{"id":2872827,"url":"https://alion.io/job/ecolab-lead-ai-engineer-4","title":"Lead AI Engineer","company":{"id":1754712,"name":"Ecolab","domain":"ecolab.com","url":"https://alion.io/company/ecolab-com","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":82,"open_postings":145,"ghost_share":0,"stale_share":0.917,"repost_share":0,"time_to_fill_p50_days":12,"computed_at":"2026-10-20T05:45:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"lead","employment_type":"full_time","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":27000,"max_usd":73000,"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":"A2A","optional":false},{"name":"AI Agents","optional":false},{"name":"AutoGen","optional":false},{"name":"Azure","optional":false},{"name":"Azure DevOps","optional":false},{"name":"CI/CD","optional":false},{"name":"Datadog","optional":false},{"name":"Docker","optional":false},{"name":"FAISS","optional":false},{"name":"FastAPI","optional":false},{"name":"Function Calling","optional":false},{"name":"GitHub","optional":false},{"name":"Google AI Studio","optional":false},{"name":"LangChain","optional":false},{"name":"LLM","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"Multi-Agent Systems","optional":false},{"name":"New Relic","optional":false},{"name":"OpenAI","optional":false},{"name":"OpenTelemetry","optional":false},{"name":"Pinecone","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Semantic Kernel","optional":false},{"name":"Tool Use","optional":false},{"name":"Weaviate","optional":false},{"name":"Copilot Studio","optional":true},{"name":"LLM Guardrails","optional":true},{"name":"Machine Learning","optional":true}],"status":"live","first_seen_at":"2026-04-24T00:00:00Z","employer_posted_date":"2026-04-24","last_verified_at":"2026-10-20T18:12:51Z","board_verified":true,"closed_at":null,"days_open":179,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":179},"description":"ROLE SUMMARY\nAs a Lead AI Engineer, you will own the architecture and delivery of GenAI-based systems that integrate large language models (LLMs), multi-agent workflows, and embedding-powered retrieval solutions. You will guide cross-functional pods, define engineering standards, and drive innovation through scalable, production-grade intelligent applications. You will lead a team of associates both functionally and admin responsibilities.\nKEY RESPONSIBILITIES\nArchitect enterprise-grade GenAI systems using modular LLM APIs, agent orchestration frameworks, and embedding pipelines\nDesign and implement autonomous agent workflows with context management, multi-agent coordination, and task delegation\nOptimize performance, latency, and accuracy through experimentation with prompt strategies, retrieval layers, and caching logic\nLead solution reviews, enforce prompt safety and governance, and ensure alignment with security protocols\nCollaborate with platform, product, and engineering leads to define reusable patterns and scalable AI capabilities\nGuide engineering pods on GenAI design principles, system reliability, and prompt lifecycle management\nBuild and maintain reusability assets - SDKs, templates, shared agent logic - to accelerate delivery velocity across teams\nStay up to date with advancements in LLM tooling, orchestration abstractions, and prompt optimization techniques\nRequired Qualifications\n6 to 8+ years of experience in software, AI, or ML engineering roles, including significant experience designing, delivering, and operating production-grade GenAI or agentic AI applications\nProven experience leading the technical delivery of LLM-powered products or agent-based solutions, including solution design, engineering guidance, and operational readiness\nStrong technical foundation in Python and modern backend engineering patterns, with practical experience building AI-enabled application services and APIs\nHands-on experience with Azure OpenAI, Azure AI Studio, Semantic Kernel, LangChain, AutoGen, or equivalent platforms and orchestration frameworks, including real-world use of LLM APIs, prompt workflows, tool calling, and agent coordination\nStrong experience designing and implementing retrieval-augmented generation (RAG) and vector-based patterns using platforms such as Azure AI Search, Pinecone, Weaviate, FAISS, or equivalent\nExperience building and deploying cloud-native AI services using technologies such as Azure Functions, Azure Container Apps, FastAPI, Docker, Azure DevOps, GitHub, or equivalent engineering and deployment platforms\nSolid understanding of CI/CD, containerization, automated testing, and production deployment practices for AI-driven systems\nPractical experience with observability and operational tooling such as Application Insights, OpenTelemetry, Azure Monitor, Datadog, New Relic, or equivalent, including monitoring of reliability, latency, and cost\nExposure to Model Context Protocol (MCP), agent-to-agent (A2A) interaction patterns, or similar context-sharing and distributed agent communication approaches\nStrong ownership mindset across the full SDLC, including design, build, deployment, support, reliability improvement, and long-term maintainability\nProven ability to raise engineering quality through code reviews, technical mentoring, design guidance, and reuse of shared patterns and components\nStrong collaboration and communication skills, with the ability to work effectively across engineering, architecture, product, and platform teams\nPreferred Qualifications\nExperience leading the design or implementation of agentic AI workflows involving multi-step reasoning, tool orchestration, and reusable orchestration patterns\nExperience with Microsoft AI Foundry, Azure Machine Learning, Azure AI / Copilot Studio, or equivalent platforms used for enterprise AI solution development and experimentation\nFamiliarity with enterprise integration and application ecosystems, including AI integration with APIs, workflow platforms, and downstream business systems\nExperience contributing to reusable GenAI accelerators, prompt libraries, orchestration templates, internal AI developer platforms, or engineering toolkits\nFamiliarity with AI governance, safety, observability, and cost-management tooling, including token usage analytics, quality evaluation, and guardrail implementation\nExperience supporting technical direction for other engineers through architecture reviews, implementation guidance, and technical mentoring\nAbility to communicate complex technical decisions clearly to both engineers and non-technical stakeholders\nExperience operating in a build-own-operate product environment with strong expectations around reliability, supportability, and continuous improvement","description_format":"text","description_chars":4761,"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":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Cleaning & Household Products","Chemical Manufacturing","Food Safety","Sterilization & Infection Control"],"lifecycle":[{"event":"open","at":"2026-10-19T20:22:06Z"}],"visa":[],"liveness":{"score":3,"band":"cold","label":"Long shot","p_open":1,"p_active":0.11,"p_room":0.28,"age_days":179,"expected_fill_days":12,"reasons":["conf:2","stale_co","evergreen","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/ecolab-lead-ai-engineer-4","json_url":"https://alion.io/job/ecolab-lead-ai-engineer-4.json","meta":{"generated_at":"2026-10-20T19:53:21Z","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":22979,"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":1754712},"rest":"https://alion.io/mcp/rest/get_company?id=1754712"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fecolab-lead-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%2Fecolab-lead-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%2Fecolab-lead-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/ecolab-lead-ai-engineer-4\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fecolab-lead-ai-engineer-4"}]}