Postdoctoral Researcher in State Estimation for Continuum Robots (M/F)

Karlstad University; Grenoble; Sur place; EUR 40 000 - 60 000; Plein temps

Résumé du poste

A research university in France is looking for a Postdoctoral Researcher in State Estimation for Continuum Robots. The position involves developing state estimation methods, implementing imaging systems, and conducting experiments in a collaborative interdisciplinary environment. Ideal candidates will hold a PhD in Robotics or a related field, with strong skills in control systems and AI. The role offers a starting salary of €2,900 gross monthly, depending on experience.

Qualifications

• Strong analytical foundations and experience in state-estimation theory.
• Advanced knowledge of deep learning and reinforcement learning highly desirable.
• Experience in image processing will be a major asset.

Responsabilités

• Develop state estimation methods inspired by control theory and hybridized with AI.
• Implement imaging systems and perform image processing.
• Conduct and supervise experiments.

Connaissances

Control systems

Robotics

Optimization

Deep learning / Reinforcement learning

Image processing

Programming languages (C++, Python)

Written and oral presentation techniques (mainly LaTeX)

Formation

PhD in Automatic Control, Robotics or related field

Outils

Domain-specific software

Description du poste

Postdoctoral Researcher in State Estimation for Continuum Robots (M/F)

Recruitment Type: Fixed-term contract (CDD)

Contract Duration: From January 1st, 2026 to January 31st, 2027

Presentation of the structure:

The Translational Research in Medicine and Complexity Laboratory (TIMC) is a research unit (UMR 5525, jointly operated by CNRS and Université Grenoble Alpes), headed by Alexandre Moreau‑Gaudry. The laboratory conducts interdisciplinary research at the core of translational health research. It brings together more than 300 people, in close proximity and collaboration with Grenoble Alpes University Hospital (CHU Grenoble Alpes), and hosts expertise from many fields, illustrated by the participation of both researchers and clinicians.

Within TIMC, the GMCAO team (Computer‑Assisted Medical and Surgical Procedures), led by Sandrine Voros, INSERM Researcher, is a pioneer in the field of computer‑assisted medical interventions. The team contributes its expertise in medical robotics, developed over nearly 30 years, including the coordination of the CAMI LabEx and the creation of more than 10 start‑ups.

The GMCAO team aims to establish, in the long term, a federative experimental platform dedicated to continuum/flexible robots for medical applications. This initiative began in 2019 with support from CNRS (INS2I) and the recruitment of a permanent researcher specializing in the field.

Main Missions

Under the supervision of Dr. Taha Chikhaoui, CNRS Researcher and member of the GMCAO team, you will be responsible for:

• Developing state estimation methods, inspired by control theory and hybridized with AI, for continuum robots using exteroceptive and proprioceptive measurements as well as mechanical modeling.
• Implementing and operating imaging systems and performing image processing.
• Implementing dedicated software and hardware, and conducting and supervising experiments.
• Interacting with project partners and ensuring project follow‑up.

Primary Activities

• Study and structure the state of the art in state estimation and AI-based methods.
• Analyze the scientific needs related to the project and contribute to drafting the project specifications.
• Propose original state estimation methods for continuum robots and implement them.
• Master image processing tools and use them for state estimation.
• Lead the development of software and hardware experiments, interpret results, and validate them.
• Present, disseminate, and promote results, notably through scientific publications.

Position Specifics

These specifics are defined according to the regulations of Université Grenoble Alpes and the host laboratory (TIMC).

Technical Skills

• Control systems
• Robotics
• Optimization
• Deep learning / Reinforcement learning
• Image processing
• Engineering science fundamentals
• Programming languages (C++, Python)
• Written and oral presentation techniques (mainly LaTeX)

Operational Skills

• Project management
• Autonomy and motivation
• Use of domain‑specific software

Education, Degree, and Desired Experience

A PhD (or equivalent) in Automatic Control, Robotics, or a related field.

Strong analytical foundations and experience in state‑estimation theory (Kalman filters, observers, particle filters, etc.) are required.

Advanced knowledge of deep learning and/or reinforcement learning is highly desirable. Experience in image processing will be a major asset.

Salary

Starting from €2,900 gross monthly, depending on experience.

Job Details

Université Grenoble Alpes brings together the main public higher education institutions of Grenoble and Valence.