{"id":947597,"url":"https://alion.io/job/audiohook-data-scientist-2","title":"Data Scientist","company":{"id":669208,"name":"Audio Hook","domain":"audiohook.com","url":"https://alion.io/company/audiohook","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":"middle","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":[],"countries":[],"hiring_countries":["US"],"hiring_countries_total":1,"salary":{"min":120000,"max":170000,"currency":"USD","period":"year","gross":null,"usd_annual":170000},"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"BigQuery","optional":false},{"name":"Google BigQuery","optional":false},{"name":"Python","optional":false},{"name":"Scikit-learn","optional":false},{"name":"Snowflake","optional":false},{"name":"SQL","optional":false},{"name":"Statsmodels","optional":false},{"name":"Wi-Fi","optional":false}],"status":"live","first_seen_at":"2026-09-15T19:59:54Z","employer_posted_date":"2026-09-15","last_verified_at":"2026-10-17T10:18:38Z","board_verified":true,"closed_at":null,"days_open":31,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":31},"description":"Role Overview\nThe Data Scientist will own the measurement science behind Audiohook's performance audio advertising platform. You'll design and run incrementality tests, build and maintain marketing mix models, and apply causal analysis to quantify how Audiohook drives outcomes for advertisers. This role combines hands-on modeling with the opportunity to shape how we prove value to customers, sharpen our bidding and optimization systems, and influence product direction. You'll collaborate closely with Engineering, Product, Sales, and Customer Success to ensure measurement isn't just statistically sound but operationally useful.\nKey Responsibilities\nMarketing Measurement & Causal Inference\nDesign and run incrementality experiments (geo, ghost bidding, holdout, PSA) that quantify Audiohook's lift for advertisers\n\nBuild, maintain, and evolve marketing mix models (MMM) and multi-touch attribution analyses across customer campaigns\n\nApply causal inference methods - difference-in-differences, synthetic controls, instrumental variables, propensity scoring - to questions that can't be answered with RCTs\n\nTranslate measurement results into clear narratives for advertisers, internal stakeholders, and the product team\n\nModeling & Analysis\nPartner with Engineering on the data and modeling layer that powers bidding, pacing, and optimization decisions\n\nDevelop and validate predictive models that improve campaign performance and platform efficiency\n\nInstrument experiments and analyses for reproducibility, monitoring, and ongoing measurement quality\n\nCross-Functional Collaboration\nPartner with Sales and Customer Success on measurement studies for priority accounts and renewals\n\nPartner with Product on roadmap inputs grounded in causal evidence, not just descriptive data\n\nPresent findings to advertisers, internal teams, and leadership in clear, decision-ready formats\n\nCommunicate clearly and proactively in a remote-first environment\n\nQualifications\nRequired\nBachelor's or Master's degree in Statistics, Economics, Data Science, Computer Science, or related quantitative field\n\n3-5 years of applied data science experience with a focus on marketing measurement - incrementality, MMM, attribution, or causal analysis\n\nHands-on experience designing and analyzing experiments (A/B, geo, holdout) in a marketing or advertising context\n\nStrong fluency in Python (pandas, statsmodels, scikit-learn, PyMC, or similar) and SQL\n\nSolid grounding in statistical inference, regression, and causal methods\n\nAbility to communicate technical results to non-technical audiences - advertisers, sales, leadership\n\nExcellent attention to detail and intellectual honesty about model limitations\n\nPreferred\nExperience in adtech, digital advertising, or media measurement\n\nExperience with Bayesian methods or Bayesian MMM frameworks (e.g., PyMC-Marketing, LightweightMMM, Robyn)\n\nExperience working with large-scale ad event data (impressions, clicks, conversions) and modern data stacks (e.g., Iceberg, Snowflake, BigQuery)\n\nExperience in a startup or high-growth company\n\nComfort using AI tools to accelerate exploratory analysis, code, and write-ups while maintaining methodological rigor\n\nWhat We Offer\nFully remote work environment\n\nCompetitive salary and equity opportunities\n\nPerformance bonuses\n\nHealth, dental, and vision benefits\n\nOther benefits such as daily lunch stipend, monthly wifi, cell phone and subscription reimbursement, and annual hardware stipend\n\nFlexible PTO and remote-friendly culture\n\nBi-annual Corporate Offsites\n\nOpportunity to help shape a function at a rapidly scaling tech company","description_format":"text","description_chars":3606,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":["Equity"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","Podcasting"],"lifecycle":[{"event":"open","at":"2026-09-15T21:52:40Z"}],"visa":[],"liveness":{"score":72,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.798,"p_room":0.9,"age_days":31,"expected_fill_days":77,"reasons":["conf:2","win:mid"],"computed_at":"2026-10-17T05:46:00Z"},"pay":{"stated_usd_annual":170000,"is_top_pay":true},"html_url":"https://alion.io/job/audiohook-data-scientist-2","json_url":"https://alion.io/job/audiohook-data-scientist-2.json","meta":{"generated_at":"2026-10-17T11:49:06Z","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":15567,"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":669208},"rest":"https://alion.io/mcp/rest/get_company?id=669208"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Faudiohook-data-scientist-2"},{"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%2Faudiohook-data-scientist-2"},{"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%2Faudiohook-data-scientist-2"},{"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/audiohook-data-scientist-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Faudiohook-data-scientist-2"}]}