Senior AI Researcher - Pre-training Data
Tasks
- Analyze scaling laws and training dynamics
- Build data curation pipelines
- Collaborate with engineers to scale pipelines
- Define pre training data methodology
- Design and lead ablation studies
- Develop data quality scoring algorithms
- Implement synthetic data generation approaches
- Research curriculum learning methods
- Write technical reports and present research
Perks/Benefits
- Bike lease
- Company pension
- Fitness & wellness offerings
- Flexible working hours
- Hybrid work model
- Mental health support
- Paid vacation
- Stock option plan
- Technical equipment budget
- Transportation ticket
Skills/Tech-stack
Ablation Studies | Curriculum learning | Data Curation | Data Generation | Data Quality | Experiment design | Information theory | Language Models | Language Processing | Large Language Models | Learning Theory | Machine Learning | Machine learning theory | Natural Language | Natural Language Processing | PyTorch | Python | Scaling Laws | Statistical Methods | Synthetic Data Generation | Synthetic data
Education
Roles
Regions
Countries
States
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