- 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
- 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
- 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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Member of Technical Staff - Toronto - Bagel Labs
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
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)
What We Offer
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Staff Technical Writer
Only for registered members Toronto, ON
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Intern of Technical Staff
Only for registered members Toronto, Ontario
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Technical Writer, Staff
Only for registered members Toronto, Ontario
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Member of Technical Staff
Only for registered members Toronto, Ontario
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Intern of Technical Staff
Only for registered members Toronto
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Staff Technical Marketer
Only for registered members Toronto, Ontario
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Staff Technical Writer
Only for registered members Toronto, Ontario
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Intern of Technical Staff
Only for registered members Toronto
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Member of Technical Staff
Only for registered members Toronto, Ontario
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Member of Technical Staff
Only for registered members Toronto, Ontario
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Member of Technical Staff
Only for registered members Toronto, Canada
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Member of Technical Staff
Only for registered members Toronto, Ontario
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Member of Technical Staff
Only for registered members Greater Toronto Area
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Member of Technical Staff
Only for registered members Toronto
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Member of Technical Staff
Only for registered members Toronto, Ontario
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Member of Technical Staff
Only for registered members Toronto, Ontario
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Member of Technical Staff
Only for registered members Toronto, Ontario
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Member of Technical Staff
Only for registered members Toronto, Ontario
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Staff Technical Program Manager
Only for registered members Toronto, ON
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Staff Technical Writer
Full time Only for registered members Toronto
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Member of Technical Staff, Senior/Staff MLE
Only for registered members Toronto, Ontario