Data Scientist, Predictive Modeling Expert
hace 4 semanas
We are seeking a highly skilled Data Scientist to join our team at The Nielsen Company. As a key member of our data science team, you will be responsible for designing, testing, and implementing recommendation engine models to drive business growth.
Key Responsibilities- Design and develop recommendation engine models to turn sparse datasets into synthetic datasets, leveraging expertise in machine learning and data modeling techniques.
- Prove model validity through analytic research and communicate results to internal and external stakeholders.
- Use iterative modeling to determine optimal parameters for sparse data, ensuring high predictive accuracy.
- Collaborate with internal and external partners to source ideal sparse data, driving business growth through data-driven insights.
- Support the development and onboarding of junior data scientists, serving as a subject matter expert in predictive modeling methodologies.
- Define and implement a vision for scaling new models across larger datasets, driving efficiency and speed.
- Support automation efforts to streamline routinized processes and pilot programs for R&D purposes.
- Conduct tactical or strategic analyses to address business and customer opportunities, leveraging tools like Python, R, and SPSS.
- Undergraduate or graduate degree in Mathematics, Statistics, Social Science, Engineering, Computer Science, Economics, or Business.
- 10+ years of relevant data science experience, with a focus on predictive modeling and recommendation engines.
- Strong skills in Python, R, and relevant packages, including pytorch and familiarity with other scripting languages.
- Knowledge of statistical tests and procedures, machine learning techniques, and data modeling methodologies.
- Strong critical thinking, creative problem-solving, and planning skills, with excellent verbal, presentation, and written communication skills.
- Demonstrated success in a time-critical production environment, with experience working with large datasets and data visualization tools.
The Nielsen Company is a global leader in data science and analytics, dedicated to helping businesses succeed through data-driven insights. We offer a dynamic and collaborative work environment, with opportunities for professional growth and development.
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