{"token":"senior-cloud-devops-engineer-c4a57ecbbe28","role":"Senior Cloud\/DevOps Engineer","jd_token":"","created":1789763908,"results":[{"candidate_name":"Vuyisile Ntsikelelo Mafu","match_pct":92,"ai_passed":true,"missing_signals":["No explicit mention of service mesh (Istio, Linkerd) hands-on experience","No CKA or Kubernetes certification listed","Limited evidence of Go or Java experience (Python and Bash mentioned only)","No explicit data pipeline or streaming technology experience mentioned"],"notes":"Excellent fit for the role. Candidate has 7+ years cloud\/DevOps experience with strong production Kubernetes (EKS\/ECS), multi-cloud (AWS\/Azure), Infrastructure as Code (Terraform\/CloudFormation), CI\/CD (GitHub Actions, ArgoCD, Jenkins), Python automation, and observability (CloudWatch, Datadog, Prometheus, Grafana) expertise. Demonstrates senior-level capabilities with SLI\/SLO definition, deployment strategy design, security\/compliance implementation, cost optimization, and mentoring. AWS DevOps Professional and Solutions Architect certifications validate depth. Minor gaps in service mesh details and Kubernetes certifications are non-disqualifying given demonstrated production mastery.","title_on_client_page":"AWS (EC2, VPC, RDS, Lambda, EKS, ECS), Kubernetes, Microsoft Azure, Terraform, CloudFormation","summary":"CI\/CD pipelines (GitHub Actions, GitLab CI, Jenkins, ArgoCD), Docker, Infrastructure as Code, Python, Bash, Monitoring & Logging (Prometheus, Grafana, Datadog, CloudWatch), Cloud Security & Compliance (IAM, Security Hub, GuardDuty), SLI\/SLO definition, Blue-Green & Canary Deployments, Cost Optimization, AWS Application Migration Service","input_tokens":8415,"output_tokens":443,"filename":"Vuyisile Mafu.pdf","hash":"1359bbd8a899b43f6b172c6e5fbeb8d2f395b6c4e15419f5ccf73ed53c50529a","error":false,"ext_token":"vuyisile-ntsikelelo-mafu-aadf833262acd8903be66c39c7a1fc24","linked_at":1789764224},{"candidate_name":"THOBEKANI LYNNOL NCUBE","match_pct":92,"ai_passed":true,"missing_signals":["Multi-cloud experience (Azure\/GCP explicitly mentioned)","Full-stack development experience","Data pipelines or event-driven architecture experience"],"notes":"Excellent match. Candidate has 10+ years cloud\/DevOps\/SRE experience significantly exceeding the 5-year requirement. Demonstrates strong hands-on production expertise across all key must-haves: AWS (5+ years), Kubernetes (EKS\/ECS production), Terraform IaC, Jenkins CI\/CD, Python scripting, cloud networking\/security, observability (Prometheus\/Grafana), and incident management. Holds multiple relevant AWS certifications (DevOps Professional, CKA, Terraform Associate) and shows SRE\/SLO\/reliability focus. Only minor gaps are lack of demonstrated multi-cloud and full-stack dev experience, but these are secondary to core competencies.","title_on_client_page":"Amazon Web Services (AWS), Kubernetes, Terraform, Jenkins, Python, Prometheus, Grafana","summary":"CI\/CD Pipelines, Infrastructure as Code, Cloud Security (CloudTrail, AWS Config, VPC, IAM), Incident Management, SLOs\/SLIs, Docker, EKS\/ECS, Datadog, CloudWatch, AWS Lambda, Amazon Bedrock, Bash scripting, Observability, Production Troubleshooting","input_tokens":9294,"output_tokens":357,"filename":"Thobekani Lynnol Ncube.pdf","hash":"52c95566b3f2434c0e9e94cc876baa628a205405d9579642b4b4a089ad66c6f3","error":false},{"candidate_name":"Teboho Vincent Mokoena","match_pct":78,"ai_passed":true,"missing_signals":["Terraform \/ Infrastructure as Code (IaC) — only ArgoCD mentioned, no explicit Terraform experience","Observability tools — Prometheus mentioned but no Grafana, Datadog, or equivalent logging\/monitoring depth","Explicit 5+ years cloud\/DevOps experience claim — roles show ~5.5 years but mixed Software\/Cloud Engineer titles","Python or Go scripting — Java emphasized but no secondary scripting language evidence","CKA or Kubernetes certification — no K8s certs listed despite production Kubernetes work","Incident response\/SRE practices\/SLOs\/SLIs — not explicitly detailed"],"notes":"Strong match on core cloud & K8s competencies: dual-cloud expertise (AWS + Azure), production Kubernetes (AKS, OpenShift), CI\/CD (GitHub Actions, Jenkins, ArgoCD), and DevOps leadership. Recent role as Technical Operations & Security Lead and multiple leadership\/architect positions show seniority and platform thinking. AWS certifications (4x) and MSc in CS reinforce credibility. Primary gaps are lack of explicit Terraform experience, limited observability tooling breadth, and no K8s certifications despite proven hands-on production work. Java\/C# programming strength partially compensates for missing Python\/Go. Recommend human review given seniority indicators and strong DevOps foundation.","title_on_client_page":"AWS, Microsoft Azure, Kubernetes (AKS, OpenShift), Docker, CI\/CD (GitHub Actions, Jenkins, ArgoCD)","summary":"Java (8 yrs), C#\/.NET (6 yrs), Infrastructure as Code & GitOps (ArgoCD), Terraform, DevOps, Kafka, Spring\/Quarkus, REST APIs, ITIL Operations (Incident\/Problem\/Change Management), AWS Cloud Services (Lambda, EC2, RDS, S3, DynamoDB, CodePipeline, ECS, EKS), Azure Services (Key Vault, Container Registry, App Service, Logic Apps, Synapse), Prometheus, Docker, Microservices Architecture","input_tokens":9393,"output_tokens":549,"filename":"TebohoVincentFrekkyMokoena.pdf","hash":"36d89752b3c4590ae76f90e6d14c4c31aa3d4095d6b8d931e10bff2cf1ae11c8","error":false},{"candidate_name":"RETHABILE (BRENDON) MAFATA","match_pct":78,"ai_passed":true,"missing_signals":["No explicit mention of Kubernetes operators or service mesh experience","Limited evidence of Go or Java programming (Python mentioned but not deeply emphasized)","No CKA or Kubernetes certification listed","No explicit FinOps or cloud cost governance certification","SRE practices\/SLOs\/SLIs experience not clearly articulated in recent role"],"notes":"Strong candidate with 5+ years relevant experience and recent hands-on role as Senior DevOps Infrastructure Engineer at Standard Bank. Demonstrates deep AWS expertise (EC2, VPC, IAM, CloudFormation, Lambda, Security Hub), solid IaC (Terraform, CloudFormation), CI\/CD (GitLab CI, Jenkins, AWS CodePipeline), and observability (CloudWatch, Grafana, Prometheus). Experience with Kubernetes (foundational), Docker, Linux\/Windows, and multi-cloud (AWS, Azure, GCP). Well-architected framework and security best practices evident. Gaps: no explicit Kubernetes operator\/service mesh detail, limited programming language depth, missing advanced Kubernetes certifications. Product management background is tangential but shows strong cross-functional collaboration skills valuable for the role.","title_on_client_page":"Amazon Web Services (AWS), Microsoft Azure, GCP, Kubernetes, Terraform, Docker","summary":"Infrastructure as Code (Terraform, CloudFormation), CI\/CD (GitLab CI, Jenkins, AWS CodePipeline), Prometheus, Grafana, Linux (RHEL, Ubuntu), Windows Server, IAM & Security, CloudWatch, AWS MGN, Disaster Recovery, Cost Optimisation, Agile\/Scrum","input_tokens":22402,"output_tokens":442,"filename":"Rethabile(Bredon) Mafata.pdf","hash":"9da84262545a739fb3111a1903a9ca973ec1bbcb57a4a85fdf1cff999c6f64f8","error":false},{"candidate_name":"Peter Fosseus","match_pct":85,"ai_passed":true,"missing_signals":["No explicit mention of CKA or Kubernetes certifications","Limited evidence of SRE practices, SLOs\/SLIs definition experience","No mention of service mesh (Istio, Linkerd) hands-on experience","No FinOps or cloud financial governance experience documented","GCP experience appears minimal; primarily AWS-focused"],"notes":"Strong match across core requirements: 10+ years IT\/cloud experience, deep AWS expertise, production Kubernetes (EKS) at scale, Terraform IaC, CI\/CD pipelines (GitLab, GitHub Actions, Jenkins), monitoring (CloudWatch, Prometheus, Grafana), scripting\/development skills (Java, Node, .Net), and cloud networking\/security. Recent senior roles demonstrate hands-on production infrastructure work, team leadership, and mentoring. Multiple AWS certifications including DevOps Professional align well. Gaps are primarily in advanced Kubernetes certifications and SRE\/FinOps domains, which are nice-to-haves rather than must-haves.","title_on_client_page":"Amazon Web Services (AWS), Kubernetes (EKS), Terraform, CI\/CD (GitLab, GitHub Actions, Jenkins), Linux","summary":"Infrastructure as Code (Terraform, CloudFormation), Docker, Container Orchestration, Prometheus, Grafana, CloudWatch, Python scripting, Cloud Networking, Security, Cost Optimisation, Incident Management","input_tokens":6622,"output_tokens":393,"filename":"Peter Fosseus CV - 2026-09-09.pdf","hash":"df47799c045682551478b0e873fb6073b5f8abbb2253a8ee074d0e17ad8ce343","error":false},{"candidate_name":"MUNYARADZI TAFIRENYIKA","match_pct":95,"ai_passed":true,"missing_signals":[],"notes":"Exceptional match. 8+ years of directly relevant Senior DevOps\/Platform Engineering experience with production Kubernetes, AWS EKS, Terraform, CI\/CD pipelines (GitHub Actions, GitLab CI, Jenkins), observability (Prometheus, Grafana, Loki), and cloud security. Multiple AWS professional certifications (DevOps Engineer, Solutions Architect) plus CKA\/CKAD. Currently building AWS platform infrastructure at scale. Demonstrates leadership through mentoring and architectural reviews. Meets or exceeds every must-have requirement and most nice-to-haves.","title_on_client_page":"AWS (EKS, EC2, S3, IAM, RDS, CloudWatch, Route53), Azure, GCP, Kubernetes, Docker, Helm, Terraform, GitHub Actions, GitLab CI\/CD","summary":"ArgoCD, Prometheus, Grafana, Loki, OpenTelemetry, ELK Stack, OPA, Trivy, Python, Go, Bash\/Shell, PostgreSQL, DynamoDB, AWS CDK, CloudFormation, Ansible, SLO\/SLI monitoring, Cloud Security","input_tokens":5721,"output_tokens":334,"filename":"Munyaradzi_Tafirenyika_CV.pdf","hash":"1a71138387ffab853a9336504073716a1c24804e629dd0fbddfd51dedea07206","error":false},{"candidate_name":"Lungile Fesi","match_pct":62,"ai_passed":true,"missing_signals":["No explicit mention of 5+ years professional experience in DevOps\/Cloud Engineering\/SRE (current role since Jan 2022 is ~2.5 years)","Limited evidence of production Kubernetes management at scale (mentions Kubernetes and cluster creation\/management but lacks depth on operators, service mesh, networking, storage troubleshooting)","No Terraform or Infrastructure as Code experience mentioned","No explicit mention of GitHub Actions experience (has GitLab CI and Jenkins)","No demonstrated observability\/monitoring implementation beyond installing tools (mentions installing Prometheus, Grafana, Datadog equivalents like Graylog\/Splunk\/ELK but not designing\/maintaining them)","No Python, Go, or Java scripting skills evident (only mentions bash\/shell, javascript\/json, yaml)","Limited evidence of incident response, troubleshooting, or reliability engineering practices","No cloud migration or large-scale modernisation project experience mentioned","No certifications mentioned (AWS, Azure, GCP, CKA)","No FinOps or cloud cost optimization experience mentioned"],"notes":"Candidate has solid hands-on DevOps experience with relevant tools (Jenkins, GitLab CI, Kubernetes, Azure\/AWS\/GKE, Ansible, Terraform mentioned in skills list). However, current role spans ~2.5 years (below the 5+ year requirement), and depth in key areas like Kubernetes production management, IaC design patterns, observability implementation, and advanced troubleshooting is not clearly demonstrated. Strong fundamentals are present but senior-level expertise and architectural decision-making capability are not evident. Educational background (BSc IT with recent Honours degree in progress) and technical breadth support continued growth into senior role.","title_on_client_page":"Kubernetes, Azure\/AWS\/GKE, Jenkins, GitLab CI, Terraform, Ansible","summary":"Mulesoft, WSO2 API Manager, Docker, Graylog\/Splunk\/ELK Stack, Bash\/Shell scripting, Linux Ubuntu\/Centos, RabbitMQ, Postgres, Nginx, Maven, CI\/CD automation, API management, Infrastructure maintenance","input_tokens":31747,"output_tokens":566,"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 experience (Python and Bash confirmed)","No mention of service mesh, operators, or advanced Kubernetes networking details","CKA certification not listed (CKNA listed instead)"],"notes":"Excellent match. Kerman has 5+ years of proven cloud engineering experience across AWS, Azure, and GCP with strong hands-on production expertise. Demonstrates mastery of Kubernetes (20+ clusters managed), Terraform\/IaC, CI\/CD pipelines (Jenkins, Azure DevOps, GitHub Actions, GitLab CI), Python\/Bash scripting, networking\/security, and observability tools (Prometheus, Grafana, Datadog). Multiple relevant certifications (Google Professional Cloud Architect, AWS Solutions Architect Associate, CKNA). Recent role shows ownership of reliability, cost optimization (30% reduction), and team mentoring. Minor gap: no explicit Go\/Java mention and CKNA rather than CKA, but overall a strong senior-level candidate.","title_on_client_page":"Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), Kubernetes, Infrastructure as Code (Terraform)","summary":"Docker, Helm Charts, CI\/CD (Jenkins, Azure DevOps, GitHub Actions, GitLab CI, ArgoCD), Python, Bash, Prometheus, Grafana, Datadog, ELK Stack, CloudWatch, Azure Monitor, VPC, IAM, Cloud Security, Disaster Recovery, Cost Optimization","input_tokens":15382,"output_tokens":400,"filename":"Kerman Pillay-CV 2026.pdf","hash":"b4de8ddc78ceb7bdb67fddc8b2ff0e76d0492e95a978bfe07e2960b187bbce9f","error":false},{"candidate_name":"Edwin Mokami","match_pct":72,"ai_passed":true,"missing_signals":["No explicit Kubernetes production experience mentioned","No mention of service mesh or advanced K8s networking","Limited evidence of Infrastructure as Code (Terraform) beyond listing in skills","No cloud cost optimization or FinOps experience evident","No mention of GitHub Actions, GitLab CI, or modern CI\/CD platforms","No professional cloud certifications completed (both AWS and Azure listed as 'in progress')","No SRE\/SLO\/SLI practices documented"],"notes":"Mokami has 10+ years of hands-on DevOps experience across major cloud platforms (AWS, Azure) with strong CI\/CD pipeline work, observability (ELK, Grafana, Prometheus), and infrastructure automation (Puppet, Ansible). Recent roles show DevSecOps leadership and platform engineering focus at Standard Bank and Sanlam. However, CV lacks explicit Kubernetes production experience, IaC depth beyond skill listing, and modern CI\/CD tools (GitHub Actions\/GitLab CI). Strong leadership experience and security integration align well with role, but technical depth in Kubernetes and IaC needs verification in interview.","title_on_client_page":"AWS, Microsoft Azure, CI\/CD Pipelines, DevOps, Infrastructure Automation","summary":"Kubernetes, Docker, Terraform, Grafana, Prometheus, ELK Stack, Ansible, Puppet, Azure DevOps, SonarQube, Checkmarx, Infrastructure as Code, Cloud Migration, Linux, Python, Bash","input_tokens":17455,"output_tokens":412,"filename":"Edwin_Mokami_CV.pdf","hash":"2cae99ce691bbaed8f4a4d57f28f1ee24f22f3bca562e4ceaba26e3e319b1e9b","error":false},{"candidate_name":"Carl Du Preez","match_pct":42,"ai_passed":false,"missing_signals":["No Kubernetes experience mentioned","No GitHub Actions, GitLab CI, or Jenkins experience","No evidence of multi-cloud platform experience (only Azure)","No Go, Java, or strong Python development background shown","Limited infrastructure-as-code depth (Terraform mentioned but not emphasized)","No service mesh, networking, or storage orchestration experience","No SRE, SLO\/SLI, or reliability engineering practices","Only 3.3 years current DevOps role (needs 5+)","No cloud cost optimization or FinOps mentioned","No incident management or root-cause analysis framework shown"],"notes":"Carl has solid hands-on Azure infrastructure and Azure DevOps pipeline experience, plus Terraform and monitoring (Prometheus\/Grafana), which align with several requirements. However, this is a mid-level engineer—the CV shows ~3 years of actual DevOps work (Derivco 2021-2025), not 5+. Critically, the role demands Kubernetes expertise and multi-cloud capability, neither of which appear in the CV. The Python and C# skills are present but appear developmental rather than platform-engineering focused. The gap between his current level and senior cloud engineering expectations is substantial.","title_on_client_page":"Azure (VMs, App Services, Networking, Private Link, DNS), Azure DevOps (YAML Pipelines), Terraform, Docker, Prometheus, Grafana","summary":"PowerShell, Python, C#, .NET (Framework & Core), SQL, Bash, Fortigate\/FortiWeb, TeamCity, Git, Windows\/Linux, Power BI","input_tokens":5784,"output_tokens":449,"filename":"Carl du Preez.pdf","hash":"f37fd6e0fae8bc47778208225f1546074ae4b04bf842b2ac9464ee613ab516f7","error":false},{"candidate_name":"Anceley F. Mahara","match_pct":92,"ai_passed":true,"missing_signals":["CKA or equivalent Kubernetes certification not mentioned","Full-stack development experience not emphasized","Data pipelines and event-driven architectures not demonstrated","Go programming language not listed"],"notes":"Excellent match for Senior Cloud\/DevOps role. Candidate exceeds must-haves with 7.5+ years DevOps experience, hands-on production expertise across Azure, AWS, and GCP, strong Kubernetes (AKS, EKS) and Terraform IaC skills, proven CI\/CD pipeline design (Azure DevOps, GitHub Actions, Jenkins), excellent observability implementation (Grafana, Prometheus, Azure Monitor, Datadog), and demonstrated SRE\/SLO\/SLI expertise. Multiple professional certifications (AZ-104, AZ-900, AWS Developer Associate, CompTIA Security+) and strong incident response track record. Minor gaps: no CKA listed and limited mention of Go, but has Python and scripting depth. Recent major project achievements (GCP-to-Azure migration, multi-cluster operations, RBAC governance) demonstrate architectural and mentoring capability expected of senior role.","title_on_client_page":"Microsoft Azure (AZ-104, AZ-900), AWS (EC2, ECS, Fargate, RDS, S3, CloudWatch), GCP, Kubernetes (AKS, EKS), Terraform, Docker","summary":"Grafana, Prometheus, Azure Monitor, Datadog, GitHub Actions (OIDC), Azure DevOps, Jenkins, SLI\/SLO\/Error Budget Design, Incident Management, CI\/CD Automation, Python, Bash, PowerShell, Helm, Service Mesh, Infrastructure Security","input_tokens":8822,"output_tokens":431,"filename":"Anceley_Mahara_CV.pdf","hash":"c652e019b8c44c486dad0e1dc0bc449986764d502d9efd61c826b866e3f688fc","error":false},{"candidate_name":"Moramang Raphael Khanye","match_pct":45,"ai_passed":false,"missing_signals":["No Kubernetes experience mentioned","No GitHub Actions, GitLab CI, or Jenkins experience","No Python, Go, or Java programming skills documented","No multi-cloud experience (AWS, GCP not mentioned)","No service mesh, operators, or advanced K8s networking","No Prometheus, Grafana, or Datadog experience","No CI\/CD pipeline design\/maintenance in modern tools","No SRE practices or SLO\/SLI definition experience","Limited DevOps depth despite job titles","Azure-only focus, not multi-cloud"],"notes":"Candidate is a Site Reliability Engineer with Azure certifications and some Terraform\/IaC exposure, but the CV shows primarily Azure administration, backup\/disaster recovery operations, and legacy infrastructure expertise (EMC, Veeam, Symantec). Critical gaps include zero Kubernetes production experience, no modern CI\/CD tools, no multi-cloud practice, and no programming languages (Python\/Go\/Java) documented. While the candidate has reliability engineering listed in skills and Azure DevOps mentioned, the depth and hands-on production experience with Kubernetes, modern observability stacks, and cross-platform cloud engineering do not match the senior-level multi-cloud DevOps\/Platform Engineering role.","title_on_client_page":"Microsoft Azure, Azure DevOps, Terraform, Infrastructure as Code","summary":"Azure Administration, Azure Monitor, Log Analytics, KQL, Azure Automation, Reliability Engineering, CI\/CD, Disaster Recovery, Site Reliability Engineering Principles, Failure Analysis & Root Cause Investigation","input_tokens":22148,"output_tokens":439,"filename":"2026_Moramang Raphael Khanye CV-1 (1).pdf","hash":"a723344c798e67ec232b6cd2c5e9f6f05f8934721042af0bec8336ede53466ca","error":false}],"skipped":[],"input_tokens":163185,"output_tokens":5215,"cost_usd":0.18925999999999998,"cost_zar":3.0774605266599995,"cost_zar_live":true,"batch":false}