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Tech Lead, ML Infrastructure
NBCUniversalTech Lead overseeing MLOps engineers and data scientists at NBCUniversal. Leading machine learning applied research and infrastructure buildout in a collaborative environment.
Tech Stack
Tools & technologiesCloudPythonUnix
About the role
Key responsibilities & impact- Steward the end-to-end planning, execution, and delivery of the data and training infrastructure for the organization.
- Act as the primary point of contact for the team that serves infrastructure to multiple other machine learning teams.
- Own the cloud spend and implement cost-tracking, resource allocation and lifecycle management.
- Service mindset in making the day-to-day of ML engineers smooth, balancing engineering rigor with ease of use.
Requirements
What you’ll need- Undergraduate degree in Computer Science.
- Proven experience as a Tech Lead in an AI/ML infrastructure team.
- Prior experience in industries with complex multi-disciplinary teams such as robotics, smart grids, precision agriculture, game development or aerospace.
- Prior experience having a team of around 7 direct reports, establishing ways of working, and developing them to be high performing.
- High attention to detail and conscientiousness.
- Ability to translate customer requests and turn them into actionable technical requirement documents in collaboration with ML engineers.
- Fluency with the entire machine learning lifecycle, including storage orchestration, data provenance, distributed training orchestration and deployment.
- Familiarity with Python, Git and the Unix shell.
- Familiarity with collaborative tools such as Jira/Confluence, Slack, a Git server, a data platform, and observability dashboard.
Benefits
Comp & perks- medical, dental and vision insurance
- 401(k)
- paid leave
- tuition reimbursement
- a variety of other discounts and perks
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Machine Learning LifecycleData ProvenanceDistributed Training OrchestrationStorage OrchestrationPythonGitUnix Shell
Soft Skills
Attention to DetailConscientiousnessService Mindset
Certifications
Undergraduate Degree in Computer Science