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Machine Learning Engineer - Perception Computer Vision

Vertex Sigma SoftwareFoster City, CA

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Overview

Schedule
Full-time
Career level
Senior-level
Remote
Hybrid remote
Benefits
Health Insurance
Dental Insurance
Vision Insurance

Job Description

Onsite in Foster City, CA | at least 3 days onsite

The Perception team is looking for a machine learning engineer to develop cutting-edge Computer Vision modules to enhance on-board perception of robots fleet, directly impacting safety and fleet efficiency. In this role, the ideal candidate will work on the full design and development cycle, including data collection, data set creation, machine learning models design and implementation.  

Responsibilities:

  • Design and develop in-cabin Computer Vision ML modules for safety critical perception and monitoring applications 
  • Implement Perception model architectures and sophisticated training techniques
  • Build high quality datasets leveraging all the inputs from our sensor stack and the overall large scale data.
  • Validate and optimize your solutions using real-world driving scenarios, directly contributing to the safety and reliability of our autonomous system

Requirements

Qualifications:

  • Bachelor's Degree in Computer Science and/or Computer Engineering with 4+ years of experience
  • Modern Computer Vision and Machine Learning background, specifically on 3D reconstruction, detection, classification, semantic segmentation
  • Experience with training and deploying Deep Learning models
  • Background in C++ and/or python
  • Excellent communication skills

Bonus Qualifications:

Experience with any of the following:

  • Self-driving industry experience
  •  Experience delivering ML model integration in latency-sensitive systems
  • Experience with CUDA code

Benefits

  • Health Care Plan (Medical, Dental & Vision)
  • Life Insurance (Basic, Voluntary & AD&D)
  • Paid Time Off (Vacation, Sick & Public Holidays)
  • Training & Development
  • Retirement Plan (401k, IRA)

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FAQs About Machine Learning Engineer - Perception Computer Vision Jobs at Vertex Sigma Software

What is the work location for this position at Vertex Sigma Software?
This job at Vertex Sigma Software is located in Foster City, CA, according to the details provided by the employer. Some roles may also include multiple work locations depending on the requirement.
What pay range can candidates expect for this role at Vertex Sigma Software?
Employer has not shared pay details for this role.
What employment applies to this position at Vertex Sigma Software?
Vertex Sigma Software lists this role as a Full-time position.
What experience level is required for this role at Vertex Sigma Software?
Vertex Sigma Software is looking for a candidate with "Senior-level" experience level.
What is the process to apply for this position at Vertex Sigma Software?
You can apply for this role at Vertex Sigma Software either through Sonara's automated application system, which helps you submit applications 10X faster with minimal effort, or by applying manually using the direct link on the job page.