数据科学家 - 计算机视觉
职位编号: 78669527

发布日期: 2021-02-04

电子邮箱: cv_bayer@vip.sina.com
工作年限: 3-4年
招聘人数: 1人
工作地点: 上海
公司: 拜耳(中国)有限公司
主要职责:

工作职责

  • Develop, implement and evaluate state-of-the-art ML models with a focus on Computer Vision and Medical Imaging
  • Work with large-scale, multi-modal datasets from internal and external sources
  • Support of business and innovation projects in the area of radiology and medical imaging
  • Maintain awareness of state-of-the-art application of AI in life science industries and research
  • Publish innovative methodologies and scientific discoveries in peer reviewed journals
  • Lead scaling up activities transforming data science prototype to end to end solutions by leveraging skills across a large IT unit interacting with business domain experts in their daily work

任职要求

  • MSc degree in Machine Learning, Computer Vision, Computer Science or Applied Mathematics with at least 3 years of relevant industry experience
  • Broad knowledge in Medical Imaging / Computer Vision and Machine Learning
  • Excellent Python programming skills
  • Hands-on experience with popular ML frameworks such as PyTorch or TensorFlow
  • Hands-on experience with the computer vision ecosystem (e.g. OpenCV, SimpleITK, …)
  • Experience with application development practices at scale
  • Fluent in English both written and spoken
  • Ability to work independently and in a team, understand business requirements and make the right trade-offs
  • PhD in Machine Learning, Computer Vision, Computer Science or Mathematics with a strong applied focus
  • Industry experience in image processing, preferably in the field of life sciences
  • Profound experience with cloud computing infrastructure such as AWS and GCP
  • Expert-level knowledge on Federated / Continual Learning
  • Publication record at top conferences and journals
   
   

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