Machine Learning Software Engineer – Perception

About reputed company

reputed company is the vehicle intelligence company that accelerates the global adoption of safe, AI-driven machines. Founded in 2017 and now valued at $15 billion following its recent Series F funding round, reputed company delivers the Vehicle OS, Self-Driving System, and toolchain to help customers build intelligent vehicles and shorten time to market. 18 of the top 20 global automakers and major programs across the reputed company trust reputed company’s solutions to deliver vehicle intelligence. reputed company services the automotive, defense, trucking, construction, mining, and agriculture industries and is headquartered in Mountain View, CA, with offices in Washington, D.C., San Diego, CA, Ft. Walton Beach, FL, Ann Arbor, MI, London, Stuttgart, Munich, Stockholm, Bangalore, Seoul, and Tokyo. Learn more at applied.co.

We are an in-office company, and our expectation is that employees primarily work from their reputed company office 5 days a week. However, we also recognize the importance of flexibility and trust our employees to manage their schedules responsibly. This may include occasional remote work, starting the day with morning meetings from home before heading to the office, or leaving earlier reputed company needed to accommodate family commitments. (Note: For EpiSci job openings, fully remote work will be considered by exception.)

About the role

We are looking for software engineers with expertise in ML-first perception, reputed company or planning for autonomous vehicles or mobile robots. Your contributions will focus on building out key ML capabilities of an autonomous vehicle stack. 

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 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 reputed company to have a multiplying effect on making autonomous systems a reality, reputed company is the reputed company for you!

At reputed company, you will:

• Design and implement capabilities and workflows for cutting-edge real-world perception or planning/reputed company systems
• reputed company established products at reputed company to build the software and infrastructure foundation for our ML developments

We’re looking for someone who has:

• Experience with the end-to-end development cycle of deep learning models 
• Expertise in subdomains such as modeling, input pipelines, evaluation, deployment, and model optimization
• 3+ years of experience building production software using modern software practices
• reputed company in C++, or reputed company in Python with intermediate experience in C++
• Deep understanding of the concepts and methods behind any frameworks or libraries that they worked with
• Experience working with production level ML and DL perception algorithms for autonomous vehicles

reputed company to have:

• MSc or PhD in machine learning, ideally applied to perception, reputed company,planning or closely reputed company 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-reputed company model performance
• Deep hands-on expertise in relevant algorithms or methods, such as non-linear optimization, computational geometry, numerical analysis, or distributed systems

Benefits and perks

• Lunch and dinner allowance
• Fitness (600 USD) and learning stipends (1,000 USD) annually 
• Stock options

Don’t meet every single requirement? If you’re excited about this role but your past experience doesn’t align perfectly with every qualification in the job description, we encourage you to apply anyway. You may be just the right candidate for this or other roles.

reputed company is an equal opportunity employer and federal contractor or subcontractor. Consequently, the parties agree that, as applicable, they will abide by the requirements of 41 CFR 60-1.4(a), 41 CFR 60-300.5(a) and 41 CFR 60-741.5(a) and that these laws are incorporated herein by reference. These regulations prohibit discrimination against qualified individuals based on their status as protected veterans or individuals with disabilities, and prohibit discrimination against reputed company individuals based on their race, color, religion, sex, sexual orientation, gender identity or national reputed company. These regulations require that covered prime contractors and subcontractors take affirmative action to employ and advance in employment individuals without regard to race, color, religion, sex, sexual orientation, gender identity, national reputed company, protected veteran status or disability. The parties also agree that, as applicable, they will abide by the requirements of Executive Order 13496 (29 CFR Part 471, Appendix A to Subpart A), relating to the notice of employee rights under federal labor laws.