Comcast AI Research Intern

Comcast Comcast · Media · DC - Washington, 1325 G ST NW STE 300, MA - Virtual - D+, IN - Virtual - B+ - CST, IN - Virtual - B+ - EST

Research intern role focused on training and aligning large language models for conversational AI applications, with an emphasis on dialogue generation, evaluation, and data collection.

What you'd actually do

  1. Develop algorithms for generating diverse and contextually appropriate dialogues to improve conversational agents.
  2. Investigate methods for generating coherent multi-turn conversations to enhance the naturalness of conversational agents.
  3. Create simulated evaluators or judges to provide feedback on conversational bot performance.
  4. Develop ML methods to identify and collect high-quality training data for conversational agents.
  5. Explore techniques for dynamically adapting data collection strategies based on model feedback and performance metrics.

Skills

Required

  • NLP
  • Information Retrieval
  • programming
  • software development

Nice to have

  • Semantic Parsing for Natural Language Understanding (NLU)
  • Aligning LLMs for task-oriented dialogue/Conversational Agents
  • Evaluation with and for LLMs

What the JD emphasized

  • training large language models
  • conversational AI
  • Aligning LLMs for task-oriented dialogue/Conversational Agents
  • Evaluation with and for LLMs
  • training large language models
  • conversational AI
  • aligning LLMs
  • evaluation with and for LLMs

Other signals

  • training large language models
  • conversational AI
  • aligning LLMs
  • evaluation with and for LLMs