{"token":"senior-google-cloud-engineer-83067e513a2e","role":"Senior Google Cloud Engineer","jd_token":"senior-google-cloud-engineer-7b7dfc31b3c7","created":1789721242,"results":[{"candidate_name":"Sanjay Parmar","match_pct":78,"ai_passed":true,"missing_signals":["No explicit GCP hands-on experience mentioned (role emphasizes 'Senior Google Cloud Engineer')","Limited evidence of multi-cloud migrations beyond AWS-to-Azure","No mention of hybrid connectivity, transit gateways, or advanced networking design","No clear evidence of database migration tools\/strategies (AWS DMS, SQL migrations)","No Python or scripting language proficiency mentioned","No discussion of Bicep, CDK, or FluxCD experience","Limited mention of Helm charts beyond listing in skills","No evidence of regulated industry experience (fintech, healthcare background implied but not explicit)","No mention of event streaming platforms (Kafka, RabbitMQ)"],"notes":"Strong candidate with 10+ years infrastructure engineering experience, deep Kubernetes expertise (CKA, CKAD certified), proven Terraform\/IaC proficiency, extensive CI\/CD implementation (Jenkins, GitHub Actions, ArgoCD), multi-cloud experience (AWS, Azure, GCP), and production migration delivery track record. Critical gap is lack of demonstrated GCP hands-on expertise despite role being 'Senior Google Cloud Engineer' – candidate is AWS\/Azure-focused. Excellent on must-haves (IaC, K8s, CI\/CD, containers, networking, migrations, security\/compliance including SOC2 Type II), meets most nice-to-haves including multi-cloud, observability (Prometheus\/Grafana), compliance frameworks, and fintech background. Pass to human recruiter who can explore GCP capability depth and assess whether AWS-primary background is acceptable.","input_tokens":9411,"output_tokens":420,"filename":"SanjayParmar-CloudDevOpsSRE.pdf","hash":"c3378a0e5ed9faebf059e29a33161462d27c740736c192e07010f9b3d93206a8","error":false},{"candidate_name":"Raj Gopal Pulla","match_pct":78,"ai_passed":true,"missing_signals":["Primary GCP experience not mentioned","Helm experience not explicitly stated","Ansible\/network automation experience not mentioned","Database migration tools\/strategies not mentioned","Bicep experience not listed"],"notes":"Strong match on core must-haves: 7 years hands-on infrastructure experience, deep Kubernetes expertise (EKS\/AKS), extensive Terraform\/IaC, proven CI\/CD with ArgoCD\/Tekton, Docker\/containers, cloud networking, multi-cloud (AWS\/Azure), security\/compliance frameworks, and excellent troubleshooting credentials. Clear gaps: no explicit GCP experience (role emphasizes Google Cloud), Helm not mentioned, and limited evidence of Ansible\/network automation. However, candidate demonstrates equivalent or superior capabilities across most critical areas (Crossplane, service mesh, advanced security governance). The GCP gap is notable but not disqualifying given the breadth of transferable multi-cloud expertise and the instruction to favor passing borderline candidates.","input_tokens":5686,"output_tokens":259,"filename":"Raj Gopal Pulla.pdf","hash":"c9703e75b4530dcd17c12cef942f46bcac7aa4073b9b9bcda70d9259ef5fc81c","error":false},{"candidate_name":"Jaspreet Singh Sidhu","match_pct":78,"ai_passed":true,"missing_signals":["GCP-specific hands-on depth unclear","CI\/CD pipeline design methodology not detailed","Kubernetes troubleshooting and pod management examples lacking","Database migration and DMS experience not mentioned","Python scripting depth unclear","Mentorship of junior engineers not explicitly stated"],"notes":"Strong match on infrastructure engineering leadership, multi-cloud (Azure\/AWS\/GCP), Terraform, Kubernetes, CI\/CD (Jenkins\/GitHub Actions), Docker, networking, disaster recovery, and security. 18 years experience with recent hands-on roles in banking\/aviation. Solid on IaC, automation (Bash\/PowerShell), monitoring, and compliance. Primary gaps: GCP expertise appears secondary to Azure focus, limited evidence of mentoring junior engineers, and Python scripting depth unclear. CV demonstrates enterprise production experience and cross-functional collaboration. AI-pass recommended given strong coverage of most must-haves and senior leadership background.","input_tokens":7445,"output_tokens":247,"filename":"Jaspreet_Singh_Sidhu_18YOE.pdf","hash":"918914b81b4cdf30a714efc3148c006177b6158c647baca82b67d4fd3711e62c","error":false},{"candidate_name":"Naresh Kumar Penkey","match_pct":72,"ai_passed":true,"missing_signals":["GCP\/Google Cloud experience","network automation tools (NETCONF, network device APIs)","event streaming platforms (Kafka, RabbitMQ)","explicit cost optimization\/FinOps work","database migration tools (AWS DMS)","observability\/monitoring implementation details","multi-cloud strategy\/migration experience","Python scripting emphasis","production incident response metrics"],"notes":"Strong match on must-haves: 11+ years relevant experience, deep Kubernetes expertise (EKS, self-managed clusters), excellent Terraform IaC skills, strong CI\/CD pipeline work (Jenkins, GitLab CI, GitHub Actions, AWS CodePipeline), Docker containerization, cloud networking (VPCs, IAM, security), proven migration experience to AWS, and demonstrated work in regulated\/high-stakes environments (Medtronic healthcare). Excellent documentation of large-scale infrastructure automation, compliance automation (95% compliance rate), and production reliability improvements (28% reliability gain, 40% cost reduction). Primary gaps are lack of GCP\/multi-cloud breadth and limited evidence of database migration tooling or advanced observability stack implementation, but these are nice-to-haves. Current Senior SRE role at Medtronic since 2022 shows sustained senior-level work.","input_tokens":19472,"output_tokens":326,"filename":"Naresh_SRE (1).pdf","hash":"0144ad0e24f535fdc1f57437bc73b3cd6437f7fe385f25c33e76ed32e876482f","error":false},{"candidate_name":"Kaushik Pramanick","match_pct":78,"ai_passed":true,"missing_signals":["Limited explicit mention of Bicep or CloudFormation (primarily Terraform-focused)","No clear evidence of hybrid cloud networking or transit gateway experience","Limited detail on Jenkins or ArgoCD\/FluxCD CI\/CD platforms","No specific database migration tool experience mentioned (AWS DMS, etc.)","No explicit multi-cloud migration leadership (GCP and AWS separately, not integrated)","Regulatory\/compliance background limited to aerospace (FinTech\/Healthcare\/managed services not mentioned)"],"notes":"Strong candidate with 6+ years infrastructure engineering across GCP and AWS, proven Kubernetes expertise (GKE migrations), deep Terraform\/IaC skills, GitLab CI\/CD, Docker\/containerization, and excellent cloud security\/compliance background. Currently at Senior level with GenAI automation and enterprise architecture experience. Missing some nice-to-haves like multi-cloud leadership, specific database migration tools, and alternative IaC\/CI-CD platforms, but core must-haves are solidly met. Recent career progression and production workload ownership with major enterprise clients (Aerospace, Retail) align well with delivery-focused role.","input_tokens":6078,"output_tokens":319,"filename":"Kaushik_Pramanick_Resume.pdf","hash":"20a417e9c9577a05a058ecc2fc9f008afe780cd1155d40bffa264ca11535fee2","error":false},{"candidate_name":"JAGADEESHWAR REDDY PAKALA","match_pct":72,"ai_passed":true,"missing_signals":["GCP-specific experience not mentioned","cloud networking design (hybrid connectivity, transit gateways) not demonstrated","cloud cost optimization\/FinOps experience absent","database migration experience not highlighted","regulated industry background unclear","security hardening and disaster recovery details minimal"],"notes":"Strong match on core DevOps fundamentals: 5+ years infrastructure experience, deep Kubernetes expertise (cluster management, deployments across EKS\/GKE\/AKS), strong IaC (Terraform\/Ansible), CI\/CD pipelines (ArgoCD, GitHub Actions, GitLab CI), containerization (Docker), Python\/scripting, and cross-cloud exposure (AWS, Azure, GCP mentioned). Recent MLOps focus demonstrates continued technical depth. Notable gaps: limited evidence of enterprise cloud migration leadership, networking architecture design, cost optimization initiatives, or security\/compliance-focused hardening work. However, demonstrates production infrastructure ownership, troubleshooting at scale (98% uptime achievement), and multi-cloud platform orchestration sufficient for senior-level consideration.","input_tokens":5600,"output_tokens":278,"filename":"Jagadeeshwar_Reddy_DevOps_MLOps_Engineer.pdf","hash":"2dd432a4b2b6682ac10d12db66bf8a15241ba6e90c196e47697bd18c9161281d","error":false},{"candidate_name":"Muthu Akhil","match_pct":62,"ai_passed":true,"missing_signals":["GCP\/Google Cloud experience (role is for Senior Google Cloud Engineer)","5+ years requirement (appears to have ~6 years total but only 1 year at current level)","Enterprise migration programme leadership experience","Cloud networking design (hybrid connectivity, transit gateways)","Multi-account governance and Landing Zone deployments","Cost optimization\/FinOps focus","Security hardening and compliance frameworks","Mentoring\/knowledge sharing emphasis","Technical documentation and architecture design skills not highlighted"],"notes":"Candidate has solid foundational DevOps skills with 6 years of hands-on experience covering many technical requirements: strong Kubernetes, Docker, Terraform, CI\/CD (Jenkins, GitLab), and scripting. However, critical gap is lack of any Google Cloud Platform experience despite this being a 'Senior Google Cloud Engineer' role—candidate is AWS\/Azure focused. Missing evidence of large-scale migration leadership, enterprise cloud strategy, networking architecture, and cost optimization. The mechanical engineering degree and current fast-paced delivery focus suggests capability to learn, but GCP expertise gap and lack of seniority-level architecture\/leadership experience are significant concerns for a 'senior' role. Pass to human recruiter to assess GCP transition readiness and seniority level fit.","input_tokens":4904,"output_tokens":321,"filename":"Muthu_Akhil_Resume.pdf","hash":"735a0c865b399008bb8c0d98c9d5eded8c711c3d42fe11e36d936b69a82e3736","error":false},{"candidate_name":"Tamilkumar Alagappan","match_pct":35,"ai_passed":false,"missing_signals":["specific cloud platforms (GCP\/AWS\/Azure) not mentioned","no evidence of Terraform\/CloudFormation\/IaC tools","no CI\/CD tools mentioned (Jenkins\/GitLab\/FluxCD\/ArgoCD)","no containerization or Docker experience detailed","no cloud migration projects documented","no production workload examples with metrics","no technical skills or certifications listed","no hands-on project descriptions"],"notes":"CV is a cover letter only with no detailed work history, technical skills inventory, or specific project examples. Candidate claims 15 years in cloud\/DevOps and mentions Kubernetes and IaC, but provides no concrete evidence of hands-on experience with required tools (Terraform, CI\/CD platforms, Docker, specific cloud providers). Cannot verify must-have requirements without actual work history section. Recommend rejection pending receipt of full CV with detailed employment history and technical accomplishments.","input_tokens":3001,"output_tokens":247,"filename":"tamilkumar_cv.pdf","hash":"daa1d427b73356171deda4a58c521430660c9d77eb440cfc02b34427b424bd08","error":false},{"candidate_name":"RAGHAVENDRA SAVANT","match_pct":78,"ai_passed":true,"missing_signals":["GCP hands-on production experience (only architectural familiarity mentioned)","event streaming platforms (Kafka, RabbitMQ) not mentioned","Python\/scripting depth for automation not clearly emphasized"],"notes":"Strong match on core must-haves: 8.4 years infrastructure experience, deep Kubernetes expertise (EKS, AKS, OpenShift), extensive IaC (Terraform, CloudFormation, Bicep, ARM), solid CI\/CD (Jenkins, GitLab, GitHub Actions, ArgoCD), Docker, networking, migrations, security compliance, and excellent communication. Exceeds requirements on multi-cloud (AWS\/Azure), observability (Datadog, Splunk, Prometheus), and SRE principles. Primary gaps are limited GCP hands-on experience and no mention of event streaming or advanced Python automation, but these are nice-to-haves. Current role at W3 Softech (Apr 2025-2026) appears to be a future date anomaly, but overall track record is strong.","input_tokens":8839,"output_tokens":276,"filename":"Raghavendra Savant.pdf","hash":"9c197e6c6534065cb26d15d980b508c82c8d189058ccc8dbeb5634790a34150b","error":false}],"skipped":[],"input_tokens":70436,"output_tokens":2693,"cost_usd":0.083901,"cost_zar":1.3642714553909998,"cost_zar_live":true,"batch":false}