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python pytorch machine learning histology📋 Description
- Design, develop and implement advanced deep-learning models to extract insights from histology imaging data
- Collaborate with engineers, clinical experts and PMs on data-driven, interpretable clinical solutions
- Develop and maintain scalable data pipelines and infrastructure to support data science projects
- Translate research algorithms into clinical-grade tools with regulatory inputs
- Communicate results to stakeholders and publish in research venues
- Stay up-to-date with latest ML, medical imaging and data science developments
🎯 Requirements
- PhD or equivalent practical experience in a technical field
- Experience and a track record of innovation in deep learning and statistics
- Expertise in processing and analysing large image datasets using statistical methods
- Ability to work independently in multidisciplinary teams within a fast-paced startup
- Strong programming in Python and experience with PyTorch
- Strong communication and collaboration skills; remote and in-person
🎁 Benefits
- Opportunity to shape research direction at a well-funded startup
- Remote work with in-person collaboration in London/Oxford travel
- Collaborative, high-caliber team culture
- Commitment to equality and accessible accommodations
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