Member of Technical Staff - Toronto - Bagel Labs

    Bagel Labs
    Bagel Labs Toronto

    8 hours ago

    Full time
    Description

    Role Overview

    You will build the data foundation for our frontier video and image generation diffusion models, turning massive, messy collections of media into clean, well-labeled datasets that researchers can trust for training. You will own pipelines end to end and work closely with the modeling team to unblock experiments and catch data issues before they quietly degrade model quality.

    Key Responsibilities

    • Build pipelines that ingest, filter, and transform millions of video clips and images into training-ready shards
    • Run quality scoring and synthetic captioning at scale across GPU clusters
    • Own dataset versioning so researchers can trace any training run back to an exact snapshot
    • Optimize storage and compute to keep TB-scale processing fast and cost-efficient

    Who You Might Be

    You stay on top of the latest vision model releases and are often one of the first to try new open-source tools when they drop. You have strong intuition for what makes a good training sample and get frustrated when bad data silently hurts model quality. You are pragmatic about making systems work reliably even when requirements shift mid-flight.

    Desired Skills (Flexible)

    • Comfort with video and image data at the file level, whether that means transcoding, cropping, or detecting scene boundaries
    • Experience running filters, scorers, or captioning models across large media datasets
    • Python proficiency for batch processing and moving terabytes through object storage
    • Understanding of how diffusion models work is a plus
    • Active Hugging Face or GitHub presence with open-source contributions is a plus

    What We Offer

    • Top-of-market compensation and time to pursue open-ended research
    • A deeply technical culture where bold, frontier ideas are debated, stress-tested, and built
    • In-person role at our Toronto office
    • Paid travel opportunities to top ML conferences around the world

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