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Graduate Intern, AI Technologies

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Comcast

Mar 13

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Software Engineering
  • Washington, DC, +1

Requirements

  • The ideal applicant should currently be enrolled in a university PhD program (strong MSc students are also welcome to apply), with 2+ years research experience in one of the relevant areas and be able to obtain a work authorization in the US. Applicants should also have good programming and software development skills, and be comfortable working in an interdisciplinary, team-oriented, applied research environment. The expected output of an internship is a proof-of-concept implementation leading to a scientific publication and/or a patent application.
  • Relevant Work Experience:
  • 0-2 Years

Responsibilities

  • Fine-tuning Conversational Models for various customer-related use cases.
  • Evaluate performance metrics like coherence, engagement, and satisfaction for refinement.
  • Design methodologies for high-quality data collection in Comcast's domain.
  • Explore synthetic data generation to address scarcity issues.
  • Investigate reinforcement learning with human feedback for model improvement.
  • Design reward mechanisms for contextually appropriate responses.
  • Implement active learning methods to select instances for human feedback and model training.
  • Investigate biases in conversational AI, particularly in customer interactions.
  • Implement rigorous procedures to identify and mitigate hallucination errors.
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Comcast

Bringing world-class connectivity & platforms and extraordinary content & experiences to millions across the globe.

Telecommunications
Industry
1-10
Employees
1963
Founded Year

Mission & Purpose

Comcast delivers broadband, mobile, and video products that delight customers and technology that powers the future; produces and distributes leading entertainment, sports, and news, and brings incredible theme parks and attractions to life. At the heart of Comcast are our people. Our engineers, designers, creators, storytellers, and entrepreneurs are passionate about the important role we play in millions of people’s lives. Come create the future with us.