AI Researcher – Multilingual Data
Tasks
- Apply data augmentation and curriculum learning
- Build multilingual evaluation benchmarks
- Collaborate on training pipelines and model architectures
- Conduct data collection and filtering
- Design multilingual dataset research
- Develop low resource language sampling strategies
- Enhance model robustness and representation learning
- Improve cross lingual transfer and alignment
- Optimize multilingual data pipelines
- Perform deduplication and quality assessment
- Publish research findings
- Translate research into production improvements
Perks/Benefits
- Access to AI infrastructure
- Access to large-scale datasets
- Collaboration with experts
- Continuous learning environment
- Equity opportunity
- Opportunity to publish at conferences
- Ownership over research direction
Skills/Tech-stack
Artificial Intelligence | Bias Mitigation | Cross-lingual Transfer | Curriculum learning | Data Augmentation | Dataset Quality Assessment | Dataset quality | Evaluation benchmarks | Filtering | JAX | Language Processing | Low Resource Languages | Machine Learning | Model Alignment | Multilingual Tokenization | Natural Language | Natural Language Processing | PyTorch | Python | Quality Assessment | Representation Learning | Robustness | Transfer Learning | Vocabulary Design
Education
N/A
Roles
AI | AI Researcher | Machine Learning Researcher | Researcher
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