The recruited engineer will be co-supervised by MdS and Joliot to implement this new approach. To achieve a portable, efficient code that fully exploits GPUs, the core of the code will be developed using the Kokkos library, for which there is strong expertise at MdS and within the CExA [1]project. Subsequently, a Python interface will be established to make the code easily usable by the community of biologists/bioinformaticians/biophysicists, knowing that ultimately GenEx could interest many teams in various fields of application.
The initial applications will focus on yeast, whose genome contains 6k genes each with 300 to 3k base pairs. To interpret experimental results, it is necessary to simulate several million experiments for each gene with a model having about ten free parameters (>100Mh with current methods). One of the long-term objectives will be to conduct a similar study on the human genome (20k genes with 300 to 3M base pairs) on the Exascale machine soon to arrive at CEA. PTC funding is essential to initiate the implementation of the code, and the significant results thus obtained will have a substantial leveraging effect for further development.
Mission
As part of the GenEx team you will be responsible to develop and test the new software in collaboration with experts of genomics at Joliot and of computer science at MdS.
Your mission will include:
- Discussions and set-up of the physical models to modelise DNA repairs
- Test of various algorithms to solve these models
- Development of an highly efficient code, based on Kokkos, to implement the previous
Skills :
- You have a master and/or an engineering degree in computer science and:
- You have a good knowledge of C++
- You have skills in software engineering. You are familiar with common development environments and associated tools
- Knowledge of parallel programming (GPU, multi-threaded, etc.) is a plus, especially with the Kokkos library or equivalent.
- You are autonomous and you wish to be part of an interdisciplinary work team.
Salary and benefits
The CEA offers salaries based on your degrees and experience. This position offers several advantages:
- Numerous opportunities to travel internationally (exchanges, conferences, workshops and more)
- Up to 3 days of telecommuting per week
- Reimbursement of up to 75% of public transport cards and a free transport network throughout the Ile-de-France region,
- An interesting complementary health insurance and several company savings plans,
- 9 weeks of paid vacation per year.
In accordance with CEA's commitments to the integration of people with disabilities, this position is open to everyone. The CEA offers accommodations and/or organizational arrangements for the inclusion of workers with disabilities.
Similar Positions
-
Caractérisation Des états Transitoires De La Matière Par Une Approche Couplée Simulation Expérience // Characterization Of Transient States Of Matter Using A Coupled Simulation Experiment Approach, Université Paris-Saclay GS Physique, France, 3 months ago
30 Jan 2025 Job Information Organisation/Company Université Paris-Saclay GS Physique Research Field Engineering » Electronic engineering Researcher Profile Recognised Researcher (R2) Leading Resea...
-
Junior Research Scientist In Sustainable Genetic Management Of Ruminant Populations, French National Research Institute for Agriculture, Food, and the Environment (INRAE), France, 3 months ago
28 Jan 2025 Job Information Organisation/Company French National Research Institute for Agriculture, Food, and the Environment (INRAE) Department UMR 1313 GABI Research Field Biological sciences R...
-
Junior Research Scientist In Sustainable Genetic Management Of Ruminant Populations, Nature Careers, France, about 2 months ago
Get to know us The French National Research Institute for Agriculture, Food, and the Environment (INRAE) is a public research organisation. It is a community of 12,000 people with more than 200 re...
-
Junior Research Scientist In Placental Function, French National Research Institute for Agriculture, Food, and the Environment (INRAE), France, 3 months ago
28 Jan 2025 Job Information Organisation/Company French National Research Institute for Agriculture, Food, and the Environment (INRAE) Department 1198 BREED Research Field Biological sciences Rese...
-
Assistant/Associate Professor In Information Processing And Machine Learning For Digital Health, Télécom SudParis, France, 3 months ago
29 Jan 2025 Job Information Organisation/Company Télécom SudParis Department EPH Research Field Computer science » Other Researcher Profile Recognised Researcher (R2) Positions Other Positions Cou...
-
R&D Engineer In Support Of Communication Platforms Permanent Contract, Télécom Paris, France, 3 months ago
6 Feb 2025 Job Information Organisation/Company Télécom Paris Research Field All Other Information science » Other Technology » Telecommunications technology Technology » Quantum technology Resear...