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DevOps Engineer

DevOps Engineer

Techmates Technologiesvijayawada, andhra pradesh, in
1 day ago
Job description

We're seeking a hands-on DevOps / Cloud Engineer who can own our infrastructure end-to-end and support a fast-moving ML engineering team . You will design, build, and operate the cloud, data, and deployment systems that power our product — with a strong emphasis on reliability, automation, security, and speed .

What You’ll Do

  • Design & manage cloud infrastructure (AWS / GCP / Azure) for core services, data pipelines, and ML workloads
  • Build CI / CD pipelines for backend systems, ML model training / inference, and microservices
  • Deploy & optimize ML clusters — GPU nodes, autoscaling, Docker / Kubernetes-based workloads
  • Implement observability : metrics, logs, traces, alerting, SLOs
  • Own Infrastructure-as-Code (Terraform, CDK, Helm) for all environments
  • Improve developer velocity through automated builds, tests, deploy tools, and internal platform enhancements
  • Ensure security best practices : IAM, secrets management, VPC / networking, least-privilege
  • Participate in on-call rotation and support incident response for production systems

What You Bring

  • Strong experience with AWS / GCP (EKS / GKE, EC2, VPC, IAM, S3 / Cloud Storage)
  • Deep expertise in Docker & Kubernetes , including GPU-aware orchestration
  • Hands-on experience with CI / CD systems (GitHub Actions, GitLab CI, Argo, Jenkins)
  • Knowledge of MLOps tooling : model serving, feature pipelines, artifact / versioning
  • (MLflow, Weights & Biases, KServe, Ray)
  • Solid Python or Go skills for automation tooling
  • Experience with monitoring & logging stacks (Prometheus, Grafana, ELK / EFK, OpenTelemetry)
  • Startup mindset : move fast, debug chaos, own outcomes end-to-end
  • Nice-to-Haves

  • Experience with distributed training (Ray, Horovod, PyTorch Distributed)
  • Security hardening , cost optimization, and infrastructure scaling expertise
  • Experience setting up GPU clusters (NVIDIA drivers, CUDA, MIG, Triton, Slurm / Ray clusters)
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    Engineer • vijayawada, andhra pradesh, in

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