto-reject due to lack of SAP ABAP, FIORI, and SAP module experience. Candidate's automation and integration skills are strong, but gaps are critical and not inferable. Resume would need substantial rework to address missing SAP experience. **Strengths:** Automation, Integration, Data modeling **Critical Gaps:** No SAP experience **Missing Required:** SAP ABAP experience

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT4.1] Candidate has strong Go, PostgreSQL, Docker, Kubernetes, and automation experience, but lacks explicit .NET, React, and Azure exposure. ATS recognizes adjacent skills but caps score due to missing .NET and React. Resume could be improved by adding .NET/React/Azure project experience. **Strengths:** PostgreSQL, Docker/Kubernetes, Automation **Missing Required:** .NET experience, React experience

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT4.1] Candidate has strong Python, SQL, automation, and CI/CD experience, but lacks explicit Django and microservices exposure. ATS recognizes adjacent skills but caps score due to missing Django. Resume could be improved by adding Django and microservices project experience. **Strengths:** Python automation, CI/CD, Data pipelines **Missing Required:** Django experience

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT5-mini] Candidate matches key requirements (Python, Linux/Docker, remote-team support, AI automation) and has strong production ops and SSO/OAuth experience; gaps are infrastructure-as-code (Terraform) and compliance/MDM tooling (JAMF, Apple Business Manager). Score reflects demonstrated application of required skills but penalties for multiple required items not shown. Improve by adding Terraform examples, highlighting any security/compliance work, and calling out MDM/JAMF or similar device-management experience. **Strengths:** Python (production usage), Linux / Docker / production ops, AI automation & orchestration (RAG / LLM pipelines) **Missing Required:** Terraform, Compliance frameworks (ISO-27001 / PCI-DSS), MDM (JAMF / Apple Business Manager)

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT5.2] A vaga casa muito com o perfil: SDKs internos, APIs multi-tenant, plataforma interna de IA com rate limiting, OAuth/JWT/RBAC, e back-end em Go/Node/Python com LLM APIs. O gap é Kubernetes/GKE (nível arquitetura), GitLab CI avançado e Backstage/IDP, que são requisitos bem específicos. Para aumentar o score, evidenciar experiência (ou projeto público) com K8s + CI/CD avançado e padrões de plataforma (IDP/Backstage). **Strengths:** Go em produção + arquitetura de sistemas, OAuth/OIDC e segurança de autenticação, IA-nativa (LLM APIs, pipeline, rate/cost mindset) **Missing Required:** Kubernetes (nível arquitetura), GitLab CI avançado, Backstage/IDP experiência

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5-mini] This role requires deep C#/.NET and Autodesk (Revit/Navisworks) API expertise, which are absent from the candidate's background. The mismatch is domain-specific and critical (different platform/language). To improve, acquire/demonstrate C#/.NET + Revit API projects or target roles aligned to Go/Python/infra instead. **Strengths:** Systems design and architecture, Production engineering experience, Scripting and automation (Python, Go) **Critical Gaps:** No C#/.NET experience, No Autodesk/Revit/Navisworks experience **Missing Required:** Strong recent experience developing for Autodesk products (Revit/Navisworks), C#/ .NET experience

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5-mini] Candidate demonstrates solid backend/production skills (Python, APIs, CI/CD) but lacks explicit senior React/GraphQL and specific AWS serverless (DynamoDB/Lambda/ECS) experience required by the JD. Score penalized for missing core front-end and AWS serverless components and potential years-in-scope uncertainty. Improve by calling out any React/GraphQL work, emphasizing Python+AWS projects, and adding React examples or small portfolio pieces. **Strengths:** Python backend and production-operational experience, Built full production web services and orchestrators, CI/CD and testing-aware development **Missing Required:** Strong frontend experience with ReactJS, AWS serverless stack (DynamoDB/Lambda/ECS)

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5-mini] Significant required items are missing: Databricks administration, deep Spark execution model knowledge, and Terraform/IaC at scale; the resume shows relevant Python/SQL experience but lacks the platform-specific expertise. Score reflects backend/data engineering capabilities but heavy deductions for platform/admin gaps. To improve, gain hands-on Databricks/Spark admin experience or target roles that value general data-platform experience rather than Databricks-specific admin duties. **Strengths:** Python and SQL proficiency, Data pipeline and platform design experience, Experience with CI/CD and production operations **Missing Required:** Hands-on Databricks in AWS, Terraform (Infrastructure as Code)

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5.2] A vaga é liderança técnica em RPA (UiPath/Power Automate) e integrações; o histórico mostra automação/integração, mas não ferramentas RPA específicas nem robôs atendidos/não atendidos. ATS costuma filtrar por UiPath/Power Automate de forma direta. Para melhorar, precisaria ter experiência real (ou projeto) em UiPath/Power Automate com orquestração, filas e credenciais. **Strengths:** Integração via APIs e bancos (base forte), Automação de processos e lógica de negócio, Comunicação técnico-negócio e liderança (head/founder) **Critical Gaps:** Ferramentas centrais de RPA (UiPath/Power Automate) ausentes **Missing Required:** experiência sólida em RPA (UiPath e/ou Power Automate)

[ANALYSIS_REPORT] **TOP** [gemini-3.1-pro-preview] The candidate has a direct background in Mechatronics Engineering, which aligns perfectly with the industrial automation and control systems requirement. Furthermore, the candidate's extensive hands-on experience integrating ERPs (TOTVS) and writing custom Python/Node.js orchestrators directly matches the core technical stack. To maximize ATS impact, the candidate should explicitly reframe their custom orchestrator work as 'Machine Learning and ERP integrations via Python/Node.js'. **Strengths:** Python/Node.js System Integration, Industrial/Mechatronics Control Logic, ERP (TOTVS) Data Sanitization

[ANALYSIS_REPORT] **TOP** [gemini-3.1-pro-preview] The job explicitly asks to transform strategic objectives into automated systems to reduce operational friction, which perfectly summarizes the candidate's entire professional trajectory. The candidate possesses hands-on experience with n8n, API integrations, and prompt engineering, fulfilling all core requirements. The resume should highlight the specific low-code/n8n flows and emphasize the 'Systems Thinker' narrative to guarantee human reviewer buy-in. **Strengths:** n8n & API Integrations, Strategic Business Translation, Prompt Engineering

[ANALYSIS_REPORT] **LOW** [gemini-3.1-pro-preview] The job requires proven experience with enterprise RPA tools (UiPath, Automation Anywhere) and specific knowledge of the credit card operational lifecycle, both of which the candidate lacks. The candidate builds custom automated systems (Go, Node.js) rather than using legacy enterprise RPA. The heavily structured, change-control-focused corporate environment strongly conflicts with the candidate's scrappy, first-principles engineering style. **Strengths:** Python / SQL, High-volume Data Manipulation, Process Automation **Critical Gaps:** Enterprise RPA Tools (UiPath, Blue Prism) **Missing Required:** Experiência comprovada em RPA

[ANALYSIS_REPORT] **LOW** [gemini-3.1-pro-preview] This role is strictly focused on Go-To-Market (GTM) and outbound sales automation, requiring deep expertise in specific sales tech stacks (Clay, Apollo, HubSpot). While the candidate has excellent API and automation skills, they lack the predictable revenue and sales funnel domain knowledge required to strategize these workflows. The ATS will severely penalize the absence of GTM-specific tooling. **Strengths:** Python/Node.js JSON manipulation, API Integration, Growth Hacker Automation Mentality **Critical Gaps:** Outbound Sales Domain Knowledge, Specific GTM Tools (Clay, Apollo, HubSpot) **Missing Required:** Experiência construindo Outbound Machines, Domínio de Clay

[ANALYSIS_REPORT] **HIGH** [gemini-3.1-pro-preview] The candidate's core competency is mapping chaotic operational processes, finding bottlenecks, and implementing AI/automation solutions, which is the exact mission of this role. The candidate has strong Python, SQL, and API experience. To improve ATS performance, the candidate should map their current AWS basics to the specific cloud requirements mentioned and explicitly frame past operational improvements as 'Applied AI/Business Intelligence'. **Strengths:** Business-to-Technical Translation, Process Mapping, Python/SQL/APIs

[ANALYSIS_REPORT] **LOW** [gemini-3.1-pro-preview] This role is highly specialized in Civil Engineering, GIS, and Computer Vision (3D models, point clouds). The candidate operates in business process automation, text-based LLMs, and API orchestration. There is zero overlap in domain expertise or the specific machine learning libraries requested. **Strengths:** Python, APIs **Critical Gaps:** GIS / Spatial Data, Civil Engineering Domain, Computer Vision **Missing Required:** Visão computacional, InfraWorks / Civil 3D / QGIS

[ANALYSIS_REPORT] **HIGH** [gemini-3.1-pro-preview] The technical stack matches perfectly: Python, SQL, English, n8n, and process automation at scale. However, the candidate's domain is Supply Chain/Finance, whereas the role prefers Commercial/CS/Marketing. The candidate must modify the resume to highlight how supply chain automation logic directly transfers to lead qualification and CRM intelligence. **Strengths:** n8n & Advanced Automation, Python & SQL Scripts, End-to-End Execution