[Remote] Product Data Scientist

Note: The job is a remote job and is open to candidates in USA. In Tandem is a company that builds technology to help families manage their everyday routines and transitions. As a Product Data Scientist, you will analyze behavior and create predictive models to enhance app experiences, working closely with Product and Finance to influence product strategy and direction.ResponsibilitiesShip the models that power personalized in-app experiences — predicting what each member is likely to want next based on real-time behavior, family context, and engagement historyDetect meaningful patterns in product usage data — communication, scheduling, and activity signals — and build the models that turn those patterns into in-app suggestions, alerts, and guidance for familiesHelp replace fixed-placement UI logic with algorithmic decisioning that adapts every time someone opens the appBuild the churn, retention, and activation models that help Product understand which behaviors predict long-term value and which interventions are worth shippingDevelop predictive segmentation, propensity, and uplift models, refreshed continuously through automated pipelines so the rest of the business is always acting on current signalPartner with Finance on cohort-level subscriber and revenue forecasting, LTV by acquisition source, and sensitivity analysis on the assumptions that matter mostBuild pricing, promo, and refund-risk models that quantify the financial impact of monetization decisions before we ship themTrain, deploy, and monitor models in Databricks and AWS, using Claude Code as your primary engineering interfaceWhen agentic delivery makes sense, wrap models in managed agents that surface predictions into the workflows stakeholders already useMove the team from 'what happened' to 'what would happen if' — uplift modeling, geo-tests, and A/B analysis grounded in proper causal framingSkills5+ years shipping predictive models in production, ideally across personalization, behavioral prediction, lifecycle ML, or subscription forecastingStrong Python and SQLHands-on experience with Databricks and AWSDemonstrated success with subscription or consumer-app metrics — LTV, churn, retention, activation, forecastingSolid grasp of experimentation and causal methods (A/B, DiD, uplift, geo-tests, or similar)Production rigor — feature pipelines, model monitoring, retraining cadenceBenefitsMedical: In Tandem pays 100% of the premium for employees AND 99% for all additional family members401k: Up to a 4% match with immediate vestingPaid leave for all new parentsLearning & Development stipend for employeesPaid Time Off: 11 Holidays + Winter Break (3 Days) + Volunteer Time Off (1 Day) + Floating Holiday (1 Day)Personal Time Off: 15 days for 0-1 years of employment, 20 days 1-3 years of employmentSupportive and flexible working environment – work from anywhere!Company OverviewIn Tandem provides software tools for family organization, communication, and custody management through a technology platform. It was founded in undefined, and is headquartered in Minneapolis, Minnesota, USA, with a workforce of 51-200 employees. Its website is https://www.intandemfamilies.com.