Deep Learning Scientist
Responder al anuncioThe Centre for Genomic Regulation (CRG) is an international biomedical research institute of excellence, based in Barcelona, Spain, with more than 400 scientists from 44 countries. The CRG is composed of an interdisciplinary, motivated and creative scientific team supported by a flexible and efficient administration and high-end innovative technologies.
The AI for protein design group at the CRG is inviting applications for a role centered at the intersection between foundation models and protein design. Our goal is to train generalist agents for the controllable generation of protein design that benefit from interpretability and continual learning. You will curate datasets from different modalities, perform ablation studies, implement innovative training architectures, train generalist agents, and benchmark the generation quality of the output proteins.
About the team
We train new models for protein engineering and design and test them experimentally at our facilities. Explore our lab’s work at www.aiproteindesign.com.
Whom would we like to hire?
Professional experience
Must Have
- We seek exceptional candidates with a passion for computation and deep learning to solve real-life biological problems.
- Good knowledge of at least one machine learning framework (PyTorch, TensorFlow, HuggingFace).
- Good understanding of software engineering and good code practices.
- The capability of thinking out of the box and working independently in a very fast-paced science environment.
Desirable but not required/Nice to have
- PhD in Computer Science, Bioinformatics, or a related field.
Education and training
- MSc in Computer Science, Chemistry, Physics, Maths, or a related discipline.
Languages
- Good communication skills in English.
Competences
- The capability of thinking out of the box.
- Independence at work in a very fast-paced science environment.
The Offer – Working Conditions
- Contract duration: Technical and scientific activities contract linked to the project (estimated 3 years).
- Estimated annual gross salary: We offer generous salaries, commensurate with qualifications and consistent with our pay scales.
- We provide a highly stimulating environment with state-of-the-art infrastructures and unique professional career development opportunities. To check out our training and development portfolio, please visit our website in the training section.
We offer and promote a diverse and inclusive environment and welcome applicants regardless of age, disability, gender, nationality, ethnicity, religion, sexual orientation, or gender identity.
The CRG is committed to reconciling work and family life of its employees and offers extended vacation periods and the possibility to benefit from flexible working hours.
Application Procedure
All applications must include:
- A motivation letter addressed to Dr. Noelia Ferruz.
- Contact details of two referees.
All applications must be addressed to Dr. Noelia Ferruz and be submitted online through the "Apply" button below.
Selection Process
- Pre-selection: The pre-selection process will be based on qualifications and expertise reflected in the candidates' CVs. It will be merit-based.
- Interview: Preselected candidates will be interviewed by the Hiring Manager of the position and a selection panel if required.
- Offer letter: Once the successful candidate is identified, the People department will send a Job Offer, specifying the start day, salary, working conditions, among other important details.
Deadline
Please submit your application by September 30, 2024.
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