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REResaro

Senior AI Scientist, LLM(m/w/x)

München
Full-timeOn-siteSenior
AI/ML
Data Science

Designing evaluation frameworks for generative AI systems, benchmarking large language models for AI assurance. First principles thinking essential. Work on novel AI evaluation challenges.

Requirements

  • Ability to think from first principles
  • Leadership by example
  • Open and respectful communication
  • Ability to thrive in a fast-paced environment
  • Willingness to navigate uncertainty
  • Extensive experience in deploying LLMs
  • Strong experience in evaluating LLMs
  • Proven track record with large language datasets
  • Excellent written and verbal communication skills
  • Solid programming skills in Python
  • Passion for applied research in AI
  • Published research in generative AI (nice to have)
  • Hands-on experience with model explainability tools (nice to have)
  • Familiarity with cloud-based platforms (nice to have)

Tasks

  • Lead the design and implementation of evaluation frameworks for generative AI systems
  • Establish and refine metrics for model quality, including fidelity and bias detection
  • Perform technical evaluations and benchmarking on large language models
  • Design custom evaluation approaches based on client needs and scientific research
  • Develop technical AI evaluation frameworks and tools with the product management team
  • Define metrics for evaluating model performance, such as accuracy and coherence
  • Curate and manage high-quality datasets for evaluating large language models
  • Mentor junior data scientists on best practices for LLM evaluation
  • Stay updated on advancements in NLP and LLM evaluation methods

Work Experience

  • 5 - 8 years

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • AWS
  • GCP
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