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Job Details


Comcast Corporation

Engineer 2, Machine Learning

Telecommunications

All

Full Time

On Site

No

Atlanta, Georgia, United States

Comcast brings together the best in media and technology. We drive innovation to create the world's best entertainment and online experiences. As a Fortune 50 leader, we set the pace in a variety of innovative and fascinating businesses and create career opportunities across a wide range of locations and disciplines. We are at the forefront of change and move at an amazing pace, thanks to our remarkable people, who bring cutting-edge products and services to life for millions of customers every day. If you share in our passion for teamwork, our vision to revolutionize industries and our goal to lead the future in media and technology, we want you to fast-forward your career at Comcast.

Job Summary

Responsible for supplying to the development and deployment of machine learning algorithms. Leverage internal and external data to provide insights and information which supports facts-based way we make decisions. Evaluates accuracy and functionality of machine learning algorithms as a part of a larger team. Contributes to translating application requirements into machine learning problem statements. Analyzes and evaluates solutions both internally generated as well as third party supplied. Contributes developing ways to use machine learning to solve problems and discover new products, working on a portion of the problem and collaborating with more senior researchers as needed. Works with moderate mentorship in own area of knowledge.

Job Description

Core Responsibilities
  • Uses analytical difficulty and statistical methods to analyze large amounts of data, extracting useful insights using sophisticated statistical techniques such as data analysis, analytics, optimization tools and machine learning techniques and statistics (e.g., predictive models, LTV, propensity models).
  • Develops and implements statistical and mathematical solutions to business problems to support large initiatives under the direction of senior team members.
  • Produce analysis of historical patterns in business operations and product performance from sophisticated real-world behavioral and operational data.
  • Develop and deploy predictive models based on historical data that provide future predictions about business operations.
  • Build work you're doing and presentations that report methodology and results of analysis.
  • Gives to the implementation, refinement and validation of machine learning algorithms for products and applications.
  • Trains machine learning models, validates the accuracy of the machine learning models once trained and deploys validated machine learning models into production.
  • Gives to designs and development of data pipelines consisting of data ingest, data validation, data cleaning and data monitoring.
  • Researches, writes and edits documentation and technical requirements, including evaluation plans, confluence pages, white papers, presentations, test results, technical manuals, formal recommendations and reports. Chips in to the company by crafting patents, Application Programming Interfaces (APIs) and other intellectual property.
  • Supplies to the testing and evaluation of solutions presented to the Company by various internal and external partners and vendors. Gives to case studies, testing and reporting.
  • Crafts proof of concept solutions and chips in to studies to support future product or application development.
  • 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 vital.
  • Other duties and responsibilities as assigned.
Employees at all levels are encouraged to:
  • Understand our Operating Principles; make them the guidelines for how you do your job.
  • Be responsible for the customer experience - think and act in ways that put our customers first, give them detailed digital options at every touchpoint, and make them promoters of our products and services.
  • Know your stuff - be hard-working learners, users and advocates of our groundbreaking 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 insights.
  • 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.
  • Get 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 crafted to indicate the general nature and level of work performed by employees in this role. It is not crafted to contain or be interpreted as a comprehensive inventory of all duties, responsibilities and qualifications.

Comcast is an EOE/Veterans/Disabled/LGBT employer.

Comcast is proud to be an equal opportunity workplace. We will consider all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other basis protected by applicable law.

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

2-5 Years

Base pay is one part of the Total Rewards that Comcast provides to compensate and recognize employees for their work. Most sales positions are eligible for a Commission under the terms of an applicable plan, while most non-sales positions are eligible for a Bonus. Additionally, Comcast provides best-in-class Benefits. We believe that benefits should connect you to the support you need when it matters most, and should help you care for those who matter most. That’s why we provide an array of options, expert guidance and always-on tools, that are personalized to meet the needs of your reality – to help support you physically, financially and emotionally through the big milestones and in your everyday life. Please visit the [Register to View] on our careers site for more details.