Algorithm Researcher

Roche UK

Shanghai, China
Radiomics model development
Multimodal llm development
Generative ai application
Develop and validate algorithm models based on radiomics, clinical data, and Multimodal Large Language Models (LLMs) to support scientific clinical research

Job Summary

  • Develop and validate algorithm models based on radiomics, clinical data, and Multimodal Large Language Models (LLMs) to support scientific clinical research.
  • Collaborate with oncology experts and hospitals to drive the innovative application of Generative AI, Large Language Models (LLMs), and domain-specific AI in tumor diagnosis, treatment recommendation, and prognosis evaluation.
  • Stay updated on global trends in radiomics and explore innovative applications of AI/ML in precision oncology, preparing technical documentation and research papers.

Matching Summary

Develop and validate algorithm models based on radiomics, clinical data, and Multimodal Large Language Models (LLMs) to support scientific clinical research.

Skills & Requirements

Must-have

  • Radiomics model development
  • Multimodal LLM development
  • Generative AI application
  • Python/PyTorch proficiency
  • Clinical decision support tools
  • Algorithm validation pipelines

Nice-to-have

  • Oncology clinical research workflows
  • AI ethics and data privacy
  • Personal expression and open dialogue
  • Cross-functional team coordination

Key Requirements

  • Master’s degree or above
  • > 3 years' experience
  • AI/ML algorithm development experience
  • LLM/LMM development experience
  • Medical imaging tools familiarity

Work Rights

Not specified

Tailored Resume

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