Full-Time

Software Engineer

Compute Performance

Posted on 5/3/2024

pony.ai

pony.ai

501-1,000 employees

Develops autonomous driving technology globally

Data & Analytics
AI & Machine Learning

Senior

Fremont, CA, USA

Required Skills
CUDA
Data Structures & Algorithms
Computer Vision
Requirements
  • BS/MS or Ph.D in computer science, electrical engineering or a related discipline
  • Strong programming skills in C/C++
  • Good knowledge of computer architecture, including data caching, memory system, SIMD instruction sets, and compiler code generation
  • Understanding of hardware performance, CPU or GPU execution model, threads, registers, cache, cost/performance trade-off
  • Experience with profiling, benchmarking, and validating performance for complex computing architectures
  • Experience in optimizing compute resources and resolving bottlenecks
  • Strong communication skills
  • Experience with parallel programming, CUDA, OpenCL, or OpenACC
  • Experience in computer vision, machine learning, and deep learning
  • Strong knowledge of software design, programming techniques, and algorithms
  • Strong mathematical fundamentals, including linear algebra and numerical methods
  • Good knowledge of common deep learning frameworks and libraries
Responsibilities
  • Developing technologies to accelerate applications in autonomous driving fields
  • Identifying key applications for autonomous driving problems and optimizing performance
  • Collaborating with hardware and software teams to optimize algorithms and influence compute platform architecture design

Pony.ai positions itself at the forefront of autonomous driving technology, creating a supportive and dynamic work environment for those eager to shape the future of transportation. Employees at this company are at the forefront of advancing Robotaxi, Robotruck, and POV technologies, supported by a rich history of over 25 million kilometers driven autonomously. This pioneering role in a transformative industry makes it an attractive place for tech talents looking to make significant impacts in vehicle automation on a global platform.

Company Stage

Series C

Total Funding

$1.2B

Headquarters

Fremont, California

Founded

2016

Growth & Insights
Headcount

6 month growth

-1%

1 year growth

-5%

2 year growth

-7%