À propos de ce poste Senior AI Engineer chez Motive
Who we are:
Motive empowers the people who run physical operations with tools to make their work safer, more productive, and more profitable. For the first time ever, safety, operations and finance teams can manage their drivers, vehicles, equipment, and fleet related spend in a single system. Combined with industry leading AI, the Motive platform gives you complete visibility and control, and significantly reduces manual workloads by automating and simplifying tasks.
Motive serves nearly 100,000 customers – from Fortune 500 enterprises to small businesses – across a wide range of industries, including transportation and logistics, construction, energy, field service, manufacturing, agriculture, food and beverage, retail, and the public sector.
Visit gomotive.com to learn more.
About the Role:
As a Software Engineer — ML, Perception, you will be part of a passionate team whose mission is to bring intelligence to the world's trucks. The team is focused on building technology to understand driving behavior, identify risk factors, and intelligently suggest coachable events that improve fleet safety and potentially save millions of dollars while making roads safer.
You will have a unique opportunity to work with a high-caliber and fast-paced team of experienced researchers and engineers in Computer Vision, Machine Learning, Deep Learning, and Robotics with a track record of previous products and top-tier publications. You will play a critical role in building and improving technology used by millions of trucks.
In this role, you will design and implement complex computer vision systems. You will have the opportunity to build and/or improve algorithms for edge processing, implement cloud services, and integrate them to deliver end-to-end product features. You will also get exposure to large-scale ML infrastructure that facilitates large amounts of data to train, test, and validate computer vision systems.
What You'll Do:
- Evaluate and improve the performance of existing models and algorithms in production
- Conduct research and execute experiments to build new AI models and algorithms
- Build and optimize CV/ML algorithms for real-time performance on embedded platforms (next-gen AI dashcam)
- Write proficient Python and C++ code to build and improve CV algorithms, ML services, training, model compression, and porting pipelines
- Convert state-of-the-art research prototypes into reliably working product features
- Collaborate with cross-functional teams (Embedded, Backend, Frontend, Hardware, QA, and the broader AI team) to ensure robust and sustainable AI systems
- Solve challenging object detection, segmentation, recognition, and geometric computer vision problems
- Build automated deployment, validation, and active learning pipelines
- Mentor junior engineers and provide technical leadership on complex projects
What We're Looking For:
- Bachelor's Degree in Computer Science, Electrical Engineering, or related field. Master's or Ph.D. is a strong plus.
- 5+ years of algorithm development experience in Computer Vision, Deep Learning, and Machine Learning
- Solid mathematical foundation in Computer Vision, Deep Learning, Machine Learning, and optimization approaches
- Hands-on experience with training frameworks and tools (PyTorch | TensorFlow)
- Strong experience in Python or C++
- Hands-on experience building embedded algorithms and applications
- Experience with AWS (SageMaker, Lambda, EC2, S3, RDS), CI/CD, Terraform, Docker, and Kubernetes is a plus
- Prior experience optimizing and deploying ML models on embedded devices is a strong plus
Creating a diverse and inclusive workplace is one of Motive's core values. We are an equal opportunity employer and welcome people of different backgrounds, experiences, abilities and perspectives.
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The applicant must be authorized to receive and access those commodities and technologies controlled under U.S. Export Administration Regulations. It is Motive's policy to require that employees be authorized to receive access to Motive products and technology.
All job postings are for existing vacancies. Please note; some interviews or new-hire training sessions may be held in person at one of our global offices.
