Machine Learning Team Lead - Satellite Capacity Optimization & Planning
Job
Viasat
Carlsbad, CA (In Person)
$265,500 Salary, Full-Time
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Job Description
Machine Learning Team Lead
- Satellite Capacity Optimization & Planning Viasat $206,000.00
- $325,000.
- Inform and execute the technical roadmap for satellite capacity optimization
- Develop models, optimizations and tools for dynamic supply-demand optimization scenarios
- Own the team backlog and translate stakeholder requirements into technical deliverables
- Mentor ML engineers and data scientists, particularly on optimization problems
- Get hands-on with complex technical challenges when your expertise is needed
- Guide demand/supply modeling strategy and validate feasibility of optimization approaches
- Partner with existing SMEs to drive development strategy
- Interface with technical stakeholders to prioritize and scope work What you'll need
- 10+ years in ML/optimization roles, with 3+ years leading technical teams
- Strong background in optimization techniques (linear programming, constraint satisfaction, etc.)
- Proficient in SQL
- Experience building production ML systems in cloud environments (AWS/GCP)
- Experience with ML frameworks (TensorFlow, PyTorch, or equivalent)
- Track record mentoring junior ML engineers
- Skilled at building geospatial visualizations and telling data-driven stories
- Cloud-native containerized application development experience
- Comfortable building and maintaining RESTful APIs
- Demonstrated product ownership skills
- backlog management, stakeholder engagement, roadmap planning
- Ability to travel up to 10% What will help you on the job
- Experience in satellite communications domain
- link budgets, orbital mechanics
- Production reinforcement learning systems experience
- Airflow, Athena, BigQuery
- Experience with ECS, Batch, or similar orchestration tools Salary range $206,000.00
- $325,000.00 / annually. For specific work locations within San Jose, the San Francisco Bay area and York City metropolitan area, the base pay range for this role is $255,500.00
- $383,500.
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