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AI Interpretability Researcher

2 months ago

San Francisco, California, United States Connect Group Full time

AI Interpretability Researcher

Salary: $200K - $325K, plus equity

Location: Remote

Connect Group is at the forefront of innovation in the technology sector, aiming to democratize artificial intelligence and enhance its transparency.

Position Overview

In the role of AI Interpretability Researcher, you will play a crucial part in advancing the understanding of AI systems. Your primary focus will be on crafting groundbreaking methodologies to elucidate and refine the functionality of sophisticated AI architectures, especially transformer models. You will be key in devising and implementing strategies to translate these intricate models into more digestible formats, such as code.

Key Responsibilities:

  • Design and execute experiments to assess the efficacy of model interpretation techniques.
  • Investigate and dissect the complexities of AI models to aid in their conversion into code.
  • Handle and analyze large datasets generated from interpretability research.
  • Innovate new strategies to reveal the fundamental workings of extensive language models.
  • Collaborate with a diverse team of skilled researchers and engineers to achieve transformative outcomes.

Ideal Candidate Profile:

  • At least 5 years of experience in a related field.
  • Solid background in machine learning with a successful history of applying ML algorithms (e.g., PyTorch).
  • Familiarity with distributed training frameworks (e.g., PyTorch Lightning, DeepSpeed).
  • Strong programming skills and a passion for programming languages.
  • A curious and analytical approach with a commitment to tackling challenging problems.
  • Ability to thrive in a dynamic, innovative startup atmosphere.