Join Applied Intuition as an ML Perception Software Engineer to develop advanced perception modules for autonomous vehicles.
Posted by employer 2 years ago
First seen on Joblaze 1 month ago
Last verified on the company career page 22 hours ago
Skills & Technologies
Requirements
Not disclosed in this posting: compensation, seniority, visa sponsorship.
Benefits
Joblaze summary
The ML Perception Software Engineer at Applied Intuition focuses on developing perception modules for autonomous vehicles, specifically creating advanced algorithms for 4D world representations. Proficiency in C++ and Python, along with experience in machine learning and computer vision, are essential for this role. It is suited for candidates with at least three years of relevant experience, ideally in a fast-paced, innovative environment. The position offers the opportunity to work closely with cross-functional teams to advance autonomy technology.
Joblaze insights
Quick facts
From the original posting
We are looking for a software engineer with expertise in perception for autonomous vehicles or mobile robots. Your contributions will focus on building out key capabilities of perception modules within an autonomous vehicle stack, such as building 4D world representations to support end-to-end autonomy. You will also drive the design and development of computer vision and machine learning techniques to enable self-driving vehicles to navigate.
In addition to your engineering contributions, by working in our dynamic and customer-focused team culture, you will contribute to and learn from best practices in the nascent autonomy industry. We move fast and focus on excellence, for our products and for our business. If you are hands-on and looking for a place to have a multiplying effect on making autonomous systems a reality, Applied Intuition is the place for you!
We are hiring for all levels.
Train, modify, and create beyond-SOTA algorithms for constructing powerful world representations that can be used for perception, world modeling, and ML driven autonomy
Test and evaluate your algorithms on real vehicles, owning large portions of the autonomy stack and ensuring that they provide real improvements to the driving abilities
Work closely with our data, behavior, and research teams to develop the most advanced autonomy software for all domains to deploy to production for our customers
3+ years of experience building software components or (sub) systems that address real-world perception challenges
Bachelor’s in Computer Science, Electrical Engineering, Robotics, or related field
Strong proficiency in C++ and Python
Experience building machine learning models from data collection to production and deployment
Deep understanding of the concepts and methods behind any frameworks or libraries that they worked with
Interest in keeping up to date in their field, identifying trends and figuring out which new ideas are promising and which are risky.
MSc or PhD in perception or closely related field
Experience working in modern ML-based perception for autonomous systems
Deep knowledge of the current trends in computer vision including perception, reconstruction, diffusion, world models and pre training vision models.
Compensation at Applied Intuition for eligible roles includes base salary, equity, and benefits. Base salary is a single component of the total compensation package, which may also include equity in the form of options and/or restricted stock units, comprehensive health, dental, vision, life and disability insurance coverage, 401k retirement benefits with employer match, learning and wellness stipends, and paid time off. Note that benefits are subject to change and may vary based on jurisdiction of employment.
Applied Intuition pay ranges reflect the minimum and maximum intended target base salary for new hire salaries for the position. The actual base salary offered to a successful candidate will additionally be influenced by a variety of factors including experience, credentials & certifications, educational attainment, skill level requirements, interview performance, and the level and scope of the position.
Standard company text repeated across Applied Intuition's postings is omitted here.