Glydways

Lead ML Platform Software Engineer

Glydways

full-time

Posted on:

Location Type: Remote

Location: United States

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Job Level

Senior

Tech Stack

AWSCloudDockerETLKubernetesPythonRay

About the role

  • Leading efforts by internal and external resources to build, maintain, and improve ML platforms and workflows.
  • 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.

Requirements

  • Strong Python or C++ skills
  • Cloud workflow frameworks for ML (e.g. Ray, Argo, Kubeflow)
  • Building ML platforms and pipelines
  • Leadership of cross functional teams and collaborations
  • 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
  • Strong customer focus oriented problem solving skills
  • Strong communication skills and a collaborative mindset.
  • 5+ years experience in Modern C++ design and development.
  • 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
  • Familiarity with containerization (Docker) and orchestration (Kubernetes) and cloud platforms (AWS)
  • Experience in building 3D Visualization tools for LiDAR point cloud data
Benefits
  • Equal employment opportunities for all employees and applicants
  • Prohibition of discrimination and harassment of any type
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
PythonC++ML platformsETL pipelinesdata extractionmetrics workflows3D Visualization toolsanalytics toolsML model deploymentlarge multimodal datasets
Soft Skills
leadershipcollaborationproblem solvingcommunicationself-startercustomer focuscross-functional teamworksolution development