Team Velocity Marketing
Senior Data Scientist
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Job Description
We are seeking a Senior Data Scientist to develop machine learning models, predictive analytics, and AI-driven solutions that improve customer engagement, marketing performance, operational efficiency, and business intelligence. The role partners with Product, Data Engineering, Software Engineering, Analytics, and business stakeholders to deliver production-ready AI solutions.
Key Responsibilities
- Design, build, train, evaluate, and deploy machine learning models.
- Develop predictive models including churn, propensity, lead scoring, customer lifetime value, recommendation engines, forecasting, and marketing attribution.
- Perform statistical analysis, hypothesis testing, causal inference, and A/B test analysis.
- Build feature engineering and model training pipelines.
- Deploy and monitor production ML models, including model drift detection and retraining.
- Collaborate with Product, Engineering, Analytics, and executive leadership.
- Mentor junior data scientists and establish best practices.
Required Qualifications
- Bachelor's degree in Computer Science, Data Science, Statistics, Mathematics, Engineering, or related field, *Master's or PhD preferred*
- 5+ years of experience building and deploying production ML systems, with a track record of measurable business impact
- Strong communication and business problem-solving skills
Technical Skills
- Expert Python and SQL
- Machine Learning: XGBoost, LightGBM, Random Forests, Neural Networks, Deep Learning
- Statistics: Regression, Bayesian methods, hypothesis testing, experimental design, time series, causal inference
- Snowflake, Matillion, dbt, Pandas, Spark, Airflow
- Cloud: Google Cloud (preferred), AWS, or Azure
- MLOps: MLflow, Kubeflow, Vertex AI Pipelines, Feature Stores, CI/CD
- Data quality and observability: Great Expectations, Monte Carlo, or similar frameworks
- LLMs and AI: OpenAI, Gemini, Claude, LangChain, LangGraph, Semantic Kernel, RAG, vector databases
**Preferred...
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