{"id":2772503,"url":"https://alion.io/job/ust-mlops-engineer","title":"MLOps Engineer","company":{"id":1774626,"name":"UST","domain":"ust.com","url":"https://alion.io/company/ust-com","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"RippleHire","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":23000,"max_usd":54000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":25},"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":"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":"BentoML","optional":true},{"name":"Comet ML","optional":true},{"name":"DVC","optional":true},{"name":"Fine-tuning","optional":true},{"name":"Groovy","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":"live","first_seen_at":"2026-09-04T00:00:00Z","employer_posted_date":"2026-10-17","last_verified_at":"2026-10-17T16:24:56Z","board_verified":true,"closed_at":null,"days_open":43,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":43},"description":"ML Engineer I\nWho we are:\nAt UST, we help the world’s best organizations grow and succeed through transformation. Bringing together the right talent, tools, and ideas, we work with our client to co-create lasting change. Together, with over 30,000 employees in 25 countries, we build for boundless impact-touching billions of lives in the process. Visit us at .\nThe Opportunity:\nBuild end-to-end pipelines - data ingestion, training, evaluation, packaging, versioning, and deployment.\nDevelop and maintain Jenkins CI/CD for Dev → QA → Production promotion with multi-stage gates.\nDeploy model-serving APIs on AKS using FastAPI and vLLM; apply ONNX/TensorRT optimizations.\nSet up observability - drift detection (Evidently AI), Prometheus/Grafana, Azure Monitor.\nApply DevSecOps practices - Key Vault, Managed Identity, SonarQube, Trivy/Snyk.\n• Application Development - REST, WebSocket Frameworks using FastAPI\nWhat are we Looking for:\n·\n4+ years in ML/AI engineering or DevOps with hands-on production MLOps pipeline experience.\nCI/CD tooling: CI tooling (UV, Ruff, Pyrefly), Jenkins (strong), Azure DevOps, GitOps concepts; Git and pre-commit workflows.\nDatabricks ML pipelines (Delta Lake, Workflows, MLflow), Asset Bundles and PySpark for data processing.\nModel serving: FastAPI, Docker, AKS; exposure to vLLM and ONNX/TensorRT optimization.\nPython (strong - FastAPI, Pydantic, async), Bash, YAML/SQL scripting.\nCloud knowledge - Azure/AWS/GCP Storage, AI related services.\nDatabases and storage: PostgreSQL, Redis, ADLS Gen2.\nUnderstanding of containerization, Helm, and infrastructure automation.\n\n·Nice to Have\nAirflow, DVC, and experiment tracking (W&B / Comet ML).\nTerraform, KEDA, Azure APIM, and AAD RBAC configuration.\nLLM fine-tuning pipelines; Ray Serve or BentoML exposure.\nGroovy (Jenkinsfile).\nManufacturing or semiconductor domain experience.\nWhat we believe:\nWe’re proud to embrace the same values that have shaped UST since the beginning. Since day one, we’ve been building enduring relationships and a culture of integrity. And today, it's those same values that are inspiring us to encourage innovation from everyone to champion diversity and inclusion and to place people at the centre of everything we do. \nHumility:\nWe will listen, learn, be empathetic and help selflessly in our interactions with everyone.\nHumanity:\nThrough business, we will better the lives of those less fortunate than ourselves.\nIntegrity:\nWe honour our commitments and act with responsibility in all our relationships.\nEqual Employment Opportunity Statement\nUST is an Equal Opportunity Employer. We believe that no one should be discriminated against because of their differences, such as age, disability, ethnicity, gender, gender identity and expression, religion, or sexual orientation.\nAll employment decisions shall be made without regard to age, race, creed, colour, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.\nUSTreserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance.\nTo support and promote the values of UST.\nComply with all Company policies and procedures","description_format":"text","description_chars":3359,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","IT Outsourcing & Dedicated Teams"],"lifecycle":[{"event":"open","at":"2026-10-17T06:49:13Z"}],"visa":[],"liveness":{"score":12,"band":"cold","label":"Long shot","p_open":1,"p_active":0.42,"p_room":0.28,"age_days":43,"expected_fill_days":14,"reasons":["conf:1","win:tail","crowd:brand"],"computed_at":"2026-10-17T17:41:32Z"},"pay":null,"html_url":"https://alion.io/job/ust-mlops-engineer","json_url":"https://alion.io/job/ust-mlops-engineer.json","meta":{"generated_at":"2026-10-17T17:41:32Z","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":103,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-18T00:00:00Z"}},"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":1774626},"rest":"https://alion.io/mcp/rest/get_company?id=1774626"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fust-mlops-engineer"},{"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%2Fust-mlops-engineer"},{"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%2Fust-mlops-engineer"},{"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/ust-mlops-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fust-mlops-engineer"}]}