Tech Stack
Responsibilities
- Design and implement AI/NLP methods for biomedical literature mining and structured protocol knowledge extraction.
- Develop benchmark datasets, annotation guidelines, and evaluation pipelines for scientific information extraction.
- Build and evaluate RAG, in-context learning, fine-tuning, graph matching, entity normalization, and KG query workflows.
- Analyze extraction errors, model behavior, retrieval failures, grounding quality, and biological ambiguity.
- Collaborate with software engineers, organoid biologists, and domain experts to integrate research methods into usable tools and translate biological knowledge into computable representations.
Benefits
- 401k
- Health Insurance
- Learning Budget
Culture
Cross-Functional TeamsDocumentation-Driven
Requirements
Required: PhD in computer science, computational biology, bioinformatics, biomedical informatics, NLP, machine learning, data science, or a related field
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About Axle Informatics
Industry: bioscience
Axle is a bioscience and information technology company that offers advancements in translational research, biomedical informatics, and data science applications to research centers and healthcare organizations.
View company profile →Compensation
Base salary: $90,000 USD
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