Autonomy Engineer- Machine Learning/Deep Learning Job in Bangalore at Caterpillar Inc.

Caterpillar Inc. is hiring for the role of Autonomy Engineer - Machine Learning/Deep Learning!

Responsibilities of the Candidate:

• Develop solutions using Machine Learning/ Deep Learning and other advanced technologies to solve a variety of problems
• Design, train, and deploy DL models for various perception tasks with RGB, Depth/Stereo and IR cameras
• Implement cutting-edge ML techniques for object detection, and semantic/instance/panoptic segmentation tasks
• Optimize and deploy models to edge compute nodes
• Formulate requirements and QA criteria for training data, simulations, data augmentation and manually labeled data
• Lead the effort to streamline the backend pipeline for development, data preparation, hyper-parameter training, and deployment for production
• Investigate, optimize, and architect the system requirements for different edge computing devices
• Work with simulation data to develop and test algorithms

Requirements:

• BE/ME/PhD in Computer Engineering, Robotics Engineering, Mechatronics, Computer Science, Electrical Engineering, or a related field with 6 years of experience in delivering products or solutions that utilize Computer Vision
• Experience in AI, Machine learning, and Deep learning software frameworks – Pytorch/Tensorflow/Keras
• Strong technical knowledge on CNN, RNN, and other related ML algorithms
• Prior experience with Linux environment and computer vision frameworks/libraries ( OpenCV ) is desired
• Solid programming experience in Python and C++
• Familiar with development tools: GIT, CI (Gitlab CI / Jenkins), Linux