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 requirements, and contributing to intellectual property and future product development through research and proof-of-concept solutions. The role also includes evaluating ML solutions and conducting case studies.

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
  • Proof of concept design

Nice to have

  • API development
  • Patent creation

What the JD emphasized

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

Other signals

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