Perception and Prediction: Software or Research Engineer - Autonomous Driving
Company: Reach Velocity Emerging Technology
Location: Stratford
Posted on: May 12, 2022
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Job Description:
Perception & Prediction- My client was founded by a team of what
can only be described as veterans in the autonomous driving space.
They have looked to revolutionize the industry. Currently with a
mission in mind which delivers stock/goods via fully autonomous
vehicles, unlike anyone else. They currently have an army of light
and medium duty trucks, working alongside other companies to
establish the best outcomes for their utilities. They---re
currently targeting short haul B2B logistics for retail companies,
however the vision is endless. The ideal candidate would share this
vision. They are uncovering roles all across the board, separate
specialisations, fluctuation of seniority, all now open due to
supply and demand. Despite the substantial growth, they keep, hold
and breed the ---start up--- mentality. They want employees to
enjoy their roles and feel like they are making a difference. Led
by a highly experienced team of engineers and researchers with vast
experience in developing autonomous technologies, they provide both
a service and a philosophy: to optimize customers--- logistics
operations to meet consumer demand for real-time goods, while
significantly reducing costs and minimizing human intervention.
Responsibility Create advanced perception systems that accurately
perceive a self-driving vehicle---s environment using imaging and
3D sensors Develop, test, debug, and maintain reliable, safe,
production-quality code Design and implement all key components of
the perception system such as object detection, object tracking,
and multi-sensor fusion Create optimized pipelines for data
pre-processing, model training, data post-processing, inferencing
etc. Train perception models, evaluate their performance,
investigate and fix performance bottlenecks Develop scalable
training and evaluation tools and infrastructure Qualifications
Master---s or Ph.D. degree in CS, EE or related field, or at least
6 years of software development experience. Expert knowledge of
modern C++ (C++11 or later) Expert knowledge of Python (2.7 or 3.x)
Worked with one or more neural network frameworks, such as
TensorFlow or PyTorch Strong background in deep learning and
computer vision Experience with sensor data processing, environment
modeling, large-scale point-cloud processing, or machine learning
Proven track record of building and shipping machine learning
features in products Self-starter; the ability to own projects with
little oversight Bonus Points Experience building and shipping
software frameworks or tools that are used by others than the
authors of the framework Experience in software design for
safety-critical systems Experience with sensor modalities used in
robotics and automated driving applications (Camera/Vision, Radar,
LiDAR, INS/IMU) Demonstrated academic or industry experience in
developing novel deep learning models Deep understanding of GPU
architecture Experience with CUDA Experience with distributed
computing Benefits Benefits include medical, dental, and vision
care, as well as competitive salary and hefty equity. On-site and
off-site team-building events are planned on a regular basis.
Lunch, snacks, and drinks are all provided for free. You'll be
working in a start-up atmosphere where you'll help define the
culture and have a significant influence. Work on cutting-edge
goods and difficult issues with some really talented (and
entertaining) individuals. Be at the epicentre of the AV
revolution
Keywords: Reach Velocity Emerging Technology, Visalia , Perception and Prediction: Software or Research Engineer - Autonomous Driving, IT / Software / Systems , Stratford, California
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