Senior Research Data Engineer

Added
6 days ago
Type
Full time
Salary
Salary not provided

Related skills

aws python machine learning data pipelines rlhf

πŸ“‹ Description

  • Own data lifecycle for agent research: collect, curate, preprocess, QA, and deliver to training
  • Design/build data pipelines for agent training across text, image, and multimodal sources
  • Build infrastructure for data loading, storage, and retrieval at scale (S3, distributed systems)
  • Collaborate with researchers to translate requirements into data specs
  • Develop tooling for dataset construction and annotation workflows
  • Document datasets and establish quality standards for reproducibility

🎯 Requirements

  • Strong Python software engineering skills
  • Experience with large-scale data pipelines and ML DevOps
  • Experience with ML data workflows: processing, versioning, tokenization
  • Hands-on with data pipelines for distributed ML training
  • Familiarity with annotation tooling (Label Studio etc.)
  • Understanding of ML training needs for LLM/VLM fine-tuning

🎁 Benefits

  • Remote/work hybrid options with Canva teams
  • Collaborative, growth-focused research environment
  • Chance to impact multimodal AI products at scale
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