Machine Learning Research Expert
3 days ago
Pioneer cutting-edge machine learning solutions for genetic data interpretation as a Machine Learning Research Expert at Relation Therapeutics Limited. Collaborate with an interdisciplinary team of Data Scientists, Computational Biologists, and experimental scientists to drive our strategic priorities in machine learning.
Key Responsibilities:- Design and execute innovative machine learning projects using the latest methods and engineering practices.
- Work closely with bioinformaticians and experimental scientists to translate ML methods for drug development and computational biology.
- Contribute creative input to ML projects, adhering to Relation's AI standards and ways of working.
- Engage in basic ML research and establish a presence in the external ML community through publications at major conferences and technical blogs.
As a Machine Learning Research Expert, you will leverage your experience from high-performing ML research groups, adhering to our engineering standards and practices. You will collaborate with senior group members to engage in basic ML research and establish a presence in the external ML community.
Requirements:- A BSc in machine learning, computer science, or other quantitative discipline; or equivalent industrial experience and preferably a PhD in machine learning, computer science, or another quantitative discipline.
- Deep expertise in contemporary AI/ML methods and topics, including computer vision, NLP, structured data, probabilistic/causal ML, normalising flows, etc.
- Experience with biological/health/chemical data
- A proven track record of excellence in machine learning research including conference papers/presentations at NeurIPS/ICML/ICLR
- Track record of collaborating successfully with AI engineering teams to deliver complex modelling projects
- Experience as a proficient Python developer (2-5 years of industrial experience); must be familiar with modern software engineering practices and the use of modern collaborative tools.
- Experience in at least one major machine learning platform
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