{"id":2772526,"url":"https://alion.io/job/ust-ai-engineer-4","title":"AI 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":"senior","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":23000,"max_usd":50000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":29},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Anthropic","optional":false},{"name":"Azure","optional":false},{"name":"Claude","optional":false},{"name":"Copilot","optional":false},{"name":"Few-Shot Learning","optional":false},{"name":"LangChain","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"Multi-Agent Systems","optional":false},{"name":"NLP","optional":false},{"name":"OpenAI","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"RAG","optional":false}],"status":"live","first_seen_at":"2026-09-01T00:00:00Z","employer_posted_date":"2026-10-17","last_verified_at":"2026-10-17T19:40:16Z","board_verified":true,"closed_at":null,"days_open":46,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":46},"description":"5+ years of professional experience in AI/ML development, software engineering, or testing.Hands-on experience with Copilot, Claude, OpenAI, or other LLM-based platforms.Dedicated testing and QA experience within AI/ML systems.Proven experience delivering production-grade AI applications.Experience working with multi-model AI ecosystems across OpenAI, Anthropic, Microsoft, Google, Meta, and similar platforms.Hands-on experience in designing, developing, and deploying AI-powered tools and applications in enterprise environments.Demonstrated experience implementing and managing productionized AI solutions, including monitoring, governance, scalability, and performance optimization. Experience implementing RAG (Retrieval Augmented Generation) solutions and integrating with vector databases. Exposure to MCP (Model Context Protocol) servers and AI agent frameworks.AI & Machine Learning Technologies\nLangChainLlamaIndexOpenAI APIsAnthropic APIsAzure OpenAIMicrosoft CopilotPrompt Engineering RAG (Retrieval Augmented Generation) MCP (Model Context Protocol) ServersAI Guardrails implementation and validationContext Compression and Token Optimization techniquesKey Responsibilities\nAI Development & ImplementationBuild and maintain enterprise-grade AI tools leveraging LLMs, Copilots, and AI agent frameworks.Implement AI Guardrails to ensure application safety, compliance, responsible AI usage, and security.\nDesign and optimize Context Compression strategies to reduce token consumption, improve performance, and control operational costs.\nDevelop and integrate RAG pipelines and MCP Server-based solutions to enable contextual and scalable AI experiences.\n Deploy, monitor, and maintain productionized AI solutions with appropriate observability, governance, and feedback mechanisms.\nThe candidate should possess a strong understanding of:\nLarge Language Models (LLMs)\nGenerative AI solution architecture\nRetrieval Augmented Generation (RAG)\nVector Databases\nNLP/NLU concepts\nAI Ethics and Responsible AI\nBias Detection and Mitigation\nAI Security and Data Privacy\nRegulatory Compliance Requirements\nAI Guardrails, content filtering, prompt injection prevention, and responsible AI controlsContext Compression, token management, and cost optimization strategies MCP (Model Context Protocol) architecture and AI agent integrations Best practices for production deployment, monitoring, and governance of AI solutionsRequired Technical Competencies\nAI & LLM ExpertiseMicrosoft Copilot SuiteGitHub CopilotClaude (Opus, Sonnet, Haiku)OpenAI GPT ModelsPrompt EngineeringFew-shot Learning TechniquesModel Selection & EvaluationHands-on experience building AI tools and enterprise AI applicationsDesign and implementation of AI GuardrailsContext Compression and Token Optimization techniquesRAG architecture design and implementationMCP Server integration and configurationProduction deployment and lifecycle management of AI solutionsExperience implementing AI Guardrails and Responsible AI frameworks in enterprise environments.Hands-on experience optimizing LLM applications for token efficiency, latency, and cost management.Experience working with MCP servers, AI agents, and multi-agent architectures.Experience deploying and supporting productionized AI solutions at scale. Experience building custom AI copilots, assistants, and enterprise AI tools.","description_format":"text","description_chars":3359,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","IT Outsourcing & Dedicated Teams"],"lifecycle":[{"event":"open","at":"2026-10-17T06:49:13Z"}],"visa":[],"liveness":{"score":14,"band":"cold","label":"Long shot","p_open":1,"p_active":0.484,"p_room":0.28,"age_days":46,"expected_fill_days":14,"reasons":["conf:0","win:tail","crowd:brand"],"computed_at":"2026-10-17T19:44:27Z"},"pay":null,"html_url":"https://alion.io/job/ust-ai-engineer-4","json_url":"https://alion.io/job/ust-ai-engineer-4.json","meta":{"generated_at":"2026-10-17T19:44:27Z","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":3238,"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-ai-engineer-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-ai-engineer-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-ai-engineer-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-ai-engineer-4\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fust-ai-engineer-4"}]}