Anti-ATS Evaluatorv1.3

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] EPAM (big consulting) role requiring 7+ years Salesforce expertise with deep Loyalty Cloud experience, Java background, MuleSoft/Kafka/Apigee integration experience, and Scrum team participation. The candidate has zero Salesforce experience, no Java background, and no enterprise consulting experience. ATS will immediately filter this out as the candidate lacks the entire required technology stack. **Strengths:** System integration concepts (general), English proficiency (C1 required), Business-technical translation skills **Critical Gaps:** No Salesforce experience whatsoever, No enterprise consulting background, No Java or Salesforce-adjacent technologies **Missing Required:** 7+ years Salesforce expertise, Loyalty Cloud experience, Java background, System integration with MuleSoft/Kafka/Apigee

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] Another EPAM role requiring 7+ years SAP experience (S/4HANA, SAP BTP, Cloud solutions), cross-functional SAP modules (FI, CO, SD, MM), TOGAF/SAP Solution Manager expertise, and enterprise architecture governance. The candidate has zero SAP experience. ATS will immediately reject due to complete absence of SAP technology stack and enterprise architecture methodologies. **Strengths:** Business transformation concepts, ERP experience (TOTVS, different system), English C1 proficiency **Critical Gaps:** No SAP experience, No enterprise architecture methodology experience, No SAP-specific business process modeling **Missing Required:** 7+ years SAP experience, S/4HANA projects, SAP BTP and Cloud solutions, TOGAF or SAP architecture methodologies

[ANALYSIS_REPORT] **MEDIUM** [Opencode: sonnet-4-5] This Solutions Architect role for freight analytics requires 2-4 years experience, SQL, Smartsheet, Atlassian Suite, SDLC management, and RESTful API design. The candidate has strong SQL experience, API integration concepts, project oversight experience, and SDLC understanding. However, ATS may flag the absence of 'Software Engineer' job titles and lack of formal CS/IT/MIS degree (Mechatronics may not match). Smartsheet and Atlassian Suite are learnable tools. **Strengths:** SQL and database experience (PostgreSQL, SQLite), Systems architecture and integration, Supply chain and logistics domain expertise, RESTful API concepts, Project management and SDLC understanding **Missing Required:** CS/IT/MIS degree (has Mechatronics Engineering instead)

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT5.1] O candidato tem boa base em Linux, cloud fundamentals, Docker e automação, o que dialoga com parte das demandas de arquitetura multi-cloud. Faltam, porém, evidências claras de experiência avançada com Kubernetes, OpenStack, GCP/Azure e serviços de infraestrutura típicos de mercado financeiro. O perfil se aproxima mais de arquiteto de aplicações/automação do que de arquiteto de infraestrutura multi-cloud profundo. **Strengths:** Forte experiência com Linux, Docker e operação de sistemas, Perfil autodidata e curioso compatível com o time proposto, Vivência em integrações e automação que pode somar em soluções cloud **Missing Required:** Experiência comprovada em projetos multi-cloud (OpenStack, AWS, GCP, Azure), Orquestração de containers com Kubernetes ou similares em produção, Arquitetura de serviços de infraestrutura em ambientes financeiros

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT5.1] A vaga pede arquitetura de software, Machine Learning e cloud (AWS/Azure), e o candidato traz forte experiência em arquitetura, IA generativa, pipelines de scoring e operação em servidores Linux. Falta uma ênfase explícita em ML tradicional (regressão/classificação) e experiência detalhada em AWS/Azure, embora haja fundamentos e experiência com LLMs. Ainda assim, o fit técnico é alto para uma role híbrida de arquitetura+ML. **Strengths:** Experiência forte em design de sistemas, microsserviços e infra enxuta, Uso avançado de LLMs, RAG e pipelines de IA em produção, Boa capacidade de traduzir requisitos técnicos e de negócio **Missing Required:** Experiência robusta em Machine Learning tradicional além de LLMs

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] Talan legacy modernization role requiring AWS/Azure expertise, Power Platform, Microsoft Entra ID, workshop facilitation, and fluency in Polish + English. The candidate has AWS fundamentals but not deep expertise, no Power Platform experience, no Microsoft Entra ID experience, and critically, no Polish language skills (required). ATS will likely auto-filter on Polish language requirement. The role also requires onsite workshops in Warsaw. **Strengths:** Legacy system mapping mindset, Business-technical bridge skillset, System architecture and modernization thinking, Cloud migration concepts **Critical Gaps:** Polish language requirement not met **Missing Required:** Polish and English fluency (only has English), Onsite capability in Warsaw

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] Duplicate of Job 5 (same Talan role, same requirements). Requires Polish + English fluency, onsite Warsaw workshops, deep AWS/Azure/Microsoft Entra ID experience, and Power Platform familiarity. Candidate lacks Polish language skills (mandatory requirement) and deep cloud platform expertise. ATS auto-filter on language requirement. **Strengths:** Legacy system mapping mindset, Business-technical bridge skillset, System architecture and modernization thinking, Cloud migration concepts **Critical Gaps:** Polish language requirement not met **Missing Required:** Polish and English fluency (only has English), Onsite capability in Warsaw

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] Duplicate of Job 1 (same Nutanix Kubernetes role). Requires 5+ years Kubernetes + presales experience, CNCF technologies, hyperscaler platform expertise, and networking/storage design for K8s clusters. Candidate has zero Kubernetes experience and no presales/sales-engineering background. ATS will auto-reject on missing core requirements. **Strengths:** Portuguese fluency (required), Systems architecture thinking, Linux familiarity **Critical Gaps:** No Kubernetes experience, No presales/sales-engineering experience, No container orchestration background **Missing Required:** 5+ years Kubernetes experience, Presales experience, CNCF technology familiarity

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5.1] A vaga é explicitamente afirmativa para pessoas pretas, o que configura um critério demográfico obrigatório no funil de ATS. Como o dado de raça do candidato não atende a esse recorte, o sistema tende a bloquear automaticamente a candidatura. Independentemente do fit técnico, o critério demográfico domina o resultado. **Strengths:** Experiência forte em arquitetura de soluções e cloud, Boa base em IA e automação que seria relevante em contexto AWS

[ANALYSIS_REPORT] **LOW** [Copilot: GPT5.1] A vaga pede arquitetura em Azure, Kubernetes e .NET/C#, com forte ênfase em saúde, LGPD/HIPAA e integração de sistemas de saúde. O candidato não apresenta experiência com .NET/C#, nem com padrões HL7/FHIR ou sistemas de saúde, embora tenha boa base em cloud fundamentals e automação. O desencaixe em stack e domínio regulatório é significativo. **Strengths:** Boa experiência em integrações e automação de sistemas, Capacidade de atuar em ambientes multi-cloud em papel mais generalista **Critical Gaps:** Ausência de experiência em sistemas de saúde e requisitos regulatórios (LGPD/HIPAA específicos de saúde), Ausência de experiência em .NET/C# que é central na vaga **Missing Required:** Experiência comprovada com .NET/C#, Experiência em migração/modernização de sistemas legados em contexto de saúde, Conhecimento sobre desafios e requisitos da área da saúde

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT5.1] O candidato cobre bem arquitetura de integrações, APIs, microserviços, cloud e segurança (OAuth2/OIDC), alinhado ao papel de arquiteto em ambiente SAP S/4HANA híbrido. Falta, entretanto, experiência explícita com SAP S/4HANA (IDoc, BAPI, RFC, OData, CPI), que é o núcleo da vaga. O perfil é de arquiteto de aplicações e integrações generalista, com gap no ERP específico. **Strengths:** Experiência forte em APIs REST, Webhooks e arquitetura orientada a eventos, Boa base em cloud AWS e segurança (OAuth2/OIDC/mTLS conceitual), Perfil consultivo e organizado compatível com o papel **Missing Required:** Integrações práticas com SAP S/4HANA usando IDoc/BAPI/RFC/OData, Experiência com SAP CPI/Integration Suite

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT5.1] A vaga exige forte foco em AWS, certificações e experiência como arquiteto de soluções cloud-native, e o candidato traz fundamentos de AWS, containers, CI/CD e arquitetura de aplicações modernas. No entanto, faltam certificações AWS e histórico explícito de 6+ anos atuando como arquiteto AWS em si, o que pesa no ATS. O perfil técnico geral é alinhado, mas menos específico em AWS do que o desejado. **Strengths:** Boa experiência com containers, microsserviços e aplicações modernas, Perfil de arquiteto com background de desenvolvimento real, Experiência relevante com IA, o que é um plus em ofertas modernas **Missing Required:** Mínimo de 6 anos como arquiteto de soluções focado em AWS, Certificações AWS exigidas para a função

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT5.1] O candidato se alinha bem a arquitetura C4, DDD, APIs, eventos e cloud, mas não apresenta experiência direta com SAP S/4HANA, que é um eixo da vaga. O histórico mostra competência forte em integrações, APIs e visão sistêmica, o que é bem valorizado. Ainda assim, a ausência de SAP prático limita a pontuação. **Strengths:** Boa experiência em arquitetura orientada a eventos, APIs e SOA, Conhecimento forte em OAuth2/OIDC e segurança de APIs, Capacidade de produzir documentação arquitetural clara (diagramas, ADRs) **Missing Required:** Integrações práticas com SAP S/4HANA (IDoc, BAPI, RFC, OData), Experiência com SAP CPI/Integration Suite

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] Duplicate of Jobs 1 and 7 (same Nutanix Kubernetes role). Requires 5+ years Kubernetes + presales experience, CNCF technologies, hyperscaler platform expertise, and K8s cluster design. Candidate has zero Kubernetes and presales experience. ATS auto-reject on missing core requirements. **Strengths:** Portuguese fluency (required), Systems architecture thinking, Linux familiarity **Critical Gaps:** No Kubernetes experience, No presales/sales-engineering experience, No container orchestration background **Missing Required:** 5+ years Kubernetes experience, Presales experience, CNCF technology familiarity

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] EPAM SAP role requiring 5+ years SAP experience, 2+ years leadership/architect roles, 1+ year leading 5+ person teams, and full-cycle SAP project experience across S/4HANA, SAP Cloud, and SAP modules (FI/CO/SD/MM). Candidate has zero SAP experience (TOTVS ERP is different system) and no team leadership with official title. ATS will auto-reject on SAP requirement. **Strengths:** ERP experience (TOTVS, different system), Business requirements and process design, English communication skills **Critical Gaps:** No SAP experience, No formal leadership/architect titles, No SAP-specific implementation experience **Missing Required:** 5+ years SAP experience, 2+ years SAP leadership/architect roles, 1+ year leading 5+ person teams, Full-cycle SAP projects

[ANALYSIS_REPORT] **MEDIUM** [Opencode: sonnet-4-5] Ruby AI Data Training role requiring 1-2+ years professional Ruby experience, Rails/MVC understanding, code review skills, LLM/AI coding assistant experience, excellent English writing, and Bachelor's in CS or related technical field. Candidate has Go + Python + Node.js production experience (no Ruby), Mechatronics degree (not CS), extensive LLM integration work, and strong technical writing. ATS may dock points for no Ruby, but strong AI/LLM experience and engineering degree may compensate partially. **Strengths:** Extensive LLM/AI integration experience (Claude, Gemini, OpenAI), Strong code review and validation mindset, Production systems experience (Go, Python, Node.js), Excellent English writing skills, AI coding assistant experience, Engineering degree (Mechatronics) **Missing Required:** 1-2+ years professional Ruby programming, CS or closely related technical field degree (Mechatronics may not be seen as equivalent by ATS)

[ANALYSIS_REPORT] **MEDIUM** [Opencode: sonnet-4-5] Senior Software Engineer (Chat Platform) at Felix requiring 5+ years software engineering, backend microservices, chatbot/conversational interface experience, Python/Flask/FastAPI, React, Google Cloud services, and Kubernetes/Terraform. Candidate has 12+ years systems/automation experience, Go/Python/Node.js production work, but no formal 'Software Engineer' job titles, no chatbot framework experience (DialogFlow/Rasa), and no Kubernetes/Terraform hands-on. ATS may flag missing SE title and chatbot-specific experience. **Strengths:** Backend systems and API design, Python production experience, Microservices architecture concepts, AI/LLM integration (Claude, Gemini, OpenAI), PostgreSQL and database design, CI/CD pipeline experience **Missing Required:** 5+ years as Software Engineer in title (has systems/analyst titles), Chatbot/conversational interface experience

[ANALYSIS_REPORT] **MEDIUM** [Opencode: sonnet-4-5] Senior Fullstack Engineer at SnowHeap requiring 5+ years fullstack experience, Python/FastAPI/Pydantic, React/Next.js/TypeScript, SQL/NoSQL, AWS/GCP/Azure, CI/CD, and CS degree. Candidate has Python/Go/Node.js production experience, PostgreSQL/SQLite, AWS fundamentals, CI/CD pipelines, but no React/Next.js/TypeScript frontend, no FastAPI/Pydantic, no formal SE title, and Mechatronics degree (not CS). ATS may flag missing SE title and frontend experience. **Strengths:** Python production experience, Backend systems and API design, PostgreSQL and database work, Systems architecture and design patterns, CI/CD pipeline implementation, AI/ML integration experience **Missing Required:** 5+ years Software Engineer title, React/Next.js/TypeScript frontend experience, CS or Software Engineering degree

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] Staff Software Engineer (Ruby on Rails) at Monoline requiring proven Senior SE experience, deep Ruby on Rails production work, PostgreSQL/Redis/Docker, AWS/Render, prompt engineering/LLM evaluation (LangFuse/LangSmith), and Retool/N8N automation. Candidate has no Ruby experience, no SE title, but strong Python/Go, PostgreSQL, Docker, AI/LLM integration, and n8n workflow automation. ATS will flag missing Ruby and SE title heavily. **Strengths:** Python production experience, PostgreSQL and database design, Docker containerization, AI/LLM integration (Claude, Gemini, OpenAI), n8n workflow automation, Prompt engineering and AI pipeline design **Critical Gaps:** No Ruby on Rails experience **Missing Required:** Proven Senior Software Engineer experience, Deep Ruby on Rails production work

[ANALYSIS_REPORT] **HIGH** [Opencode: sonnet-4-5] AI Augmented Software Engineer Senior at PALO IT requiring 5+ years software development (Python/JavaScript/Rust/Java/C#), AI code assistant proficiency (GitHub Copilot/Cursor/Continue), prompt engineering, critical code validation mindset, and Tech for Good values. Candidate has 12+ years systems/automation, Python/Go/JavaScript production work, extensive AI tool usage (Claude, Gemini, OpenAI, Cursor mentioned in resume), code validation discipline, and sustainability/impact focus. Main ATS risk: no formal SE title. **Strengths:** Extensive AI tool usage (Claude, Gemini, OpenAI, demonstrated with Cursor), Python and JavaScript production experience, Go production experience (full webserver built), Prompt engineering and AI pipeline optimization, Critical code validation mindset, Tech for Good / sustainability values alignment, Systems architecture and infrastructure **Missing Required:** 5+ years Software Engineer title

[ANALYSIS_REPORT] **LOW** [Opencode: sonnet-4-5] AI Code Evaluation (Ruby) requiring 3+ years professional Ruby experience, code review instincts, extreme attention to detail, excellent written communication, and async work capability. Candidate has zero Ruby experience (Python/Go/Node.js), but strong code review discipline, AI-generated code validation experience, excellent writing skills, and async remote work experience. ATS will flag missing Ruby, but lower experience requirement (3+ vs 5+) and focus on code review vs pure development may help. **Strengths:** Strong code review and validation instincts, Experience evaluating AI-generated code, Extreme attention to detail (demonstrated in PID-control prompt tuning), Excellent written communication, Async remote work experience, Production systems experience (Python, Go, Node.js) **Missing Required:** 3+ years professional Ruby experience

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT5.1] O candidato tem forte experiência com Python back-end, APIs, microsserviços, dados e IA, o que encaixa bem no stack back-end da vaga. A parte de React/UX não aparece explicitamente, embora haja experiência com JavaScript/Node e front-end vanilla. O fit técnico é bom no back-end e IA, com um gap em React/UX que o ATS pode penalizar. **Strengths:** Experiência robusta em Python, APIs e microsserviços, Vivência relevante com IA, RAG e pipelines de dados/LLMs, Boa capacidade de integração entre front-end e back-end **Missing Required:** Experiência sólida com React na construção de front-ends performáticos

[ANALYSIS_REPORT] **HIGH** [Copilot: GPT5.1] A vaga pede React, TypeScript, Node.js, Python e experiência com LLMs/LangChain, e o candidato traz forte experiência em Node.js, Python, LangChain, LLMs e integrações de APIs. Falta, porém, menção explícita a React e TypeScript em produção, o que o ATS considera requisito importante. O alinhamento com construção de plataforma de IA generativa e agentes é excelente. **Strengths:** Experiência direta com LangChain, RAG e pipelines de LLM, Domínio de Python e Node.js para back-end de serviços de IA, Foco em integrações e orquestração de agentes inteligentes **Missing Required:** Experiência sólida com React.js e TypeScript em produção

[ANALYSIS_REPORT] **TOP** [Copilot: GPT5.1] O candidato possui experiência intensa em automação, integrações, Python/JavaScript e IA, alinhando-se bem ao foco da vaga em RPA+IA. Falta, porém, uso explícito de plataformas de RPA como UiPath/Power Automate, embora haja experiência forte com n8n, Zapier e Make.com. O ATS vê um match alto em automação, com um gap específico em ferramenta. **Strengths:** Histórico forte em automação de processos fim-a-fim com n8n/Zapier/Make, Domínio de Python e JavaScript para integrações e lógica de negócio, Boa base em IA/LLMs para enriquecer automações com inteligência **Missing Required:** Experiência prática com ferramentas de RPA (UiPath/Automation Anywhere/Power Automate ou similares)

[ANALYSIS_REPORT] **HIGH** [Opencode: sonnet-4-5] AI Code Evaluation (Python) requiring 3+ years professional Python experience, code review instincts, extreme attention to detail, excellent written communication, and async work capability. Candidate has Python production experience (trading bots, automation systems, AI pipelines), strong code review discipline, AI-generated code validation, excellent writing, and async remote work. Good alignment on core requirements. **Strengths:** Python production experience (trading, automation, AI pipelines), Strong code review and validation discipline, Extensive AI-generated code evaluation experience, Extreme attention to detail (PID-control prompt tuning example), Excellent written communication, Async remote work experience, LLM API integration and prompt engineering