DevOps Engineer

Techmates Technologies

0 years

0 Lacs

delhi india

Posted:1 day ago| Platform:

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Skills Required

devops support ml engineering design data deployment power reliability automation security aws gcp azure model training inference autoscaling docker kubernetes metrics terraform helm developer iam management vpc networking github gitlab mlflow python monitoring logging pytorch optimization scaling cuda

Work Mode

On-site

Job Type

Full Time

Job Description

DevOps / Cloud Engineer

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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