Member of Technical Staff, Data Flywheel
Tasks
- Analyze model performance and failure modes
- Bring new data sources online
- Build data evaluation infrastructure pipelines
- Collaborate to turn new signals into model improvements
- Create targeted datasets reward signals training interventions
- Design and run data collection programs
- Design build evaluations graders feedback loops
- Develop human and synthetic data strategies
- Identify high-value data sources
- Ingest inspect version and evaluate data at scale
- Translate use cases into evaluations
- Validate and integrate data into pipelines
Perks/Benefits
- Annual wellness allowance
- Dental insurance
- Happy hours
- Health insurance
- Life insurance
- Meals provided
- Offsite events
- Paid parental leave
- Team celebrations
- Unlimited paid time off
- Visa sponsorship
- Vision insurance
Skills/Tech-stack
Data Curation | Data Pipelines | Data Quality | Data Quality Validation | Data Versioning | Deep learning | Distributed Systems | Evaluation Design | Language Models | Language Processing | Large Language Models | Machine Learning | Model Monitoring | Natural Language | Natural Language Processing | Python | Quality validation | Reinforcement Learning | Reward Modeling | SQL
Education
Regions
Countries
States
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