Machine Learning Engineer

US - CA - Carlsbad, US - CA - Remote, US - CA - San Diego, US - CA - San Francisco, US - CA - San Jose, US - GA - Duluth Ref #12298 08-Feb-2023

Job Description

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.

Job Responsibilities

As a Machine Learning Engineer, you will be part of a diverse team of engineers developing next-generation, vertically integrated products and services at Viasat. You will develop new, novel algorithms and techniques for analyzing complex data sets collected during Viasat's product and service lifecycles. You will be responsible for defining and developing models that produce new inferences and enable action by adjacent teams. You will work with software engineers to create new tools, libraries, and services that can expand Viasat's ability to understand complex data sets. You will be part of a growing team developing cloud-based solutions for tackling problems found at the groundbreaking of technological development.

On this team, you'll build a breadth of knowledge including distributed systems, predictive analytics, and machine learning. You will design, develop, and deploy analytic pipelines to answer questions across multiple business areas and disciplines for Viasat's broad but vertically integrated products. We encourage learning through immersion, collaboration and action. We value adaptability and curiosity. Our ideal candidate is someone focused on solving tough problems using data and loves doing so. You will have a role in the training and education of your peers by providing technical guidance and supporting team member growth.

  • Maintains responsibility for translating business requirements into objectives and problems to be solved using data science and machine learning optimization
  • Architect, design, and build data analysis pipelines working with large and complex data sets to monitor and analyze metrics
  • Use statistical tools to design experiments and determine causality. Design and create predictive and decision-making algorithms for various business needs
  • Transforming and understanding data from many systems
  • Presents technical solutions to business partners using their strong communication skill
  • Maintains responsibility for ensuring the delivered software product remains operational and that fresh data is ingested continually

Requirements

  • 5+ years of industry experience in software development, machine learning and/or distributed systems.
  • Experience with leading initiatives from inception to production.
  • Experience with Python/Spark, C/C++ and SQL
  • Experience working with diverse and disparate datasets.
  • Ability to communicate and present data to technical & non-technical audiences
  • A Bachelor degree in a highly quantitative field (Computer Science, Engineering, Statistics, Mathematics, Physics or related field)

Preferences

  • Master's degree is a plus
  • Experience building ML/DL models & supporting infrastructure (training & inference).
  • Experience with spatial/GIS processing (postgis, rasters/GDAL, pyproj, shapely)
  • Experience with docker, ansible, airflow
  • Knowledge of communication & networking protocols
  • Experience with visualization frameworks such as plot.ly/D3, Matplotlib, bokeh/seaborn, or similar.
To learn more about this site and other office locations, please click here!

#LI-Remote 

Additional Requirements and Information

Minimum Education
Bachelors Degree
Years of Experience
5-8 years
Travel
Up to 10%
Citizenship
None
Clearance
None
Worker Classification
Employee
At Viasat, we consider many factors when it comes to compensation, including the scope of the position as well as your background and experience. For United States-based jobs only: The pay range for this position is $146750 to $241950 annually; however, base pay may vary within this range depending on location, 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.
146750
241950

Back to search jobs

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.