Sr Machine Learning Engineer VA
Company: Comcast Corporation
Location: Reston
Posted on: April 23, 2024
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Job Description:
FreeWheel, a Comcast company, provides comprehensive ad
platforms for publishers, advertisers, and media buyers. Powered by
premium video content, robust data, and advanced technology, we're
making it easier for buyers and sellers to transact across all
screens, data types, and sales channels. As a global company, we
have offices in nine countries and can insert advertisements around
the world.
Job Summary
Responsible for identifying complex problems and developing and
deploying novel prototypes and algorithms to solve them. Improves
accuracy and functionality of algorithms and understands the
overall implications of the entire machine learning frameworks.
Translates application requirements into problem statements.
Analyzes and evaluates solutions both internally generated as well
as third party supplied. Develops novel ways to solve problems and
discover new products. Provide guidance and leadership to more
junior researchers. Integrates knowledge of business and functional
priorities. Acts as a key contributor in a complex and crucial
environment. May lead teams or projects and shares expertise.Job
Description
Core Responsibilities
Guides the successful completion of programs that identify patterns
and make decisions with minimal human intervention. Determines the
technical objectives of an assignment. Leads the design of
prototypes, partnering with the product team and other stakeholders
through development. Conducts studies to support product or
application development.
Designs and implements end-to-end solutions using optimization and
other advanced computer science technologies and owns live
deployments. Aggregates huge amounts of data and information from
large numbers of sources to discover patterns and features
necessary to automate analytical models.
Researches, writes and edits documentation and technical
requirements, including evaluation plans, confluence pages, white
papers, presentations, test results, technical manuals, formal
recommendations and reports. Contributes to the company by creating
patents, Application Programming Interfaces (APIs) and other
intellectual property.
Presents papers and/or attends conferences, as well as displaying
leadership in these areas.
Tests and evaluates solutions presented to the Company by various
internal and external partners and vendors. Completes case studies,
testing and reporting.
Collaborates with teams outside of immediate work group. Represents
the work team in providing solutions to technical issues associated
with assigned projects.
Mentor a diverse team of junior engineers in machine learning
techniques, tools and concepts. Provides guidance and leadership to
more junior engineers.
Consistent exercise of independent judgment and discretion in
matters of significance.
Regular, consistent and punctual attendance. Must be able to work
nights and weekends, variable schedule(s) and overtime as
necessary.
Other duties and responsibilities as assigned.
Employees at all levels are expected to:
Understand our Operating Principles; make them the guidelines for
how you do your job.
Own the customer experience - think and act in ways that put our
customers first, give them seamless digital options at every
touchpoint, and make them promoters of our products and
services.
Know your stuff - be enthusiastic learners, users and advocates of
our game-changing technology, products and services, especially our
digital tools and experiences.
Win as a team - make big things happen by working together and
being open to new ideas.
Be an active part of the Net Promoter System - a way of working
that brings more employee and customer feedback into the company -
by joining huddles, making call backs and helping us elevate
opportunities to do better for our customers.
Drive results and growth.
Respect and promote inclusion & diversity.
Do what's right for each other, our customers, investors and our
communities.
Disclaimer:
This information has been designed to indicate the general nature
and level of work performed by employees in this role. It is not
designed to contain or be interpreted as a comprehensive inventory
of all duties, responsibilities and qualifications.
Education
Bachelor's Degree
While possessing the stated degree is preferred, Comcast also may
consider applicants who hold some combination of coursework and
experience, or who have extensive related professional
experience.
Relevant Work Experience
5-7 Years
Keywords: Comcast Corporation, Baltimore , Sr Machine Learning Engineer VA, Engineering , Reston, Maryland
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