CareerVillage.org

Data Scientist

• Design, build, and deploy predictive models that improve learner outcomes and product performance, including user behavior prediction, recommendations, ranking, and classification
• Develop, own, and continuously improve end-to-end data science workflows, including ongoing model iteration, retraining, and performance monitoring over time
• Take ownership of existing and new predictive models, diagnosing performance issues, adapting to data or product changes, and iterating to improve real-world impact over time
• Partner closely with product, engineering, research, and leadership to translate ambiguous questions into data science solutions
• Work closely with engineering partners to ship, maintain, and iterate on models in production; you will not be expected to build production infrastructure alone
• Contribute to AI and model evaluation frameworks, including offline metrics, experimentation, and qualitative analysis
• Analyze large, complex datasets to identify patterns, opportunities, and risks across our platforms
• Communicate modeling approaches, assumptions, tradeoffs, and results clearly to technical and non-technical stakeholders
• Write technical documentation, reports, and presentations that drive product and organizational decisions
• Support responsible, ethical, and equitable use of data and AI in education-focused products