Senior Machine Learning Engineer - Customer Quality of Experience
ViaSat Inc. Tampa, FL Full-Time
Apply on company site
Job Details
favorite_border
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 cutting edge 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.
As a Machine Learning Engineer, you will:
* Be part of a team optimizing the delivery of services across Viasat's global communications and networking systems
* Apply mathematics and scientific principles to formulate and solve optimization problems
* Use large data sets to develop predictive models
* Use statistical tools to design experiments and determine causality
* Design and create predictive and decision-making algorithms for various business needs
* Transform and understand data from many systems
* Present technical solutions to business partners using strong communication skills
Requirements
* Master's degree in Computer Science with a focus in AI/ML or equivalent years of experience.
* 8+ years of industry experience in software development, machine learning and/or distributed systems.
* Strong experience with leading initiatives from inception to production.
* Strong experience developing in multiple programming languages
* Strong experience working with diverse and disparate datasets.
* Experience building ML/DL models & supporting infrastructure (training & inference).
* Experience communicating and presenting data to technical & non-technical audiences
Preferences
* PhD degree is a plus
* Experience with spatial/GIS processing is a plus (postgis, rasters/GDAL, pyproj, shapely)
* Experience with streaming data pipelines
* Experience with visualization frameworks such as plot.ly/D3, Matplotlib, bokeh/seaborn, or similar.
* Experience with docker, ansible, airflow
To learn more about this site and other office locations, please click here!
Additional Requirements and Information
Minimum Education
Masters Degree or equivalent experience
Years of Experience
8-15 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 Colorado-based jobs only: The minimum for this position is $177,900 annually; however, base pay may vary depending on 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.
177,900
Apply
Share with
* Facebook
* LinkedIn
* Twitter
* Google
* Email
Recommended Skills
• Adaptability
• Airflow
• Algorithms
• Analytical
• Ansible
• Artificial Intelligence
Apply to this job.
Think you're the perfect candidate?
Apply on company site
Help us improve CareerBuilder by providing feedback about this job: Report this job
Job ID: 2237719778
CareerBuilder TIP
For your privacy and protection , when applying to a job online, never give your social security number to a prospective employer, provide credit card or bank account information, or perform any sort of monetary transaction. Learn more.
By applying to a job using CareerBuilder you are agreeing to comply with and be subject to the CareerBuilder Terms and Conditions for use of our website. To use our website, you must agree with the Terms and Conditions and both meet and comply with their provisions.