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Deep Learning Researcher
hace 2 meses
The Centre for Genomic Regulation (CRG) is a leading international biomedical research institute, based in Barcelona, Spain, with a diverse team of over 400 scientists from 44 countries. We are seeking a highly skilled professional to join our AI for protein design group, where we are pushing the boundaries of foundation models and protein design.
Key Responsibilities- Curate datasets from various modalities to support the development of generalist agents for protein design.
- Perform ablation studies to evaluate the impact of different components on the performance of our models.
- Implement innovative training architectures to improve the generation quality of output proteins.
- Train and benchmark generalist agents to ensure their effectiveness in protein design.
- PhD in Computer Science, Bioinformatics, or a related field (desirable but not required).
- Good knowledge of at least one machine learning framework (PyTorch, TensorFlow, HuggingFace).
- Strong understanding of software engineering and good code practices.
- Ability to think creatively and work independently in a fast-paced science environment.
- Technical and scientific activities contract linked to the project (estimated 3 years).
- Generous salaries, commensurate with qualifications and consistent with our pay scales.
- State-of-the-art infrastructures and unique professional career development opportunities.
- A diverse and inclusive environment, welcoming applicants regardless of age, disability, gender, nationality, ethnicity, religion, sexual orientation, or gender identity.
- Extended vacation periods and flexible working hours.
All applications must include a motivation letter addressed to Dr. Noelia Ferruz and contact details of two referees. Please submit your application online through the 'Apply' button below.
