Data Scientist, Predictive Modeling Expert
hace 3 días
We are seeking a highly skilled Principal Data Scientist to join our team at Nielsen. As a key member of our data science team, you will be responsible for designing, testing, and implementing recommendation engine models to turn sparse datasets into synthetic datasets. You will also be responsible for proving model validity through analytic research and communicating the results to both internal and external stakeholders.
Key Responsibilities:- Design and implement recommendation engine models to transform sparse datasets into synthetic datasets.
- Prove model validity through analytic research and communicate the results to internal and external stakeholders.
- Use iterative modeling to determine the ideal parameters for sparse data.
- Consult with internal and external partners on the best way to source ideal sparse data.
- Support the screening and hiring of other data scientists and provide technical assistance in predictive modeling methodologies.
- Define and implement a vision for scaling new models across increasingly larger datasets.
- Support automation for scaling routinized processes.
- Conduct tactical or strategic analyses to address business and customer opportunities.
- 10+ years of relevant data science experience in implementing various types of modeling.
- Strong skills in Python and relevant packages, including but not limited to pytorch.
- Knowledge of statistical tests and procedures such as Correlation, Regression, Hypothesis Testing, Segmentation Techniques, ANOVA, Chi-squared, Student t-test, and Time Series.
- Familiarity with machine learning and data modeling techniques such as Decision Trees, Random Forests, Incremental Response Modeling, Scoring, SVM, Neural Networks, and Credit Scoring.
- Strong critical thinking and creative problem-solving skills.
- Strong planning and organizational skills.
- Strong verbal, presentation, and written skills and English fluency.
Nielsen is a global leader in providing powerful insights that drive client decisions and deliver extraordinary results. We are passionate about our work to power a better media future for all people. Our talented, global workforce is dedicated to capturing audience engagement with content - wherever and whenever it's consumed.
What We Offer:- A dynamic team committed to excellence, perseverance, and the ambition to make an impact together.
- A chance to work on challenging projects and develop your skills.
- A collaborative and supportive work environment.
- A competitive salary and benefits package.
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