{"id":4079279,"url":"https://alion.io/job/apple-ai-engineer-supply-demand-management","title":"AI Engineer (Supply Demand Management)","company":{"id":12,"name":"Apple","domain":"apple.com","url":"https://alion.io/company/apple","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Apple Jobs","truth_index":{"grade":"A","score":90,"open_postings":824,"ghost_share":0,"stale_share":0.214,"repost_share":0.006,"time_to_fill_p50_days":122,"computed_at":"2026-11-11T05:49:22Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Shanghai, China"],"countries":["CN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"CI/CD","optional":false},{"name":"FastAPI","optional":false},{"name":"Function Calling","optional":false},{"name":"Gemini","optional":false},{"name":"GraphQL","optional":false},{"name":"gRPC","optional":false},{"name":"LLM","optional":false},{"name":"Pytest","optional":false},{"name":"Python","optional":false},{"name":"Rest API","optional":false},{"name":"AutoGen","optional":true},{"name":"CrewAI","optional":true},{"name":"LangChain","optional":true},{"name":"LlamaIndex","optional":true}],"status":"live","first_seen_at":"2026-05-11T02:31:16Z","employer_posted_date":"2026-11-11","last_verified_at":"2026-11-11T16:28:00Z","board_verified":true,"closed_at":null,"days_open":184,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":184},"description":"Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other’s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It’s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you’ll do more than join something - you’ll add something.\nDescription\nWe are looking for a strong AI Engineer to build the \"hands and eyes\" of our AI agents. While LLMs are great at reasoning, they cannot act in the real world without highly reliable, well-structured tools.\nIn this role, you will be the foundational engineer behind our AI Tool Foundry-a centralized platform of Python-based functions, APIs, and wrappers that our intelligent agents use to fetch data, interact with external systems, and execute complex workflows. You will design how tools are standardized, how they are described to LLMs (via schemas and docstrings), and how we ensure agents execute them safely and predictably.\nIf you love writing pristine, highly typed Python code and are fascinated by the intersection of traditional backend engineering and modern LLM function calling, this is the role for you.\nMinimum Qualifications\nExpert-Level Python: 4+ years of professional software engineering experience, with deep expertise in Python. You should be highly proficient with modern Python paradigms, including async, type hinting, decorators, and advanced OOP/functional patterns.\nData Validation: Extensive experience using validation libraries to strictly define data models, parse inputs, and handle serialization/deserialization.\nLLM Function Calling Experience: Hands-on experience working with the function-calling or tool-use capabilities of modern LLMs (e.g., Gemini’s tools API, or open-source equivalents).\nAPI & Systems Integration: Deep experience integrating with third-party APIs (REST, GraphQL, gRPC) and handling edge cases like pagination, backoffs, and chaotic external state.\nBackend Best Practices: Strong fundamentals in API design (FastAPI/Starlette), version control, CI/CD, and writing comprehensive test suites (Pytest).\nPreferred Qualifications\nExperience with agentic frameworks (e.g., LangChain, LlamaIndex, AutoGen, CrewAI) and a strong opinion on when to use them versus when to write custom orchestration.\nFamiliarity with AST (Abstract Syntax Trees) or dynamic code execution/sandboxing (e.g., executing agent-generated Python code safely).\nExperience in designing UIUX product/solutions","description_format":"text","description_chars":2788,"description_truncated":false,"requirements":{"experience_years_min":4,"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":["Operating Systems","Laptops","Smartwatches & Fitness Trackers","Tablets"],"lifecycle":[{"event":"open","at":"2026-11-11T16:28:00Z"}],"visa":[],"liveness":{"score":18,"band":"cold","label":"Long shot","p_open":1,"p_active":0.658,"p_room":0.28,"age_days":184,"expected_fill_days":83,"reasons":["conf:4","win:tail","crowd:brand"],"computed_at":"2026-11-11T20:54:41Z"},"pay":null,"html_url":"https://alion.io/job/apple-ai-engineer-supply-demand-management","json_url":"https://alion.io/job/apple-ai-engineer-supply-demand-management.json","meta":{"generated_at":"2026-11-11T20:54:41Z","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":40864,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-12T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":12},"rest":"https://alion.io/mcp/rest/get_company?id=12"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fapple-ai-engineer-supply-demand-management"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fapple-ai-engineer-supply-demand-management"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fapple-ai-engineer-supply-demand-management"},{"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/apple-ai-engineer-supply-demand-management\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fapple-ai-engineer-supply-demand-management"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4079279}},{"tool":"search_jobs","arguments":{"company":"apple.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4079279},"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. Docs: https://alion.io/developers"}}