{"id":3462660,"url":"https://alion.io/job/ust-lead-i-ml-engineering-6","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":"services","is_intermediary":false,"listed_via":null,"ats_vendor":"RippleHire","truth_index":{"grade":"B","score":76,"open_postings":101,"ghost_share":0,"stale_share":0.97,"repost_share":0,"time_to_fill_p50_days":34,"computed_at":"2026-11-06T05:58:05Z"}},"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":18500,"max_usd":48000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":47},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agile","optional":false},{"name":"Angular","optional":false},{"name":"Computer Vision","optional":false},{"name":"Hibernate","optional":false},{"name":"Java","optional":false},{"name":"Machine Learning","optional":false},{"name":"NumPy","optional":false},{"name":"OCR","optional":false},{"name":"OpenCV","optional":false},{"name":"Oracle","optional":false},{"name":"Pandas","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Rest API","optional":false},{"name":"Scikit-learn","optional":false},{"name":"Scrum","optional":false},{"name":"Spring Boot","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false},{"name":"Amazon SageMaker","optional":true},{"name":"AWS","optional":true},{"name":"Azure","optional":true},{"name":"Bitbucket","optional":true},{"name":"CI/CD","optional":true},{"name":"Docker","optional":true},{"name":"ETL/ELT","optional":true},{"name":"GCP","optional":true},{"name":"Git","optional":true},{"name":"Groovy","optional":true},{"name":"JavaScript","optional":true},{"name":"Jenkins","optional":true},{"name":"Kubeflow","optional":true},{"name":"Kubernetes","optional":true},{"name":"MLFlow","optional":true},{"name":"NLP","optional":true},{"name":"TypeScript","optional":true},{"name":"Vertex AI","optional":true}],"status":"live","first_seen_at":"2026-10-01T00:00:00Z","employer_posted_date":"2026-10-29","last_verified_at":"2026-11-06T17:34:47Z","board_verified":true,"closed_at":null,"days_open":36,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":36},"description":"Who we are:\nAt UST, we help the world’s best organizations grow and succeed through transformation. Bringingtogether the right talent, tools, and ideas, we work with our client toco-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 UST.com. \nSummary: UST is looking for a strong hands-on AI/ML Fullstack Engineer with 5 to 8 years of overall experience, combining applied AI/ML expertise (SciKit-learn, Deep Learning, Computer Vision), Java Fullstack development, and deep Oracle Revenue Management and Billing (ORMB) domain knowledge to automate enrollment and billing processes for healthcare platforms.\nThe Opportunity: · Design, build, and productionize machine learning models and intelligent automation to improve billing accuracy, enrollment processing, and document/image handling. · Deliver and support Oracle Revenue Management and Billing (ORMB) configuration, Java microservices, and modern UI components. · Manage the end-to-end ML lifecycle from data preparation, model training, and evaluation to deployment, monitoring, and retraining. · Translate complex technical and functional requirements into robust ML models, APIs, and ORMB/Java solutions. · Resolve technical issues and errors during development, batch execution, and production support. · Act as a Point of Contact (POC), mentor junior associates, and collaborate effectively with onshore/offshore stakeholders in an Agile SCRUM environment. ·· Ensure adherence to coding, model governance, and testing standards through design and code reviews.\nWhat you need: ·· 5 to 8 years of overall IT experience, including 3+ years of hands-on Machine Learning / Deep Learning development. ·· Strong expertise in US healthcare Enrollment & Billing and Member Billing processes (group/individual enrollment, premium billing, invoicing, payments, adjustments, delinquency, reconciliation). ·· Strong logical, analytical, and problem-solving skills with the ability to work independently and meet strict timelines. ·· Excellent communication and stakeholder-management skills to articulate work and collaborate with cross-functional teams (including Elevance Health vendors). ·· Flexibility to extend work hours as per project demand when necessary.\nRequired Skills: ·· Applied AI/ML & Deep Learning: Python, SciKit-learn, TensorFlow/PyTorch, Pandas, and NumPy ·· Computer Vision: OpenCV, CNNs, OCR, and document image processing (enrollment forms/billing extraction) · Java Fullstack Development: Java 8+/11+, Spring Boot, REST microservices, Hibernate/JPA, Angular or React · Oracle Revenue Management and Billing (ORMB): Customer, Account, Billing, Payments, Rating/Pricing configuration, Algorithms, Batch jobs, and Plug-in scripts · Data & SQL: Strong SQL and Oracle database skills for data extraction, feature engineering, and validation · End-to-End ML Lifecycle: Data prep, training, evaluation, REST/batch deployment, monitoring, and retraining\nDesired Skills: · Cloud ML Platforms & Containerization: AWS SageMaker, Azure ML, GCP Vertex AI, Docker, Kubernetes · GenAI, NLP & MLOps: Generative AI / LLMs, MLflow, Airflow, Kubeflow · ORMB Customizations: Java/Groovy customizations, Business Services, BPA scripts, Zones, Portals, and Web Services/API integrations · Tools & CI/CD: ETL tools, Control-M / schedulers, Jenkins, Git, Bitbucket · Healthcare Domain: US healthcare payer domain experience (ASO/Fully Insured, Medicare/Medicaid)\nQualification: · Bachelor’s or master’s degree in Computer Science, Engineering, Information Systems, or a related field (or equivalent professional 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.\n\n Equal Employment Opportunity Statement\n\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.\n\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.\n\nUSTreserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance.\n\n• To support and promote the values of UST.\n• Comply with all Company policies and procedures","description_format":"text","description_chars":5235,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":true},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","Information Technology","IT Consulting & Digital Transformation","IT Outsourcing & Dedicated Teams"],"lifecycle":[{"event":"open","at":"2026-10-29T14:25:45Z"}],"visa":[],"liveness":{"score":32,"band":"fade","label":"Fading","p_open":1,"p_active":0.584,"p_room":0.55,"age_days":36,"expected_fill_days":34,"reasons":["conf:1","stale_co","velocity","win:tail","comp:brand"],"computed_at":"2026-11-06T05:58:05Z"},"pay":null,"html_url":"https://alion.io/job/ust-lead-i-ml-engineering-6","json_url":"https://alion.io/job/ust-lead-i-ml-engineering-6.json","meta":{"generated_at":"2026-11-06T19:32:19Z","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":2957,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-07T00:00:00Z"}},"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-6"},{"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-6"},{"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-6"},{"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-6\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fust-lead-i-ml-engineering-6"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3462660}},{"tool":"search_jobs","arguments":{"company":"ust.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3462660},"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. 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