Comcast
Engineer3-MachineLearning
Neural analysis suggests this role is
optimal for Senior candidates.
“Engineer 3 - Machine Learning at Comcast. Skills: Machine Learning, ML systems, LLM features. Develop machine learning algorithms. Evaluate algorithm accuracy”
Industry & Context.
Solve complex ML problems; Solve system-level problems
What They're Looking For.
Must Have
Foundations in data structures, Foundations in algorithms, Foundations in statistics, Experience building production ML systems, Experience deploying production ML systems, Experience operating production ML systems, Proficiency in at least one ML framework, Proficiency in at least one deep learning framework, Ability to translate ambiguous requirements, 5-7 Years relevant work experience
Nice to Have
Master's degree preferred, Coursework and experience combination, Extensive related professional experience
What You'll Do.
Develop machine learning algorithms
Evaluate algorithm accuracy
Evaluate algorithm functionality
Translate application requirements
Analyze internal solutions
Evaluate third party solutions
Develop novel ways to use ML
Discover new products
Deliver ML features independently
Own production ML system components
Solve complex ML problems
Solve system-level problems
Participate in technical discussions
Influence implementation decisions
Improve ML system performance
Improve ML system reliability
Improve ML system scalability
Improve ML system cost efficiency
Collaborate with cross-functional partners
Translate product requirements
Design LLM-based features
Build LLM-based features
Own LLM-based features
Select LLM frameworks
Select agent frameworks
Apply agent frameworks
How You'll Work.
Team & Collaboration
Collaboration across teams; Cross-functional partners
Full Job Description
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 developing and deploying machine learning algorithms. Evaluates accuracy and functionality of machine learning algorithms. Translates application requirements into machine learning problem statements. Analyzes and evaluates solutions both internally generated as well as third party supplied. Develops novel ways to use machine learning to solve problems and discover new products. Has in-depth experience, knowledge and skills in own discipline. Usually determines own work priorities. Acts as resource for colleagues with less experience. **Job Description** ### **Role Overview:** ### We are seeking a Machine Learning Engineer who can independently deliver ML features and own components of production ML systems. This role emphasizes end-to-end ownership, sound technical judgment, and collaboration across teams. ### ### **Responsibilities:** ### • Design, build, deploy, and operate machine learning features and services end-to-end. ### • Own ML pipelines and model behavior from experimentation through production monitoring. ### • Solve complex ML and system-level problems independently. ### • Participate in technical design discussions and influence implementation decisions. ### • Improve performance, reliability, scalability, and cost efficiency of ML syste
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