Company

Machine Learning And AiSee more

addressAddressCupertino, CA
CategoryInformation Technology

Job description

- Conduct detailed failure analysis on large multimodal models and machine learning models- Prototype novel evaluation and benchmark methods from foundation model literature research- Develop tools for analyzing and visualizing data- Design and implement experiment (DOE) for engineering studies and large scale user studies- Facilitate and support data collection and analysis in collaboration with other groups- Contribute in defining feature specifications and anticipated user experience based on data insights

Request

  • Extensive knowledge in statistical data analysis and machine learning techniques
  • Solid foundation in data science, deep learning, computer vision, machine learning
  • Demonstrated experience in in-depth analysis of machine learning model failures
  • Proven expertise in data and model evaluation
  • Proficiency in Data Centric AI
  • Familiarity with various foundation models, such as SAM, LLAMA, LLaVA, CGPT4V, CLIP
  • Advanced proficiency in at least one scripting language, preferably Python
  • Experience with analytical tools such as Jupyter, Pandas, NumPy, Matplotlib
  • Outstanding verbal and written communication skills, along with strong collaborative abilities
  • Experience in training models using frameworks like PyTorch, TensorFlow, Jax, etc
  • You are self-motivated and curious with demonstrated creative and critical thinking capabilities and a highly developed drive to improve how things work
Refer code: 8207443. Machine Learning And Ai - The previous day - 2024-02-18 06:12

Machine Learning And Ai

Cupertino, CA
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