Member of Technical Staff, Data & ML Infrastructure for Video Models
CantinaDigital Transformation company
Remote$200,000 - $260,000Lead
Data & AI
About the role
TL;DR
Build and scale data pipelines for large video generation models.
- •Cantina Labs is seeking a Member of Technical Staff to build and scale data pipelines for large video generation models.
- •This role is crucial for collecting, preparing, and curating training data to improve model quality.
- •Key Responsibilities Build and maintain data pipelines for video generation models.
- •Design and run annotation workflows across platforms like MTurk.
- •Train and improve supporting models for data filtering and quality assessment.
- •Partner with research and engineering teams to create scalable systems.
- •Own data quality across the pipeline and build internal tooling.
- •Requirements 3+ years of experience in ML, data pipelines, or related engineering roles.
- •Strong Python programming skills and experience with ML data pipelines.
- •Hands-on experience preparing training data for ML models.
- •Familiarity with annotation and labeling workflows.
- •Experience with Kubernetes for orchestrating distributed workloads.
Required skills
PythonDynamoDBKubernetesPyTorchAWSGit
Nice-to-have skills
Computer VisionLLMs
Domain expertise
ai
Benefits & perks
Generous company equity, Medical, dental, and vision insurance, 42 days of paid time off, Generous parental leave & fertility support, 401(k) retirement savings plan, Lifestyle spending account, Complimentary lunch and snacks for in-office employees, One Medical membership
Tech stack
PythonDynamoDBKubernetesPyTorchAWSGit