{"id":2131922,"url":"https://alion.io/job/apple-data-scientist-us-decision-intelligence","title":"Data Scientist, US Decision Intelligence","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":"B","score":80,"open_postings":987,"ghost_share":0,"stale_share":0.805,"repost_share":0,"time_to_fill_p50_days":47,"computed_at":"2026-10-17T05:46:00Z"}},"role":"Data Science","role_family":"Data Science","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":["Cupertino, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":171000,"max_usd":322000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":454},"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A/B Testing","optional":false},{"name":"AI Agents","optional":false},{"name":"Anomaly Detection","optional":false},{"name":"BigQuery","optional":false},{"name":"Google BigQuery","optional":false},{"name":"LLM","optional":false},{"name":"Plotly","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Snowflake","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Tableau","optional":false},{"name":"Time Series Forecasting","optional":false},{"name":"CI/CD","optional":true},{"name":"Docker","optional":true},{"name":"FastAPI","optional":true},{"name":"Git","optional":true},{"name":"Haystack","optional":true},{"name":"Knowledge Graph","optional":true},{"name":"Kubernetes","optional":true},{"name":"LangChain","optional":true},{"name":"LangSmith","optional":true},{"name":"LlamaIndex","optional":true},{"name":"Machine Learning","optional":true},{"name":"TruLens","optional":true},{"name":"Weights & Biases","optional":true}],"status":"live","first_seen_at":"2026-09-11T16:10:25Z","employer_posted_date":"2026-10-09","last_verified_at":"2026-10-17T17:31:58Z","board_verified":true,"closed_at":null,"days_open":36,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":36},"description":"Imagine what you could do here. At Apple, new ideas have a way of becoming outstanding products, services, and customer experiences very quickly. Bring passion and dedication to your job, and there's no telling what you could accomplish.\nApple’s Sales organization generates the revenue needed to fuel our ongoing development of products and services. This, in turn, enriches the lives of hundreds of millions of people around the world. We are, in many ways, the face of Apple to our largest customers.\nApple's US Decision Intelligence (DI) team is looking for a talented individual who is passionate about crafting, implementing, and operating analytical solutions that have a direct and measurable impact on Apple Sales and its customers.\nAs a Data Scientist, US Decision Intelligence, you will employ predictive modeling, data visualization, and statistical analysis techniques to build end-to-end solutions for internal stakeholders, leveraging sales performance data, market data, programs, external data, etc.\nThis role will operate in both capacities, to augment existing data solutions, as well as innovate and trailblazing data science projects, crafting analytic experiences that simplify data into insights and catalyze decision-making.\nDescription\nIn this role, you will build and scale the automated insight pipeline that powers our sales organization. You'll develop ML models that detect opportunities, diagnose performance issues, and recommend actions-then embed these insights into AI agents, dashboards, and GenAI-powered tools used by sales teams.\nYour core responsibilities include:\n- Lead end-to-end insight development: from data preparation and statistical analysis to LLM prompt engineering that translates findings into sales-ready insights.\n- Design and deploy ML models for forecasting, anomaly detection, attribution modeling, and causal inference-either building custom solutions or adapting Apple's existing ML services.\n- Build RCA and recommendation engines that enhance summarization and chatbot capabilities.\nAnalyze agent interactions and implementing LLM evaluation pipelines to measure factual accuracy, latency, and user satisfaction.\n- Support experimentation and A/B testing for new insight types and interaction methods.\n- Partner with AI engineers and PMs to scale features across regions and tools.\n- Act as a data translator, bridging the gap in expertise between technical teams, made up of data analysts, data engineers, software developers, and business stakeholders. Successfully bridging analytics and business, with the ability to speak the language of both.\n- Influence upstream data model design, drive KPI definitions, and develop your own data solutions as needed.\nMinimum Qualifications\n4+ years of experience in a Data Science, Data Analysis, or Data Visualization role.\nHands-on experience with LLMs, RAG architectures, and prompt engineering.\nStrong proficiency in Python and ML/data science libraries.\nApplied knowledge of statistical data analysis, predictive modeling, classification, Time Series techniques, sampling methods, multivariate analysis, hypothesis testing, and drift analysis.\nProficiency in SQL and experience with cloud data platforms (Snowflake, Spark, BigQuery, etc.)\nExpertise with data visualization tools (such as Tableau, d3, plotly, etc.) for data analysis and presentation. Experience with Tableau Server, TabPy, and Extensions is a plus.\nExperience with Git and collaborative development workflows.\nFamiliarity with deployment frameworks and tools (Docker, Kubernetes, FastAPI, or similar).\nComfort with ambiguity. Ability to structure complex analysis through data analysis and strategy research.\nProven ability to translate business problems into technical solutions and communicate findings to non-technical stakeholders.\nExperience co-developing with data scientists and software engineers in production environments.\nStrong time management skills with the ability to collaborate across multiple teams.\nAbility to balance competing priorities, long-term projects, and ad hoc requirements.\nBachelor’s degree in Computer Science, Statistics, Mathematics, Engineering, Economics, Applied Mathematics, Machine Learning, or a related field.\nPreferred Qualifications\nProduction experience with GenAI frameworks (LangChain, LlamaIndex, Haystack, etc.)\nFamiliarity with LLM observability and evaluation tools (LangSmith, Weights & Biases, TruLens, etc.)\nExperience with vector databases, embedding models, and retrieval algorithms\nKnowledge of agent architectures and knowledge graphs for LLM applications\nExperience with CI/CD pipelines and MLOps practices\nExperience with drift detection and model monitoring in production\nTrack record of presenting insights to senior leadership and influencing business strategy\nSound communication skills - adept at messaging domain and technical content, at a level appropriate for the audience. Strong ability to gain trust with stakeholders and senior leadership.\nAdvanced Degree (MS or Ph.D.) in Economics, Electrical Engineering, Statistics, Data Science, or a similar quantitative field.","description_format":"text","description_chars":5114,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Operating Systems","Laptops","Smartwatches & Fitness Trackers","Tablets"],"lifecycle":[{"event":"open","at":"2026-10-09T01:09:42Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 6,350 · green card filings: 37","filings_12m":6350,"filings_prev_12m":6527,"green_card_filings_12m":37,"median_offered_wage_usd":177355,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":239}],"liveness":{"score":45,"band":"ok","label":"Likely open","p_open":1,"p_active":0.601,"p_room":0.75,"age_days":35,"expected_fill_days":47,"reasons":["conf:1","stale_co","urgency","velocity","win:late","comp:brand"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/apple-data-scientist-us-decision-intelligence","json_url":"https://alion.io/job/apple-data-scientist-us-decision-intelligence.json","meta":{"generated_at":"2026-10-17T19:32:16Z","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":2832,"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":12},"rest":"https://alion.io/mcp/rest/get_company?id=12"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fapple-data-scientist-us-decision-intelligence"},{"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-data-scientist-us-decision-intelligence"},{"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-data-scientist-us-decision-intelligence"},{"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-data-scientist-us-decision-intelligence\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fapple-data-scientist-us-decision-intelligence"}]}