Machine Learning Engineer - Satellite Capacity Optimization & Planning

Carlsbad, CA, US • Posted 7 hours ago • Updated 7 hours ago
Full Time
On-site
USD $140,500.00 - 221,500.00 per year
Fitment

Dice Job Match Score™

✨ Finding the perfect fit...

Job Details

Skills

  • Satellite
  • Collaboration
  • Modeling
  • Optimization
  • Linear Programming
  • Amazon Web Services
  • Google Cloud Platform
  • Google Cloud
  • Machine Learning (ML)
  • TensorFlow
  • PyTorch
  • Geospatial Analysis
  • Cloud Computing
  • Application Development
  • SQL
  • RESTful
  • Satellite Communications
  • Budget
  • Astrodynamics
  • Orchestration
  • Finance
  • Genetics
  • SAP BASIS

Summary

About us

One team. Global challenges. Infinite opportunities. At Viasat, we're on a mission to deliver connections with the capacity to change the world. For more than 35 years, Viasat has helped shape how consumers, businesses, governments and militaries around the globe communicate. We're looking for people who think big, act fearlessly, and create an inclusive environment that drives positive impact to join our team.

What you'll do

You will be a hands-on ML engineer building platforms and tooling to optimize supply allocation across our global satellite fleet to meet customer demand, and provide business stakeholders with planning insights.

The day-to-day

- Develop models, optimizations, and tools for dynamic supply-demand optimization scenarios

- Contribute to geospatial visualizations and data-driven storytelling for planning insights

- Build and maintain production ML systems in cloud-native, containerized environments

- Collaborate with SMEs and stakeholders to understand requirements and validate optimization approaches

- Implement and iterate on demand/supply demand/supply modeling strategy and validate feasibility of optimization approaches
- Build and maintain APIs that expose ML capabilities to downstream consumers

What you'll need

- 7+ years in ML/optimization roles

- Strong background in optimization techniques (linear programming, constraint satisfaction, etc.)

- Experience building production ML systems in cloud environments (AWS/Google Cloud Platform)

- Experience with ML frameworks (TensorFlow, PyTorch, or equivalent)

- Skilled at building geospatial visualizations and telling data-driven stories

- Cloud-native containerized application development experience

- Proficient in SQL

- Comfortable building and maintaining RESTful APIs

- 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

$140,500.00 - $221,500.00 / annually.For specific work locations within San Jose, the San Francisco Bay area and New York City metropolitan area, the base pay range for this role is $174,000.00- $261,000.00/ annually

At Viasat, we consider many factors when it comes to compensation, including the scope of the position as well as your background and experience. Base pay may vary depending on job-related knowledge, skills, and experience. Additional cash or stock incentives may be provided as part of the compensation package, in addition to a range of medical, financial, and/or other benefits, dependent on the position offered. Learn more about Viasat's comprehensive benefit offerings that are focused on your holistic health and wellness at
EEO Statement

Viasat is proud to be an equal opportunity employer, seeking to create a welcoming and diverse environment. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, ancestry, physical or mental disability, medical condition, marital status, genetics, age, or veteran status or any other applicable legally protected status or characteristic. If you would like to request an accommodation on the basis of disability for completing this on-line application, please click here.
Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.
  • Dice Id: 10124882
  • Position Id: ddb51e448d95410f01046c11c701032c
  • Posted 7 hours ago
Create job alert
Set job alertNever miss an opportunity! Create an alert based on the job you applied for.

Similar Jobs

San Diego, California

Today

Full-time

USD 140,800.00 - 211,200.00 per year

Remote

Today

Full-time

USD 128,000.00 - 170,000.00 per year

No location provided

Today

Full-time

USD 180,000.00 - 250,000.00 per year

Remote

Today

Full-time

USD 155,000.00 - 283,000.00 per year

Search all similar jobs