Lead Engineer

4 weeks ago

Bengaluru, India Bastian Solutions Full time
Job Title

Lead Engineer - Machine LearningAlternate Locations

Salarpuria Sattva Magnificia, No. 78, Tin Factory Old Madras Rd, Dooravani Nagar,, Bangalore, IND-KA 560 038Full-time/Part-time

Full-timeJob Description

Lead Engineer - Machine LearningLocation - Bangalore (Hybrid)Who We AreAt 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.ResponsibilitiesDesign 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.Supervise model and dataset development across multiple projects, teams, and geographical locations.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.Ensure projects are executed in the most effective manner, in regards to; time, cost (budget) and function.RequirementsBachelor / Master’s degree in computer science, or Engineering.10+ years of experience with at least 5+ years in implementing and leading AI Solutions preferably in computer vision or neural network thesis/dissertation.Should be hands-on experience developing computer vision software in C++ and Python, including algorithm design and systems software development.Demonstrated experience with machine learning, Bayesian filtering, information theory and/or 3D geometryExperience in developing large scale neural networks using PyTorch, Tensorflow, Keras, etc.Understanding of applied mathematics, numerical optimization, and Object/Pattern RecognitionExperience with 2D and 3D Computer Vision algorithmsExperience in dataset development for computer vision tasks, including synthetic data generationExcellent software engineering fundamentals and a good understanding of architecture, design, and performance.Exposure to Autonomous Vehicles, Robotics, Automation, etc. a plus

FLSA

Exempt

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