Algorithm Expert - Financial Foundation LLM
San Jose, CA, United States
USD 148K-296K (estimate) Senior-level Full Time
Tasks
- Build unified sequence modeling for behavioral data
- Design blending module for downstream tasks
- Design multi entity and multi scale fusion architecture
- Design pre training pipeline for foundation models
- Develop ablation study framework
- Experiment with pre training objectives
- Experiment with tokenization architectures
- Implement freeze backbone and linear head evaluation
- Integrate pre trained representations into risk control scenarios
- Run SFT fine tuning and online deployment
Perks/Benefits
- N/A
Skills/Tech-stack
Ablation Study | BERT | Contrastive Learning | Credit Scoring | Cross-modal fusion | Deep learning | Distributed Training | ELECTRA | Event Sequence Modeling | Fraud Detection | GPT | Graph Neural Networks | Machine Learning | Mixture of Experts | Multi-GPU | Multi-node | Neural Networks | PyTorch | Risk control | Scaling Laws | Self-Supervised Learning | Self-supervised | Sequence Modeling | Series modeling | Supervised Learning | Time Series | Time Series Modeling | Tokenization | Transformer
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Cities
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