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Job Description
Role : As a Senior Data Scientist , you will be responsible for designing, developing, and deploying embedded AI models that drive DREEVEN's intelligent movement. You will transform high-frequency sensor data into real-time decision-making and adaptive control, deploying an AI system that learns and reacts to each user's gait.
This is a unique opportunity to build something profoundly meaningful, technically complex, and at the forefront of robotics, medical technology, and artificial intelligence.
Main Responsibilities
Design and train classification, prediction, and control models using Machine Learning and Deep Learning.
Analyze time-series data from IMUs, pressure sensors, encoders, and other embedded systems.Embedded AI Integration :Collaborate with embedded systems engineers to deploy models in optimized runtime environments.
Ensure models operate in real-time with high performance and robustness on embedded systems.ML Operations and Infrastructure :Create and maintain end-to-end ML pipelines, from data collection to deployment and monitoring.
Utilize cloud tools for training and monitoring.Collaboration and Research :Work cross-functionally with hardware, software, and clinical teams.
Contribute to scientific research, patents, and publications, as appropriate.Continuously improve algorithms based on the latest research.Validation and Iteration :Participate in user testing and clinical trials to validate model performance.
Iteratively improve algorithms based on real-world use and specific cases.Essential Skills and Experience
5+ years professional experience in Data Science, ML Engineering, or Robotics AI.Proficiency in Python, C++, or similar languages.Experience with MATLAB or Simulink.Strong skills in Python, including TensorFlow or PyTorch.Practical and theoretical knowledge of reinforcement learning.Experience deploying embedded AI models on microprocessors / microcontrollers.Expertise in time-series analysis and predictive modeling.Knowledge of signal processing and sensor data analysis.Familiarity with ML Ops workflows and deployment on embedded systems.Proficiency in SQL and database management.Proven ability to work independently and manage projects from conception to deployment.Excellent problem-solving skills and ability to analyze complex technical issues.Strong project management skills, capable of handling multiple projects in a fast-paced environment.Fluent in English (spoken and written) – B2 level or higher.Nice to Have
Experience with Nvidia Isaac Sim or other physics-based simulators.Knowledge of mechatronics or embedded systems (Arduino, Jetson, Raspberry Pi).Experience with signal processing for IMUs or biomechanical data.Previous experience in medical devices or embedded robotics.Why Join REEV
Competitive salary + stock options + potential relocation assistance.Strong team culture, onsite and close to Toulouse.Opportunity to work on cutting-edge AI and robotics.Diverse, collaborative interdisciplinary team.Real impact on mobility and independence.Personal and professional growth in a rapidly evolving startup.Conditions
Contract : CDI, 218 days / year, in-person with occasional remote work.
Salary / Benefits : €45K - €60K, meal vouchers, stock options.
Experience : Minimum 5 years.
Start Date : ASAP.
Location : 445 L’Occitane, 31670 LABEGE.
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