Research Engineer, Computer Vision
Company
Plus
Location
South Bay
Type
Full Time
Job Description
We are seeking a Research Engineer to join the Localization & Mapping team at Plus, focusing on the design, development and deployment of software to advance our self-driving technology. The primary focus of the role is scene reconstruction and auto labeling of the urban driving scenes.
You'll collaborate with a diverse team of researchers and engineers on core topics in computer vision, deep learning and optimization. You'll design and implement state-of-the-art algorithms in making a scalable auto labeling/mapping process, delivering significant impact to the company and the autonomous driving industry.
- Develop 3D visual reconstruction of highway and urban driving scenarios including static scenes and dynamic objects
- Identify unique and high-value driving scenes to maximize data labeling efficiency, class distribution imbalance (long-tail) challenges in autonomous driving
- Develop a distributed and automated pipeline for large scale scene reconstruction and automatic label generation
- Curate high-quality dataset for autonomous driving scenarios and design robust evaluation metrics
- Contribute to state-of-the-art perception/LLM models for perception for automated driving
- Collaborate with engineering teams including perception, prediction, planning and data infrastructure to integrate auto labeling and auto mapping pipeline for broader use
Required Skills:
- MS or PhD in Computer Science, Electrical Engineering, Robotics, similar technical field of study, or equivalent practical experience
- Software design and development experience in Python and C++
- Experience in 3D computer vision
Preferred Skills:
- 2-3 years of industry experience in a relevant role
- Project experience with Structure from Motion
- Experience and/or knowledge with Machine Learning/Deep Learning
- Experience and/or knowledge of NERF/Gaussian Splatting
- Experience in optimization with ceresΒ
- Basic understanding of multi processing/threading
- Publication record in relevant venues (CVPR, ICLR, ICCV, ECCV, NeurIPS, AAAI, SIGGRAPH, ICRA, IROS, etc.)
Salary Range:
- $120,000 - $200,000 a year
Our compensations (cash and equity) are determined based on the position, your location, qualifications, and experience.
Date Posted
01/11/2025
Views
0
Similar Jobs
AI Solution Manager, ServiceNow Platform - ServiceNow
Views in the last 30 days - 0
ServiceNow a global market leader in AIenhanced technology is seeking an AI Solution Manager to lead the implementation of AI solutions for complex bu...
View DetailsSenior Software Engineer, Devices Automation - Block
Views in the last 30 days - 0
Square a company that has evolved since its inception in 2009 is seeking a Software Engineer with extensive experience in embedded devices and test en...
View DetailsSenior Systems Infrastructure Engineer - BlackLine
Views in the last 30 days - 0
BlackLine is seeking a highly skilled Infrastructure Engineer to design build and manage corporate environments across Azure AWS and GCP platforms The...
View DetailsSolution Manager, Workday - BlackLine
Views in the last 30 days - 0
BlackLine is a leading provider of cloud software that automates and controls the entire financial close process The company is committed to modernizi...
View DetailsSenior Program Manager, Global Occupational Health & Safety - ServiceNow
Views in the last 30 days - 0
ServiceNow is seeking a Health Safety Program Manager to design implement and lead a comprehensive corporate safety program The role involves develop...
View DetailsExecutive Assistant - ServiceNow
Views in the last 30 days - 0
ServiceNow a global market leader in AIenhanced technology is seeking a highly organized and experienced executive assistant to support a VP The role ...
View Details