Posted:1 day ago|
Platform:
On-site
Full Time
· 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.
· 7+ 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.
· Experience with ML
· ML model deployment in production grade C++ software stacks
· Good communication skills and a collaborative mindset.
· Experience with ETL, or other cloud related experience (e.g. MLFlow, Argo workflow, dashboards)
· 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
· 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
Quadzero
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Salary: Not disclosed
Salary: Not disclosed
