Canva
Senior Research Engineer - Design Generation(m/w/x)
Full-timeWith HomeofficeSenior
Wien
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CACanva
Senior Machine Learning Engineer - Agents data(m/w/x)
Wien
Full-timeRemoteSenior
AI/ML
Data Science
Nejo AI Summary
Designing and building data pipelines for agent training from multimodal sources at fast-growing design platform. Hands-on experience with ML data pipelines and prompt engineering required. Equity packages, inclusive parental leave, flexible leave options.
Requirements
- Strong software engineering skills in Python
- Practical experience with prompt engineering
- Experience with ML data workflows
- Hands-on experience with data pipelines for ML training
- Familiarity with annotation tooling and data collection
- Understanding of ML training requirements
- Experience loading and writing large datasets to/from cloud infrastructure
- Strong communication skills
- Collaborative approach and ownership
- Experience with preference data collection for RLHF
- Familiarity with multimodal data
- Experience building synthetic data generation pipelines
- Background in data quality metrics and monitoring
- Contributions to dataset releases or benchmarks
Tasks
- Design and build data pipelines for agent training
- Collect, filter, deduplicate, format, and version data from multimodal sources
- Develop tools for dataset construction, including annotation workflows and synthetic data generation
- Own data quality by building validation frameworks and monitoring for drift and contamination
- Create evaluation datasets and benchmarks in collaboration with researchers
- Build and maintain infrastructure for efficient data loading, storage, and retrieval
- Collaborate with research scientists to translate research requirements into data specifications
- Document datasets thoroughly, including provenance and intended use cases
- Profile and optimize research code for training and inference efficiency
- Implement comprehensive test coverage for data pipelines and ML workflows
- Elevate codebase quality through code reviews and refactoring
- Contribute to team roadmaps by identifying data bottlenecks and proposing solutions
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- Ray
- AWS
Benefits
Competitive Pay
- Equity packages
Generous Parental Leave
- Inclusive parental leave policy
Additional Allowances
- Annual Vibe & Thrive allowance
Workation & Sabbatical
- Flexible leave options
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Canva and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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CACanva
Senior Machine Learning Engineer - Agents data(m/w/x)
Wien
Full-timeRemoteSenior
AI/ML
Data Science
Nejo AI Summary
Designing and building data pipelines for agent training from multimodal sources at fast-growing design platform. Hands-on experience with ML data pipelines and prompt engineering required. Equity packages, inclusive parental leave, flexible leave options.
Requirements
- Strong software engineering skills in Python
- Practical experience with prompt engineering
- Experience with ML data workflows
- Hands-on experience with data pipelines for ML training
- Familiarity with annotation tooling and data collection
- Understanding of ML training requirements
- Experience loading and writing large datasets to/from cloud infrastructure
- Strong communication skills
- Collaborative approach and ownership
- Experience with preference data collection for RLHF
- Familiarity with multimodal data
- Experience building synthetic data generation pipelines
- Background in data quality metrics and monitoring
- Contributions to dataset releases or benchmarks
Tasks
- Design and build data pipelines for agent training
- Collect, filter, deduplicate, format, and version data from multimodal sources
- Develop tools for dataset construction, including annotation workflows and synthetic data generation
- Own data quality by building validation frameworks and monitoring for drift and contamination
- Create evaluation datasets and benchmarks in collaboration with researchers
- Build and maintain infrastructure for efficient data loading, storage, and retrieval
- Collaborate with research scientists to translate research requirements into data specifications
- Document datasets thoroughly, including provenance and intended use cases
- Profile and optimize research code for training and inference efficiency
- Implement comprehensive test coverage for data pipelines and ML workflows
- Elevate codebase quality through code reviews and refactoring
- Contribute to team roadmaps by identifying data bottlenecks and proposing solutions
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- Ray
- AWS
Benefits
Competitive Pay
- Equity packages
Generous Parental Leave
- Inclusive parental leave policy
Additional Allowances
- Annual Vibe & Thrive allowance
Workation & Sabbatical
- Flexible leave options
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Canva and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Canva
Industry
Other
Description
The company is a fast-growing platform that redefines how the world experiences design.
Not a perfect match?
- Canva
Senior Research Engineer - Design Generation(m/w/x)
Full-timeWith HomeofficeSeniorWien - Becton, Dickinson and Company
Senior Machine Learning Engineer(m/w/x)
Full-time/Part-timeWith HomeofficeSeniorWienfrom 52,136 / year - Canva
Senior Research Scientist - Reinforcement Learning, MoEs(m/w/x)
Full-timeWith HomeofficeSeniorWien - Sportradar
Senior ML Engineer(m/w/x)
Full-timeWith HomeofficeManagementWien - RHI Magnesita GmbH
Senior Data Scientist(m/w/x)
Full-timeWith HomeofficeSeniorWienfrom 65,000 / year