Machine Learning Engineer, Early Career

Viasat

Mar 26

Applications are closed

Job
Full-time
Entry Level
Software Engineering
$93.5K - $157.5K
Carlsbad

Requirements

Bachelor's degree or higher in a highly quantitative field (i.e., Computer Science, Engineering, Statistics, Mathematics, Physics or related field)
Experience in software development, scripting, automation, and/or supporting infrastructure
Experience with Python, Pandas, SQL, ML/DL learning, and/or optimization problems
Experience working with diverse and disparate datasets
Ability to communicate and present data to technical & non-technical audiences
What will help you on the job:
Master's degree in a highly quantitative field (i.e., Computer Science, Engineering, Statistics, Mathematics, Physics or related field)
Experience with docker, ansible, airflow
Knowledge of optimization techniques and methods such as linear programming, simulated annealing, genetic algorithms, reinforcement learning
Knowledge of satellite communications & networking protocols

Responsibilities

Develop highly scalable algorithms for real time resource allocations and capacity optimization based on optimization and machine learning methodologies
Translate business requirements into objectives and problems to be solved using data science, machine learning, and optimization
Architect, design, and build data analysis pipelines working with large and complex data sets to monitor and analyze metrics
Design and create predictive and decision-making algorithms for various business needs
Transforming and understanding data from many systems

Viasat

Telecommunications

Industry

5001-10,000

Employees

1986

Founded Year

Mission & Purpose

Viasat is a global communications company that believes everyone, and everything can be connected. For more than 30 years, Viasat innovations have helped shape how consumers, businesses, governments, and militaries around the world communicate — bringing connectivity when, where, and how it’s needed most. Viasat focuses on the connections that matter as we deliver bold results for our customers, partners, and shareholders worldwide. We provide internet to communities and families in places around the world where cable or fiber isn’t available so they can learn, laugh, and live just like everyone else. We deliver secure, resilient connectivity services and solutions to our military and allies that give them the information dominance they need to bring warfighters home safely. We ensure people on-the-go have access to the same quality of internet in the air or at sea as they have at home. And we give businesses of all sizes the freedom to keep their people, places, and things secure and connected — wherever opportunity takes them.