Senior Research Engineer (Scenario Expansion)

April 25

Oxa

WebsiteLinkedInAll Job Openings

Unlocking the benefits of autonomy today with software and services that enable any vehicle, anywhere to be self-driving

Mobile Autonomy • 3D Scene Perception & Understanding • Localisation and Mapping Solutions • Artificial Intelligence • Computer Vision

201 - 500

Description

• Researching and developing state of the art pipelines for scenario synthesis, reinforcement learning, motion prediction, representation learning • Contributing to tooling and processes for benchmarking, filtering, visualisation and comparison of synthetically generated driving scenarios • Developing state of the art techniques and processes for assuring data coverage • Keeping up with the latest advances in Machine Learning research, and applying relevant techniques to Oxa MetaDriver • Contributing to the development tools and process to support the scenario synthesis, acquisition of data, software-in-loop simulation and ML frameworks • Developing model optimisation techniques • Developing data visualisation tools • Contributing to the creation of appropriate data tools that support, amplify, and accelerate our scaling of our system for development, testing, and commercial requirements. • Contributing to the drive for efficiency around use of data in the company • Contributing to the effort in making sure the right data is available at the right time <ul> across our technology platform, <li> for our development processes, and <li> for our deployments while in use with customers and partners.

Requirements

• A deep understanding of Reinforcement Learning • Experience with one or more of: Imitation Learning, Representation Learning, Unsupervised Learning • Experience with Machine Learning in a research environment • Demonstrate proficiency in Python software development skills • Machine Learning skills for data amplification and synthesis • Solid software engineering design principles and up-to-date knowledge of Python best practices • An ability to understand both technical and commercial requirements.

Benefits

• Competitive salary, benchmarked against the market and reviewed annually • Company share programme • Hybrid and/or flexible work arrangements • Core benefits of market leading private healthcare, life assurance, critical illness cover, income protection, alongside a company paid health cash plan (including gym discounts) • A flexible £2,000 (pro-rata) benefits fund to spend on additional benefits of your choice, including tech scheme and cycle to work benefits • A salary exchange pension plan • 25 days’ annual leave plus bank holidays • A pet-friendly office environment • Safe assigned spaces for team members with individual and diverse needs