Become a personal contributor in our mission to connect the world. Viasat data scientists innovate in an environment that encourages collaboration while challenging the status quo. Join the industry leader in satellite communication and technology and take control of your professional pathway. Our culture empowers us to do the right thing and explore technology that will benefit people across the globe. It is uniquely Viasat and, intentionally, not like any other company. As a member of our Media and Applications data science team, you'll work on the improving the customer experience on our mobile products through data. You will help create and develop these improvements by:
developing machine learning models to enhance and personalize the customer experience
working alongside business leaders, analysts, and data engineers to deliver data and insights that drive decisions
becoming familiar with the technologies that bring the Internet to millions of mobile passengers
This position will involve the full model development lifecycle: from ideation to minimum viable product creation to production support and improvements.
Experience in one or more of: traditional machine learning models, recommendation systems, deep learning, and reinforcement learning.
Strong software development skills in Python
Experience with ML/DL algorithms with frameworks (PyTorch, Keras, Spark)
Experience with statistical software (R, Python, MATLAB, pandas) and database languages (SQL)
Experience with experimental design (AB Testing)
Ability to work both independently and as part of a team
Ability to share results and insights with technical and non-technical audiences
3+ years of experience in a related field
Master of Science or PhD candidate degree focus in Data Science, Computer Science/Engineering, Math, Physics or a discipline requiring strong mathematics and statistical methods
Up to 10% travel
EU or Irish citizenship or valid work permit needed
Experience with using the Agile software development methodology to develop and deliver software so as to support a continuous integration/continuous deployment process.
Ability to take a feature description and deliver a robust service in production
Strong communication and presentation skills - you must be able to explain and present hypotheses and analysis results to a wide audience in a clear and concise manner.
Willingness to teach others and to learn new techniques
Familiarity with API development
Snowflake and AWS SageMaker experience