ML Ops Engineer - Decision System and Operations - Engineering

Viasat
United States, California
January 11, 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. Are you a Machine Learning Operational Engineer interested in an opportunity to work directly with Engineers and Data Scientists to develop an advanced computational customer acquisition decision system? This might be the role for you! As an MLOps Engineer, you will apply cloud-based machine learning technologies to embed AI/ML models and algorithms engineered by a cross-functional team of data scientists into a highly scalable, resilient, distributed decision system. In this role, you will work closely with Software Engineers, to implement and scale models and estimation artifacts to ensure they are accurately deployed in the operational environment. Responsibilities include implementing programming efficiencies, evaluating algorithms to improve product/system performance, and perform testing and debugging of the MLOps environment and models. The result will be a production decision system incorporating consistent, accurate computational intelligence. This is a tremendous opportunity to join a team that leads a critical component of Viasat's continued success in providing high-quality satellite internet services. Job Responsibilities Develop high-quality, secure, scalable software solutions based on technical requirements and design artifacts within expected time and budget Work in an agile development environment to build and maintain cloud software and infrastructure that supports machine learning models Ensure efficient and reliable data pipelines to support the production machine learning system Collaborate with leadership, Data Scientists, and Machine Learning Engineers to deploy an innovative decision system that relies on sophisticated computational algorithms Understand requirements and develop the core platform to implement statistical research and models into a real product Participate in the Agile process plan, estimate, design, document, and build high-quality operational software Investigate and resolve production system issues within the MLOps environment and impact on the production system Debug software products using detailed tests to develop, apply, and maintain quality standards Develop, modify, and implement software test plans, automated scripts, and programs for testing Share responsibilities for an always-on 24x7 system Requirements 5+ years of experience in software design and development 5+ years of experience building and maintaining applications that use modern programming languages and technologies (Python, Scala, JavaScript, Rust) 5+ years using cloud platform software (EC2, ECS, Lambda, ELB, Compute Optimizer, etc.) 5+ years of experience with SQL and databases (SQL Server, PostgresSQL, S3, etc.) 2+ years of experience with source code and configuration management tools Experience using cloud analytics software or MLSOps environments (EMR, SageMaker, Tensorflow) Master's degree Preferences Prior experience working with data science teams to deliver scalable and reliable production software products (a plus) PhD To learn more about this site and other office locations, please click ! #dice Additional Requirements and Information Minimum Education Masters Degree Years of Experience Other Travel Up to 25% 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 $169000 to $274400 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. about Viasat's comprehensive benefit offerings that are focused on your holistic health and wellness. 169000 274400