Machine Learning Engineer

Overview The Machine Learning Engineer will work with Bastian Solutions’ R&D team to produce industry leading Autonomous Vehicle and Robotic solutions for the Material Handling Industry. With a current team size of approximately 70 members, distributed between our Boise, Dallas, and Indianapolis offices, the Bastian R&D team is composed of industry leading experts with cross-discipline skillsets and backgrounds. The Machine Learning Engineer will work alongside like-minded engineers in an Agile development environment and will have the opportunity to engage in every stage of the R&D process to bring new products to the market. This includes research, innovation, design, prototype development, and field deployment of alpha and beta systems. Job Functions Design state of the art neural networks for vision, grasping, and robot autonomy tasks. Develop software systems to interface neural networks with hardware to solve real-world physical problems. Select and implement cutting edge neural network algorithms directly from the latest research. Read research papers, attend conferences, and share the latest advances in machine learning. Supervise model and dataset development across multiple projects, teams, and geographical locations. Develop new training and evaluation techniques to enhance an end-to-end neural network training and evaluation pipeline. Develop new features for a self-optimizing, real and synthetic, data generation pipeline. Develop real time inference applications for embedded and mobile devices. Develop front and back-end systems for client/server inference. Create simulated environments for synthetic data generation. Evaluate and recommend the latest hardware for vision and robotic platforms. Maintain clear and transparent communication with cross-functional team, vendors, and clients. Develop robust software utilizing industry best practices for code styling, version control, and development processes Engage with Software Development Life Cycle processes, including scoping, architecture creation, design reviews, peer programming, and collaboration with a multidisciplinary team. Travel Requirements Up to 10% overnight travel (Travel expenses paid by Bastian Solutions) Preferred Skills And Required Qualifications Bachelor’s Degree in Computer Science, Computer Engineering or related technical field Preferred Masters or PhD in engineering with computer vision or neural network thesis/dissertation CV/ML Experience developing computer vision software in C++ and Python, including algorithm design and systems software development Experience with machine learning, Bayesian filtering, information theory and/or 3D geometry Experience in developing large scale neural networks using PyTorch, Tensorflow, Keras, etc. Understanding of applied mathematics, numerical optimization, and Object/Pattern Recognition Experience with 2D and 3D Computer Vision algorithms Experience in dataset development for computer vision tasks, including synthetic data generation Experience with MLOps Software Development Experience developing with Linux (Ubuntu) OS Ability to write proficient C++ and Python code Experience with Git and GitFlow process, including branching, pull-request, and release processes Experience with Software Engineering best practices Experience with unit testing, integration testing, deployment & support practices Strong software architecture background Exposure to Autonomous Vehicles, Robotics, Automation, ROS/ROS2 is a plus Must be eligible to work in the USA long term without sponsorship About Bastian Solutions Bastian Solutions, a Toyota Advanced Logistics company, is an independent material handling and robotics system integrator providing automated solutions for distribution, manufacturing, and order fulfillment centers around the world. Our team specializes in consulting, system design, project management, maintenance, and installation, while sourcing the best equipment and automation technology. We take great pride in providing exceptional service and flexibility to our customers. In addition to exciting work at a growing company, we offer the following benefits: Health, Dental, and Vision Insurance 401(k) Retirement Plan with a company match Vacation/Holiday Pay Tuition Reimbursement Flexible Work Schedules Volunteer Work Professional Associations, Conferences and Subscriptions Company Meetings & Events Bastian Solutions does not work outside recruiting agencies. No solicitation phone calls please. #J-18808-Ljbffr