{"id":3448656,"url":"https://alion.io/job/ust-specialist-i-ml-engineering-2","title":"Specialist 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":75,"open_postings":110,"ghost_share":0,"stale_share":0.982,"repost_share":0,"time_to_fill_p50_days":32,"computed_at":"2026-11-02T06:13:15Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","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":8000,"max_usd":21000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":18},"experience_years_min":12,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Amazon ECS","optional":false},{"name":"Amazon EKS","optional":false},{"name":"Amazon S3","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"AWS Bedrock","optional":false},{"name":"AWS Lambda","optional":false},{"name":"DynamoDB","optional":false},{"name":"FastAPI","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Docker","optional":true},{"name":"Knowledge Graph","optional":true},{"name":"Kubeflow","optional":true},{"name":"Kubernetes","optional":true},{"name":"LangChain","optional":true},{"name":"LlamaIndex","optional":true},{"name":"MLFlow","optional":true},{"name":"Semantic Search","optional":true}],"status":"live","first_seen_at":"2026-10-29T09:55:24Z","employer_posted_date":"2026-10-29","last_verified_at":"2026-11-02T04:09:11Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"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 clients 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 UST.com.\nSummary:\nUST is looking for a GenAI Architect - Life Sciences with deep expertise in Generative AI, Agentic AI, Python, FASTAPI, AWS Cloud, and Software Architecture. The ideal candidate will have 12+ years of experience designing and delivering large-scale enterprise applications, with mandatory experience in the Life Sciences domain, including Pharmaceuticals, Biotechnology, Medical Devices, Diagnostics, Clinical Research, Pharmacovigilance, or Digital Health solutions.\nThe role demands a hands-on architect who can define solution strategy, drive architecture decisions, build cloud-native AI applications, and lead delivery teams while collaborating with business and technical stakeholders.\nThe Opportunity:\nAs a GenAI Architect - Life Sciences, you will lead the design and implementation of scalable, secure, and enterprise-grade AI solutions leveraging large language models (LLMs), AI agents, cloud technologies, and modern software engineering practices. You will partner with cross-functional teams to solve complex business problems across Life Sciences and Healthcare domains.\nKey Roles & ResponsibilitiesArchitecture & DesignDefine and implement scalable, secure, and high-performance architectures for GenAI and Agentic AI solutions.Design APIs, microservices, and distributed systems using Python and FASTAPI.Establish architectural standards, design patterns, and best practices for enterprise AI platforms.\nDesign AI-powered solutions for Life Sciences use cases including:Clinical Research\nPharmacovigilance\nRegulatory Affairs\nMedical Affairs\nDiagnostics & Digital Health\nScientific Data Management\n\nDevelopment & Implementation\nDevelop AI-driven applications and services using Python and modern frameworks.\nBuild, integrate, and orchestrate LLMs, RAG pipelines, and AI agents within enterprise ecosystems.\nApply MLOps and DevOps practices for efficient deployment, monitoring, and maintenance of AI solutions.\nDevelop GenAI-powered capabilities such as:Scientific literature summarization\nMedical content generation\nDocument intelligence\nKnowledge management\nWorkflow automation\n\nCloud & InfrastructureDesign and deploy cloud-native AI applications using AWS services including Lambda, ECS/EKS, S3, DynamoDB, Bedrock, SageMaker, and related services.Optimize solutions for scalability, resiliency, performance, and cost efficiency.Implement enterprise security, governance, compliance, and observability frameworks.Ensure solutions comply with Life Sciences data privacy and regulatory requirements.Leadership & CollaborationOperate as a proactive individual contributor with ownership of architecture and delivery.Provide technical leadership, mentoring, and architectural governance across teams.Collaborate with product owners, data scientists, engineers, business stakeholders, and Life Sciences SMEs.Drive innovation and adoption of emerging GenAI and Agentic AI technologies.Problem Solving & InnovationTroubleshoot and resolve complex technical and architectural challenges.Evaluate emerging AI technologies, frameworks, and best practices.Promote continuous improvement and innovation across AI platforms and products.What You Need\nRequired QualificationsBachelor's or Master's degree in Computer Science, Engineering, Information Technology, or a related discipline.12+ years of software development and architecture experience.Strong hands-on expertise in Python development.Proven experience building production-grade APIs and services using FASTAPI.Extensive experience with AWS cloud platforms and cloud-native architectures.Experience designing and implementing large-scale distributed systems.LLMsRAG ArchitecturesAI AgentsPrompt EngineeringOrchestration FrameworksExperience building enterprise applications with scalability, security, and reliability considerations.Excellent communication, leadership, and stakeholder management skills.Strong analytical, troubleshooting, and problem-solving abilities.Ability to lead teams while remaining hands-on with architecture and development.Mandatory Domain ExperienceCandidate must possess hands-on experience in one or more of the following Life Sciences areas:\nPharmaceuticalsBiotechnologyMedical Devices / IVDClinical Trials & Clinical ResearchPharmacovigilanceRegulatory AffairsHealthcare Data PlatformsDigital Health SolutionsAdditionally, candidates should demonstrate a strong understanding of:\nLife Sciences business processes\nRegulatory and compliance requirements\nHealthcare and scientific data ecosystems\nIndustry-specific workflows and standards\nRequired Skills\nGenerative AI\nAgentic AI\nLarge Language Models (LLMs)\nRetrieval Augmented Generation (RAG)\nPython\nFASTAPI\nAWS Cloud Services\nSoftware Architecture\nCloud-Native Development\nMicroservices Architecture\nDistributed Systems\nAPI Design & Development\nLife Sciences Domain Expertise\nClinical Research & Healthcare Analytics\nDesired Skills\nLangChain\nLlamaIndex\nAWS Bedrock\nSageMaker\nDocker\nKubernetes\nMLOps\nMLflow\nKubeflow\nEvent-Driven Architecture\nObservability & Monitoring\nAI Governance\nData Privacy & SecurityRegulatory Compliance (GxP, FDA, EMA)Knowledge Graphs and Semantic SearchQualification\nBachelor's degree in Computer Science, Engineering, Information Technology, or related field.Master's degree preferred.Relevant AWS, GenAI, Cloud, or Architecture certifications are an added advantage.What 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. Today, those same values inspire us to encourage innovation, champion diversity and inclusion, and place people at the center of everything we do.\nHumilityWe will listen, learn, be empathetic, and help selflessly in our interactions with everyone.\nHumanityThrough business, we will better the lives of those less fortunate than ourselves.\nIntegrityWe honor 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, color, 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 organizational requirements and/or individual performance.\nSupport and promote UST values.Comply with all company policies and procedures.","description_format":"text","description_chars":7151,"description_truncated":false,"requirements":{"experience_years_min":12,"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","Biotechnology","Information Technology","IT Outsourcing & Dedicated Teams"],"lifecycle":[{"event":"open","at":"2026-10-29T09:55:24Z"}],"visa":[],"liveness":{"score":63,"band":"ok","label":"Likely open","p_open":1,"p_active":0.632,"p_room":1,"age_days":3,"expected_fill_days":32,"reasons":["conf:2","stale_co","velocity","win:early","comp:junior,brand"],"computed_at":"2026-11-02T06:13:15Z"},"pay":null,"html_url":"https://alion.io/job/ust-specialist-i-ml-engineering-2","json_url":"https://alion.io/job/ust-specialist-i-ml-engineering-2.json","meta":{"generated_at":"2026-11-02T06:29:10Z","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":9366,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-03T00:00:00Z"}},"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-specialist-i-ml-engineering-2"},{"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-specialist-i-ml-engineering-2"},{"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-specialist-i-ml-engineering-2"},{"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-specialist-i-ml-engineering-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fust-specialist-i-ml-engineering-2"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3448656}},{"tool":"search_jobs","arguments":{"company":"ust.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3448656},"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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