Staff Software Engineer
4 weeks ago
Your Role
As our Staff Engineer (Team Lead - Semantic Fusion) you will lead a small team of people responsible for optimising Perception-based algorithms for Oxa Driver to yield 1deg/1cm error (heading, range, pose)
In this role you will be:
Working with a variety of sensors, including cameras, LIDAR, radar. Developing custom algorithms in C++ to improve the algorithm performance of the ML models for perception systems Developing core perception algorithms (C++) for sensor-agnostic static/dynamic object detection and classification. Working alongside ML and C++ engineers to implement algorithms on-vehicle Working closely with and support Stream Lead in developing and maintaining technical roadmaps to deliver Oxa Driver capabilities Managing user acceptance testing, involving customers to ensure they are satisfied Documenting technical specifications of delivered technical products/services Implementing relevant analytics to track product performance and adoption Monitoring compliance to applicable standards and practices, raise risks and issues Establishing and maintain a successful deliverables track record Driving standardisation and repeatability for algorithm development and testing Working with Solutions customers and partners for successful deployments Effectively handing over products to Solutions Representing Oxa to customer stakeholders, ensuring technical and delivery excellence and acting as a trusted advisorRequirements
What you need to succeed:
Knowledge and experience of State-of-the-art techniques for 3D Perception algorithms optimisation Strong proficiency in developing and debugging C++ code Experience developing and training Machine Learning / Deep Learning algorithms with frameworks such as Tensorflow/Pytorch Proficiency in Python with associated data processing / machine learning toolkits (Numpy, Scipy, Tensorflow/PyTorch, Jupyter notebooks, etc) Able to collaborate closely with internal and external teams and build trust Strong technical acumen and passion for learning Coordination of people and milestone tracking Proactive problem solver with strong analytical skills Excellent communication and organisational abilitiesExtra kudos:
Experience working at the interface between software and hardware: deploying, configuring, debugging and evaluating. Experience using project management tools to facilitate on time deliveryBenefits
We provide:
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-
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