AI Researcher – Multilingual Data
Tasks
- Build maintain multilingual evaluation benchmarks
- Collaborate on training pipelines and model architectures
- Conduct data collection filtering deduplication quality assessment
- Design multilingual dataset research
- Develop low resource sampling data augmentation curriculum learning strategies
- Evaluate model quality across languages
- Improve multilingual representation learning
- Optimize multilingual dataset pipelines
- Publish research findings
- Research multilingual large language model cross lingual transfer alignment robustness
- Translate research outcomes into production improvements
Perks/Benefits
- Access to large-scale datasets
- Collaborative research environment
- Conference publishing opportunity
- Continuous learning
- Equity opportunity
- Ownership
Skills/Tech-stack
Artificial Intelligence | Bias Mitigation | Cross-lingual Transfer | Curriculum learning | Data Augmentation | Data Deduplication | Data Filtering | Dataset Quality Assessment | Dataset quality | JAX | Language Modeling | Language Processing | Language model training | Large Language Model | Large language model training | Low Resource Language Modeling | Machine Learning | Model Evaluation | Model Training | Multilingual Representation Learning | Multilingual Tokenization | Natural Language | Natural Language Processing | PyTorch | Python | Quality Assessment | Representation Learning | Transfer Learning
Education
N/A
Roles
AI | AI Researcher | Machine Learning Researcher | Researcher
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