Bastian Solutions' R&D team is looking to produce industry-leading Autonomous Vehicle and Robotic solutions for the Material Handling Industry by leveraging cutting-edge Machine Learning technologies.
Requirements
- 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
Responsibilities
- 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.
- 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.
Other
- Up to 10% overnight travel (Travel expenses paid by Bastian Solutions)
- Bachelor's Degree in Computer Science, Computer Engineering or related technical field
- Maintain clear and transparent communication with cross-functional team, vendors, and clients.
- Engage with Software Development Life Cycle processes, including scoping, architecture creation, design reviews, peer programming, and collaboration with a multidisciplinary team.
- Must be eligible to work in the USA long term without sponsorship
