{"id":3147289,"url":"https://alion.io/job/7-eleven-ml-lead-engineer-2","title":"ML Lead Engineer 2","company":{"id":13478,"name":"7-Eleven","domain":"7-eleven.com","url":"https://alion.io/company/7-eleven","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":81,"open_postings":58,"ghost_share":0,"stale_share":0.966,"repost_share":0,"time_to_fill_p50_days":15,"computed_at":"2026-10-27T05:46:45Z"}},"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":26000,"max_usd":68000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":47},"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Context Engineering","optional":false},{"name":"Human-in-the-Loop","optional":false},{"name":"LLM","optional":false},{"name":"CI/CD","optional":true},{"name":"Function Calling","optional":true},{"name":"LLM Evaluation","optional":true},{"name":"Machine Learning","optional":true},{"name":"NLP","optional":true},{"name":"Prompt Engineering","optional":true},{"name":"Python","optional":true},{"name":"RAG","optional":true},{"name":"Rust","optional":true},{"name":"Structured Outputs","optional":true}],"status":"live","first_seen_at":"2026-10-23T10:35:30Z","employer_posted_date":null,"last_verified_at":"2026-10-23T10:35:30Z","board_verified":false,"closed_at":null,"days_open":4,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":4},"description":"Responsibilities: \nDesign and build production-grade LLM and agentic AI systems.\nExtensive experience in context engineering and harness engineering.\nDesign agent workflows involving tools, APIs, retrieval, memory, policies, and human-in-the-loop escalation.\nBuild context engineering layers that retrieve, rank, structure, and manage business context for LLM applications.\nGood to have exposure to the Rust programming language.\nDevelop prompt, tool, and workflow orchestration patterns for reliable AI behaviour.\nCreate evaluation harnesses for LLM applications, including regression tests, golden datasets, automated scoring, trace replay, and human review workflows.\nDefine and track metrics for task success, accuracy, cost, latency, safety, and reliability.\nIntegrate LLM systems with enterprise data sources, APIs, vector databases, search systems, and operational platforms.\nImplement observability for AI systems, including tracing, prompt/version tracking, tool-call monitoring, and failure analysis.\nPartner with product, data science, engineering, analytics, security, and business teams to convert ambiguous problems into scalable AI solutions.\nLead architecture reviews, mentor engineers, and establish best practices for LLM application development.\nEvaluate models, frameworks, vendors, and infrastructure options based on quality, latency, cost, privacy, and maintainability.\n\nRequirements: \n7 - 9 years of experience in Machine learning and data modelling.\nStrong experience in machine learning engineering, software engineering, data science engineering, or AI platform development.\nHands-on experience building production ML, LLM, NLP, search, recommendation, or decision-support systems.\nStrong Python programming skills and experience building production services or APIs.\nExperience with LLM application patterns such as RAG, tool calling, structured outputs, workflow orchestration, or AI agents.\nExperience designing evaluation frameworks for ML or LLM systems.\nUnderstanding of prompt engineering, context design, retrieval quality, and model behaviour testing.\nExperience with cloud infrastructure, CI/CD, monitoring, logging, and deployment practices.\nAbility to reason about trade-offs across accuracy, latency, cost, reliability, privacy, and user experience.\nStrong communication skills and ability to lead technical work across teams.\nSkills\nLLM, ML, Python, large language model, machine learning","description_format":"text","description_chars":2429,"description_truncated":false,"requirements":{"experience_years_min":7,"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":["Retail & Shop Systems"],"lifecycle":[{"event":"open","at":"2026-10-23T10:35:30Z"}],"visa":[],"liveness":{"score":70,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.695,"p_room":1,"age_days":3,"expected_fill_days":15,"reasons":["seen:3","stale_co","urgency","velocity","win:early","comp:brand"],"computed_at":"2026-10-27T05:46:45Z"},"pay":null,"html_url":"https://alion.io/job/7-eleven-ml-lead-engineer-2","json_url":"https://alion.io/job/7-eleven-ml-lead-engineer-2.json","meta":{"generated_at":"2026-10-27T10:53:14Z","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":12775,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-28T00:00:00Z"}},"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":13478},"rest":"https://alion.io/mcp/rest/get_company?id=13478"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2F7-eleven-ml-lead-engineer-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%2F7-eleven-ml-lead-engineer-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%2F7-eleven-ml-lead-engineer-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/7-eleven-ml-lead-engineer-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2F7-eleven-ml-lead-engineer-2"}]}