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Job

Machine Learning Engineer, Early Career

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Viasat

•

29d ago

đź’Ľ Graduate Job

Carlsbad

🤑 $93.5K - $157.5K
⌛ Closed
Applications are closed

Graduate Job

Software Engineering•Carlsbad

Description

  • As a machine learning engineer, you will be a part of an innovative and collaborative team. We develop theories, models, simulations, and optimizations for satellite capacity optimization. Then, we embed them in planning and operations​ to determine the realm of what is possible and create better value for our customers, such as improved SLA’s and increased revenue. Our work also benefits Viasat through better placement and utilization of capacity.  

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

Education requirements

Bachelors

Area of Responsibilities

Software Engineering

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

Details

Work type

Full time

Work mode

office

Location

Carlsbad

Salary

93500 - 157500 USD