{"id":2772590,"url":"https://alion.io/job/ust-lead-i-ml-ops-engineer","title":"Lead I - ML Ops 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":"lead","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Thiruvananthapuram, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":25000,"max_usd":63000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":34},"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon ECS","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"AWS Step Functions","optional":false},{"name":"CI/CD","optional":false},{"name":"CloudFormation","optional":false},{"name":"Docker","optional":false},{"name":"Kubeflow","optional":false},{"name":"Kubernetes","optional":false},{"name":"MLFlow","optional":false},{"name":"Python","optional":false},{"name":"Terraform","optional":false},{"name":"Apache Kafka","optional":true},{"name":"AWS Bedrock AgentCore","optional":true},{"name":"Databricks","optional":true},{"name":"LLMOps","optional":true},{"name":"RAG","optional":true},{"name":"Snowflake","optional":true},{"name":"Spark","optional":true}],"status":"live","first_seen_at":"2026-08-14T00:00:00Z","employer_posted_date":"2026-10-17","last_verified_at":"2026-10-17T16:24:56Z","board_verified":true,"closed_at":null,"days_open":64,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":64},"description":"Lead MLOps Engineer Relevant Experience: 4+ Years Industrial Experience- 7+ Years Key Responsibilities\nBuild, deploy, and manage end-to-end ML lifecycle pipelines.\nAutomate model training, testing, deployment, and monitoring workflows.\nImplement model versioning, experiment tracking, and model registry solutions.\nMonitor model performance, drift, and operational health in production environments.\nCollaborate with Data Engineers, and DevOps teams to operationalize ML solutions.\nEstablish governance, security, access control, and auditability processes for ML platforms. Required Skills\nStrong Python programming skills.\nExperience with ML lifecycle management and deployment automation.\nHands-on expertise with: o MLflow o Kubeflow o Amazon SageMaker o AWS Step functions o ECS (Elastic Container Services)\nKnowledge of Docker and Kubernetes.\nExperience with CI/CD tools and DevSecOps practices.\nFamiliarity with Terraform, CloudFormation, or similar IaC tools.\nUnderstanding of model monitoring, observability, and performance optimization. Preferred Skills\nHands on experience with AWS.\nKnowledge or hands on experience of Agentcore.\nKnowledge of data engineering tools such as Databricks, Spark, Airflow, Kafka, or Snowflake.\nUnderstanding of Responsible AI, model governance, and compliance requirements.\nExposure to Generative AI, LLMOps, and RAG-based solutions. Qualifications\nBachelor's or Master's degree in Computer Science, Data Science, Engineering, or related field.\nExperience taking ML/AI solutions from Proof of Concept (PoC) to Production.\nStrong problem-solving and stakeholder management skills.","description_format":"text","description_chars":1619,"description_truncated":false,"requirements":{"experience_years_min":7,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","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":0.411,"p_room":0.28,"age_days":64,"expected_fill_days":14,"reasons":["conf:0","win:tail","crowd:brand"],"computed_at":"2026-10-17T17:24:50Z"},"pay":null,"html_url":"https://alion.io/job/ust-lead-i-ml-ops-engineer","json_url":"https://alion.io/job/ust-lead-i-ml-ops-engineer.json","meta":{"generated_at":"2026-10-17T17:24:50Z","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":23961,"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-lead-i-ml-ops-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-lead-i-ml-ops-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-lead-i-ml-ops-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-lead-i-ml-ops-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fust-lead-i-ml-ops-engineer"}]}