Overview of the Computer Vision Engineer Role at Motive
Motive is seeking a dedicated Computer Vision Engineer to join its innovative team focused on enhancing the safety and efficiency of trucking through advanced technology. This role involves leveraging cutting-edge computer vision techniques to analyze driving behavior, identify potential risks, and recommend actionable insights. The aim is not only to enhance fleet safety but also to contribute positively to road safety on a broader scale.
As a member of a high-caliber team comprised of experienced researchers and engineers, you will have the opportunity to collaborate with specialists in Computer Vision, Machine Learning, Deep Learning, and Robotics. This team has a proven history of delivering impactful products and publishing research in top-tier outlets.
Key Responsibilities
In this position, your responsibilities will include:
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Model Optimization: You will work on enhancing the performance of existing models and algorithms in production. This involves refining algorithms to operate effectively in real-time on the next-generation AI dashcam
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Algorithm Development: Your role will require building and optimizing computer vision and machine learning algorithms that are capable of running efficiently on embedded platforms. This includes developing automated deployment and validation pipelines
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Collaboration: You will collaborate with various teams, including Research and Development, Embedded Systems, and Backend/Frontend teams, to deliver comprehensive product features. This multidisciplinary approach is essential for solving complex challenges related to object detection, segmentation, and recognition
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Hands-On Development: Proficient coding in Python and C++ will be vital for constructing and improving algorithms, services, and training pipelines. You will be expected to convert state-of-the-art research prototypes into reliable product features
Qualifications and Skills
To be successful in this role, candidates should possess:
- A Bachelor’s degree in Computer Science, Software Engineering, Data Science, Artificial Intelligence, or a related field. A Master’s or PhD in Computer Vision, Deep Learning, or Machine Learning is preferred.
- A solid mathematical foundation in relevant areas such as Computer Vision, Deep Learning, Machine Learning, and optimization techniques.
- Hands-on experience with training frameworks and tools like TensorFlow, PyTorch, or Caffe.
- Strong programming skills in Python or C++, along with experience in building embedded algorithms and applications
- Familiarity with AWS services (e.g., SageMaker, Lambda, EC2, S3, RDS) and CI/CD tools is advantageous. Experience with tools like Docker, Kubernetes, Terraform, and the Eigen library or Real-Time Operating Systems (RTOS) will be considered a strong plus
Commitment to Diversity and Inclusion
Motive is dedicated to creating a diverse and inclusive workplace. The company embraces a range of backgrounds, experiences, abilities, and perspectives, promoting an environment where everyone can thrive and contribute effectively
For more details about this role and to learn more about Motive, you can visit their official website at gomotive.com.
