Postdoctoral Researcher in Topological Data Analysis
il y a 2 jours
We are seeking a highly skilled Postdoctoral Researcher to join our team at Inria, a leading research institute in the field of digital sciences. The successful candidate will be part of the PreMediT project, which aims to develop new mathematical and computational tools for Precision Medicine.
Key Responsibilities- Design and develop new computable invariants for multiparameter persistence modules
- Design and develop new descriptors for multivariate/multimodal time series based on Topological Data Analysis
- Enhance existing Deep Learning or Reinforcement Learning based methods to compute optimal treatment policies using the above descriptors
- Build new models for data generation
- Strong expertise in mathematical foundations of TDA, particularly multi-parameter persistence theory
- Expertise in applications of TDA to time series data, particularly to multivariate time series
- Expertise in applications of TDA to healthcare data at large
- Expertise in interactions of TDA with statistics, particularly with causal inference
- 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 and flexible organization of working hours
- Professional equipment available
- Social, cultural and sports events and activities
- Access to vocational training
- Social security coverage
2788€ gross/month
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Postdoctoral Researcher in Topological Data Analysis
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