Data Scientist - AI (M/F)

Your Role

As a Data Scientist, you will be responsible for the design, development, and deployment of embedded AI models that power 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 deeply meaningful, technically complex, and at the frontier of robotics, medical technology, and artificial intelligence.

Main Responsibilities

Model Development

• Design and train classification, prediction, and control models via Machine Learning and Deep Learning.
• Analyze time-series data from IMU, pressure sensors, encoders, and other embedded systems.

ML Operations and Infrastructure

• Create and maintain end-to-end ML pipelines, from data collection to model deployment and monitoring.
• Leverage 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, where applicable.
• Continuously improve algorithms based on state-of-the-art advancements.

Validation and Iteration

• Participate in user testing and clinical trials to validate model performance.
• Continuously improve algorithms based on real-world usage and edge cases.

Essential Skills and Experience

• Minimum 2 years of professional experience in Data Science, ML Engineering, or robotics AI.
• Proficiency in programming languages such as Python, C++, or similar.
• Deep knowledge of TensorFlow or PyTorch and associated quantization/optimization tools.
• Strong skills in Python, including the use of TensorFlow or PyTorch.
• Solid understanding of deep learning, both theoretical and practical.
• Strong experience in time-series analysis and predictive modeling.
• Knowledge of signal processing and sensor data analysis.
• Familiar with ML Ops workflows and deployment on embedded systems.
• Proficiency in SQL, database manipulation.
• Proven ability to work independently and drive projects from ideation to deployment.
• Problem Solving: Excellent analytical and complex technical problem-solving skills.
• Project Management: Ability to manage multiple projects simultaneously and meet deadlines in a fast-paced environment.
• Proficiency in English (written and spoken) - B2 level or higher.

Bonus Points

• Knowledge of mechatronics or embedded systems (Arduino, Jetson, Raspberry Pi).
• Experience in signal processing for IMU or biomechanical data.
• Previous experience in medical devices or embedded robotics.
• Experience in embedded systems
• Experience in MatLab or Simulink.
• Experience with on-target embedded AI models (microprocessors and/or microcontrollers).