Research Data Scientist, Waze Personalized Experience

Google

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משרה קבועה
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לפני 22 ימים

Minimum qualifications:

Master's degree in Statistics, Data Science, Mathematics, Physics, Economics, Operations Research, Engineering, or a related quantitative field.
3 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or a PhD degree.

Preferred qualifications:

5 years of experience as an applied ML engineer, applying Deep Learning models and ML to solve problems.
Experience building and managing data processing pipelines to generate features, dashboards, and analyses.
Experience with Python, and with libraries and frameworks (e.g., TensorFlow, Scikit-learn, PyTorch, etc.).
Experience in cloud computing and ML operations.
Excellent problem solving skills, with the ability to navigate technical issues.

About the jobThe Personalized Experience team focuses on providing Waze drivers with a personalized, contextual, and timely routing experience. The team is part of the Waze Data Science group.Responsibilities

Manage feature engineering, model evaluation and error analysis, data processing and pipelines, model tuning, monitoring and dashboards.
Work with product managers, software developers and QA to define requirements, formulate success metrics, and lead experimentation.
Use data to help products shape the future of Waze and drive innovation, provide insights on user behavior, and help Engineers and QA detect and solve problems.
Work with GCP, Vertex AI, Python, Scikit-learn, TensorFlow, Airflow/Composer, Python, Looker.

Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also and If you have a disability or special need that requires accommodation, please let us know by completing our .

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