{"id":2772834,"url":"https://alion.io/job/ust-lead-i-ml-engineering-4","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":{"grade":"B","score":80,"open_postings":138,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":19,"computed_at":"2026-10-20T05:45:00Z"}},"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":17000,"max_usd":46000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":44},"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"BERT","optional":false},{"name":"Databricks","optional":false},{"name":"Fine-tuning","optional":false},{"name":"GCP","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Multi-Agent Systems","optional":false},{"name":"NLP","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"TensorFlow","optional":false},{"name":"Transformers","optional":false}],"status":"live","first_seen_at":"2026-05-28T00:00:00Z","employer_posted_date":"2026-10-17","last_verified_at":"2026-10-20T09:01:00Z","board_verified":true,"closed_at":null,"days_open":145,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":145},"description":"We are seeking a highly accomplished AI Lead with 6+ years of industry experience to shape, lead, and deliver next-generation AI solutions across complex, real world problems. This role is ideal for a hands-on technical leader with deep expertise in classical Machine Learning, Generative AI, and Agentic AI systems, and a passion for building intelligent automation solutions at scale.\nThe ideal candidate will have a strong track record of leading end-to-end AI programs, delivering impactful solutions across multiple industries, and translating cutting-edge research into production-grade systems. Experience with LLMs, autonomous agents, and AI-driven workflows will be critical to success in this role.\nKey Responsibilities\nAI Program Leadership: Lead the design, execution, and delivery of complex AI initiatives from problem framing and architecture to production rollout ensuring clear business impact and measurable outcomes.Technical Thought Leadership: Act as a hands-on technical authority in ML, Deep Learning, NLP, Generative AI, and Agentic AI, guiding solution design for intelligent automation, decision intelligence, and autonomous systems.Intelligent Automation & AI Systems: Architect and drive AI-powered automation solutions using predictive models, LLMs, and agent-based workflows to solve challenging, high-value enterprise problems. Innovation & R&D: Continuously evaluate emerging AI trends, tools, and research (e.g., multi-agent systems, RAG, LLM fine-tuning, Reasoning models) and apply them pragmatically to real-world use cases.Team Leadership & Mentorship: Build, mentor, and inspire high-performing AI teams, providing technical direction, code/design reviews, and career guidance for data scientists and ML engineers.\nCross-Functional Collaboration: Work closely with product, engineering, and business stakeholders to identify AI opportunities, define solution roadmaps, and ensure seamless integration into enterprise systems.\nQuality, Reliability & MLOps: Ensure AI solutions meet high standards of accuracy, robustness, scalability, and observability through strong MLOps practices and continuous monitoring.\nStrategic Contribution: Contribute to enterprise AI strategy, capability building, and long-term roadmaps aligned with organizational growth and innovation goals.\nQualifications & Experience\nBachelor s degree in Computer Science, Engineering, Mathematics, or a related field; Master s or PhD preferred.6+ years of hands-on experience delivering AI/ML solutions, with strong depth in classical ML, deep learning, and NLP.Proven experience leading and delivering multiple large-scale AI projects from idea to production across diverse domains.Strong expertise in ML frameworks such as PyTorch, TensorFlow, Scikit-learn, and modern deep learning architectures.Demonstrated experience with Generative AI and LLMs (e.g., GPT, BERT, Transformers), including RAG, fine-tuning, and agent-based systems.Solid experience with MLOps, Databricks, and cloud-native AI platforms (Azure, AWS, GCP).Strong understanding of designing AI systems for intelligent automation, decision support, and autonomous workflows.Excellent leadership, communication, and stakeholder-management skills.Strong analytical mindset with a proven ability to solve ambiguous, high-impact problems in fast-paced environments.","description_format":"text","description_chars":3334,"description_truncated":false,"requirements":{"experience_years_min":6,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":true},"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":"2026-10-17T06:55:26Z"}],"visa":[],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.203,"p_room":0.28,"age_days":145,"expected_fill_days":19,"reasons":["conf:1","stale_co","wave","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/ust-lead-i-ml-engineering-4","json_url":"https://alion.io/job/ust-lead-i-ml-engineering-4.json","meta":{"generated_at":"2026-10-20T12:30:06Z","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":13759,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-21T00:00:00Z"}},"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-4"},{"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-4"},{"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-4"},{"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-4\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fust-lead-i-ml-engineering-4"}]}