Data Scientist

This is a fully remote position, open to applicants in United States.

📋 Description

• Take charge of the measurement science that drives Audiohook's performance audio advertising platform.

• Design and execute incrementality experiments (geo, ghost bidding, holdout, PSA) to measure lift for advertisers.

• Create, maintain, and enhance marketing mix models and multi-touch attribution analyses for customer campaigns.

• Utilize causal inference techniques, including difference-in-differences, synthetic controls, instrumental variables, and propensity scoring.

• Convert measurement findings into clear narratives for advertisers, internal stakeholders, and the product team.

• Collaborate with Engineering on the data and modeling infrastructure that supports bidding, pacing, and optimization decisions.

• Develop and validate predictive models to enhance campaign performance and platform efficiency.

• Structure experiments and analyses for reproducibility, monitoring, and ongoing measurement quality.

• Work alongside Sales and Customer Success on measurement studies for key accounts and renewals.

• Collaborate with Product to inform roadmap decisions based on causal evidence.

• Present insights to advertisers, internal teams, and leadership in formats ready for decision-making.

• Communicate effectively and proactively in a remote-first setting.

⛳️ Requirements

• Bachelor's or Master's degree in Statistics, Economics, Data Science, Computer Science, or a related quantitative discipline.

• 3–5 years of hands-on data science experience with an emphasis on marketing measurement — incrementality, MMM, attribution, or causal analysis.

• Practical experience in designing and analyzing experiments (A/B, geo, holdout) within a marketing or advertising environment.

• Strong proficiency in Python (pandas, statsmodels, scikit-learn, PyMC, or similar) and SQL.

• Solid understanding of statistical inference, regression, and causal methodologies.

• Capability to convey technical results to non-technical audiences — including advertisers, sales, and leadership.

• Exceptional attention to detail and intellectual integrity regarding model limitations.

• No immigration sponsorship is available; candidates must not require sponsorship to work in the United States.

🏝️ Benefits

• Competitive salary and equity opportunities.

• Performance bonuses.

• Health, dental, and vision benefits.

• Daily lunch stipend.

• Monthly reimbursement for wifi, cell phone, and subscriptions.

• Annual hardware stipend.

• Flexible PTO.

• Remote-friendly culture.

• Bi-annual Corporate Offsites.

• Opportunity to contribute to shaping a function within a rapidly growing tech company.