{"token":"senior-cloud-devops-engineer-45b812b2db49","role":"Senior Cloud\/DevOps Engineer","jd_token":"","created":1789763633,"results":[{"candidate_name":"Vuyisile Ntsikelelo Mafu","match_pct":88,"ai_passed":true,"missing_signals":["No explicit mention of GCP experience (AWS and Azure only)","No CKA or equivalent Kubernetes certification listed","Limited evidence of Go or Java programming (Python and Bash only)","No mention of service mesh details (Istio mentioned in summary but not substantiated in work history)","No explicit full-stack development or front-end experience"],"notes":"Strong candidate who clearly exceeds the 5+ year requirement with 7+ years of direct cloud engineering experience. Demonstrates hands-on production expertise across AWS (primary) and Azure, with extensive Kubernetes (EKS), Terraform IaC, and CI\/CD pipeline work (GitHub Actions, ArgoCD, GitLab). Has proven observability skills (CloudWatch, Prometheus, Grafana, Datadog) and strong Python scripting. Current role shows senior-level architectural responsibility and mentoring. AWS DevOps Engineer Professional certification validates expertise. Primary gaps are lack of GCP, CKA certification, and limited Go\/Java exposure—but these are not disqualifying given the candidate's demonstrated strength across all core must-haves and most nice-to-haves.","title_on_client_page":"AWS, Microsoft Azure, Kubernetes (EKS), Terraform, GitHub Actions, ArgoCD, Python, Bash","summary":"Docker, Amazon ECS, CloudFormation, Infrastructure as Code, CI\/CD Pipelines, Prometheus, Grafana, Datadog, Cloud Security (IAM, GuardDuty, Security Hub), AWS Migration Services, Blue-Green & Canary Deployments, Linux & Windows Server Administration","input_tokens":8415,"output_tokens":437,"filename":"Vuyisile Mafu.pdf","hash":"1359bbd8a899b43f6b172c6e5fbeb8d2f395b6c4e15419f5ccf73ed53c50529a","error":false},{"candidate_name":"THOBEKANI LYNNOL NCUBE","match_pct":92,"ai_passed":true,"missing_signals":["No explicit mention of experience with GitHub Actions or GitLab CI (Jenkins covered but job seeks multiple CI\/CD platforms)","No mention of GCP or Azure hands-on production experience (AWS focus only)","No explicit full-stack development or front-end experience mentioned","No mention of data pipelines, event-driven architectures, or streaming technologies"],"notes":"Excellent match. Candidate has 10+ years cloud\/DevOps\/SRE experience, deep AWS expertise (5+ years, multiple pro certifications), strong Kubernetes and Terraform skills with production hardening track record, CI\/CD pipeline design (Jenkins\/EKS\/ECS), Python automation, observability (Prometheus\/Grafana\/CloudWatch\/Datadog), incident management, SLO definition, and mentoring experience. Recent role at Turfsport (Aug 2023–Jan 2026) demonstrates all core competencies. CKA certified and AWS DevOps Engineer Professional certified. Only gaps are secondary platforms (Azure\/GCP) and some nice-to-haves, but core must-haves are comprehensively covered.","title_on_client_page":"AWS (EC2, EKS, ECS, Lambda, Bedrock, CloudFormation), Kubernetes, Terraform, Jenkins, Python","summary":"Prometheus, Grafana, CloudWatch, Datadog, Docker, CI\/CD Pipelines, Infrastructure as Code, SLO\/SLI Definition, Incident Management, AWS Config, CloudTrail, VPC, IAM, Security Groups, ITIL, CCIE Routing & Switching","input_tokens":9294,"output_tokens":438,"filename":"Thobekani Lynnol Ncube.pdf","hash":"52c95566b3f2434c0e9e94cc876baa628a205405d9579642b4b4a089ad66c6f3","error":false},{"candidate_name":"Teboho Vincent Mokoena","match_pct":78,"ai_passed":true,"missing_signals":["No explicit Terraform or IaC experience mentioned (has ArgoCD\/GitOps but not Terraform specifically)","Limited evidence of observability\/monitoring tools (Prometheus mentioned in table but not emphasized in role descriptions)","No mention of GCP experience (only AWS and Azure)","No evidence of SRE practices, SLOs\/SLIs, or formal reliability engineering background","Limited evidence of large-scale cloud migration\/modernisation project leadership","No Kubernetes certifications (CKA) mentioned"],"notes":"Strong match on core requirements: 5+ years cloud\/DevOps experience (2019–present), deep production Kubernetes & Azure AKS expertise, hands-on AWS experience with 4 certifications, CI\/CD pipeline expertise (Jenkins, GitHub Actions, ArgoCD), strong Java\/programming background, and proven cloud architecture\/consulting skills. Recent leadership role in technical operations strengthens candidacy. Main gaps are lack of explicit Terraform mention and limited observability tool depth, but IaC experience is demonstrated via ArgoCD\/GitOps. Candidate's migration experience (on-prem to AKS) and customer-facing architecture work align well with role expectations.","title_on_client_page":"AWS, Microsoft Azure, Kubernetes, Docker, ArgoCD, CI\/CD, Java, Angular","summary":"Infrastructure as Code (GitOps\/ArgoCD), Terraform-adjacent (IaC tools), Jenkins, GitHub Actions, Prometheus, Cloud Networking (VPC, AKS, networking), Application Migrations (OpenShift to AKS), REST API Development, DevOps, Technical Operations, ITIL Incident\/Change Management","input_tokens":9393,"output_tokens":449,"filename":"TebohoVincentFrekkyMokoena.pdf","hash":"36d89752b3c4590ae76f90e6d14c4c31aa3d4095d6b8d931e10bff2cf1ae11c8","error":false},{"candidate_name":"RETHABILE (BRENDON) MAFATA","match_pct":78,"ai_passed":true,"missing_signals":["No explicit mention of Go or Java programming experience (Python mentioned in Accenture role)","Limited evidence of Kubernetes operator or service mesh hands-on experience","No mention of SRE certification or formal SLO\/SLI framework implementation","No data pipeline or event-driven architecture project examples","CKA or equivalent Kubernetes certification not mentioned"],"notes":"Strong match on core DevOps, cloud infrastructure, and IaC skills. Candidate has 5+ years relevant experience (iOCO, Altron, Accenture), with production hands-on AWS expertise including EC2, VPC, IAM, RDS, Lambda, and security services. Demonstrates Terraform, CI\/CD (GitLab, Jenkins, CodePipeline), monitoring (CloudWatch, Grafana, Prometheus), and incident management. Has relevant AWS certifications (Solutions Architect Associate\/Professional, Security Specialty). Kubernetes experience listed but appears more foundational. Some product management background adds valuable perspective on developer tooling and team enablement. Python scripting mentioned. Main gaps are formal Kubernetes depth\/certifications and explicit Go\/Java development skills, but these are not disqualifying given strong core match on hands-on infrastructure, automation, and observability fundamentals.","title_on_client_page":"Amazon Web Services (AWS), Kubernetes, Terraform, Docker, GitLab CI\/CD, Jenkins","summary":"Cloud Architecture (AWS, Azure, GCP), Infrastructure as Code, CI\/CD Pipelines, Prometheus, Grafana, CloudFormation, Linux (RHEL), Windows Server, IAM & Security, Disaster Recovery, Incident Management, FinOps","input_tokens":22402,"output_tokens":453,"filename":"Rethabile(Bredon) Mafata.pdf","hash":"9da84262545a739fb3111a1903a9ca973ec1bbcb57a4a85fdf1cff999c6f64f8","error":false},{"candidate_name":"Peter Fosseus","match_pct":92,"ai_passed":true,"missing_signals":["No explicit mention of SRE practices, SLOs\/SLIs definition","Limited evidence of multi-cloud production experience (heavy AWS focus, limited Azure\/GCP detail)","No mention of service mesh technologies (Istio, Linkerd) despite Kubernetes depth","No explicit data pipeline or event-driven architecture experience mentioned"],"notes":"Excellent match. Peter has 10+ years IT\/DevOps with 8+ years AWS production, strong Kubernetes (EKS) cluster management, extensive Terraform\/IaC (4+ years), CI\/CD pipeline design (CodePipeline, GitLab, GitHub Actions), and observability (Prometheus\/Grafana). He demonstrates hands-on incident response, cost optimisation, security, mentoring, and cross-team collaboration. Multiple AWS certifications (DevOps Professional, Solutions Architect, Security Specialty) add credibility. Only minor gaps around explicit SRE\/SLO frameworks and broader multi-cloud production depth.","title_on_client_page":"AWS (EC2, RDS, S3, ALB, NLB, CDN, NAT), Kubernetes (EKS), Terraform, Linux (Debian\/Ubuntu), Docker, Git (GitHub, GitLab, CodeCommit)","summary":"Infrastructure as Code, CI\/CD Pipelines (CodePipeline, GitHub Actions, GitLab Pipelines), Database Administration (PostgreSQL, MySQL, MongoDB, DocumentDb), Cloud Networking, Observability (Prometheus, Grafana, CloudWatch), Cost Optimisation, Security Architecture, RabbitMQ, Redis, Kafka, Jenkins","input_tokens":6622,"output_tokens":435,"filename":"Peter Fosseus CV - 2026-09-09.pdf","hash":"df47799c045682551478b0e873fb6073b5f8abbb2253a8ee074d0e17ad8ce343","error":false},{"candidate_name":"MUNYARADZI TAFIRENYIKA","match_pct":92,"ai_passed":true,"missing_signals":["No explicit mention of multi-cloud orchestration experience (Azure\/GCP production workloads less detailed than AWS)","No specific mention of service mesh operators or advanced Kubernetes networking beyond Istio","No explicit FinOps or cloud cost governance frameworks mentioned"],"notes":"Excellent match. Candidate exceeds the 5+ years requirement with 8+ years in DevOps\/Platform Engineering. Demonstrates strong production Kubernetes (EKS, on-prem), Terraform IaC, GitHub Actions\/ArgoCD CI\/CD, Prometheus\/Grafana observability, and security expertise. Holds multiple relevant certifications (AWS DevOps Professional, Solutions Architect Professional, CKA, CKAD). Current role at BMW involves building production-grade infrastructure, mentoring, and architectural decisions. Minor gaps: limited detail on Azure\/GCP production experience and FinOps, but core must-haves are comprehensively covered.","title_on_client_page":"AWS (EKS, EC2, S3, IAM, RDS, CloudWatch, Route53), Kubernetes (EKS, on-prem), Docker, Terraform, Helm, Istio","summary":"ArgoCD, GitHub Actions, GitLab CI\/CD, Jenkins, AWS CodePipeline, Prometheus, Grafana, Loki, Tempo, OpenTelemetry, ELK Stack, OPA, Trivy, Python, Go, Bash\/Shell, PostgreSQL, DynamoDB","input_tokens":5721,"output_tokens":415,"filename":"Munyaradzi_Tafirenyika_CV.pdf","hash":"1a71138387ffab853a9336504073716a1c24804e629dd0fbddfd51dedea07206","error":false},{"candidate_name":"Lungile Fesi","match_pct":62,"ai_passed":true,"missing_signals":["No evidence of 5+ years professional DevOps\/SRE\/Platform Engineering experience (only 3 years since Jan 2022)","No mention of Terraform or Infrastructure as Code tools","No evidence of Prometheus, Grafana, or Datadog experience","No GitHub Actions or advanced CI\/CD pipeline design mentioned","No cloud cost optimization or FinOps experience stated","No mention of service mesh (Istio only briefly touched), operators, or advanced K8s networking","No Python, Go, or Java development skills listed","No cloud security or IAM\/identity management experience mentioned","Missing senior-level mentoring or architectural leadership examples","No cloud migration or large-scale modernization project experience mentioned"],"notes":"Lungile has solid foundational DevOps skills with hands-on production experience across AWS\/Azure\/GCP, Kubernetes, Jenkins\/GitLab CI, and logging\/monitoring tools (ELK, Splunk, Graylog). However, they fall short of the senior level requirement: only ~3 years of professional DevOps experience vs. 5+ required. Critical gaps include no Terraform\/IaC, no Prometheus\/Grafana, limited scripting\/programming evidence, and no cloud cost optimization background. The candidate shows strong technical breadth in their current role and would likely grow into a senior position with continued experience, but currently sits at mid-level. Passing due to solid fundamentals and active production cloud work, but human review should assess seniority expectations carefully.","title_on_client_page":"AWS, Azure, GCP, Kubernetes, Jenkins, GitLab CI, Mulesoft, Docker","summary":"ELK Stack, Splunk, Graylog, Terraform, Ansible, Linux (Ubuntu\/CentOS), Nginx, Bash\/Python scripting, RabbitMQ, Jira\/Confluence, CI\/CD pipeline automation","input_tokens":31747,"output_tokens":514,"filename":"Lungile Fesi.pdf","hash":"342541028489d95976366ef8b25cc5b16b88d0887b1097a488e968de4663e97d","error":false},{"candidate_name":"Kerman Pillay","match_pct":92,"ai_passed":true,"missing_signals":["No explicit mention of Go or Java programming experience (has Python\/Bash)","No CKA certification (has CKNA which is associate-level, not administrator)","Limited evidence of SRE practices or formal SLO\/SLI definition experience","No explicit data pipeline or event-driven architecture experience mentioned"],"notes":"Excellent match for the role. Pillay has 5+ years of hands-on cloud engineering experience across AWS, Azure, and GCP with strong production Kubernetes management (20+ clusters), extensive Terraform\/IaC expertise, multi-platform CI\/CD pipeline design (Jenkins, Azure DevOps, GitHub Actions, GitLab CI), and proven observability skills (CloudWatch, Azure Monitor, Prometheus, Grafana, Datadog). Demonstrates cost optimization (30% reduction), security hardening, incident response (45% MTTR improvement), mentoring, and cloud migrations. Holds multiple relevant certifications including Google Cloud Architect and AWS Solutions Architect. Primary gaps are Go\/Java experience and CKA (has CKNA), but these are not disqualifying.","title_on_client_page":"Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), Kubernetes, Infrastructure as Code (Terraform, CloudFormation)","summary":"Docker, Helm Charts, CI\/CD (Jenkins, GitHub Actions, GitLab CI, ArgoCD), Terraform, CloudFormation, Azure Resource Manager, Python, Bash, PowerShell, Prometheus, Grafana, CloudWatch, Azure Monitor, Datadog, VPC, IAM, Load Balancers, Disaster Recovery, Cloud Security","input_tokens":15382,"output_tokens":438,"filename":"Kerman Pillay-CV 2026.pdf","hash":"b4de8ddc78ceb7bdb67fddc8b2ff0e76d0492e95a978bfe07e2960b187bbce9f","error":false},{"candidate_name":"EDWIN MOKAMI","match_pct":72,"ai_passed":true,"missing_signals":["Kubernetes production experience not explicitly mentioned","GitHub Actions \/ GitLab CI experience not listed","Go or Java scripting\/development depth unclear","Cloud networking & IAM architecture experience not detailed","Prometheus or Datadog experience not mentioned","Full-stack development background not evident","CKA or cloud certifications not completed (only in progress)"],"notes":"Edwin has 10+ years of hands-on experience exceeding the 5-year requirement, with demonstrated expertise in AWS, Azure, Terraform, CI\/CD pipelines, DevOps architecture, and observability (ELK, Grafana). Recent roles show strong leadership in pipeline optimization, security integration, and platform governance. However, explicit Kubernetes production experience is not clearly articulated in the CV, and key tools like GitHub Actions, GitLab CI, Prometheus, and scripting languages (Go, Java) lack specific evidence. Azure and AWS certifications are in progress. Despite gaps, his extensive DevOps leadership background, infrastructure automation expertise, and demonstrated ability to work across teams on complex cloud projects make him a credible candidate warranting human review.","title_on_client_page":"AWS, Microsoft Azure, Terraform, Azure DevOps, CI\/CD Pipelines","summary":"ELK Stack, Grafana, Docker, Containerization, Pipeline Optimization, DevSecOps, SonarQube, Checkmarx, Infrastructure as Code, Ansible, Python, Bash, Cloud Migration, Platform Engineering","input_tokens":17455,"output_tokens":405,"filename":"Edwin_Mokami_CV.pdf","hash":"2cae99ce691bbaed8f4a4d57f28f1ee24f22f3bca562e4ceaba26e3e319b1e9b","error":false},{"candidate_name":"Carl Du Preez","match_pct":52,"ai_passed":false,"missing_signals":["Kubernetes experience (critical must-have, not mentioned)","Multi-cloud platform production experience (only Azure shown; AWS\/GCP absent)","GitHub Actions or GitLab CI (only Azure DevOps, TeamCity, Octopus Deploy mentioned)","Go or Java development (Python & C# present, but no Go; Java only mentioned as debugging third-party software)","Cloud networking & security architecture depth (mentions Private Link, DNS, Fortigate but limited architectural scope)","SRE practices, SLOs\/SLIs definition (no mention)","Large-scale infrastructure modernisation projects (mentions are tactical, not strategic)","Senior-level scope (current titles are 'DevOps Engineer', not 'Senior' or 'Staff')"],"notes":"Carl has solid Azure\/DevOps fundamentals with 3.75 years as a DevOps Engineer (Dec 2021–Jun 2025 + Sept 2025–present), CI\/CD pipeline experience, and observability skills (Prometheus\/Grafana). However, he falls short of the senior role requirements: no Kubernetes experience (the role's cornerstone), no demonstrated multi-cloud production work, and no GitHub Actions\/GitLab CI exposure. His experience is narrowly Azure-focused and tactical rather than architectural. While he could grow into a mid-level role, he lacks the 5+ years and breadth needed for a senior cloud\/platform engineering position.","title_on_client_page":"Azure (VMs, App Services, Networking, Private Link, DNS), Azure DevOps (YAML Pipelines), Terraform, Docker","summary":"Prometheus, Grafana, Fortigate\/FortiWeb, PowerShell, Python, C#\/.NET (Framework & Core), SQL, Git, Bash, Windows\/Linux, Power BI, Octopus Deploy","input_tokens":5784,"output_tokens":492,"filename":"Carl du Preez.pdf","hash":"f37fd6e0fae8bc47778208225f1546074ae4b04bf842b2ac9464ee613ab516f7","error":false},{"candidate_name":"ANCELEY F. MAHARA","match_pct":92,"ai_passed":true,"missing_signals":["CKA certification (Kubernetes certification mentioned as nice-to-have but candidate does not hold it)","Explicit mention of service mesh experience beyond Istio in core competencies","Limited evidence of full-stack front-end development (back-end heavy)"],"notes":"Excellent match for Senior Cloud\/DevOps Engineer role. Candidate has 7.5+ years relevant experience, strong production Kubernetes expertise (AKS, EKS), deep Terraform\/IaC skills, extensive multi-cloud platform experience (Azure, AWS, GCP), proven CI\/CD pipeline design, excellent observability tooling knowledge (Grafana, Prometheus, Datadog, Azure Monitor), and demonstrated SRE\/reliability engineering practices (SLI\/SLO frameworks, incident response). Holds relevant certifications (AZ-104, AZ-900, AWS Developer Associate, Security+). Only minor gaps are lack of CKA and limited full-stack front-end mentioned; both are nice-to-haves. Recent complex project work (migration planning, RBAC governance, infrastructure automation) demonstrates senior-level capability.","title_on_client_page":"Microsoft Azure (AZ-104, AZ-900), AWS (EC2, ECS, Fargate, RDS, ElastiCache, S3, CloudWatch), GCP, Kubernetes (AKS, EKS), Terraform, Docker","summary":"Grafana, Prometheus, Datadog, Azure Monitor, GitHub Actions (OIDC), Azure DevOps, Jenkins, SLI\/SLO\/Error Budget Design, Incident Management, IaC (Bicep, ARM Templates), Helm, Service Mesh, Python, Bash, PowerShell, Zero Trust Architecture, Chaos Engineering","input_tokens":8822,"output_tokens":469,"filename":"Anceley_Mahara_CV.pdf","hash":"c652e019b8c44c486dad0e1dc0bc449986764d502d9efd61c826b866e3f688fc","error":false},{"candidate_name":"Moramang Khanye","match_pct":45,"ai_passed":false,"missing_signals":["No Kubernetes experience mentioned (cluster management, operators, service mesh, networking)","No multi-cloud platform experience (AWS, GCP); Azure-only focus","No CI\/CD pipeline design experience with GitHub Actions, GitLab CI, or Jenkins","No strong programming\/scripting language (Python, Go, Java) demonstrated","No cloud networking, security, or IAM architecture experience documented","No observability tools experience (Prometheus, Grafana, Datadog); only Azure Monitor mentioned","No cloud cost optimization experience","5+ years requirement unclear; most recent role is very recent (Dec 2024)","No evidence of SRE practices, SLOs\/SLIs definition or incident management at scale","Infrastructure as Code limited to Terraform mention with no depth shown"],"notes":"Strong Azure cloud administration and DevOps foundation with relevant certifications (Azure Solutions Architect, DevOps), but CV lacks critical technical depth required for senior-level role. Missing essential Kubernetes production experience, multi-cloud exposure, hands-on CI\/CD pipeline design, and strong programming skills. Focus is on Azure-specific tooling and backup\/storage legacy technologies rather than modern cloud-native infrastructure. Better suited for Azure Administrator or mid-level DevOps role than senior Cloud\/DevOps Engineer position.","title_on_client_page":"Microsoft Azure (VMs, App Services, Storage, Monitor, DevOps), Terraform, CI\/CD","summary":"Azure Solutions Architect, Azure Administration, Reliability Engineering, Azure Automation, Log Analytics Workspace & KQL, Application Insights, Infrastructure as Code, DevOps, Incident Management, Disaster Recovery","input_tokens":22148,"output_tokens":450,"filename":"2026_Moramang Raphael Khanye CV-1 (1).pdf","hash":"a723344c798e67ec232b6cd2c5e9f6f05f8934721042af0bec8336ede53466ca","error":false}],"skipped":[],"input_tokens":163185,"output_tokens":5395,"cost_usd":0.19016,"cost_zar":3.0920949685599997,"cost_zar_live":true,"batch":false}