Senior Data Science Consultant – Econometrics Specialist
4 weeks ago
About the Role
We are seeking a highly skilled Senior Data Science Consultant to join our team at EPAM. As a key player in driving the development and implementation of advanced pricing and marketing optimization models, you will leverage your expertise in Bayesian statistics, causal inference, and econometric methods to deliver impactful insights and solutions in the CPG domain.
Responsibilities
- Design and build sophisticated pricing and marketing optimization models using Bayesian, causal inference, and econometric approaches.
- Develop optimization models and employ Monte Carlo simulations for robust analysis.
- Lead A/B testing initiatives for accurate measurement and validation of models.
- Analyze large datasets to identify trends, patterns, and actionable insights.
- Collaborate with cross-functional teams to understand business needs and provide data-driven solutions.
- Proficiently use Python for model development and ensure models are production-ready.
- Manage the end-to-end process of taking models to production, ensuring scalability and reliability.
- Utilize Azure, Databricks, MLFlow, Airflow, and Plotly Dash for efficient model deployment and visualization.
- Apply domain knowledge in CPG pricing and promotion optimization to enhance model accuracy and relevance.
- Work closely with other data scientists, engineers, and business stakeholders.
- Mentor junior team members and contribute to the team's knowledge sharing.
Requirements
- Masters degree or higher in a quantitative field (e.g., Computer Science, Statistics, Physics, Mathematics).
- Minimum of 5 years of experience in a data science role with a focus on pricing and marketing optimization.
- Proven expertise in Bayesian, causal inference, and econometric methods.
- Strong proficiency in Python and experience in taking models to production.
- Experience with cloud computing platforms, preferably Azure, and tools such as Databricks, MLFlow, Airflow, and Plotly Dash.
About EPAM
EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.
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