{"id":2156658,"url":"https://alion.io/job/malbon-golf-data-analyst-engineer","title":"Data Analyst / Engineer","company":{"id":679013,"name":"Malbon Golf","domain":"malbon.com","url":"https://alion.io/company/malbon","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Greenhouse","truth_index":{"grade":"B","score":75,"open_postings":4,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-10T05:45:15Z"}},"role":"Data Science","role_family":"Data Science","seniority":"middle","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Santa Monica, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":120000,"max":140000,"currency":"USD","period":"year","gross":null,"usd_annual":140000},"salary_estimate":null,"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":true,"technologies":[{"name":"Amazon Redshift","optional":false},{"name":"BigQuery","optional":false},{"name":"Databricks","optional":false},{"name":"dbt","optional":false},{"name":"Dimensional Modeling","optional":false},{"name":"Git","optional":false},{"name":"Google BigQuery","optional":false},{"name":"Snowflake","optional":false},{"name":"SQL","optional":false},{"name":"A/B Testing","optional":true},{"name":"ETL/ELT","optional":true},{"name":"Python","optional":true}],"status":"live","first_seen_at":"2026-10-09T04:49:38Z","employer_posted_date":"2026-10-09","last_verified_at":"2026-10-10T22:08:11Z","board_verified":true,"closed_at":null,"days_open":1,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":1},"description":"Malbon is hiring a Data Analyst/Engineer to join our Digital team! This role will be based out of our HQ in Santa Monica, CA and report directly to our Director of Growth Marketing. This person will own both sides of the data: building the data models and presenting analysis to business stakeholders (this is not a reporting-only or pipeline-only role). \nLocation: Malbon HQ is based in Santa Monica, CA. We are currently operating from a hybrid work schedule of 3 days a week in-office.\nWhat You’ll Do\nData Infrastructure & Modeling\nBuild and maintain the pipelines that bring Shopify, ad platform, Klaviyo, GA4, retail/POS, and ERP data into a central warehouse\nDesign and own the transformation layer, from staging through mart, with dimensional models, version control, and automated testing\nOwn the source-of-truth datasets other teams build on; define and document the business logic behind every core metric\nWork in a Git-based analytics workflow: branch, review, test, and deploy model changes rather than editing production directly\nMonitor pipeline runs and triage failures; tune warehouse cost and query performance through materialization strategy, incremental models, and refresh scheduling\nReporting & Self-Serve BI\nBuild and maintain dashboards across ecommerce, marketing, merchandising, retail, and finance\nEstablish KPI definitions and reporting standards so the organization works from one version of each number\nDeliver the recurring reporting cadence: daily trading, weekly performance, and monthly business review\nData Quality, Reconciliation & Documentation\nOwn reconciliation across every channel revenue comes through (web, POS, retail, app, exchanges, and international) so totals hold up\nValidate that reported figures match source systems before they reach leadership; investigate and resolve discrepancies\nMaintain documentation, data lineage, and metric definitions so the work is durable and easy for others to build on\nIdentify where AI and automation can take on repetitive data work, such as reconciliation checks, documentation, and routine analysis, and put those workflows into production\nFlag where the data cannot support a conclusion rather than producing a number that looks confident\nBusiness Analysis & Insight\nChannel efficiency, incrementality, and the gap between platform-reported and actual contribution\nCustomer analysis: cohorts, retention, repeat rate, LTV, and CAC payback by acquisition source\nMerchandising and inventory analysis: sell-through, size curves, markdown impact, and demand signals for planning\nDesign and measure experiments across site tests, campaign tests, and product launches, and report results with stated confidence\nPartner with Finance on forecasting, unit economics, and channel profitability\nWhat You’ll Bring\n4+ years in a data analyst, analytics engineer, or business intelligence role, with meaningful time at a DTC or ecommerce brand\nBachelor's degree in a quantitative field or equivalent practical experience\nDirect experience with ecommerce source data, including Shopify order and customer schemas, ad platform reporting, and an email/SMS platform\nAdvanced SQL, including CTEs, window functions, and query optimization against large tables\nHands-on experience with a transformation framework (dbt or equivalent) and a cloud data warehouse (Snowflake, BigQuery, Redshift, or Databricks)\nFluency in a modern BI tool and the ability to build a semantic model, not just individual charts; Omni experience a plus\nUnderstanding of ecommerce and DTC unit economics: contribution margin, CAC payback, cohort retention, and sell-through\nWorking knowledge of digital attribution and its limits, with the ability to reconcile platform-reported conversions against order data and explain the difference\nRigorous validation habits: checks date windows, denominators, and channel scope before reporting a number\nClearly separates what is observed from what is inferred, and speaks up when the data won't support a conclusion\nClear communication to non-technical stakeholders\nSelf-directed and comfortable as one of the first dedicated data hires, building without an established playbook\nNice to Have\nApparel, fashion, or lifestyle brand experience; exposure to retail/POS or wholesale data\nPython for analysis and automation\nDemonstrated working habit with AI tools for analysis, code, and documentation\nExposure to reverse ETL, customer data platforms, and pushing audiences and attributes back into marketing tools\nExperiment design and measurement: A/B tests, holdouts, and statistical significance\nCompensation\nThis is a full-time position with an expected salary range of $120,000-$140,000. Compensation decisions are determined using a variety of job-related factors such as skill set, geographic location, market demands, experience, and education / certifications. If we extend an offer for employment, we will consider all individual qualifications.\nPerks & Benefits\nBenefits: Competitive plans for Medical, Dental, Vision \n401(k) + matching\nAnnual RSU grant\nGenerous PTO policy + observed holiday calendar \nMonthly mobile/internet stipend\nEmployee discount for eligible Malbon products\nDiversity & Inclusion\nAt Malbon, we celebrate individuality. Our team is built on inclusivity, creativity, and community. We’re committed to fostering a diverse workplace where every employee feels welcomed, respected, and empowered to grow.","description_format":"text","description_chars":5411,"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":["Hybrid work"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Brewing & Beer","Apparel & Fashion Brands","Sporting Goods","Cardiovascular Devices"],"lifecycle":[{"event":"open","at":"2026-10-09T06:51:44Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"Filed H-1B visas in the last two years","filings_12m":0,"filings_prev_12m":2,"green_card_filings_12m":0,"median_offered_wage_usd":null,"route":null,"cap_exempt":false,"checked_at":"2026-10-03T21:08:04+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":0}],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":1,"expected_fill_days":37,"reasons":["conf:0","win:early"],"computed_at":"2026-10-10T05:45:15Z"},"pay":{"stated_usd_annual":140000,"is_top_pay":true},"html_url":"https://alion.io/job/malbon-golf-data-analyst-engineer","json_url":"https://alion.io/job/malbon-golf-data-analyst-engineer.json","meta":{"generated_at":"2026-10-11T00:42:05Z","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","counted_by":"address","units_charged":1,"used_today":845,"day_limit":5000,"remaining_today":4155,"minute_limit":60,"resets_at":"2026-10-12T00:00:00Z"}},"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":679013},"rest":"https://alion.io/mcp/rest/get_company?id=679013"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmalbon-golf-data-analyst-engineer"},{"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%2Fmalbon-golf-data-analyst-engineer"},{"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%2Fmalbon-golf-data-analyst-engineer"},{"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/malbon-golf-data-analyst-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmalbon-golf-data-analyst-engineer"}]}