NBCUniversal
media and entertainment
SeniorDataScientist|DataScientistSénior
“Senior Data Scientist | Data Scientist Sénior at NBCUniversal. Skills: Data Science, Machine Learning, Python, Data manipulation. Manipulate large 2D and 3D media datasets. Bridge gap between raw data and ML inputs”
Industry & Context.
Data Science fundamentals; Mathematical background
Willing to travel for work related business
What They're Looking For.
Must Have
Degree or certification in Data Science or related computational sciences field, Proven experience as a Data Scientist in a fast-paced environment, Prior experience in industries with complex multi-disciplinary teams such as robotics, smart grids, precision agriculture, game development, or aerospace, Fluency with Python, Git, and the Unix shell, Familiarity with collaborative tools such as Jira/Confluence, Slack, a Git server, and an experiment tracking framework, Familiarity with data visualization and inspection tools specifically designed for computer vision and 3D data, such as FiftyOne, Deep understanding of data science fundamentals and a mathematical background, Must be legally authorized to work in Canada
Nice to Have
High attention to detail and commitment to data accuracy, Ability to collaborate effectively across different engineering disciplines to define and execute technical requirements, Must be willing to travel for work related business, if necessary
What You'll Do.
Manipulate large 2D and 3D media datasets
Bridge gap between raw data and ML inputs
Coordinate with partner ML engineers
Coordinate with Annotation engineers
Spec out data requirements
Spec out training requirements
Ensure datasets are curated
Ensure datasets are filtered
Ensure datasets are processed
Meet production ML standards
Translate project goals to data specs
Maintain data integrity standards
Ensure training data is representative
Ensure training data is accurate
How You'll Work.
Team & Collaboration
Work with partner ML engineers; Work with Annotation engineers; Work with TPMs; Collaborate across engineering disciplines
Communication Scope
Ability to collaborate effectively; Define technical requirements; Execute technical requirements
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