Senior Engineer - Tracking

14 hours ago

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1001 - 5000 employees

Founded 2020

🚗 Transport

🤖 Artificial Intelligence

Description

• Lead the effort of cutting-edge MOT systems with Machine Learning and optimization-based methods • Use your top-notch software development expertise to inspire others to develop better software practices and principles • Design and build a robust and scalable codebase that enables rapid exploration and evaluation of different MOT approaches and algorithms • Interface with perception and prediction components upstream and trajectory optimization and tracking & control components downstream • Evolve the data-driven model according to the performance of AV in real-world complex environment. • Own the end-to-end product development cycle and drive the impact across the organization. • Guide and mentor junior team members to develop a culture of product-focused engineering, research, and development.

Requirements

• Bachelor's, Master's, or PhD degree preferred in Machine Learning, Robotics, Computer Science, Computer Engineering, Mechanical Engineering, Applied Mathematics, Statistics, or a related field • Experience designing, training, analyzing, and deploying neural networks with PyTorch or other deep learning frameworks • Experience owning and leading technical development on features from problem formulation through implementation and deployment • Growth mindset and continuous innovation • 3+ years of software development experience • 2+ years of Deep Learning product development experience preferred • 1+ years of C++ software development experience preferred • Strong track record of tackling less well-defined problems, and executing efficiently to deliver the successful outcome • Experience mentoring and collaborating with others • 7+ years of software development experience • 4+ years of Deep Learning product development experience preferred • 2+ years of C++ software development experience preferred • Effectiveness at leading and executing large, complex technical initiatives • Strong track record of tackling ambiguous problems, creating clarity from it, and driving it to successful outcomes

Benefits

• Medical • Dental • Vision • 401k with a company match • Health saving accounts • Life insurance • Pet insurance • More