{"token":"senior-cloud-devops-engineer-77d26ef9b7f2","role":"Senior Cloud\/DevOps Engineer","jd_token":"","created":1789762737,"results":[{"candidate_name":"Vuyisile Ntsikelelo Mafu","match_pct":92,"ai_passed":true,"missing_signals":["No explicit mention of Go or Java programming experience (has Python, Bash, NodeJS)","No mention of CKA or Kubernetes-specific certifications","Limited evidence of full-stack development experience","No explicit mention of data pipelines, event-driven architectures, or streaming technologies"],"notes":"Excellent match. Candidate has 7+ years cloud engineering experience with strong production AWS expertise (99.95%+ availability systems), deep Kubernetes\/EKS hands-on work, extensive Terraform IaC, CI\/CD pipeline design (GitHub Actions, ArgoCD, Bitbucket), Python scripting, networking\/security\/IAM, observability (CloudWatch, Prometheus, Grafana, Datadog), cost optimization, and proven mentoring. AWS DevOps Engineer Professional certified. All must-haves and most nice-to-haves covered. Minor gaps in Go\/Java and CKA cert do not materially weaken candidacy.","title_on_client_page":"AWS (EC2, VPC, RDS, Lambda, EKS), Microsoft Azure, Kubernetes, Terraform, CI\/CD Pipelines","summary":"CloudFormation, Docker, GitHub Actions, ArgoCD, Prometheus, Grafana, Datadog, Python, Bash, IAM, AWS Security Hub\/GuardDuty, SLO\/SLI definition, cost optimization, incident management","input_tokens":8415,"output_tokens":394,"filename":"Vuyisile Mafu.pdf","hash":"1359bbd8a899b43f6b172c6e5fbeb8d2f395b6c4e15419f5ccf73ed53c50529a","error":false},{"candidate_name":"THOBEKANI LYNNOL NCUBE","match_pct":92,"ai_passed":true,"missing_signals":["No mention of Microsoft Azure or GCP experience (AWS-focused)","No explicit mention of GitHub Actions or GitLab CI (Jenkins-only)","No evidence of full-stack development or front-end experience","No data pipeline or event-driven architecture experience mentioned"],"notes":"Excellent match for a senior cloud\/DevOps engineer role. Candidate exceeds the 5+ year requirement with 10+ years experience, demonstrates strong production Kubernetes expertise (EKS\/ECS), extensive Terraform\/IaC skills, and proven CI\/CD pipeline work in Jenkins. Has relevant AWS certifications (DevOps Engineer Professional, CKA, Advanced Networking, Security) and direct experience with observability (Prometheus, Grafana), incident response, SLOs, and security hardening. Primary gap is AWS-only cloud platform experience rather than multi-cloud, but depth in AWS and Kubernetes is exceptional. Ready for human review.","title_on_client_page":"AWS, Kubernetes (EKS\/ECS), Terraform, Jenkins, CI\/CD, Prometheus, Grafana, CloudWatch, Python","summary":"Infrastructure as Code, Incident Response, SLO\/SLI, Security Hardening (IAM\/VPC\/CloudTrail), Observability, Bash\/Python Automation, AWS Lambda, Amazon Bedrock, Multi-region Infrastructure, Disaster Recovery, Datadog, Blameless Post-mortems","input_tokens":9294,"output_tokens":400,"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) experience not explicitly mentioned","Prometheus, Grafana, Datadog monitoring tools experience not detailed","Python or Go scripting skills not mentioned","Service mesh (Istio) experience not mentioned","No evidence of 5+ years in dedicated Cloud\/DevOps\/SRE role (roles are dual Software\/Cloud Engineer)","No CKA or Kubernetes certification mentioned","Cloud cost optimization \/ FinOps experience not evidenced"],"notes":"Strong candidate with ~5-6 years combined cloud\/DevOps experience across AWS and Azure, demonstrated Kubernetes production expertise (AKS, OpenShift, EKS), solid CI\/CD pipeline work (GitHub Actions, Jenkins, ArgoCD), and 4 AWS certifications (including Solutions Architect Professional). Has scripting capability (Java, C#, NestJS) and technical leadership experience. Primary gaps are lack of explicit Terraform\/IaC, Prometheus\/Grafana details, and Python\/Go skills. However, ArgoCD\/GitOps and infrastructure automation background suggest IaC capability. Leadership role as Technical Operations Lead shows reliability engineering mindset. Recommend human review as strong fundamentals outweigh documentation gaps.","title_on_client_page":"AWS, Microsoft Azure, Kubernetes, Docker, CI\/CD, ArgoCD","summary":"Java, Angular, DevOps, OpenShift, AKS, Jenkins, GitHub Actions, Terraform (implied), Kafka, NestJS, C#\/.NET, Infrastructure as Code, ITIL Operations, Cloud Security, Incident Management","input_tokens":9393,"output_tokens":440,"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 language experience","Limited evidence of service mesh implementation (Istio mentioned only briefly)","No mention of data pipelines or event-driven architecture experience","No CKA or formal Kubernetes certification listed","Limited detail on cloud cost optimisation projects beyond one tool mentioned"],"notes":"Strong match with 5+ years experience and proven production Kubernetes expertise. Demonstrates deep AWS\/Azure\/GCP proficiency, IaC (Terraform\/CloudFormation), CI\/CD pipeline design, and observability tools (Prometheus, Grafana). Recent role shows hands-on infrastructure automation and reliability focus with major enterprise migrations. Primary gaps are formal Kubernetes certification and Go\/Java programming evidence, but Python scripting and strong troubleshooting background mitigate this. Well-rounded senior engineer who meets most critical must-haves.","title_on_client_page":"Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), Kubernetes, Terraform, Infrastructure as Code","summary":"Docker, CI\/CD (CodePipeline, CodeBuild, GitLab CI, Jenkins), Prometheus, Grafana, Linux (RHEL, Ubuntu), Windows Server, IAM & Security, Monitoring & Logging, Incident Management, CloudFormation, Ansible, Python scripting","input_tokens":22402,"output_tokens":373,"filename":"Rethabile(Bredon) Mafata.pdf","hash":"9da84262545a739fb3111a1903a9ca973ec1bbcb57a4a85fdf1cff999c6f64f8","error":false},{"candidate_name":"Peter Fosseus","match_pct":88,"ai_passed":true,"missing_signals":["No explicit mention of Prometheus\/Grafana\/Datadog hands-on experience (only listed as Zailab knowledge)","No evidence of Python, Go, or Java scripting\/development skills beyond awareness","No CKA or formal Kubernetes certification mentioned","Limited detail on service mesh implementation (mentioned Istio knowledge but no depth)"],"notes":"Strong match. Peter has 10+ years in cloud\/DevOps with 5+ years at senior level, proven production Kubernetes (EKS) expertise, advanced Terraform\/IaC (4+ years), extensive CI\/CD pipeline work (CodePipeline, GitHub Actions, GitLab), and strong AWS fundamentals with multiple professional certifications. Excellent observability background via Prometheus\/Grafana at Zailab. Some gaps on formal scripting languages and Kubernetes certifications, but deep hands-on experience with cloud networking, security, cost optimisation, and team leadership strongly compensate. Clear documentation and communication skills evident throughout.","title_on_client_page":"AWS (EC2, RDS, S3, ALB, NLB, CloudWatch, CodePipeline), Kubernetes (EKS), Terraform, Docker, Linux","summary":"CI\/CD Pipelines (GitHub Actions, GitLab, Jenkins, CodeBuild), Infrastructure as Code, Cloud Networking, Database Implementation (MySQL, PostgreSQL, MongoDB), Prometheus, Grafana, Security, Cost Optimisation, RabbitMQ, Redis, Git Version Control","input_tokens":6622,"output_tokens":406,"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 across all must-haves and nearly all nice-to-haves. 8+ years production cloud\/DevOps experience significantly exceeds 5-year minimum. Deep hands-on expertise in AWS (EKS, multi-service), Kubernetes (CKA\/CKAD certified), Terraform, GitHub Actions\/CI-CD, Python\/Go\/Bash, security, networking, observability (Prometheus\/Grafana\/Loki), and incident response. Currently at senior level managing production BMW infrastructure. Multiple AWS professional certifications. Only minor gap: no explicit mention of data pipelines\/streaming or Azure\/GCP production depth, but AWS expertise is comprehensive and multi-cloud exposure present.","title_on_client_page":"AWS (EKS, EC2, S3, IAM, RDS, CloudWatch, Route53), Azure, GCP, Kubernetes, Docker, Terraform, ArgoCD","summary":"Prometheus, Grafana, Loki, Tempo, OpenTelemetry, ELK Stack, AWS X-Ray, GitHub Actions, GitLab CI\/CD, Jenkins, AWS CodePipeline, Python, Go, Bash\/Shell, OPA, Trivy, PostgreSQL, DynamoDB, Redshift","input_tokens":5721,"output_tokens":355,"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 (current role since Jan 2022 = ~2.5 years)","No evidence of Terraform or Infrastructure as Code tools","No mention of monitoring\/observability tools (Prometheus, Grafana, Datadog mentioned in job but not CV)","No clear evidence of production incident response or SRE\/reliability engineering practices","No mention of GitHub Actions (job lists it as key CI\/CD tool)","Limited evidence of service mesh, advanced Kubernetes networking, or operators","No cloud cost optimization or FinOps experience mentioned","No cloud platform certifications mentioned"],"notes":"Candidate has solid hands-on DevOps experience with relevant cloud platforms (AWS\/Azure\/GCP), Kubernetes, Jenkins, GitLab CI, and multi-cloud cluster management. Strong scripting (Bash, Python) and Linux systems experience. However, falls short on years of experience (~2.5 years current role vs 5+ required), lacks explicit IaC\/Terraform background, and shows limited observability\/monitoring tool exposure beyond ELK\/Splunk\/Graylog. The API management focus (Mulesoft, WSO2) is adjacent but not core DevOps. Still a viable candidate with good fundamentals who could grow into the role; passing for human review.","title_on_client_page":"Kubernetes, AWS, Azure, GCP, Jenkins, GitLab CI, Docker","summary":"Mulesoft, WSO2 API Manager, Bash\/Python scripting, Linux Ubuntu\/Centos, Nginx, Terraform and Ansible, ELK Stack, Graylog, Splunk, RabbitMQ, Atlassian products (Jira, Bitbucket, Confluence)","input_tokens":31747,"output_tokens":478,"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 mention of service mesh (Istio, Linkerd) beyond Kubernetes networking","No explicit SRE\/SLO\/SLI framework experience mentioned","No data pipeline or streaming technology experience noted"],"notes":"Excellent match. 5+ years of hands-on cloud engineering with proven expertise across AWS, Azure, GCP, Kubernetes production management (20+ clusters), Terraform IaC, CI\/CD pipelines (Jenkins, GitHub Actions, GitLab, ArgoCD), and observability tools (Prometheus, Grafana, Datadog). Strong certifications including Google Professional Cloud Architect and CKNA. Demonstrated leadership in cloud migrations, cost optimization (30% reduction), incident response, and team mentoring. Only minor gaps are lack of Go\/Java (has strong Python\/Bash) and no explicit SRE framework documentation.","title_on_client_page":"Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), Kubernetes, Infrastructure as Code (Terraform, CloudFormation)","summary":"Docker, CI\/CD (Jenkins, GitHub Actions, GitLab CI, ArgoCD), Monitoring & Logging (Prometheus, Grafana, Datadog, CloudWatch, Azure Monitor), Python, Bash, PowerShell, Cloud Security, Helm Charts, Kubernetes operators, Disaster Recovery, Cloud Cost Optimization","input_tokens":15382,"output_tokens":393,"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 (critical must-have)","No GitHub Actions, GitLab CI, or Jenkins CI\/CD platform experience explicitly stated","No Python, Go, or Java development\/scripting samples despite listing them as skills","No mention of cloud cost optimization or FinOps experience","No cloud networking, security, or IAM architecture experience documented","No Terraform Infrastructure-as-Code experience (only mentioned in skills list, not in job context)"],"notes":"Edwin has 10+ years DevOps\/cloud engineering experience with strong hands-on background in Azure DevOps, AWS, CI\/CD pipelines, Infrastructure as Code (Terraform listed), monitoring (ELK, Grafana, Prometheus), and containerization. Recent roles show DevSecOps leadership managing pipelines and platform modernization. However, critical gaps exist: Kubernetes production experience is not documented anywhere, and specific CI\/CD platform expertise (Jenkins, GitHub Actions, GitLab CI) is not evidenced. While he lists many technologies and has diverse experience across multiple organizations, the CV lacks concrete examples of Kubernetes cluster management, networking, or service mesh work—all key must-haves. The breadth and management-level experience partially compensate, making him worth human review despite gaps in specific core technologies.","title_on_client_page":"Azure DevOps, AWS, Terraform, CI\/CD Pipelines, ELK Stack, Grafana, TICK Stack","summary":"DevSecOps, Kubernetes, Docker, Containerization, Prometheus, Infrastructure as Code, Cloud Migration, Ansible, Puppet, SonarQube, Checkmarx, Python, Bash Scripting, Monitoring & Observability, Platform Engineering","input_tokens":17455,"output_tokens":457,"filename":"Edwin_Mokami_CV.pdf","hash":"2cae99ce691bbaed8f4a4d57f28f1ee24f22f3bca562e4ceaba26e3e319b1e9b","error":false},{"candidate_name":"Carl Du Preez","match_pct":52,"ai_passed":false,"missing_signals":["No Kubernetes experience (critical must-have)","No evidence of 5+ years in dedicated Cloud\/DevOps role (currently ~3.3 years as DevOps Engineer)","No GitHub Actions, GitLab CI, or Jenkins experience (only TeamCity and Azure DevOps mentioned)","No multi-cloud platform experience (Azure-only, no AWS or GCP)","No Go or Java development skills mentioned (has Python, C#, PowerShell)","No SRE, SLO\/SLI, or reliability engineering background","No cloud security or IAM architecture experience evident","Limited observability depth (Prometheus\/Grafana mentioned but no Datadog or advanced logging)"],"notes":"Carl is a solid mid-level Azure\/DevOps engineer with genuine hands-on IaC (Terraform), CI\/CD (Azure DevOps), scripting (Python, PowerShell), and monitoring experience. However, the role requires a Senior engineer with 5+ years dedicated cloud\/DevOps experience, multi-cloud expertise, and critically—Kubernetes production experience. Carl's experience is narrower (Azure-only, no K8s), his tenure as dedicated DevOps Engineer is ~3.3 years, and he lacks key tools (GitHub Actions, Jenkins, GCP\/AWS). He's below the seniority and breadth threshold for this senior role, though could be a strong fit for a mid-level Azure DevOps position.","title_on_client_page":"Azure (VMs, App Services, Networking, Private Link, DNS), Azure DevOps (YAML Pipelines), Terraform, Docker, Prometheus, Grafana","summary":"CI\/CD Automation, Infrastructure as Code, PowerShell, Python, C# \/ .NET, SQL, Fortigate\/FortiWeb Firewalls, TeamCity, Git, Bash, VM Management, Windows \/ Linux, Power BI","input_tokens":5784,"output_tokens":507,"filename":"Carl du Preez.pdf","hash":"f37fd6e0fae8bc47778208225f1546074ae4b04bf842b2ac9464ee613ab516f7","error":false},{"candidate_name":"ANCELEY F. MAHARA","match_pct":92,"ai_passed":true,"missing_signals":["Go language experience not mentioned (Python, Bash, PowerShell present but Go absent)","CKA or equivalent Kubernetes certification not held","FinOps or cloud cost governance experience not explicitly stated","Service mesh (Istio, Linkerd) hands-on production experience not detailed"],"notes":"Excellent match for senior cloud\/DevOps role. Candidate has 7.5+ years relevant experience spanning Azure, AWS, and GCP with strong production Kubernetes expertise (AKS\/EKS), extensive Terraform IaC background, proven CI\/CD leadership (Azure DevOps, GitHub Actions), and deep observability\/SRE practice implementation. Holds AZ-104, AZ-900, AWS Developer Associate, and CompTIA Security+. Minor gaps: no Go language, no CKA cert, and FinOps not explicitly mentioned—but these are nice-to-haves and candidate demonstrates senior-level cloud architecture and reliability engineering across all must-haves.","title_on_client_page":"Microsoft Azure (AZ-104, AZ-900), AWS (EC2, ECS, Fargate, RDS, ElastiCache, S3, CloudWatch), GCP, Kubernetes (AKS, EKS), Terraform","summary":"Docker, Helm, Azure DevOps, GitHub Actions (OIDC), Jenkins, GitLab CI, Grafana, Prometheus, Azure Monitor, Datadog, Python, Bash, PowerShell, SLI\/SLO\/Error Budget Design, Incident Management, Chaos Engineering, Multi-Cloud Architecture","input_tokens":8822,"output_tokens":437,"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 (critical must-have)","No GitHub Actions, GitLab CI, or Jenkins CI\/CD pipeline experience documented","No evidence of multi-cloud platform experience (AWS, GCP not mentioned)","No programming\/scripting languages (Python, Go, Java) demonstrated","No Prometheus, Grafana, or Datadog observability tools experience","No Infrastructure as Code beyond Terraform mentioned in detail","No cloud networking or IAM\/security architecture experience shown","Current role is backend\/application focused, not cloud\/DevOps infrastructure","Limited production incident response or reliability engineering demonstrated"],"notes":"Candidate has strong Azure fundamentals, DevOps certifications, and Terraform experience relevant to IaC, plus SRE and reliability engineering training. However, critical gaps exist: no Kubernetes experience (essential for this role), no multi-cloud exposure, no CI\/CD pipeline tool experience (GitHub Actions\/GitLab CI\/Jenkins), and no programming language depth. Current role at Life HealthCare emphasizes C# development and application support rather than cloud infrastructure design and automation. While the CV shows reliability-first thinking and Azure administration skills, it lacks the hands-on cloud engineering depth, multi-platform expertise, and modern DevOps toolchain experience required for a senior-level position.","title_on_client_page":"Microsoft Azure (Solutions Architect, Administration, DevOps), Terraform, Infrastructure as Code","summary":"Azure Virtual Machines, Azure App Services, Azure Storage, Azure DevOps & CI\/CD, Azure Monitor & Observability, Log Analytics Workspace, Azure Automation, Reliability Engineering, Terraform, Disaster Recovery & Resilience","input_tokens":22148,"output_tokens":454,"filename":"2026_Moramang Raphael Khanye CV-1 (1).pdf","hash":"a723344c798e67ec232b6cd2c5e9f6f05f8934721042af0bec8336ede53466ca","error":false}],"skipped":[],"input_tokens":163185,"output_tokens":5094,"cost_usd":0.188655,"cost_zar":3.0676229296049997,"cost_zar_live":true,"batch":false}