Young Investigator, Open Language Models for Biology
Tasks
- Adapt models for brain and neurodegeneration data
- Assess cell type and marker recovery
- Design controlled experiments for model grounding
- Develop brain region and donor representations
- Develop multimodal language model
- Evaluate models on held out donors
- Interpret results with domain scientists
- Prepare results for publication
- Release data code and model weights
- Reproduce and evaluate model approaches
- Train and fine tune transformer based models
Perks/Benefits
- Dental insurance
- Employee assistance program
- Family leave
- Healthy work-life balance
- Medical insurance
- Paid sick leave
- Paid time off
- Paid vacation
- Vision insurance
Skills/Tech-stack
Anndata | Code Development | Controlled experiments | Data Analysis | Deep learning | Experimental Design | GPU Computing | Instruction Tuning | Language Model | Language Model Post Training | Language Processing | Machine Learning | Model Evaluation | Model post-training | Multimodal Learning | Natural Language | Natural Language Processing | Post-training | PyTorch | Python | RNA Sequencing | Reproducible Research | Research code | Research code development | ScVI | Scanpy | Single Cell Genomics | Single Nucleus RNA Sequencing | Single-cell | Single-cell RNA-sequencing | Transformer Models
Education
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