Description

In this role, you will focus on designing and implementing advanced perception and planning systems for autonomous vehicles, while leveraging existing products to strengthen the software infrastructure for machine learning innovations.

Requirements

• •Experience with end-to-end development cycle of deep learning models
• •Expertise in modeling, input pipelines, evaluation, deployment, and model optimization
• •3+ years of experience building production software using modern software practices
• •Fluency in C++ or fluency in Python with intermediate experience in C++
• •Deep understanding of concepts and methods behind frameworks or libraries
• •Experience working with production level ML and DL perception algorithms for autonomous vehicles
• •MSc or PhD in machine learning, ideally applied to perception, prediction, planning or closely related field
• •Experience building and shipping software frameworks or tools
• •Experience with driver assistance or autonomous driving systems
• •Experience in evaluating and improving system-in-the-loop model performance
• •Deep hands-on expertise in relevant algorithms or methods, such as non-linear optimization, computational geometry, numerical analysis, or distributed systems

Tasks

• •Design and implement perception capabilities
• •Develop workflows for planning and prediction systems
• •Leverage existing products to enhance software infrastructure
• •Build foundational software for machine learning developments

Tools & Technologies

Benefits