{"id":2771967,"url":"https://alion.io/job/ust-lead-i-ml-engineering","title":"Lead I - ML Engineering","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":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":26000,"max_usd":67000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":34},"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Amazon CloudWatch","optional":false},{"name":"Amazon EKS","optional":false},{"name":"Amazon S3","optional":false},{"name":"AWS","optional":false},{"name":"CI/CD","optional":false},{"name":"Databricks","optional":false},{"name":"Docker","optional":false},{"name":"DynamoDB","optional":false},{"name":"Kubernetes","optional":false},{"name":"LLM","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"Multi-Agent Systems","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"pySpark","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Redis","optional":false},{"name":"Rest API","optional":false},{"name":"SQL","optional":false},{"name":"Azure","optional":true},{"name":"ChatGPT","optional":true},{"name":"GitHub Actions","optional":true},{"name":"LangChain","optional":true},{"name":"Langfuse","optional":true},{"name":"LangGraph","optional":true},{"name":"Microsoft Entra ID","optional":true},{"name":"OpenAI Agents SDK","optional":true},{"name":"OpenTelemetry","optional":true},{"name":"Promptfoo","optional":true},{"name":"Spark","optional":true}],"status":"live","first_seen_at":"2026-10-06T00:00:00Z","employer_posted_date":"2026-10-17","last_verified_at":"2026-10-18T02:23:58Z","board_verified":true,"closed_at":null,"days_open":12,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":12},"description":"Who 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 30+ countries, we build for boundless impact-touching billions of lives in the process. Visit us at .\nSummary: UST is lookingSenior AI / Python Engineer to build and enhance an enterprise AI platform that connects ChatGPT Enterprise with governed business data. The role involves developing AI agents, MCP integrations, prompt engineering, orchestration frameworks, observability, and scalable cloud-native services.\nKey Responsibilities\nDesign and develop AI/LLM solutions using Python and agent-based architectures.Build multi-agent orchestration, semantic routing, and retrieval frameworks.Develop and optimize prompts, agent instructions, and RAG pipelines.Enhance MCP server capabilities and integrate enterprise data sources.Implement observability, evaluation, and monitoring for AI applications.Manage CI/CD pipelines, cloud deployments, and production releases.\nOptimize AI platform performance, scalability, security, and cost.\nCollaborate with product, security, infrastructure, and business teams.\nRequired Skills\n6+ years of experience in Python development.\nStrong experience with Generative AI, LLMs, Prompt Engineering, Agentic AI, and RAG.\nExpertise in Python, REST APIs, SQL, PySpark, and Databricks.\nExperience with AWS (EKS, S3, CloudWatch, DynamoDB, Redis).\nHands-on experience with Docker, Kubernetes, and CI/CD pipelines.Knowledge of OAuth 2.0, OIDC, and enterprise security practices.Strong problem-solving and communication skills.Preferred Skills\nMCP/FastMCP, OpenAI Agents SDK, LangChain, or LangGraph.Langfuse, OpenTelemetry, Promptfoo.Azure AD / Entra ID.Databricks Unity Catalog governance.Experience optimizing AI workloads for cost, latency, and reliability.Technology Stack\nPython 3.11, Generative AI, OpenAI Agents SDK, MCP/FastMCP, Databricks, AWS, Kubernetes, Docker, Langfuse, Promptfoo, GitHub Actions, SQL, PySpark, Azure AD.\nMandatory Skills: Python, Generative AI, LLMs, Agentic AI, Prompt Engineering, RAG, Databricks, AWS, Kubernetes, MCP/FastMCP.\nWhat We Offer\nOpportunity to work on cutting-edge software powering advanced electron microscopy solutions.Collaboration with global R&D teams.\nExposure to high-performance scientific and semiconductor technologies.\nContinuous learning and career growth in an innovative environment.\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.\nUST reserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance.\n• To support and promote the values of UST.\n• Comply with all Company policies and procedures","description_format":"text","description_chars":4025,"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":["Continuous learning"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","IT Consulting & Digital Transformation","IT Outsourcing & Dedicated Teams"],"lifecycle":[{"event":"open","at":"2026-10-17T06:35:48Z"}],"visa":[],"liveness":{"score":53,"band":"ok","label":"Likely open","p_open":1,"p_active":0.708,"p_room":0.75,"age_days":12,"expected_fill_days":14,"reasons":["conf:2","win:late","comp:brand"],"computed_at":"2026-10-18T05:12:51Z"},"pay":null,"html_url":"https://alion.io/job/ust-lead-i-ml-engineering","json_url":"https://alion.io/job/ust-lead-i-ml-engineering.json","meta":{"generated_at":"2026-10-18T05:12:51Z","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":7872,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-19T00:00:00Z"}},"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-engineering"},{"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-engineering"},{"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-engineering"},{"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-engineering\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fust-lead-i-ml-engineering"}]}