{"id":3413568,"url":"https://alion.io/job/nstarx-mlops-engineer-2","title":"MLOps Engineer","company":{"id":5880,"name":"NStarX","domain":"nstarxinc.com","url":"https://alion.io/company/nstarx","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Hyderabad, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":22000,"max_usd":44000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":41},"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"Kubeflow","optional":false},{"name":"Kubernetes","optional":false},{"name":"MLFlow","optional":false},{"name":"Platform Engineering","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"TensorFlow","optional":false},{"name":"Terraform","optional":false},{"name":"DVC","optional":true},{"name":"Feast","optional":true},{"name":"Feature Store","optional":true},{"name":"Fine-tuning","optional":true},{"name":"Grafana","optional":true},{"name":"LLM","optional":true},{"name":"Machine Learning","optional":true},{"name":"Prometheus","optional":true}],"status":"live","first_seen_at":"2026-10-28T18:35:45Z","employer_posted_date":null,"last_verified_at":"2026-10-28T18:35:45Z","board_verified":false,"closed_at":null,"days_open":2,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":2},"description":"Responsibilities: \nBuild CI/CD/CT pipelines for automated model training, testing, and deployment.\nManage ML platform infrastructure (Azure ML, Kubeflow, MLflow, or similar).\nImplement model registry, versioning, and reproducibility practices.\nMonitor model performance, data/model drift, and infrastructure health in production.\n\nRequirements: \n7+ years of experience in MLOps, DevOps, or ML platform engineering roles.\nHands-on experience building CI/CD/CT pipelines for automated model training, testing, and deployment.\nProven experience managing ML platform infrastructure such as Azure ML, Kubeflow, MLflow, or similar tooling.\nExperience implementing model registry, versioning, and reproducibility practices.\nStrong Python skills and familiarity with ML frameworks (e. g., PyTorch, TensorFlow, scikit-learn).\nSolid understanding of containerization and orchestration (Docker, Kubernetes) for ML workloads.\nExperience with cloud infrastructure and infrastructure-as-code (Azure, Terraform, or similar).\nStrong cross-functional communication skills, partnering closely with data science and platform teams.\n\nGood to Have: \nExperience with model monitoring and observability tools (e. g., Evidently, Prometheus, Grafana).\nFamiliarity with feature stores and data versioning tools (e. g., Feast, DVC).\nExposure to LLM/GenAI model serving and fine-tuning pipelines.\nRelevant cloud or Kubernetes certifications (e. g., Azure AI Engineer, CKA).\nSkills\nAzure ML, Azure Machine Learning, Docker, Kubeflow, Kubernetes, MLOps, MLflow, Python, Terraform","description_format":"text","description_chars":1549,"description_truncated":false,"requirements":{"experience_years_min":6,"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 Consulting & Digital Transformation","Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-10-28T18:35:45Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":1,"expected_fill_days":28,"reasons":["seen:1","velocity","win:early"],"computed_at":"2026-10-30T05:48:23Z"},"pay":null,"html_url":"https://alion.io/job/nstarx-mlops-engineer-2","json_url":"https://alion.io/job/nstarx-mlops-engineer-2.json","meta":{"generated_at":"2026-10-31T06:03:18Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":8770,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-01T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":5880},"rest":"https://alion.io/mcp/rest/get_company?id=5880"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fnstarx-mlops-engineer-2"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fnstarx-mlops-engineer-2"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fnstarx-mlops-engineer-2"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/nstarx-mlops-engineer-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fnstarx-mlops-engineer-2"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3413568}},{"tool":"search_jobs","arguments":{"company":"nstarxinc.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3413568},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. Docs: https://alion.io/developers"}}