Machine Learning Engineer 4

Comcast Comcast · Media · Chennai, India

Senior Machine Learning Engineer responsible for leading the technical design, delivery, and architectural ownership of ML systems and platforms, with a focus on LLM-powered systems and agent development. The role involves driving technical strategy, defining best practices, and improving system reliability and scalability.

What you'd actually do

  1. Own the design and evolution of critical ML services, platforms, or system components.
  2. Drive technical strategy and architectural decisions for ML and LLM-powered systems.
  3. Lead delivery of complex ML initiatives from problem definition through production.
  4. Define best practices for model development, evaluation, deployment, and monitoring.
  5. Establish standards for prompt engineering, LLM evaluation, safety, and agent design.

Skills

Required

  • Experience building and operating large-scale, production ML systems
  • Expertise in one or more ML domains (e.g., NLP, computer vision, forecasting)
  • Hands-on experience with LLM frameworks such as LangChain or LlamaIndex
  • Experience designing and deploying agent-based systems using frameworks such as OpenAI SDK, ADK, or Autogen
  • Systems thinking and architectural judgment
  • Communication skills

Nice to have

  • technical leadership without direct people management

What the JD emphasized

  • Deep experience building and operating large-scale, production ML systems.
  • Proven experience designing and deploying agent-based systems using frameworks such as OpenAI SDK, ADK, or Autogen.

Other signals

  • lead the technical design and delivery of ML systems and platforms
  • architectural ownership
  • technical leadership
  • raising the engineering bar
  • Drive technical strategy and architectural decisions for ML and LLM-powered systems
  • Define best practices for model development, evaluation, deployment, and monitoring
  • Establish standards for prompt engineering, LLM evaluation, safety, and agent design
  • Drive framework and platform strategy for LLM and agent development