Perception Software Engineer Mountain View, CA
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Job Location:
Mountain View, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
6 hours ago
Vacancies:
1 Vacancy
Job Summary
About us:
Aevas mission is to bring the next wave of perception to a broad range of applications from automated driving to industrial robotics consumer electronics consumer health security and beyond. Aeva is transforming autonomy with its groundbreaking sensing and perception technology that integrates all key LiDAR components onto a silicon photonics chip in a compact module. Aeva 4D LiDAR sensors uniquely detect instant velocity in addition to 3D position allowing autonomous devices like vehicles and robots to make more intelligent and safe decisions.
Role Overview:
Were looking for an engineer who can own data collection scalable data systems MLOps workflows and ML deployment. Youll work cross-functionally with perception operations and labelling teams to build fast reliable and production-grade ML pipelines.
What you will be doing
- Deploy and optimize ML models across cloud on-prem and edge devices using TensorRT and CUDA.
- Profile debug and tune GPU performance; support CUDA kernels TensorRT integration and inference optimization.
- Build and maintain CI/CD and automated MLOps pipelines for training evaluation and deployment.
- Maintain data-collection vehicle integrity ensuring reliable HW/SW integration of cameras LiDAR compute units storage and networking.
- Collaborate with the operations team to plan support and execute autonomous-driving data collection runs.
- Design and operate scalable data ingestion and ETL pipelines for large sensor datasets (camera LiDAR logs) while maintaining efficient structuring of high-volume perception data.
- Work with external annotation and labeling vendors ensuring high-quality labels smooth delivery and label validation loops.
What You Have
- 5 years industry experience (or 3 with a Masters) in software ML or robotics systems.
- Strong Python and C skills with experience in PyTorch/TensorFlow and CUDA.
- Proven experience deploying and optimizing GPU inference (TensorRT ONNX Runtime).
- Experience with large sensor datasets and building scalable data/ETL pipelines.
- Hands-on experience collecting data for robotics or perception systems (camera/LiDAR rigs logging tools HW/SW integration field data workflows).
- Comfortable working with SQL/NoSQL datastores as part of data workflows.
- Experience collaborating with external labeling/annotation vendors.
- A strong can do mindset which a commitment to owning and successfully executing high priority high visibility initiatives
Whats in it for you:
- Be part of a fast-paced and dynamic team
- Very competitive compensation and meaningful stock grants
- Exceptional benefits: Medical Dental Vision and more
- Unlimited PTO: We care about results not punching timecards
$154900 - $209600 a year
Salary pay ranges are determined by role level and location. Within the range the successful candidates starting base pay will be determined based on factors including job-related skills experience certifications qualifications relevant education or training and market conditions. These ranges are subject to change in the future.
Depending on the position offered equity bonus and other forms of compensation may be provided as part of a total compensation package in addition to comprehensive medical dental and vision coverage pre-tax commuter and health care/dependent care accounts 401k plan life and disability benefits flexible time off paid parental leave and 11 paid holidays annually.
Key Skills
- Spring
- .NET
- C/C++
- Go
- React
- OOP
- C#
- Data Structures
- JavaScript
- Software Development
- Java
- Distributed Systems
About Company
Aeva is building the next-generation of sensing and perception for autonomous vehicles and beyond using FMCW LiDAR technology.
