[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong data/automation and SQL foundation with quantitative background; missing hands-on GA4/GTM, CRM, A/B testing, and BI dashboards central to growth analytics; fast learner likely to ramp with guidance. **⚠️ Critical Gaps:** - GA4/GTM stack - CRM platform integrations - A/B testing/experimentation - BI dashboards (Looker/Tableau/Amplitude) **✅ Strengths:** - SQL proficiency - Python automation and integrations - Quantitative analysis experience **❌ Missing Required:** GA4 (Google Analytics 4), Google Tag Manager, Google Search Console, Microsoft Clarity, CRM platforms (e.g., HubSpot, Salesforce), Data enrichment tools (Clearbit, ZoomInfo), Outbound email infrastructure/warmup tools, A/B testing/experimentation frameworks, BI/data visualization (Looker, Tableau, Amplitude), Product funnel analytics, Growth metrics (CAC, LTV, retention)

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5] Strong Python, automation and API integration background with hands-on LLM deployment; missing explicit agent/chatbot experience and vendor GenAI APIs but likely to ramp quickly. **✅ Strengths:** - Python (automation) - LLM infrastructure experience - System integrations via APIs **❌ Missing Required:** AI agents, Chatbots

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5] Strong technical leadership and quantitative mindset align with metrics and team support; lacks explicit Agile framework facilitation and tooling experience; fast learner with systems-building background suggests quick ramp. **⚠️ Critical Gaps:** - Formal Scrum/Kanban facilitation experience - Demonstrated ownership of agile ceremonies and team coaching - Hands-on experience with Jira/Agile tooling **✅ Strengths:** - Leadership and ownership in engineering operations - Strong quantitative and metrics mindset - Systems thinking and automation experience **❌ Missing Required:** Scrum or Kanban, Agile facilitation of ceremonies, Backlog grooming/story refinement, Roadmap planning and tracking in agile, Definitions of Ready/Done, Agile tooling (Jira/Confluence)

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong automation/Terraform foundation and CI/CD experience, but substantial gaps in Ansible, Kubernetes/OpenShift, and multi-cloud enterprise IaC (AWS/Azure/OCI) specifics required for a Tech Lead; fast-learner signals mitigate slightly. **⚠️ Critical Gaps:** - Ansible (enterprise idempotent playbooks, roles, AAP/Tower) - Kubernetes/OpenShift platform operations - Multi-cloud enterprise architecture (AWS/Azure/OCI landing zones) **✅ Strengths:** - Terraform experience - Python/Shell automation - CI/CD pipelines **❌ Missing Required:** Terraform expert features (modules registry, workspaces/backends, state locking, drift detection, TFE), Ansible, AWS Landing Zones and core services (VPC, IAM, EKS, RDS, S3, Security Hub, Backup), OpenShift, GitOps (ArgoCD/Flux), Azure CAF Landing Zones, ARM/Bicep, AKS, OCI OKE and governance

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong systems/IaC and automation background, but lacks Azure-specific networking, security, and observability expertise mandated for the role. **⚠️ Critical Gaps:** - Azure Network domain mastery (VNets, NSG/ASG, Private Link) - Hybrid connectivity via VPN/ExpressRoute - Azure security stack (Key Vault, Defender for Cloud, Zero Trust, Policies) - Observability with Azure Monitor and KQL - AKS and Azure-native compute services **✅ Strengths:** - Terraform/IaC experience - Docker/containers - Python automation and CI/CD **❌ Missing Required:** Azure Network (mandatório), AKS, Azure App Services, Azure Functions, Bicep, Azure VNets/Subnets/NSG/ASG, Private Link, Application Gateway, Azure Firewall, Front Door, Load Balancer, VPN/ExpressRoute, Azure Blob/ADLS Gen2/Azure Files/Managed Disks, Azure Monitor + KQL, Azure Key Vault, Defender for Cloud, Azure Policy/Governança, Azure AD (Entra ID)

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong backend, infra, and AI; key gap is required React/React Native; fast learner and founder experience suggest ramp-up potential. **⚠️ Critical Gaps:** - React - React Native **✅ Strengths:** - Python backend - DevOps/Infrastructure (Docker/Terraform/CI/CD) - AI/ML (LLM Ops) **❌ Missing Required:** React, React Native

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5] Strong fit for AI Engineer: solid LLM and data architecture experience; main gap is knowledge graphs. Fast-learning systems builder with infrastructure depth. **⚠️ Critical Gaps:** - Impact investment lifecycle (deal sourcing/due diligence/portfolio management) - Monitoring & Evaluation frameworks (logframes, Theory of Change, impact KPIs) **✅ Strengths:** - LLM self-hosting and optimization - Python automation & data pipelines - Infrastructure-as-code (Docker/Terraform) **❌ Missing Required:** Knowledge graphs (RDF/SPARQL or Neo4j)

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong Python automation and systems architecture, but lacks core carrier-grade networking experience (Cisco IOS XR, VPNs, backbone design) and Jinja2 templating for network configs; fast learner potential is evident yet major network-domain gaps remain. **⚠️ Critical Gaps:** - Cisco IOS XR - Carrier-grade backbone operations - VPN architectures & troubleshooting - Network design for internet-scale (BGP/OSPF, HA) **✅ Strengths:** - Python scripting and automation - Systems architecture and end-to-end automation - DevOps tooling exposure (Docker/Terraform/CI/CD) **❌ Missing Required:** Strong background in network engineering and design, Hands-on experience with carrier-grade networks and internet infrastructure, Deep knowledge of Cisco IOS XR, Solid understanding of VPN technologies, Experience creating and managing Jinja2 templates for network configuration

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5] No explicit hard skills in the JD; based on typical AI/infra roles, the candidate strongly matches Python automation, Docker/Terraform, CI/CD and security, with gaps in Kubernetes, advanced cloud, and MLOps/observability. **✅ Strengths:** - Python automation - Docker/Terraform infrastructure - CI/CD and RBAC/SSO

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: claude-sonnet-4.5] Strong domain alignment in Supply Chain/Logistics with proven system architecture experience, but lacks critical requirement: SAP LES expertise. Candidate demonstrates strong technical foundations (automation, Python, infrastructure) and relevant logistics background (JIT systems, inventory management, procurement). Project management experience is informal/self-managed rather than formal PM certification. The 'Fast Learner' profile (33yo, builds complex end-to-end systems) partially compensates for PM methodology gaps, but SAP LES is a hard blocker requiring formal training. **⚠️ Critical Gaps:** - SAP LES (Logistics Execution System) - BLOCKING: Job explicitly requires 'Background com SAP LES' as mandatory. No SAP experience mentioned in resume. **✅ Strengths:** - Deep Logistics/Supply Chain domain knowledge (Procurement, JIT systems, inventory optimization, MITx Supply Chain MicroMasters) - Proven Systems Architecture skills (designed and deployed production-grade automated systems from scratch) - Strong technical automation capabilities (Python, Docker, CI/CD, infrastructure) - valuable for IT/Logistics bridge role **❌ Missing Required:** SAP LES expertise, Formal Project Management experience using Classic methodologies, Formal Agile/Scrum Project Management experience, Product Owner experience, Financial project management (budget oversight)

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: gpt-5] Strong automation, SQL, and finance/supply chain background, but lacks core Microsoft Dynamics 365 F&O stack (X++, C#, .NET, Power Platform) required for immediate productivity. **⚠️ Critical Gaps:** - Dynamics 365 F&O hands-on experience - X++ - Power Platform (Power Apps, Power Automate) - .NET/C# **✅ Strengths:** - SQL and data automation - Finance/Supply Chain domain expertise - Building complex, production-grade systems **❌ Missing Required:** Dynamics 365 ERP (Finance & Operations) experience, X++, C#/.NET, Power Platform, JavaScript for D365 customizations, MSSQL

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong engineering and finance background with fluent English and complex systems experience; lacks explicit PMI/Scrum/SAFe and proven global project/team work, which are stated requirements. **✅ Strengths:** - Inglês fluente - Experiência em sistemas complexos e automação - Background financeiro/fintech **❌ Missing Required:** PMI, Scrum, SAFe, Projetos Internacionais, Equipes Globais

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong automation and systems experience, but lacks specialized server hardware validation, memory/storage qualification, and Azure DevOps expertise; fast learner could ramp with guidance. **⚠️ Critical Gaps:** - Server hardware validation - Memory & storage qualification - Firmware/BIOS/BMC debugging **✅ Strengths:** - Python automation - Systems architecture & integration - Cloud/DevOps fundamentals (Docker/Terraform/CI/CD) **❌ Missing Required:** Server hardware validation, Memory & storage qualification, Azure DevOps

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: claude-sonnet-4.5] Strong foundational fit with demonstrated systems thinking, automation expertise, and cloud fundamentals. Candidate shows 'builder' mentality with proven track record of architecting production systems. However, significant gaps in Azure-specific experience (role requires expert-level Azure), Kubernetes/AKS, and enterprise observability tooling. The 10+ years of technical experience combined with self-directed learning capability suggests strong potential, but lacks the 7+ years in dedicated infrastructure/SRE roles and deep Azure expertise that's critical for this senior position. **⚠️ Critical Gaps:** - No demonstrated Azure cloud experience (AWS basics mentioned, but Azure is PRIMARY requirement) - No Kubernetes/container orchestration experience beyond Docker - Missing 7+ years in dedicated infrastructure/DevOps/SRE roles (background is mixed: e-commerce ops, trading, supply chain) **✅ Strengths:** - Strong systems architecture mindset with proven ability to build production-grade automated systems from scratch - Python automation expertise and shell scripting align with scripting requirements - Terraform, Docker, and CI/CD pipeline experience provide foundational IaC knowledge **❌ Missing Required:** Expert-level Azure experience, Kubernetes/AKS hands-on experience, Observability tooling (Datadog, Prometheus, Grafana), Azure DevOps or modern CI/CD platforms, Enterprise-scale networking (load balancing, HA practices), 7+ years infrastructure/SRE/platform engineering experience

[ANALYSIS_REPORT] **POOR_FIT** [Copilot: claude-sonnet-4.5] Candidate is a strong systems architect with excellent automation and infrastructure skills, but lacks the core required technologies for this Full Stack Developer role. Missing 6+ years of Java experience (has Python instead), no Angular front-end experience, and limited AWS depth. This is a domain mismatch - candidate is infrastructure/backend-focused, not a full-stack web developer. **⚠️ Critical Gaps:** - Java - Required 6+ years, candidate has Python background - Angular - Required for front-end, candidate has no modern JS framework experience - Full Stack Web Development - Role requires web application development, candidate focused on infrastructure/automation **✅ Strengths:** - Strong AWS fundamentals and cloud infrastructure understanding - Proven systems architect with automation expertise - Fast learner with demonstrated ability to master complex technologies independently **❌ Missing Required:** Java (6+ years), Angular front-end experience, Full stack web application development

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: claude-sonnet-4.5] Candidate has strong engineering fundamentals, automation expertise, and e-commerce operational experience, but lacks the core technical stack required for Shopify development. While the candidate built an automated e-commerce system, there is zero demonstrated experience with Shopify platform, Liquid templating, front-end web development (HTML/CSS/JavaScript), or theme customization. The role requires immediate hands-on Shopify development capabilities, not system architecture or backend automation. **⚠️ Critical Gaps:** - Zero demonstrated Shopify platform experience (BLOCKING) - No front-end web development portfolio (HTML/CSS/JS) (BLOCKING) - No Liquid templating language experience (BLOCKING) - No web theme/design implementation experience (BLOCKING) **✅ Strengths:** - E-commerce operations experience: Built and ran automated e-commerce business with 95%+ inventory accuracy - Systems integration: Proven ability to integrate APIs and build end-to-end automated systems - English fluency: Bilingual (Portuguese native), meets communication requirement **❌ Missing Required:** Shopify practical experience (themes, customizations, platform structure), Solid Liquid knowledge, HTML/CSS/JavaScript mastery, Shopify APIs and integrations familiarity, Front-end performance and responsive design best practices

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: claude-sonnet-4.5] Candidate has strong systems architecture, automation, and Python experience but lacks the core Java/Angular tech stack required for this role. The position requires solid Java 8+ development, Angular front-end, Wildfly/REST/SOAP, and SQL Server experience - none of which appear in the resume. While the candidate demonstrates fast-learning capability and systems thinking from e-commerce automation and trading bots, this is a senior Java developer position requiring production enterprise Java experience, not a transition role. **⚠️ Critical Gaps:** - Zero Java development experience - BLOCKING for Java Developer role - No Angular or modern JavaScript framework experience - BLOCKING for full-stack expectations - No enterprise application server experience (Wildfly) - BLOCKING - No JUnit/Mockito testing experience - BLOCKING for production code **✅ Strengths:** - Strong systems architecture and automation mindset - valuable for optimizing existing systems - Proven ability to build production systems end-to-end (e-commerce automation) - Financial domain knowledge (trading, risk management) aligns with banking/financial sector clients **❌ Missing Required:** Solid Java 8+ development experience, Angular front-end development, Wildfly application server, REST/SOAP web services in Java, SQL Server database modeling and optimization, JUnit and Mockito automated testing, On-call availability experience (sobreaviso), Git in Agile teams (has basic Git but not in Java context)

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: claude-sonnet-4.5] Candidate is a strong technical architect with excellent automation and systems integration experience, but lacks the specific enterprise business analysis domain expertise required. The role demands a Business Analyst/BRM professional with deep SAP and Microsoft Dynamics knowledge focused on Sales/After-Sales processes. While the candidate demonstrates impressive engineering capabilities and some business domain experience (Supply Chain, Finance), they have no documented experience with SAP SD/VMS, Microsoft Dynamics CRM, or formal Business Relationship Management. The gap is primarily domain/tooling rather than capability - candidate could potentially transition given their Supply Chain background and system integration skills, but would need substantial ramp-up on enterprise BA practices and specific ERP systems. **⚠️ Critical Gaps:** - No documented Business Analyst or BRM experience - No SAP functional knowledge (SD/VMS modules) - No Microsoft Dynamics CRM experience - No formal experience supporting Sales/After-Sales business areas **✅ Strengths:** - Excellent technical bridge-builder: Proven track record translating business needs into technical solutions (Finance → Trading Software, Supply Chain → ERP improvements, Business → Automated JIT systems) - Strong analytical and process optimization background: Supply Chain Analytics MicroMasters (MIT), ERP data flow optimization, inventory management systems design - Fluent English + Native Portuguese: Meets language requirement for São Paulo corporate environment **❌ Missing Required:** Business Relationship Management (BRM) experience, SAP SD module knowledge (key-user level), SAP VMS module knowledge, Microsoft Dynamics Sales/CRM functional knowledge, Previous experience with Sales and After-Sales systems

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: claude-sonnet-4.5] Candidate has strong systems architecture and automation experience but lacks the core frontend/backend stack required (React, Node.js, NestJS). Python expertise doesn't translate to JavaScript/TypeScript ecosystem. However, demonstrates fast learner profile with proven ability to build complex production systems independently. **⚠️ Critical Gaps:** - Zero demonstrated JavaScript/TypeScript experience - fundamental requirement - No React or modern frontend framework experience - No Node.js/NestJS backend development experience - Missing hands-on web application development background **✅ Strengths:** - Proven architect with production system delivery (JIT inventory system achieving >95% stock rates) - Strong automation engineering mindset - self-built complex integrated systems from scratch - Solid infrastructure foundation (Docker, Terraform, CI/CD pipelines, local AI clusters) **❌ Missing Required:** React, JavaScript, Node.js, NestJS, GIT (used, but not explicitly mentioned in resume)

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: claude-sonnet-4.5] Strong systems architecture and automation background with relevant Python experience, but lacks the core full-stack web development experience (TypeScript/React) and distributed systems technologies (Kafka, K8s, gRPC) that are central to this Data Integrations role. The candidate demonstrates excellent problem-solving abilities and 'fast learner' potential through self-built complex systems (JIT inventory, trading bots, AI clusters), but would need to quickly ramp up on modern web frameworks and event-driven architectures. The supply chain and financial domain expertise could be valuable for understanding Carta's fund administration context. **✅ Strengths:** - Strong systems thinking and end-to-end architecture design (JIT inventory, trading systems) - Python automation and data processing expertise aligned with Carta's stack - Relevant domain knowledge in financial systems, supply chain, and data aggregation **❌ Missing Required:** 5+ years Software Engineer experience (candidate has ~3 years direct SWE + 7 years adjacent), Full stack experience with TypeScript, Backend language expertise (has Python, needs more depth), Production web application development

[ANALYSIS_REPORT] **POOR_FIT** [Copilot: claude-sonnet-4.5] Strong systems architect and automation engineer with Python expertise, but lacks the core Java/Spring ecosystem that is central to this Full Stack Developer role. Has relevant DevOps skills (Docker, CI/CD) and system design experience, but missing critical frontend frameworks and Java-specific technologies. Age/experience suggests fast learning capability, but the tech stack gap is substantial. **⚠️ Critical Gaps:** - Java ecosystem (Spring/Spring Boot) - Core requirement, candidate is Python-focused - Frontend frameworks (Angular/React/Vue) - Required, candidate has no modern frontend experience - Java application servers (JBoss/Wildfly) - Required, completely missing **✅ Strengths:** - Strong systems architecture and end-to-end solution design experience - Proven Docker and CI/CD pipeline knowledge (partial match on DevOps requirements) - Git version control and automated testing mindset demonstrated through production systems **❌ Missing Required:** Java 8+ with Spring/Spring Boot, JSP, JSF, Primefaces, JBoss/Wildfly, Frontend: Angular/React/Vue.js, TypeScript/JavaScript frameworks, OAuth2/JWT authentication, Microservices architecture with Kafka/RabbitMQ, Java testing frameworks (JUnit/Mockito), Kubernetes orchestration, Relational databases (PostgreSQL/MySQL), NoSQL (MongoDB/Redis)

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: claude-sonnet-4.5] Critical domain mismatch. This is a Frontend Developer role requiring React, Redux, JavaScript, and HTML expertise. The candidate is a Backend/Infrastructure Systems Architect with 10+ years in Supply Chain, Trading Systems, and AI Infrastructure. Zero demonstrated frontend development experience. Python automation and backend systems do not transfer to React/Redux frontend development. The candidate's entire career trajectory is in infrastructure, automation, and backend systems—completely different from UI/UX implementation. **⚠️ Critical Gaps:** - Zero frontend development experience - BLOCKING - No React or modern JavaScript framework experience - BLOCKING - No UI/UX implementation background - BLOCKING - Career focused entirely on backend/infrastructure/systems - BLOCKING **✅ Strengths:** - Fluent English (meets language requirement) - Strong systems thinking and architecture background - Demonstrated ability to learn new technologies independently **❌ Missing Required:** React (Required - Not Found), Redux (Required - Not Found), JavaScript (Required - Not Found), HTML (Required - Not Found), Advanced English for conversation (Has fluent English - MATCH)

[ANALYSIS_REPORT] **POOR_FIT** [Copilot: claude-sonnet-4.5] This is a generic talent pool posting with no specific role requirements disclosed. Origem Energia is an energy company focused on natural gas and Brazil's energy transition, but they haven't specified technical positions yet. The candidate has strong systems engineering and automation background but lacks domain expertise in energy sector, oil & gas operations, or energy infrastructure. Without knowing specific role requirements, there's significant domain mismatch risk. **⚠️ Critical Gaps:** - Zero experience in energy/utilities sector - this is a specialized domain - No background in oil & gas, natural gas, or power generation - Missing industrial/energy infrastructure expertise - No regulatory/compliance background in energy sector **✅ Strengths:** - Strong automation and systems engineering background - valuable for digital transformation initiatives - Supply chain expertise could translate to energy logistics/distribution - Native Portuguese speaker with bilingual English - perfect for Rio/Alagoas/Bahia locations **❌ Missing Required:** Unable to assess - job posting does not specify requirements, Only states requirements will be presented when positions open

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5] Strong systems/infra and self-hosted LLM experience; gaps in FinMLOps, RAG/vector/graph DBs, production ML observability and evaluation reduce staff-level readiness but fast-learning and architecture strengths suggest good potential. **✅ Strengths:** - AI infrastructure and self-hosted LLMs - Python automation with CI/CD - Production systems architecture focused on ROI/resilience **❌ Missing Required:** Domain-Driven Design (DDD), Event-driven architecture, Microservices, API design standards, Production ML/LLM deployments, Classifiers/Decision models, MLOps/FinMLOps, Model/data versioning, Experiment tracking (e.g., MLflow), Drift monitoring, Training/Inference pipelines, GenAI observability, RAG, Prompt engineering, Fine-tuning, LLM evaluation (quality/cost/latency), Vector databases (pgvector), Graph databases (Neo4J, Apache AGE, pgrouting), Model API integrations (OpenAI, Bedrock, Vertex AI), Automated testing/TDD, AI security & data governance

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong Python and automation/system design; lacks Databricks, Spark, SQL, and GCP data stack; fast learner mitigates ramp risk. **⚠️ Critical Gaps:** - Databricks - Apache Spark - Azure Data Factory (ADF) - GCP data products (e.g., BigQuery/Dataflow) **✅ Strengths:** - Python - Software engineering & systems integration - Automation/CI/CD **❌ Missing Required:** Databricks, Apache Spark, SQL, Azure Data Factory (ADF), GCP data products

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong infra/automation and CI/CD, but missing core stack (Java/Spring Boot, Angular) plus Azure Storage/PostgreSQL; fast-learner profile helps yet critical web-stack gaps remain. **⚠️ Critical Gaps:** - Java/Spring Boot - Angular **✅ Strengths:** - Docker - CI/CD pipelines - System architecture and automation (Python) **❌ Missing Required:** Java, Spring Boot, Angular, PostgreSQL, Azure Storage

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: gpt-5] Strong systems and AI/infra background, but the role strictly requires Java mastery which is missing; fast learner potential noted but core skill gap is blocking. **⚠️ Critical Gaps:** - Java **✅ Strengths:** - Systems Architecture - Docker/Containerization - CI/CD Pipelines **❌ Missing Required:** Java

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong systems/automation and Docker, but lacks direct .NET Core, Kubernetes, and explicit SQL experience; fast-learner potential moderates the gap. **⚠️ Critical Gaps:** - .NET Core - Kubernetes **✅ Strengths:** - Docker - CI/CD & automation - Systems architecture/design **❌ Missing Required:** .NET Core, Kubernetes, Relational Databases (SQL)

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: gpt-5] Strong systems/infra background and fast learner, but lacks core C#/.NET and event‑sourcing/DDD/TDD microservices experience required; AWS knowledge is basic and SQL/NoSQL not explicit. **⚠️ Critical Gaps:** - C# - .NET - Event Sourcing - Event-driven Microservices - DDD - TDD **✅ Strengths:** - Systems architecture and automation end-to-end - Cloud/infra tooling: Docker, Terraform, CI/CD - AWS fundamentals and privacy-focused deployments **❌ Missing Required:** C#, .NET, Event Sourcing, Event-driven Microservices, DDD, TDD, SOLID, SQL (Relational Databases), AWS Architecture (hands-on with core services)

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong infra/automation background (Docker, Terraform, Python, SSO) but lacks deep AWS/CDK and several service-specific operations required; fast learner with systems-building track record. **⚠️ Critical Gaps:** - AWS CDK - Deep AWS IAM/account provisioning and org management - Cloud security/compliance operations (WAF, ACM, ECR vulnerabilities) - AWS DevOps Guru and SES monitoring - Advising on AWS managed services (EventBridge, Glue, Bedrock) **✅ Strengths:** - Docker - Terraform (IaC) - Python automation **❌ Missing Required:** AWS CDK, Strong AWS ecosystem experience (IAM, account provisioning), AWS cost optimization (Savings Plans, billing alerts), WAF configuration, ACM certificate renewals, ECR vulnerability management, AWS DevOps Guru insights analysis, AWS SES reputation monitoring, EventBridge familiarity, AWS Glue, AWS Bedrock, CI/CD pipeline operations with secret management depth, GCP task support, Azure AD / SSO configuration

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5] Candidate exceeds core junior requirements (Python, SQL, CI/CD, automation) with strong systems experience; lacks explicit web frameworks and unit testing practice but is a fast learner. **✅ Strengths:** - Python automation and data work (Pandas/NumPy) - CI/CD and infra fundamentals (Docker/Terraform/AWS basics) - Systems architecture and problem-solving at production scale

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong domain, infrastructure, and fluent English, but lacks core .NET/C#/SQL Server stack; fast-learner profile moderates penalty. **⚠️ Critical Gaps:** - .NET Framework - C# **✅ Strengths:** - English (Fluent) - Financial/quant systems experience - Systems integration & automation **❌ Missing Required:** .NET Framework, C#, SQL Server

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong Python, cloud/infrastructure and automation; missing mainstream backend framework experience plus ETL/scraping and specific DB/cache tooling lowers fit, but fast-learner potential is high. **⚠️ Critical Gaps:** - Django/Flask/FastAPI production experience - ETL processes (hands-on) - Web Scraping at scale **✅ Strengths:** - Python automation & systems design - Docker and DevOps basics - Advanced English communication **❌ Missing Required:** Django/Flask/FastAPI, ETL processes, Web Scraping, PostgreSQL (advanced), AWS S3, AWS EKS

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong architecture, Docker and CI/CD experience, but lacks the core .NET/C#/Angular/React Native stack and mobile expertise; fast learner mitigates slightly. **⚠️ Critical Gaps:** - C# - .NET Core - Angular - React Native **✅ Strengths:** - Solution Architecture - Docker/Containerization - CI/CD Pipelines **❌ Missing Required:** C#, .NET Core, Angular, React Native

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong systems/automation and data experience with transferable backend skills; main gap is explicit Go and formal testing practices. **⚠️ Critical Gaps:** - Go (Golang) **✅ Strengths:** - Systems architecture & automation (Python, CI/CD) - Docker/Terraform and infrastructure mindset - Data/analytics experience applicable to a data product **❌ Missing Required:** Go (Golang), Unit testing (Go), End-to-end testing, SOLID principles/design patterns

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong infra/automation and SQL, but missing core TypeScript/Node/NestJS/React stack and Prisma; fast learner potential mitigates slightly. **⚠️ Critical Gaps:** - TypeScript - Node.js - NestJS - React **✅ Strengths:** - Docker - CI/CD pipelines - SQL **❌ Missing Required:** TypeScript, Node.js, NestJS, React, Prisma ORM

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong DevOps/automation and Terraform experience with AI infrastructure, but lacks Azure full-stack, observability (Grafana), and SSDLC expertise crucial for this short-term Azure-focused role. **⚠️ Critical Gaps:** - Microsoft Azure (full-stack) - SSDLC **✅ Strengths:** - Terraform (IaC) - Docker & automation - Hands-on AI infrastructure deployment **❌ Missing Required:** Microsoft Azure (full-stack), Grafana, Observability/Monitoring

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong Python and end-to-end systems experience with finance exposure; missing core Microsoft stack skills (MS SQL Server, SSRS, Visual Studio) required for this role. **⚠️ Critical Gaps:** - SQL Server Reporting Services (SSRS) - MS Visual Studio/.NET ecosystem **✅ Strengths:** - Python automation - Building production-grade systems - Financial domain exposure **❌ Missing Required:** MS SQL Server, SQL Server Reporting Services (SSRS), MS Visual Studio

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5] Strong systems/automation background and CI/CD/Docker, but lacks core Node.js/TypeScript/React leadership stack required; fast learner potential mitigates slightly. **⚠️ Critical Gaps:** - Node.js - TypeScript - React **✅ Strengths:** - Systems architecture and automation - CI/CD and Docker expertise - Design and operation of data/inventory pipelines **❌ Missing Required:** Node.js, TypeScript, React, Express, Next.js, ORMs, Jest, JWT, Microsoft SSO, Google OAuth, React Context API, React Hooks, MVC architecture, Node Streams

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: gpt-5] Strong systems/automation, Docker/Terraform/CI/CD, and AWS basics, but missing MUST-haves (Java, Golang) and Kubernetes; fast learner yet core tech gap blocks immediate fit. **⚠️ Critical Gaps:** - Java - Golang - Kubernetes **✅ Strengths:** - Docker/Containerization - Terraform/IaC - CI/CD Automation **❌ Missing Required:** Java, Golang, Kubernetes, Microservices, Event-Driven Architecture, API Design, NoSQL databases, AWS Lambda, AWS S3, AWS DynamoDB, AWS MSK (Kafka), AWS CDK

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: claude-sonnet-4.5] Strong technical foundation with systems architecture, automation, and Python expertise. The candidate demonstrates 'builder' mentality with proven ability to design end-to-end systems (JIT inventory, trading bots, AI infrastructure). Financial/supply chain domain knowledge aligns well with Carta's Fund Administration ERP context. However, this is a general 'open role' posting without specific technical requirements, making precise skill matching challenging. The candidate's infrastructure automation, data pipeline work, and cross-functional bridge experience positions them well for Engineering, Product Operations, or Technical Program Management roles at Carta. **✅ Strengths:** - Systems Architecture: Proven ability to design and deploy production-grade automated systems from concept to execution - Domain Expertise Bridge: Unique combination of Supply Chain/Finance background with strong technical implementation skills - ideal for Private Markets ERP context - Automation & Infrastructure: Hands-on experience with Docker, CI/CD, Python automation, and self-hosted infrastructure demonstrating DevOps mindset

[ANALYSIS_REPORT] **POOR_FIT** [Copilot: claude-sonnet-4.5] The candidate demonstrates strong systems thinking, automation expertise, and Python proficiency, but lacks the core full-stack web development experience required for this Senior Full Stack role. The position requires 7+ years of full-stack experience with 4+ years specifically in JavaScript, PHP, and Linux web development. The candidate's background is primarily in infrastructure automation, AI systems, and algorithmic trading rather than commercial web application development. This is a fundamental domain mismatch - the candidate is an infrastructure/systems architect, not a web application developer. **⚠️ Critical Gaps:** - 7+ years full-stack web development experience - Candidate has infrastructure/automation background, not web development - 4+ years JavaScript/PHP/Linux web stack - Candidate has Python/automation focus, minimal web framework experience - Commercial-grade web application delivery - Candidate built e-commerce automation backend, not customer-facing web applications - Senior developer mentorship in web technologies - No evidence of leading web development teams **✅ Strengths:** - Strong systems architecture and automation design - demonstrates ability to build complex, self-sustaining production systems - Python expertise and scripting automation - transferable to backend logic, though not PHP - Proven track record of building production-grade systems from scratch with focus on ROI and operational efficiency **❌ Missing Required:** JavaScript frontend development (4+ years required), PHP backend development (4+ years required), React.js or Vue.js framework experience, Legacy web application maintenance experience, Web-based n-tiered software architecture, nginx web server configuration, MySQL performance tuning for web apps, Pull request reviews for web codebases, Agile SDLC for web product teams

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: claude-sonnet-4.5] Solid infrastructure fundamentals with Docker, Terraform, Python automation, and CI/CD experience. However, lacks Azure-specific experience (primary requirement) and Windows administration. Strong systems thinking and automation mindset compensate partially. Age (33) and demonstrated ability to build complex production systems (JIT inventory, AI clusters) show fast-learner potential. Missing critical Azure hands-on experience is the main gap. **⚠️ Critical Gaps:** - Zero Azure Cloud experience (job's primary platform - BLOCKING for immediate hire) **✅ Strengths:** - Strong Infrastructure as Code foundation (Terraform, Docker) - directly transferable to Azure - Proven CI/CD and automation expertise with production systems at scale - Excellent systems thinking and integration skills (e-commerce automation, supply chain modeling) **❌ Missing Required:** Azure Cloud IaaS/PaaS experience, Bicep or ARM Templates, PowerShell scripting, Windows administration, Data background (enterprise data governance)

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: claude-sonnet-4.5] This is a severe domain mismatch. The candidate is a Solutions Architect/Systems Engineer with expertise in Python automation, AI infrastructure, supply chain systems, and algorithmic trading. The role requires 5+ years of dedicated Salesforce platform development (Apex, Visualforce, Lightning, SOQL). The candidate has zero demonstrated Salesforce experience, certifications, or CRM platform development background. While both roles involve CI/CD and problem-solving, Salesforce is a highly specialized ecosystem requiring platform-specific expertise that cannot be quickly acquired. **⚠️ Critical Gaps:** - Zero Salesforce platform development experience - BLOCKING - No CRM or customer-facing application development - BLOCKING - Minimum 5 years Salesforce experience required vs. 0 years demonstrated - BLOCKING - No knowledge of Salesforce proprietary languages (Apex/SOQL/Visualforce) - BLOCKING - Completely different tech stack (Python/Infrastructure vs. Salesforce/CRM) - BLOCKING **✅ Strengths:** - Strong general software engineering and systems architecture background - Proven ability to build production-grade automated systems from scratch - Excellent problem-solving skills demonstrated through diverse technical projects **❌ Missing Required:** 5+ years Salesforce development experience, Salesforce Primary Clouds expertise (Sales/Service/Community), Apex programming proficiency, Salesforce UI development (Lightning/Visualforce), Salesforce API integration experience, Copado or Salesforce-specific CI/CD tools, Test-Driven Development in Salesforce context, Production Salesforce environment management

[ANALYSIS_REPORT] **POOR_FIT** [Copilot: claude-sonnet-4.5] Candidate has strong technical foundation, Supply Chain expertise, and demonstrated system implementation experience. However, this is a domain-specific ERP consulting role requiring Brazilian accounting/tax expertise (SPED, ECD, ECF, ICMS, etc.) which is completely absent from the resume. The role requires training clients on Brazilian ERP modules - Accounting or Fiscal - not infrastructure engineering. **⚠️ Critical Gaps:** - Brazilian Accounting/Tax Domain Knowledge - BLOCKING: This is a specialized consulting role requiring deep knowledge of Brazilian accounting (ECD, ECF, Plano de Contas) or tax systems (SPED, ICMS, PIS/COFINS). Candidate has Finance background but no evidence of Brazilian regulatory/compliance expertise. - ERP Consulting Experience - BLOCKING: Role requires training clients, conducting workshops, preparing documentation for business users. Candidate's experience is in building automation systems and trading bots, not in consulting or training end-users on enterprise software. **✅ Strengths:** - Supply Chain Management expertise (MITx MicroMasters, 5+ years in purchasing/planning roles) - relevant for Commercial/Procurement modules - Strong technical automation background - could accelerate ERP system learning - Experience bridging business and technical domains (Financial Analyst to Software Consultant roles) **❌ Missing Required:** Residence in Greater São Paulo (location requirement), Brazilian Accounting Knowledge (Plano de Contas, Lançamentos Contábeis, ECD, ECF, etc.) OR Brazilian Tax Knowledge (ICMS, SPED Fiscal, NCM, CFOP, etc.), ERP system training delivery experience, Client-facing consulting and documentation skills

[ANALYSIS_REPORT] **POOR_FIT** [Copilot: claude-sonnet-4.5] The candidate demonstrates strong systems architecture thinking and automation expertise, but lacks the core technology stack required for this Full Stack role. This position requires 5+ years of React/TypeScript/.NET Core development experience, while the candidate's background is primarily in Python-based automation, supply chain systems, and AI infrastructure. The role is fundamentally a frontend-focused web application developer position, whereas the candidate's expertise lies in backend systems integration and infrastructure design. **⚠️ Critical Gaps:** - No professional React.js/TypeScript frontend development experience (BLOCKING for 5+ years requirement) - No .NET Core/C# backend development experience (BLOCKING - core technology requirement) - No experience with Microsoft Azure Cloud ecosystem (Required for Azure DevOps, deployments) - No micro-frontends architecture experience (Explicitly required) - No Entity Framework or ORM experience with .NET stack **✅ Strengths:** - Systems architecture and infrastructure design thinking - valuable for understanding full-stack architecture - Strong automation background demonstrates ability to build self-sustaining systems - Python development and algorithmic thinking shows programming aptitude that could transfer to other languages **❌ Missing Required:** 5+ years full stack web application development (candidate has automation/systems experience, not web apps), Advanced React.js proficiency, TypeScript expertise, Next.js framework experience, .NET Core and C# development, Micro-frontends architecture design, Entity Framework knowledge, Azure DevOps CI/CD, GraphQL integration, SQL Server database experience, OAuth2/JWT implementation experience, DevSecOps in Azure environments

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: claude-sonnet-4.5] The candidate demonstrates strong technical problem-solving, systems architecture, and Python automation skills with proven ability to build production systems. However, this role requires C# backend development as a PRIMARY hard skill with production support experience. The candidate has no C# experience and comes from a Python/automation/infrastructure background rather than application development support. While the systems thinking and troubleshooting mindset align well, the complete absence of the required tech stack (C#, backend web application support) creates a significant reskilling gap for a Mid-level role. **⚠️ Critical Gaps:** - Zero C# experience (PRIMARY requirement for Mid-level role) - No backend web application development background - No production support/on-call experience mentioned - Stack mismatch: Python/Infrastructure vs C#/.NET Web Apps **✅ Strengths:** - Fluent English (MATCHES required communication skills) - Proven problem-solver with production systems experience - Strong technical investigation/troubleshooting mindset (aligns with 'curious mind' requirement) **❌ Missing Required:** C# hands-on development and troubleshooting, Production support experience with web applications, Backend development track record

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: claude-sonnet-4.5] Strong foundational match with systems architecture, Python automation, and AI/LLM deployment experience. Candidate demonstrates proven ability to build production-grade systems end-to-end and has self-hosted LLM experience. However, lacks professional frontend framework experience (React/Vue), limited Node.js backend exposure, and no demonstrated track record in a traditional software engineering team environment. The 10+ years experience is primarily in non-software roles (supply chain, finance) rather than the required 5-10 years of professional software engineering. Strong 'fast learner' potential given complex system builds and self-directed AI infrastructure work. **✅ Strengths:** - Self-hosted LLM experience with hands-on AI infrastructure deployment - Proven track record building automated production systems from scratch (JIT inventory) - Strong Python automation and systems integration background **❌ Missing Required:** 5-10 years professional software engineering experience (has <3 years focused software eng), Proficiency in frontend frameworks (React, Vue), Backend Node.js experience, Production web application deployment experience

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-4.1] The candidate demonstrates strong systems architecture, automation, and analytics experience, with deep expertise in Python, SQL, and process optimization. However, there is no direct experience with marketing operations, CRM platforms (HubSpot, Salesforce, Zoho), or marketing analytics tools like Power BI. The candidate's fast-learning ability and technical breadth suggest a high potential to bridge these gaps quickly, but the lack of direct marketing tech stack exposure is a notable shortfall for a senior Marketing Operations Lead role. **⚠️ Critical Gaps:** - Hands-on experience with CRM platforms - Direct experience in Marketing Operations or RevOps **✅ Strengths:** - Automation and systems integration - Data analytics and reporting (Python, SQL) - Building scalable, resilient infrastructure **❌ Missing Required:** CRM systems (HubSpot, Salesforce, Zoho), Power BI, 5+ years in Marketing Operations/RevOps

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-4.1] O candidato demonstra domínio avançado em Python, automação, integração de sistemas, infraestrutura como código (Terraform), Docker, CI/CD e experiência relevante em arquitetura e troubleshooting. Possui experiência prática com AWS, mas não detalha uso avançado de serviços específicos (Lambda, S3, DynamoDB, SNS/SQS, API Gateway) nem orquestração de contêineres (ECS/EKS) ou arquitetura serverless. As lacunas são específicas, mas o perfil é de rápido aprendizado e adaptação, com histórico comprovado de entrega de sistemas complexos. **✅ Strengths:** - Domínio de Python e automação - Experiência em arquitetura e integração de sistemas - Capacidade comprovada de aprender e implementar novas tecnologias rapidamente **❌ Missing Required:** Vivência comprovada com AWS Lambda, API Gateway, DynamoDB, SNS/SQS, Experiência com orquestração de contêineres (ECS/EKS), Experiência explícita com arquitetura serverless