Computer Vision and Machine Learning Intern
4 days ago
🏢 In-office - Bay Area
Description
• Design and implement state-of-the-art machine learning algorithms using robust, efficient C++ and Python code, ensuring high-quality testing and reliability. • Lead the development of innovative deep neural networks to address key robotics problems, such as lane detection, object detection, sign recognition, and 3D perception. • Collaborate with various sensor technologies like cameras, lidars, and radars to create and refine machine learning datasets, enhancing performance with growing data. • Develop and manage automated training pipelines, ensuring seamless integration and efficiency in the machine learning process. • Work within Kodiak's advanced software ecosystem, pushing the frontiers of existing autonomous systems through continuous innovation and development.
Requirements
• Strong technical background. You are currently pursuing an MS or Ph.D. and have hands-on experience in designing and implementing deep neural networks; exceptional candidates pursuing a BS are considered. • You are a skilled software engineer with experience in C++ and strong problem-solving skills. • You are passionate about solving real-world robotics problems, and you have ideally worked on autonomous robots before. You ideally also have a strong knowledge of data processing pipelines for training ML models in the cloud. • A team player. • You take ownership and work with the team to deliver exceptional results. You are interested in the performance of the entire system across engineering disciplines. • Ability to build and iterate quickly. You enjoy working fast and smart, and you are comfortable in the earlier stages of developing an algorithm from scratch. • Hands-on. You are not only passionate about ML research but also experienced working with production machine learning pipelines, from dataset collection and labeling to training and validation. • Great communicator. You have experience writing clear, concise, and detailed documentation. You can enable your colleagues to leverage the ML models resulting from your work in their algorithms and systems.
Benefits
• A fast paced environment where we work with talented, committed and supportive teammates. • Competitive pay. • Excellent medical, dental and vision benefits. • A beautiful facility in Mountain View. • We love our dogs, so we are a dog friendly office! • Free catered lunch.
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