Data Scientist

Data Scientist

About CorrActions 

CorrActions is at the forefront of enhancing road safety by equipping vehicles and fleets with the capability to detect and respond to drivers' cognitive impairments due to factors such as alcohol, fatigue, drugs, and stress. Our groundbreaking work is supported by industry giants like Volvo Cars, Goodyear, and Blackberry, highlighting our commitment to innovation and safety in the automotive sector. 

Job Description

As a Data Scientist at CorrActions, you will be at the forefront of cognitive state research, developing cutting-edge deep learning algorithms and models for cognitive states detection with real-world impact on road safety. You will collaborate with a team of experts in a dynamic and fast-paced environment to push the boundaries of what is possible in the realm of cognitive state monitoring.

Key Responsibilities

Data Collection and Analysis

• Gather and analyze large volumes of multimodal driving data.
• Develop algorithms to process and interpret complex physiological and behavioral data collected during driving simulations and real-world scenarios.
• Collaborate with neuroscientists to interpret drivers data in the context of driving behavior and cognitive load.

Model Development

• Create machine learning models to detect driver drowsiness, inattention, and other risky behaviors.
• Develop predictive models to forecast potential safety risks based on driver's physiological and behavioral patterns.
• Optimize algorithms for deployment in vehicle environments, ensuring they can run efficiently with limited computational resources.
• Conduct ongoing research to refine and enhance the accuracy and reliability of driver state detection algorithms.

Required Skills and Qualifications

• PhD or MSc in Computer Science or Electrical Engineering or related discipline.
• 5 Years experience as a Data Scientist.
• ML, DL: PyTorch.
• Multivariate Time Series Analysis: Ability to handle and interpret complex temporal data.
• Data Analysis: Proficient in extracting insights from large datasets.
• Programming: Proficiency in Python.
• MLOps: Familiarity with MLOps practices and tools like ClearML.
• Cloud Computing: Experience with AWS.
• Version Control: Proficiency in Git for source code management.

Advantage

• Computational Neuroscience: Understanding of brain-inspired algorithms and models.
• Knowledge of signal processing techniques for EEG, ECG, and other physiological data.
• Familiarity with computer vision techniques and facial recognition algorithms.
• Excellent analytical and problem-solving skills.
• Strong communication skills to collaborate with multidisciplinary teams and present findings to non-technical stakeholders.

Employment Details

• Time commitment: Full-time
• Location: hybrid 2 days in office

Apply

• Send CV via email to jobs@corractions.com with subject “Data Scientist CV”