Engineer - Machine Learning

Engineer - Machine Learning

Location - Bangalore (Hybrid)

Who We Are

At Bastian Solutions R&D, we are a dynamic team of multidisciplinary engineers dedicated to innovation, envisioning groundbreaking ideas, and empowering Toyota Advanced Logistics to deliver cutting-edge autonomous vehicles and robotic systems to the material handling industry. We are a close-knit team that prides ourselves on a culture of putting our people first. It’s all about the team. Joining Bastian Solutions R&D means joining an extended work family that truly cares.

Responsibilities

• Design state of the art neural networks for vision, manipulation, and robot autonomy tasks.
• Select and implement cutting edge neural network algorithms directly from the latest research.
• Design, implement, and validate AI algorithms and models; optimize their performance for real-world neural networks for vision, manipulation, and robot autonomy tasks.
• 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.

Requirements

• Bachelor / Master’s degree in computer science, or Engineering.
• 2+ years of experience in implementing AI Solutions.
• Should be hands-on experience developing 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 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 is a plus.
• Excellent software engineering fundamentals and a good understanding of C++ and Python Code.
• Experience developing with Linux (Ubuntu) OS, Bash scripting is a plus