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NVNVIDIA Switzerland AG

Deep Learning Engineer, LLM Accuracy Evaluation(m/w/x)

Zürich
Full-timeOn-siteSenior
AI/ML
Data Science

Pioneering LLM, RAG, and vision model accuracy evaluation methodologies. 10+ years AI/NLP experience required. Delivering flagship models as optimized NVIDIA NIMs.

Requirements

  • BS, MS, or PhD in Computer Science, AI, Applied Math, or related field, or equivalent experience
  • 10+ years of AI experience in NLP and LLMs
  • Strong problem-solving, debugging, performance analysis, test design, and documentation skills
  • Solid mathematical foundations and expertise in AI/DL algorithms
  • Excellent written and verbal communication skills
  • Ability to work independently and collaboratively
  • Adaptability to fast-paced environment
  • Experience in accuracy evaluation of LLMs (OpenLLM Leaderboard or HELM)
  • Hands-on experience with inference and deployment environments like TensorRT, ONNX, or Triton
  • Passion for DevOps/MLOps practices in deep learning product development
  • Experience running large-scale workloads in HPC clusters
  • Strong understanding of Linux environments
  • Strong understanding of containerization technologies like Docker

Tasks

  • Pioneer new methodologies for assessing deep learning model performance
  • Accurately evaluate LLMs, RAG, agents, and vision models
  • Collaborate with partners and the open-source community
  • Deliver flagship models as optimized NVIDIA Inference Microservices (NIM)
  • Research and develop deep learning methodologies for model evaluation
  • Evaluate new model families across diverse domains
  • Analyze, influence, and enhance AI/DL libraries, frameworks, and APIs
  • Ensure consistency with best engineering practices
  • Research, prototype, and build robust tools and infrastructure pipelines
  • Support AI initiatives

Work Experience

  • 10 years

Education

  • Bachelor's degreeOR
  • Master's degree

Languages

  • EnglishNative

Tools & Technologies

  • AI
  • NLP
  • LLMs
  • TensorRT
  • ONNX
  • Triton
  • DevOps
  • MLOps
  • Docker
  • Linux
  • HPC
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