Data Science Manager
4 weeks ago
Responsibilities :
- Mentor and may manage a team of data scientists
- Create various prototypes for research and development purposes
- Research, design and implement analytic and mathematical approaches and algorithms to build scalable best of class web-based analytical solutions
- Document and present statistical and causal inference methods to internal stakeholders and key clients
- Partner closely with product and software engineering leaders to act as a thought leader around new outcomes methods, ensuring methods are analytically and statistically appropriate to deliver business needs
- Interface with stakeholders and provide updates on project status and help identify dependencies and risks.
- Serve as a subject matter expert on Nielsen's proprietary tools/applications, focusing on the data model, weighting, computations, and enhanced methodologies.
- Design and prioritize work for the team.
- Help with hiring talent for open positions.
- Grow and develop talent within the organization encouraging an open collaborative environment and identifying opportunities for associates
Requirements :
- 2+ yrs of experience people management
- Expertise in Python, Spark, SQL or other modern programming languages
- Experience in using machine learning libraries and techniques
- Proficient in writing production grade code using scientific computing packages (e. g. , NumPy, SciPy, Scikit-learn)
- Experience with pipeline design/architecture and airflow or other orchestration tools
- Experience with Bayesian and Frequentist statistics
- Experience with NumPyro a plus
- Experience working with cloud providers (e. g. AWS, Azure)
- Expertise in short-release life-cycle (agile processes including scrum)
- Well-organized and capable of leading multiple mission-critical projects simultaneously while meeting deadlines
- Excellent oral and written communication skills
- Quick learner with a logical mindset and analytical thinking who is passionate about technology
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