Software Engineer, Data and Evaluation

2 days ago

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Pony.ai

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Spearheading the future of mobility by building the safest and most reliable technology for autonomous vehicles.

自动驾驶 and AI

501 - 1000

💰 Series D on 2022-03

Description

• Design and implement tools and pipeline to handle data from autonomous vehicles including data labeling, batch processing, simulation, system and module evaluation • Design and implement smart labeling pipeline using deep learning to generate evaluation and training ground truth • Setup and maintain monitoring for system metrics, latency and alerts. • Work closely with different autonomous driving components and dive deep into each component 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

Benefits

• 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