Perception Engineer
Bengaluru, India
Applications have closed
Motive
Motive (ex KeepTruckin) is trusted by 120,000+ fleets for AI Dashcams, ELD Compliance, GPS Tracking, Fuel Cards, Fleet Management Software, and more.Who We Are
Motive builds technology to improve the safety, productivity, and profitability of businesses that power the physical economy. The Motive Automated Operations Platform combines IoT hardware with AI-powered applications to automate vehicle and equipment tracking, driver safety, compliance, maintenance, spend management, and more. Motive serves more than 120,000 businesses, across a wide range of industries including trucking and logistics, construction, oil and gas, food and beverage, field service, agriculture, passenger transit, and delivery.
Motive is proud to be a Forbes Cloud 100 company and a 2020 Career-Launching Company by Wealthfront.
About the Role:
You will be a 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 behaviour, identify risk factors, and intelligently suggest coachable events that not only improve fleet safety and potentially save millions of dollars but also contribute to making the roads safer. You will have a unique opportunity to work with a high calibre and fast-paced team which consists 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.
What You’ll Do:
- Improve the performance of our models and algorithms already in production
- Build and optimize CV/ML algorithms for real-time performance so they can run on our embedded platform i.e. the 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 RnD team working in Computer Vision, Machine Learning, and Robotics, along with ML Platform, Embedded, Backend, and Frontend teams to deliver end-to-end product features
- Solve challenging object detection, segmentation, recognition, and geometric computer vision problems.
- Build automated deployment, validation, and active learning pipelines.
What We’re Looking For:
- 3+ years of algorithm development experience in the area of Computer Vision and Machine Learning.
- Solid mathematical foundation in Computer Vision, Machine Learning, and optimization approaches.
- Hands-on experience in training framework and tools (TensorFlow | Pytorch | Caffe)
- Strong experience in Python and C++
- Hands-on experience in building embedded algorithms and applications
- Experience in the following tools and technologies is a plus. AWS (SageMaker, Lambda, EC2, S3, RDS), CI/CD, Terraform, Docker, and Kubernetes.
- Prior experience with Eigen library and RTOS is a strong plus
Creating a diverse and inclusive workplace is one of KeepTruckin's core values. We are an equal opportunity employer and welcome people of different backgrounds, experiences, abilities and perspectives.
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.
Please do not let an arrest or conviction record prevent you from applying for employment at Motive. Motive considers qualified applicants with arrest and conviction records.
Please review our Candidate Privacy Notice here.
#LI-Remote
Tags: AWS Caffe CI/CD Computer Vision Deep Learning Docker EC2 Kubernetes Lambda Machine Learning Pipelines Python PyTorch Research Robotics SageMaker TensorFlow Terraform
Perks/benefits: Career development Team events
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