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Machine Learning Research Scientist
2 months ago
Enigma is seeking a highly skilled Machine Learning Research Scientist to join our dynamic team. As a key member of our research group, you will play a crucial role in developing innovative machine learning solutions to combat climate change.
Key Responsibilities:- Contribute to the development of large-scale generative models for materials discovery
- Create new graph neural network architectures for atomic systems
- Collaborate with computational chemists to enhance existing approaches
- Leverage unstructured data to develop supplementary models for low-data domains
- Work closely with experimental scientists to test new materials in real-world applications
- PhD or equivalent experience in machine learning research
- Strong background in algorithms, data structures, and code standards
- Hands-on experience with deep learning and PyTorch
- Familiarity with performance optimization of deep learning models
- Experience with distributed training and remote computing environments
- Interest in computational approaches to molecule and materials design
- Willingness to collaborate with experimental scientists
- Experience working with graph neural networks or message passing neural networks
- Interest in high-impact research at the intersection of machine learning and materials science
- Ability to collaborate effectively with a diverse team of experts
- Strong communication skills and a proactive approach to problem-solving