Engineer 2 - Machine Learning

Comcast Comcast · Media · Chennai, India

This role focuses on implementing, training, and deploying machine learning models for consumer products. It involves designing data pipelines, documenting technical aspects, and contributing to research for future product development. The position also includes evaluating ML solutions and creating proof-of-concept strategies.

What you'd actually do

  1. Implementing, refining, and validating machine learning algorithms tailored for company products and applications
  2. Training machine learning models, validating their accuracy, and manage the deployment of these models into production environments
  3. Designing and developing data pipelines, ensuring proper data ingestion, validation, cleaning, and monitoring
  4. Researching and authoring documentation and technical requirements, including white papers, test results, and formal recommendations
  5. Innovating by contributing to the creation of patents, Application Programming Interfaces (APIs), and other intellectual property

Skills

Required

  • Machine learning algorithms
  • Model training
  • Model deployment
  • Data pipeline design
  • Technical documentation
  • Research
  • Evaluation of ML solutions
  • Proof of concept design

Nice to have

  • Patents
  • APIs

Other signals

  • implementing machine learning algorithms for products
  • model training, and deployment management
  • data pipeline design
  • research contribution for future development