Postdoctoral Researcher
il y a 2 semaines
We are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA, focusing on Cooperative Inference Strategies. This position is part of a larger research project aimed at developing novel inference delivery networks for machine learning applications.
Research GoalsThe successful candidate will work on designing and implementing inference delivery strategies for machine learning models in distributed networks. This will involve studying the trade-offs between latency, accuracy, and resource consumption, as well as investigating ensemble learning approaches to combine inferences from multiple models.
Key Responsibilities- Design and implement inference delivery strategies for machine learning models in distributed networks
- Study the trade-offs between latency, accuracy, and resource consumption
- Investigate ensemble learning approaches to combine inferences from multiple models
- Collaborate with researchers from INRIA and Nokia Bell Labs on the project
The ideal candidate will hold a Ph.D. in Applied Mathematics, Computer Science, or a closely related field. They should have a strong background in machine learning, optimization, and statistical learning, as well as good programming skills. Previous experience with PyTorch or TensorFlow is a plus.
What We Offer- Subsidized meals
- Partial reimbursement of public transport costs
- Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave
- Possibility of teleworking (after 6 months of employment) and flexible organization of working hours
- Professional equipment available (videoconferencing, loan of computer equipment, etc.)
- Social, cultural, and sports events and activities
- Access to vocational training
- Social security coverage
Gross Salary: 2788 € per month
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