обновлено 4 часа назад
Principal Data Scientist (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Data Scientist (AI/ML): Leading the development and production deployment of machine learning solutions that improve student enrollment, retention, engagement, and success with an accent on predictive modeling, experimentation, causal inference, and responsible AI. Focus on building monitored production models, designing A/B tests and uplift analyses, and mentoring data scientists across complex cross-functional initiatives.
Location: US - Remote
Company
is an education technology company that helps regional universities launch and grow online programs for modern learners.
What you will do
- Lead data science and AI/ML initiatives from problem definition through implementation, deployment, and impact measurement.
- Build predictive models for enrollment propensity, retention, churn risk, engagement, personalization, student success, and next best action.
- Design A/B tests and apply causal inference and uplift modeling to measure the impact of interventions.
- Develop production-ready solutions with Python, SQL, Databricks, MLflow, and related technologies.
- Define model monitoring, validation, documentation, reproducibility, explainability, and responsible-use practices.
- Provide technical direction, mentor data scientists, and collaborate with Product, Engineering, Data Engineering, Customer Experience, Partnership, and university teams.
Requirements
- 8+ years of experience in applied data science, machine learning, or a related field, including technical leadership on complex projects.
- Strong experience with predictive modeling, machine learning, statistics, feature engineering, model evaluation, and A/B testing.
- Experience with causal inference, uplift modeling, incrementality measurement, production ML, and post-launch model monitoring.
- Strong Python and SQL skills, plus experience with scikit-learn, XGBoost, TensorFlow, PyTorch, Databricks, MLflow, or comparable technologies.
- Experience working with large, complex datasets and Engineering or Data Engineering teams to productionize ML solutions.
- Bachelor’s or Master’s degree in a quantitative discipline, or equivalent relevant experience.
Nice to have
- PhD in a quantitative or technical discipline.
- Experience in higher education, edtech, consumer technology, personalization, or complex behavioral domains.
- Experience with recommendation systems, speech analytics, NLP, conversational data, CRM, LMS, or marketing platforms.
- Familiarity with responsible AI practices, including transparency, fairness, and bias evaluation.
- Experience with AI-assisted data science and software development tools.
Culture & Benefits
- Full-time role with a remote work arrangement in the US.
- Work spans Product, Engineering, Customer Experience, Partnership, and university partner teams.
- Focus on measurable improvements in student and business outcomes.
- Commitment to a diverse and inclusive workforce.
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