Machine learning techniques, Deep Learning, PyTorch, TensorFlow
WHO WE ARE
As one team, we work together to deliver a superior customer experience, leveraging cutting edge technology that powers our best in class products and services. Our team designs, develops, delivers, and supports innovative products and services that are essential to bringing internet, TV and voice to more than 28 million residential and business customers that includes our award winning X1 platform. The team also builds and operates mission-critical systems, including those that monitor our network – one of the world’s largest – and its associated cloud infrastructure.
Comcast’s Technology, Product, Xperience (TPX), team needs motivated, qualified individuals to help us fill a full range of positions — from engineers, product designers and developers to Call Center representatives and installation technicians all with the common goal of delivering an outstanding customer experience.
Job Summary
Comcast Applied AI Research is an innovative research group within Comcast’s Technology & Product organization with offices in DC, Philadelphia, Denver, Chicago and Silicon Valley that engages in groundbreaking research to reinvent the customer experience for Comcast’s 22+ Million consumers using AI and machine learning! To learn more about the team visit - https://jobs.comcast.com/ml-ai-team-page. 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
In the Personalization team, we work on cutting-edge research in AI and machine learning to re-invent the customer experience. Using the large amounts of data available to us, we build machine learning models that can help our customers find the content they love. Our team is responsible for building machine learning models for recommendation, personalization, and ranking.
As a key member of our team, you will be using your expertise in Machine Learning to tackle exciting problems such as: addressing fairness and bias in recommendation systems, using reinforcement learning to optimize long-term engagement metrics, using transformer models in recommendation systems, building multimodal models, etc.
A successful candidate will have extensive experience in building novel machine learning models and algorithms as part of PhD research experience or previous work experience as a machine learning researcher. Experience with one of the machine learning libraries such as TensorFlow or Pytorch is also required.
Core Responsibilities:
Employees at all levels are expected to:
Job Specification:
Nice to have:
Comcast Corporation (formerly registered as Comcast Holdings) is an American telecommunications conglomerate headquartered in Philadelphia, Pennsylvania. It is the second-largest broadcasting and cable television company in the world by revenue (behind AT&T), the largest pay-TV company, the largest cable TV company and largest home Internet service provider in the United States, and the nation's third-largest home telephone service provider. Comc
Washington D.C., DC, USA
6-8 year
Philadelphia, PA, USA
2-4 year