Sigma Software Vertex · 6 hours ago
Machine Learning Engineer - Perception Computer Vision
Foster City, California, United States
Full-time
Hybrid
Mid, Senior Level
4+ years expSigma Software Vertex is seeking a Machine Learning Engineer to enhance on-board perception of their robot fleet through the development of advanced Computer Vision modules. The role involves working on the full design and development cycle, including data collection, dataset creation, and machine learning model implementation.
Computer Software
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
Qualification
Required
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
Preferred
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)
Training & Development
Retirement Plan (401k, IRA)
Company
Sigma Software Vertex
Sigma Software Vertex is where engineering excellence meets human connection.
1001-5000 employees
Funding
Current Stage
Late StageLeadership Team
Filip Rosander
CEO North America
Company data provided by crunchbase