Machine Learning Resident - Client: Mobia Health Innovations (12 month term)
Edmonton, Alberta, Canada
CAD 64K-80K (estimate) Entry-level Full Time
Tasks
- Attribute extracted spans to evidence
- Build large language model systems
- Constrain generation to JSON schema
- Design information extraction models
- Develop MVP client solutions
- Fine-tune machine learning models
- Generate structured data from text
- Implement retrieval-augmented generation pipelines
- Implement span level evidence attribution
- Optimize LLM prompting and context
- Optimize ML pipelines for throughput cost reproducibility
- Preprocess and curate training datasets
- Present project progress reports
Perks/Benefits
Skills/Tech-stack
Data Preprocessing | Decoding strategies | Embeddings | Git | Huggingface | Hybrid search | JSON Schema | Langchain | Language Models | Language Processing | Large Language Models | Linux | Long Context | Machine Learning | Natural Language | Natural Language Processing | Pandas | Prompt engineering | PyTorch | Pydantic | Python | Re-ranking | Reproducibility | Retrieval-Augmented Generation | Scikit-learn | Tokenization | Transformers
Education
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