Anti-ATS Evaluatorv1.3

[ANALYSIS_REPORT] **LOW** [Copilot: claude-opus-4.5] Even stricter requirements than Job 1 with 5+ years AI researcher experience and 2+ years specifically in GenAI technologies. Candidate's practical systems engineering background does not translate to the deep research expertise required. The role demands someone who can design novel RL algorithms, training methodologies, and multimodal architectures from scratch. **Strengths:** Demonstrated problem-solving and complex system design, Strong cross-functional communication skills, Practical LLM integration experience **Critical Gaps:** No formal AI research career - role requires 5+ years as AI researcher, No GenAI technology development experience at research level, No distributed computing on cloud at scale for model training **Inferred Skills:** Python programming, Git/version control, API integrations, Data processing workflows, Problem-solving, Cross-functional collaboration **Missing Required:** PhD/MSc degree, 5+ years AI researcher experience, 2+ years GenAI technology development, LLM training/finetuning infrastructure development, Deep learning expertise, NLP/CV foundations, Parallel/distributed computing on cloud **Missing Nice-to-Have:** Publications in top-tier conferences, Cloud platform expertise at scale

[ANALYSIS_REPORT] **MEDIUM** [Copilot: GPT5.2] Há match parcial: o candidato demonstra capacidade de construir sistemas com dados, integrações e uso de LLM via API, além de histórico forte de automação/produção e perfil de aprendizado rápido. No entanto, a vaga exige experiência comprovada com GCP, containerização e observabilidade de LLM/RAG (métricas e ferramentas), que não estão evidenciadas no currículo. **Strengths:** Construção e operação de automações de negócio com dados em escala prática, Integração de LLMs em ferramenta aplicada (monitoramento/extração de inteligência), Base sólida de dados e validação (SQL + saneamento de cadastros/ERP) **Inferred Skills:** APIs e integrações, Automação de workflows, Arquitetura de sistemas, Data pipelines/ETL leve, Operação e melhoria contínua de sistemas, Stakeholder management **Missing Required:** Experiência em GCP, Operação de soluções containerizadas, Vivência com observabilidade de LLMs (análises quantitativas/qualitativas em RAG e generativos) **Missing Nice-to-Have:** RAG avançado com métricas e governança, Ferramentas específicas de agentes/observabilidade (ex.: LangSmith/Arize/WhyLabs ou similares)

[ANALYSIS_REPORT] **LOW** [Copilot: claude-opus-4.5] More engineering-focused role with Bachelor's as minimum education (which candidate meets). However, core requirements around video generation models, multimodal architectures, and distributed GPU training at thousands-of-GPUs scale are completely outside candidate's experience. The hands-on PyTorch and large-scale model training requirements are blocking gaps. **Strengths:** Meets education requirement (Bachelor's in Engineering), Self-hosted LLM infrastructure experience shows GPU/systems capability, Strong systems engineering and data pipeline experience **Critical Gaps:** No video generation or multimodal model experience - core requirement for role, No distributed GPU training experience at scale (thousands of GPUs), No computer vision background **Inferred Skills:** Python programming, Data pipeline development, API integrations, System architecture, Production deployment, Infrastructure management **Missing Required:** PyTorch proficiency, Video/multimodal foundation model experience, Large-scale distributed training experience, Vision Language Model development, Experience with interleaved multimodal data **Missing Nice-to-Have:** PhD in CV/ML/NLP, First-author publications at CVPR/ICCV/NeurIPS, Video generation foundation model expertise

[ANALYSIS_REPORT] **LOW** [2.5-Flash] This role is critically focused on SAP ABAP and BTP development, for which the candidate has no direct experience. While they have strong ERP experience with TOTVS Protheus, this is an adjacent but entirely different ecosystem. The lack of specific SAP technical skills constitutes a critical gap, making the candidate unsuitable despite transferable skills like general API knowledge and familiarity with agile methodologies. **Strengths:** General API understanding, Agile methodology **Critical Gaps:** SAP ABAP/BTP development expertise **Inferred Skills:** API concepts (general), Agile methodology **Missing Required:** 4+ years experience in ABAP development, Experience with SAP BTP development and integration, Knowledge of classic ABAP objects (Reports, ALV, SmartForms, IDocs, BAPIs), Experience with APIs, OData Services, and CDS Views within the SAP context **Missing Nice-to-Have:** RAP (RESTful ABAP Programming Model), Notions of SAP Fiori/UI5, SAP Certification

[ANALYSIS_REPORT] **LOW** [2.5-Flash] This role requires extensive, specific experience as a SAP Integration Architect, including SAP BTP, Integration Suite, Cloud Connector, and various SAP modules (S/4 Hana, MDG). The candidate lacks any direct SAP experience, possessing expertise in a different ERP (TOTVS Protheus). This fundamental mismatch in core platform knowledge creates a critical gap that cannot be overcome by transferable skills or general integration experience, making the candidate unsuitable. **Strengths:** General integration concepts, General API integration **Critical Gaps:** SAP ecosystem expertise, SAP Integration Suite experience **Inferred Skills:** Integration concepts (general), API integration (general) **Missing Required:** Participation in SAP implementation projects (Rise with SAP), Familiarity with SAP BTP (subaccount, service activation), Solid knowledge in SAP Integration Suite (Cloud Integration, Event Mesh, API Management), Solid knowledge in SAP Cloud Connector configuration, Knowledge of SAP S/4 Hana, MDG, SOLMAN, Concur, 7+ years experience in SAP projects

[ANALYSIS_REPORT] **LOW** [2.5-Flash] This role demands solid experience in SAP ABAP and SAP CPI for integrations. The candidate's ERP experience is with TOTVS Protheus, not SAP, and they lack any direct exposure to ABAP development or SAP's integration platform (CPI). This represents a critical technical gap in the core requirements of the job, making the candidate unsuitable despite general software development skills. **Strengths:** General API integration, General debugging skills **Critical Gaps:** SAP ABAP development expertise, SAP CPI integration expertise **Inferred Skills:** API integration (general), Debugging and error analysis (general) **Missing Required:** Solid experience with SAP ABAP, Experience with SAP CPI and integrations (SOAP, REST, IDoc, OData), Experience in ECC and/or S/4HANA environments **Missing Nice-to-Have:** Experience with S/4HANA and ABAP for HANA, Knowledge in CDS Views, AMDP, and RAP, Experience in cloud integration and hybrid architecture

[ANALYSIS_REPORT] **LOW** [2.5-Flash] This role is a highly specialized SAP Business One Expert position requiring in-depth knowledge of SAP B1 implementation, modules (Finance, Purchases, Inventory, Production, MRP), and support. The candidate's ERP experience is exclusively with TOTVS Protheus. This creates a critical platform-specific gap that cannot be bridged by general ERP knowledge or transferable skills like SQL, making the candidate unsuitable for this specialized role. **Strengths:** SQL and databases (general), Process knowledge (general ERP) **Critical Gaps:** SAP Business One expertise (core ERP platform) **Inferred Skills:** SQL and databases (general), Process knowledge (general ERP), API concepts (general) **Missing Required:** Proven experience with SAP Business One, Experience in SAP B1 implementation projects, Solid knowledge in various SAP B1 modules **Missing Nice-to-Have:** SAP Business One certification

[ANALYSIS_REPORT] **LOW** [3-Flash] Requires specific SAP BTP Integration Suite skills (iFlows, Groovy, OData) which the candidate has not used, despite his general middleware and automation experience. **Strengths:** Data Integration Logic, Automation Strategy, Technical Execution **Critical Gaps:** SAP BTP technical stack **Inferred Skills:** API Management (General), JSON/XML/OAuth **Missing Required:** Experience with Cloud Integration **Missing Nice-to-Have:** CI/CD for SAP

[ANALYSIS_REPORT] **LOW** [2.5-Flash] This role is for a highly specialized SAP Cloud Platform Engineer, requiring extensive hands-on experience with SAP BTP services (e.g., Build Work Zone, Cloud Integration), SAP Cloud Identity Services, and modern cloud architecture within the SAP ecosystem. The candidate lacks any direct SAP platform experience, having 'fundamentals of AWS' but no SAP-specific cloud background. This represents a critical technical gap in the core requirements, rendering the candidate unsuitable. **Strengths:** Python (general programming), Agile/Scrum (general understanding) **Critical Gaps:** SAP BTP platform and ecosystem expertise **Inferred Skills:** Python (programming), Agile/Scrum (familiarity), Fast learner (behavioral) **Missing Required:** 3+ years hands-on experience with SAP BTP and other cloud platforms (IaaS/PaaS/SaaS), Administration of SAP BTP PaaS (evaluate, design, implement, maintain), Configuration and maintenance of SAP Cloud Connectors and SAP Cloud Identity Services, Familiarity with modern cloud architecture (SAP context), Basic knowledge in S/4 HANA and ECC6, Advanced English for technical conversations **Missing Nice-to-Have:** Microsoft EntraID, CI/CD (GitHub Actions), IaaC (Terraform)

[ANALYSIS_REPORT] **LOW** [3-Flash] Hugo is a supply chain expert, but this role requires 5+ years of hands-on SAP EDI/IDoc integration specifically. His TOTVS experience is adjacent but not a direct technical match for the EDI protocols mentioned. **Strengths:** Supply Chain Domain Knowledge, Troubleshooting, Middleware Integration Logic **Critical Gaps:** SAP EDI specific standards **Inferred Skills:** IDoc Logic, B2B Partner Onboarding, Supply Chain Document Flow **Missing Required:** 5+ years in SAP EDI integration **Missing Nice-to-Have:** SAP PI/PO, Sterling Integrator

[ANALYSIS_REPORT] **LOW** [2.5-Flash] This role is for an SAP Solutions and Integration Architect, demanding advanced knowledge of the SAP ecosystem, integration tools specific to SAP (middleware), and a strong understanding of SAP-related APIs and Web Services. The candidate's ERP experience is with TOTVS Protheus, not SAP, and their integration experience, while strong, is not within the SAP domain. This constitutes a critical gap in the core platform knowledge required for this architectural role. **Strengths:** General integration concepts, General AI and automation understanding **Critical Gaps:** SAP ecosystem and specific SAP integration expertise **Inferred Skills:** Integration concepts (general), API integration (general), AI concepts (general), Automation (general) **Missing Required:** Advanced knowledge of the SAP ecosystem and integration tools (middleware, APIs, Web Services, EDI), Experience with process automation, RPA, and artificial intelligence (in SAP context)

[ANALYSIS_REPORT] **MEDIUM** [2.5-Flash] This role is for a TOTVS Protheus Systems Developer, a domain where the candidate has direct, albeit older (9-10 years ago), and impactful experience. His summary states continuous application of ERP recovery, showing that his fundamental principles regarding ERP systems have been continuously used, granting 100% weight. He also has strong transferable skills like SQL, API integration, and process analysis. Deductions mainly come from missing specific Protheus development languages (ADVPL, TL++), which are highly specific and may not be actively used. However, his past experience and the nature of ERP architecture make him a plausible candidate, particularly given his strong problem-solving and fast-learning capabilities. **Strengths:** Direct TOTVS Protheus ERP experience (historic but foundational), Strong process analysis and data sanitation, SQL and API integration (transferable) **Inferred Skills:** Process analysis and requirements gathering, SQL optimization, API integration (general, but relevant), ERP architecture understanding **Missing Required:** Knowledge in ADVPL and TL++ for customisations and development **Missing Nice-to-Have:** Knowledge in FLUIG, Experience with Git (versioning)

[ANALYSIS_REPORT] **LOW** [2.5-Flash] This role requires highly specialized technical expertise in Microsoft Dynamics 365 Finance & Operations (D365 F&O), including development in X++, .NET, Power Platform, and specific tools like LCS and DevOps. The candidate's ERP experience is with TOTVS Protheus and does not include any Microsoft Dynamics exposure. This fundamental platform mismatch constitutes a critical gap in the core technical requirements, making the candidate unsuitable despite transferable skills like general API integration. **Strengths:** General API integration, Strong analytical skills **Critical Gaps:** Microsoft Dynamics 365 F&O expertise **Inferred Skills:** API integration (general), Analytical skills (general) **Missing Required:** 3+ years experience with Dynamics AX and/or D365 F&O, Solid knowledge in X++, MorphX, and Visual Studio, Experience with LCS, DevOps, and versioning tools (Git, TFVC) **Missing Nice-to-Have:** Microsoft Certified: Dynamics 365 Finance and Operations Apps Developer Associate

[ANALYSIS_REPORT] **TOP** [2.5-Pro] The candidate is an exceptional match, bordering on overqualified. His entire career has been focused on analyzing, fixing, and automating complex systems, which aligns perfectly with the core responsibilities of integrating ERPs and e-commerce platforms. Deep, hands-on experience recovering a corrupted TOTVS ERP and building an automated e-commerce business from scratch provide direct evidence of all required technical and problem-solving skills. **Strengths:** Deep hands-on ERP (TOTVS) recovery and data architecture experience, Proven ability to build and automate complex e-commerce/supply-chain systems, Strong API integration, database (SQL), and Node.js skills **Inferred Skills:** Solution Architecture, Technical Leadership, Complex Troubleshooting, Process Mapping, Stakeholder Management **Missing Nice-to-Have:** VTEX Expert Certification, Post-graduação em áreas de TI, ITIL Foundations, Experiência com Azure/GCP

[ANALYSIS_REPORT] **LOW** [3-Flash] While his mechatronics background fits the 'Integration' mindset, the job requires a 'Specialist' level of expertise in SAP CPI/Integration Suite which he does not possess. **Strengths:** System Architecture, Global Stakeholder Management, Analytical Problem Solving **Critical Gaps:** SAP Integration Suite expertise **Inferred Skills:** Interface Design, Agile Project Delivery, Event Mesh Concepts **Missing Required:** High level of expertise in SAP Integration Suite **Missing Nice-to-Have:** SuccessFactors/Ariba integration

[ANALYSIS_REPORT] **LOW** [2.5-Pro] The candidate is a complete mismatch for this role. The position requires an expert in the Oracle ecosystem (PL/SQL, EBS, Oracle Cloud), whereas the candidate's experience is with TOTVS, Python, and Node.js. There are no transferable skills for this specific and deeply technical Oracle leadership position. **Strengths:** General ERP experience (though different system) **Critical Gaps:** The entire required technology stack is different (Oracle vs. candidate's Python/JavaScript/TOTVS stack) **Missing Required:** Oracle Technical skills experience, Oracle EBS Implementation/AMS experience, Oracle PL/SQL Database Developer, Knowledge in Rest API, SOAP, BI, FBDI for Oracle R12 **Missing Nice-to-Have:** Scrum Developer Certifications, Oracle Forms/Reports solutions

[ANALYSIS_REPORT] **LOW** [3-pro] Candidate has strong SQL and ERP logic background, but the role requires legacy Oracle Forms/Reports specific stack which conflicts with candidate's recent AI/Modern stack trajectory. **Strengths:** SQL proficiency, System development lifecycle **Inferred Skills:** PL/SQL logic, Database architecture **Missing Required:** Oracle Forms, Oracle Reports **Missing Nice-to-Have:** Web services SOAP

[ANALYSIS_REPORT] **LOW** [3-pro] Role is highly specific to 'Oracle Primavera Unifier'. While candidate has strong Supply Chain and Project Management context, the lack of specific tool experience is a major blocker for a Specialist role. **Strengths:** Supply Chain domain, Workflow automation **Inferred Skills:** Business Process mapping, Integrations **Missing Required:** Oracle Primavera Unifier configuration

[ANALYSIS_REPORT] **LOW** [3-pro] Senior Oracle role requiring PL/SQL Web Toolkit. Candidate has the seniority and data logic (TOTVS experience), but lacks the specific legacy Oracle web stack experience. **Strengths:** Seniority, Data integrity focus **Inferred Skills:** Complex data modeling, Stored procedures **Missing Required:** PL/SQL Web Toolkit, Performance tuning (Oracle specific) **Missing Nice-to-Have:** Java Backend

[ANALYSIS_REPORT] **LOW** [3-pro] Legacy Oracle stack (Forms/Reports) focus. Candidate's career trajectory is moving towards AI/Cloud, making this a strategic mismatch despite having transferable SQL skills. **Strengths:** Enterprise system sustenance, Agile methodologies **Inferred Skills:** PL/SQL, System integration **Missing Required:** Oracle Forms, Oracle Reports **Missing Nice-to-Have:** Oracle APEX

[ANALYSIS_REPORT] **MEDIUM** [3-pro] Strong domain match (Supply Chain/ERP) and candidate understands ERP customization logic deeply (TOTVS). However, the specific Oracle EBS tech stack (RICEFW) is missing. **Strengths:** Deep Supply Chain domain, ERP Engineering reverse-engineering **Inferred Skills:** ERP Logic, Procurement/Financial flows, Table structures (OM, AP, AR equivalent knowledge) **Missing Required:** Oracle EBS specific customization experience **Missing Nice-to-Have:** Oracle Integration Cloud

[ANALYSIS_REPORT] **LOW** [2.5-Pro] This is a critical mismatch. The role requires solid experience in specific Oracle technologies (JD Edwards, Oracle ODI, or Oracle BRM), none of which appear on the candidate's resume. The candidate's background in different ERP systems and development languages is not relevant here. **Strengths:** Problem-solving aptitude **Critical Gaps:** The role requires specific Oracle platform experience (JDE, ODI, BRM) which is a completely different domain from the candidate's skills. **Missing Required:** Solid experience in JD Edwards or Oracle ODI or Oracle BRM

[ANALYSIS_REPORT] **LOW** [3-pro] Critical tech stack mismatch. Role requires Java/Spring ecosystem. Candidate is Python/Node.js focused. **Strengths:** Automation, Process efficiency **Critical Gaps:** Required skill in completely different domain (Java vs Python/Node) **Inferred Skills:** Integration logic, Web applications **Missing Required:** Java development, Oracle Integration Cloud **Missing Nice-to-Have:** Microservices architecture

[ANALYSIS_REPORT] **MEDIUM** [3-pro] Candidate is a perfect domain match (Purchasing/Supply Chain modules in ERP), but the role requires Delphi. High value in business logic, low value in coding language. **Strengths:** Exact domain match (Supply Chain/Compras), ERP experience **Critical Gaps:** Missing primary programming language (Delphi) **Inferred Skills:** Procurement processes, ERP architecture, SQL optimization **Missing Required:** Delphi development **Missing Nice-to-Have:** Fiscal documents knowledge

[ANALYSIS_REPORT] **LOW** [3-pro] Requires Delphi and Fiscal/Tax domain. Candidate's strength is Supply Chain/Finance logic, not Brazilian Tax/Fiscal implementation in Delphi. **Strengths:** General ERP knowledge **Critical Gaps:** Missing primary programming language (Delphi) **Inferred Skills:** SQL, ERP logic **Missing Required:** Delphi, Fiscal expertise **Missing Nice-to-Have:** CI/CD