{"id":1452488,"url":"https://alion.io/job/cg-vak-software-exports-mlops-engineer","title":"MLOps Engineer","company":{"id":3800070,"name":"CG-VAK Software & Exports","domain":"cgvakindia.com","url":"https://alion.io/company/cg-vak-software-and-exports","size_band":null,"is_staffing_agency":false,"employer_type":"services","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":21000,"max_usd":53000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":22},"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Azure AKS","optional":false},{"name":"Azure DevOps","optional":false},{"name":"CI/CD","optional":false},{"name":"Databricks","optional":false},{"name":"Delta Lake","optional":false},{"name":"Docker","optional":false},{"name":"Evidently AI","optional":false},{"name":"FastAPI","optional":false},{"name":"GCP","optional":false},{"name":"Git","optional":false},{"name":"GitOps","optional":false},{"name":"Grafana","optional":false},{"name":"Helm","optional":false},{"name":"Jenkins","optional":false},{"name":"MLFlow","optional":false},{"name":"ONNX","optional":false},{"name":"PostgreSQL","optional":false},{"name":"pre-commit","optional":false},{"name":"Prometheus","optional":false},{"name":"Pydantic","optional":false},{"name":"pySpark","optional":false},{"name":"Python","optional":false},{"name":"Redis","optional":false},{"name":"Rest API","optional":false},{"name":"Ruff","optional":false},{"name":"Snyk","optional":false},{"name":"SonarQube","optional":false},{"name":"SQL","optional":false},{"name":"TensorRT","optional":false},{"name":"Trivy","optional":false},{"name":"vLLM","optional":false},{"name":"WebSockets","optional":false},{"name":"AIOps","optional":true},{"name":"BentoML","optional":true},{"name":"Comet ML","optional":true},{"name":"DVC","optional":true},{"name":"Fine-tuning","optional":true},{"name":"Groovy","optional":true},{"name":"KEDA","optional":true},{"name":"Kubernetes","optional":true},{"name":"LLM","optional":true},{"name":"Ray","optional":true},{"name":"Ray Serve","optional":true},{"name":"Spark","optional":true},{"name":"Terraform","optional":true},{"name":"Weights & Biases","optional":true}],"status":"closed","first_seen_at":"2026-09-29T06:17:15Z","employer_posted_date":null,"last_verified_at":"2026-10-01T16:00:50Z","board_verified":false,"closed_at":"2026-10-01T16:00:50Z","days_open":2,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":2},"description":"About the Role : \n\nBuild and operate the MLOps pipelines that take AI/ML and GenAI models from experimentation to production - packaging, CI/CD delivery, model serving, and monitoring. A hands-on engineering role bridging data science and enterprise deployment.\n\nKey Responsibilities : \n\n- Build end-to-end pipelines - data ingestion, training, evaluation, packaging, versioning, and deployment.\n\n- Develop and maintain Jenkins CI/CD for Dev - QA - Production promotion with multi-stage gates.\n\n- Deploy model-serving APIs on AKS using FastAPI and vLLM; apply ONNX/TensorRT optimizations.\n\n- Set up observability - drift detection (Evidently AI), Prometheus/Grafana, Azure Monitor.\n\n- Apply DevSecOps practices - Key Vault, Managed Identity, SonarQube, Trivy/Snyk.\n\n- Application Development - REST, WebSocket Frameworks using FastAPI\n\nMust-Have Skills : \n\n- 4+ years in ML/AI engineering or DevOps with hands-on production MLOps pipeline experience.\n\n- CI/CD tooling : CI tooling (UV, Ruff, Pyrefly), Jenkins (strong), Azure DevOps, GitOps concepts; Git and pre-commit workflows.\n\n- Databricks ML pipelines (Delta Lake, Workflows, MLflow), Asset Bundles and PySpark for data processing.\n\n- Model serving : FastAPI, Docker, AKS; exposure to vLLM and ONNX/TensorRT optimization.\n\n- Python (strong - FastAPI, Pydantic, async), Bash, YAML/SQL scripting.\n\n- Cloud knowledge - Azure/AWS/GCP Storage, AI related services.\n\n- Databases and storage : PostgreSQL, Redis, ADLS Gen2.\n\n- Understanding of containerization, Helm, and infrastructure automation.\n\nNice to Have : \n\n- Airflow, DVC, and experiment tracking (W&B / Comet ML).\n\n- Terraform, KEDA, Azure APIM, and AAD RBAC configuration.\n\n- LLM fine-tuning pipelines; Ray Serve or BentoML exposure.\n\n- Groovy (Jenkinsfile).\n\n- Manufacturing or semiconductor domain experience.\nSkills\nMLOps, Python, CI/CD, Jenkins, Databricks, Docker, Kubernetes, LLM, Cloud Architect - AI/ML, AIOps, DevOps","description_format":"text","description_chars":1936,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Outsourcing & Dedicated Teams","Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-09-29T08:00:48Z"},{"event":"close","at":"2026-10-01T16:00:50Z"}],"liveness":null,"pay":null,"html_url":"https://alion.io/job/cg-vak-software-exports-mlops-engineer","json_url":"https://alion.io/job/cg-vak-software-exports-mlops-engineer.json","meta":{"generated_at":"2026-10-01T19:08:50Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","usage":{"tier":"crawler","counted_by":"address","units_charged":1,"used_today":1606,"day_limit":5000,"remaining_today":3394,"minute_limit":60,"resets_at":"2026-10-02T00:00:00Z"}}}