{"id":3802462,"url":"https://alion.io/job/apple-business-analytics-developer-people-analytics","title":"Business Analytics Developer, People Analytics","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":89,"open_postings":812,"ghost_share":0,"stale_share":0.222,"repost_share":0.004,"time_to_fill_p50_days":90,"computed_at":"2026-11-07T05:47:08Z"}},"role":"Analytics","role_family":"Analytics","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":["Shanghai, China"],"countries":["CN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"MySQL","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Python","optional":false},{"name":"Snowflake","optional":false},{"name":"SQL","optional":false},{"name":"Tableau","optional":false},{"name":"NumPy","optional":true},{"name":"Pandas","optional":true}],"status":"live","first_seen_at":"2026-08-05T11:11:44Z","employer_posted_date":"2026-11-06","last_verified_at":"2026-11-07T12:32:44Z","board_verified":true,"closed_at":null,"days_open":94,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":94},"description":"At Apple, our greatest resource is our people, and the People Analytics Team is dedicated to ensuring Apple's employees are able to do the best work of their lives.\nThe People Analytics team is looking for a versatile, self-driven developer who has hands-on depth across data analysis, business analysis, and analytics product development, to craft, implement, and operate solutions that have direct and measurable impact to the teams that support our people. This is a rare opportunity to be part of a dynamic team delivering analytics capabilities across the people domain, in the areas of recruitment, employee relations, people survey, talent planning, and a number of other strategic focus areas for the organisation.\nAs a professional who combines deep analytics capability with strong business analysis instincts, working with a diverse team of experts, imagine what you could do at Apple.\nDescription\nThe Business Analytics Developer will play a pivotal role in the team, working with data from the Apple enterprise data warehouse across multiple systems in the Apple HRIS landscape to derive powerful insights for leadership, and build analytics products that drive a positive employee experience across Apple. You translate complex, often ambiguous business questions into structured analytical approaches, combining strong data analysis with clear, compelling visualisations, and communicating findings in a way that directly shapes decisions. You operate with a high degree of autonomy, bringing curiosity, structure, and stakeholder confidence to every engagement.\nMinimum Qualifications\n7+ years of experience developing and maintaining analytics products and reports, using Tableau or other analytics visualisation tools, that identify meaningful data insights and drive decisions.\nStrong data analysis and business analysis skills - able to frame a business question, identify the right data, apply appropriate analytical methods, and communicate findings with clarity.\nDemonstrated ability to translate high-level, often vague business requirements into a tangible prototype to drive discussion and further iterations toward the right solution.\nStrong SQL expertise and solid working knowledge of Snowflake, MySQL, and PostgreSQL - including schema design, query optimisation, and developing optimised data sets for analytical and operational products.\nWorking knowledge of Python scripting for data processing, automation, and connecting Tableau to data sources including Snowflake.\nAbility to work independently, research newer technology areas, and innovate to produce the best analytics outcome in a given situation.\nActive team player with strong collaboration and communication skills - able to partner cross-functionally across analytics, engineering, and business teams globally and ensure visibility into the work being done.\nComfortable managing multiple priorities, setting stakeholder expectations appropriately, and proactively assessing incoming work to take the right action.\nFosters a positive, humble, and open culture in teams, consistently exhibiting Apple values of inclusion, trust, and respect for others.\nPreferred Qualifications\nBachelor's or Master's degree in a quantitative or business field - Computer Science, Information Management Systems, Data Science, Business Analytics, or a related discipline; equivalent professional experience will be fully considered.\nKnowledge of Python data processing and analysis libraries such as NumPy and Pandas - applied to data preparation, statistical analysis, and augmenting Tableau analytics products with programmatic data transformations.\nFamiliarity with HR analytics and reporting tools for measuring HR performance and employee satisfaction across the hire-to-retire lifecycle.\nExperience with the application of AI-assisted analytics tooling to improve the speed and quality of people insights.\nExperience working with employee data and HR systems in a large enterprise environment.\nExperience working across multiple geographies and cultures within a global organisation.","description_format":"text","description_chars":4064,"description_truncated":false,"requirements":{"experience_years_min":7,"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":["Operating Systems","Laptops","Smartwatches & Fitness Trackers","Tablets"],"lifecycle":[{"event":"open","at":"2026-11-05T12:02:26Z"},{"event":"close","at":"2026-11-06T18:41:53Z"},{"event":"reopen","at":"2026-11-06T23:40:21Z"}],"visa":[],"liveness":{"score":41,"band":"fade","label":"Fading","p_open":1,"p_active":0.937,"p_room":0.44,"age_days":93,"expected_fill_days":90,"reasons":["conf:1","urgency","velocity","win:tail","crowd:brand"],"computed_at":"2026-11-07T05:47:08Z"},"pay":null,"html_url":"https://alion.io/job/apple-business-analytics-developer-people-analytics","json_url":"https://alion.io/job/apple-business-analytics-developer-people-analytics.json","meta":{"generated_at":"2026-11-07T16:18:07Z","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":22904,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-08T00:00:00Z"}},"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":12},"rest":"https://alion.io/mcp/rest/get_company?id=12"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fapple-business-analytics-developer-people-analytics"},{"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%2Fapple-business-analytics-developer-people-analytics"},{"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%2Fapple-business-analytics-developer-people-analytics"},{"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-business-analytics-developer-people-analytics\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fapple-business-analytics-developer-people-analytics"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3802462}},{"tool":"search_jobs","arguments":{"company":"apple.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3802462},"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); 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