Autonomous Mobility Engineer

2 days ago

Fremont, California, United States pony Full time
Job Overview

Pony.ai is a global leader in autonomous mobility, pioneering the commercialization of autonomous driving technologies and services. As a member of the Data and Evaluation team, you will design and implement backend services and tools that have a significant impact on ADAS, from fleet data collection and processing to Machine Learning workflows and evaluation and validation of the ADAS software stack.

Key Responsibilities:

  • Design and implement tools and pipelines to handle data from autonomous vehicles, including data labeling, batch processing, simulation, system, and module evaluation.
  • Develop smart labeling pipelines using deep learning to generate evaluation and training ground truth.
  • Setup and maintain monitoring for system metrics, latency, and alerts.
  • Collaborate with different autonomous driving components and design corresponding evaluation metrics and tools.

Requirements:

  • Strong programming skills in C/C++, Python, and software design.
  • BS/MS or Ph.D. in Computer Science or a related field.
  • Experience in large data set processing and familiarity with real-time systems.
  • Solid experience in a fast-paced and structured engineering environment.
  • Full stack experience, including both front-end and back-end, is preferred.
  • Statistics analysis experience is preferred.
  • Experience with Linux, networking, storage, and virtualization automation with tools like Kubernetes, Terraform, Ansible, Puppet, or similar.
  • In-depth knowledge of container orchestrators and cluster management software.
  • Experience with data stores and indexers like PostgreSQL, ElasticSearch, Redis.

Compensation and Benefits:

  • Base Salary Range: $120,000 - $180,000 Annually.
  • Compensation may vary outside of this range depending on many factors, including the candidate's qualifications, skills, competencies, experience, and location.
  • Base pay is one part of the Total Compensation, and this role may be eligible for bonuses/incentives and restricted stock units.
  • We provide the following benefits to eligible employees:
    • Health Care Plan (Medical, Dental & Vision).
    • Retirement Plan (Traditional and Roth 401k).
    • Life Insurance (Basic, Voluntary & AD&D).
    • Paid Time Off (Vacation & Public Holidays).
    • Family Leave (Maternity, Paternity).
    • Short Term & Long Term Disability.
    • Free Food & Snacks.

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