Senior Software Engineer - Perception

Key Skills

Algorithms, Autonomous vehicles, Autosar, C++, Computer Vision (CV), CUDA kernels, Effective communication skills, Image processing, LiDAR, Machine learning techniques, OpenCL, OpenCV, Python Programming, Signal processing, Software Development

Job Description

Luminar is a global automotive technology company ushering in a new era of vehicle safety and autonomy. For the past decade, Luminar has built an advanced hardware and software/AI platform to enable its more than 50 industry partners, including the majority of global automotive OEMs. From consumer vehicle programs with Volvo Cars and Mercedes-Benz to technology partnerships including NVIDIA and Mobileye, Luminar is poised to be the first automotive technology company to enable next-generation safety and autonomous capabilities for global production vehicles.

Team Overview

We are seeking a talented Senior Perception Engineer to join our team of skilled engineers in developing automotive-grade perception software for proactive safety features and advancing autonomy levels. Your expertise will be instrumental in leveraging Luminar's Lidar platform to implement core perception algorithms and enhance software capabilities.

Responsibilities

• Develop and implement core perception algorithms: Utilize your proficiency in C++ to create and refine algorithms for point cloud denoising, sensor degradation, and weather mitigation. Ensure compliance with industry standards such as AutoSAR.
• Process development and refinement: Drive the development and refinement of end-to-end machine learning processes, focusing on evaluating performance throughout the path to production. Identify opportunities to enhance and expedite the training and evaluation pipeline.
• Integration, deployment, and testing: Collaborate with the team to seamlessly integrate perception algorithms into vehicles, ensuring smooth deployment, rigorous testing, and effective demonstration. Uphold high engineering standards by producing quality code, documentation, and conducting long-term measurement or monitoring.
• Compliance with engineering practices: Work within an ASPICE compliant organization, adhering to normative development models and engineering practices. Embrace an agile software engineering environment, utilizing modern tools and practices to optimize efficiency and effectiveness.
• Contribution to module requirements and architecture: Provide valuable input to module requirements, architecture, and execution pipeline designs. Your insights and expertise will contribute to the overall success of the project.

Minimum Qualifications

• 5+ years of experience in machine learning, computer vision, perception or related fields, preferably in the automotive industry.
• BS or MS in Computer Science and Engineering, or a related field.
• Recent automotive industry experience and proven track record of shipping automotive-grade, mature products to real customers
• Proficiency in Modern C++
• Strong background in developing Machine Learning algorithms, with a focus on 3D
• Experience with end-to-end learning and deploying ML algorithms into real-world environments.
• Proven ability to produce high-quality code, documentation, and deliver on long-term goals.
• Excellent communication skills and the ability to collaborate effectively within a team.
• Excellent mathematical reasoning skills.

Preferred Qualifications

• Experience with Lidar.
• Experience with computer vision algorithms, machine perception, image and signal processing.
• Experience in 3D computational geometry, strong background in linear algebra and statistics.
• Experience with parallel programming (CUDA or OpenCL), Python, OpenCV.
• Familiarity with industry compliance standards such as AutoSAR.
• Familiarity with ASPICE compliance and adherence to normative development models and engineering practices.
• High energy personality, with a strong and demonstrable work ethic.
• Demonstrate out-of-box thinking to develop creative solutions to challenging problems under extreme time pressure.

If you are passionate about driving innovation in autonomous systems and possess the necessary expertise in perception engineering, we invite you to join our dynamic team. Together, we will push the boundaries of automotive technology and enhance the safety and autonomy levels in our vehicles.

To apply, please submit your updated resume along with a cover letter highlighting your relevant experience and why you are interested in this position.

We look forward to reviewing your application and discussing how your skills can contribute to our team's success.

Benefits and Perks

• Competitive Pay, 401k Matching, ESPP, and RSU plans from a publicly traded company.
• Great Medical Benefits.
• Tuition Assistance, Meals served in the office.
• Unlimited PTO.
• Hybrid work schedule and flexibility to work from home on some days of the week.