工作职责

• Develop, implement and evaluate state-of-the-art ML models for a broad range of bio-medical applications
• Work with large-scale, multi-modal datasets from internal and external sources
• Support of business and innovation projects in the area of medical imaging, bio-medical software or RnD
• 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 of state-of-the-art Machine Learning
• Excellent Python programming skills
• Hands-on experience with popular ML frameworks such as PyTorch or TensorFlow
• Fluent in English both written and spoken
• Experience with application development practices at scale
• 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
• Expert-level knowledge of Deep Learning
• Experienced in working on real world computer vision or signal processing problems
• Industry experience, preferably in the field of life sciences
• Profound experience with cloud computing infrastructure such as AWS and GCP
• Publication record at top conferences and journals