Note: The job is a remote job and is open to candidates in USA. NBCUniversal is a media and entertainment company seeking a Senior Data Scientist to work with large 2D and 3D media datasets. The role focuses on transforming raw data into high-quality machine learning inputs through data strategy, pipeline oversight, requirements translation, and quality assurance while coordinating with engineering and technical program management teams.
Responsibilities
- Cross-Functional Coordination: Work with partner ML and Annotation engineers and TPMs to spec out data and training requirements
- Data Strategy & Pipeline Oversight: Ensure that datasets are correctly curated, filtered, and processed to meet the rigorous standards of production-level machine learning
- Requirements Translation: Act as a technical translator, taking high-level project goals and turning them into actionable data specs for engineering and annotation teams
- Quality Assurance & Analysis: Maintain high standards for data integrity, ensuring that the media datasets used for training are representative and accurate
Skills
- Master's Degree or certification in Data Science or related computational sciences field
- 3+ years of relevant industry experience in a fast paced, high growth tech environment
- 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 strong mathematical background
- High attention to detail and commitment to data accuracy
- Ability to collaborate effectively across different engineering disciplines to define and execute technical requirements
Benefits
- Medical insurance
- Dental insurance
- Vision insurance
- 401(k)
- Paid leave
- Tuition reimbursement
- A variety of other discounts and perks
Company Overview
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