Senior Machine Learning Platform Software Engineer - Perception jobs in United States
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Glydways · 4 months ago

Senior Machine Learning Platform Software Engineer - Perception

positionUnited States
timeFull-time
remoteRemote
senioritySenior Level
date5+ years exp

Glydways is reimagining public transit to make it more accessible, affordable, and sustainable. They are seeking a Senior Machine Learning Platform Software Engineer to design and implement a perception system for autonomous vehicles, focusing on data fusion and obstacle detection, while ensuring safety and performance metrics are met.

Clean EnergyElectric VehicleManufacturingTransportation
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H1B Sponsor Likelynote

Responsibilities

Introducing and customizing automation into data extraction and labeling pipelines
Design and improve metrics pipelines and create monitoring dashboards to track performance of perception systems in production
Build and maintain infrastructure and ETL pipelines for training, validating, and deploying ML models
Build and maintain infrastructure for interfacing with third party labeling companies
Ensure reproducibility, traceability, and observability of Perception workflows

Qualification

Modern C++ML model deploymentLarge multimodal datasetsPythonContainerization (Docker)Cloud platforms AWSCloud platforms GCPCloud platforms AzureRobotics experience3D Visualization toolsCommunication skillsCollaborative mindset

Required

5+ years experience in Modern C++ software design and development
Experience with large multimodal datasets and their curation
Self starter - experience developing a solution end-to-end starting from vague requirements in a cross team collaborative environment
Good communication skills and a collaborative mindset

Preferred

Robotics and/or autonomous driving platform experience
Implementation of end- to- end test and metrics workflows and dashboards
Implementation of analytics and insight tools for AD datasets
ML model deployment in production grade C++ software stacks
Python skills
Familiarity with containerization (Docker) and orchestration (Kubernetes)
Familiarity with cloud platforms like AWS, GCP, or Azure
Hands-on experience with ML platforms (e.g., MLflow, SageMaker, Valohai, or equivalent)
Experience in building 3D Visualization tools for LiDAR point cloud data

Company

Glydways

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Glydways designs and implements personal rapid transit systems using self-driving vehicles.
dateFounded in 2016
location
South San Francisco, California, USA
people-size51-200 employees
web-link
https://www.glydways.com

H1B Sponsorship

Glydways has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (10)
2024 (5)
2023 (2)

Funding

Current Stage
Growth Stage
Total Funding
$212.54M
2025-09-29Series Unknown· $101.31M
2024-05-14Series B· $20M
2023-10-05Series B· $56M

Leadership Team

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Gokul Hemmady
CEO
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Chris Riley
Chief Commercial Officer
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Recent News

TechAfrica News
ADIO Taps Glydways OS AI Platform to Power Next-Gen Autonomous Transit
2025-11-14
Refresh Miami
Could on-demand AI-powered Glydcars drive the future of Miami transit?
2025-11-01
Morningstar.com
Glydways Announces Global Tour, Showcasing its Glydcar in Key Markets Across the United States, Asia Pacific, and the Middle East
2025-10-23
Company data provided by crunchbase