{"id":4161609,"url":"https://alion.io/job/total-wine-sr-data-scientist-operations-research","title":"Sr. Data Scientist- Operations Research","company":{"id":1771077,"name":"Total Wine","domain":"totalwine.com","url":"https://alion.io/company/totalwine","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Boca Raton, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":122000,"max":165000,"currency":"USD","period":"year","gross":null,"usd_annual":165000},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"GCP","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-11-12T09:23:36Z","employer_posted_date":null,"last_verified_at":"2026-11-12T09:23:36Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Total Wine & More is seeking a Senior Data Scientist, Operations Research, to lead the design and deployment of optimization and decision science solutions that drive business outcomes. The role develops production-ready models and decision systems for areas including pricing, inventory, supply chain, and marketing optimization.\n\nResponsibilities\nFormulate decision problems as mathematical optimization models (LP, MILP, MINLP), translating business constraints and objectives into structured frameworks\nDesign and implement large-scale optimization models, solving complex problems involving thousands to millions of variables and constraints\nLeverage solvers such as Gurobi (preferred) or equivalent tools to build high-performance solutions, including model tuning and performance optimization\nDevelop end-to-end decision systems, integrating optimization outputs into production workflows and business processes\nCollaborate with business stakeholders to define objective functions, constraints, and trade-offs, ensuring solutions align with real-world decision-making\nEvaluate solution quality through scenario testing, sensitivity analysis, and stress testing of optimization results\nScale and productionize models, including API development, automation, monitoring, and retraining workflows\nBuild and maintain data pipelines to support optimization models, ensuring data quality, availability, and performance at scale\nCommunicate model structure, assumptions, and results clearly to leadership, translating complex math into actionable business insights\n\nSkills\nBachelor's Degree in Operations Research, Industrial Engineering, Applied Mathematics, Computer Science, or related field or equivalent years of experience\nMaster's Degree in Operations Research, Industrial Engineering, Applied Mathematics, Computer Science, or related field or equivalent years of experience\nHands-on experience with Gurobi (strongly preferred) or similar solvers (CPLEX, OR-Tools, etc.)\nProven experience building and deploying large-scale mathematical models (LP, MILP, etc.) in production environments\nAbility to design and maintain data pipelines for large-scale modeling workflows and experience working with large, complex datasets, including feature engineering and data validation\nProficiency in Python and SQL, with emphasis on scalable, maintainable code\nFamiliarity with cloud environments (AWS, Azure, GCP) for scalable execution\n3-6 years' experience in Operations Research / Optimization or related fields preferred\n\nBenefits\nPaid Time Off (PTO)\nGenerous store discounts\nHealth care plans (medical, prescription, dental, vision)\n401(k)\nHSA\nFSA\nPre-tax commuter benefits\nDisability & life insurance coverage\nPaid parental leave\nPet insurance\nCritical illness and accident insurance\nDiscounted home and auto insurance\nCollege tuition assistance\nCareer development & product training\nConsumer classes\n\nCompany Overview\n𝐓𝐨𝐭𝐚𝐥 𝐖𝐢𝐧𝐞 & 𝐌𝐨𝐫𝐞 𝐢𝐬 𝐀𝐦𝐞𝐫𝐢𝐜𝐚‘𝐬 𝐖𝐢𝐧𝐞 𝐒𝐮𝐩𝐞𝐫𝐬𝐭𝐨𝐫𝐞®—the country‘s largest independent retailer of fine wine. It was founded in 1991, and is headquartered in Potomac, Maryland, USA, with a workforce of 5001-10000 employees. Its website is https://www.totalwine.com/.\n\nCompany H1B Sponsorship\nTotal Wine & More has a track record of offering H1B sponsorships, with 14 in 2026, 13 in 2025, 3 in 2024, 2 in 2023, 3 in 2020. Please note that this does not guarantee sponsorship for this specific role.","description_format":"text","description_chars":3412,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Insurance coverage","Life insurance","Parental leave"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Industrial Engineering"],"lifecycle":[{"event":"open","at":"2026-11-12T12:20:30Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":30,"reasons":["seen:0","win:early"],"computed_at":"2026-11-12T13:34:49Z"},"pay":{"stated_usd_annual":165000,"is_top_pay":true},"html_url":"https://alion.io/job/total-wine-sr-data-scientist-operations-research","json_url":"https://alion.io/job/total-wine-sr-data-scientist-operations-research.json","meta":{"generated_at":"2026-11-12T13:34:49Z","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":28249,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-13T00:00:00Z"}},"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":1771077},"rest":"https://alion.io/mcp/rest/get_company?id=1771077"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ftotal-wine-sr-data-scientist-operations-research"},{"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%2Ftotal-wine-sr-data-scientist-operations-research"},{"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%2Ftotal-wine-sr-data-scientist-operations-research"},{"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/total-wine-sr-data-scientist-operations-research\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ftotal-wine-sr-data-scientist-operations-research"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4161609}},{"tool":"search_jobs","arguments":{"company":"totalwine.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4161609},"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. 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