The Bioanalytics Systems & Technologies Group at MIT Lincoln Laboratory is looking to address national security needs by developing software architectures and systems, bioinformatics tools, and AI algorithms to further the nation’s efforts in biomedical, health, chemical and biological defense, biosecurity, public and global health and warfighter performance.
Requirements
- Experience with AI development including applying large language models (LLMs) for retrieval-augmented generation (RAG) for biomedical problems
- Experience in developing data pipelines from harmonizing, curating and aggregating data
- Familiarity with molecular, physiological and/or clinical data a plus
- Experience with bioinformatic processing and analysis of sequence (genomics/transcriptomic), proteomics, and chemical data using open-source and custom tools is highly desirable
- Experience with data science, computational biology, biomedical informatics, AI, or related scientific field
- Ability to develop and apply new AI models for a broad set of applications
- Experience with developing software architectures and systems
Responsibilities
- leading the development of AI/ML models
- data curation
- planning and conducting field data collections
- leading small programs
- collaborating with other scientists and engineers
- communicating results both in written and oral form
- applying large language models (LLMs) for retrieval-augmented generation (RAG) for biomedical problems
Other
- Master’s in Data Science, Computational Biology, Biomedical Informatics, AI, or related scientific field or equivalent experience in technical analysis
- Ability to work collaboratively and lead highly interdisciplinary teams
- Demonstrated skills in scientific writing, as well as development and clear presentation of technical materials to a wide spectrum of technical and non-technical audiences a plus
- U.S. citizenship is required
- Selected candidate will be subject to a pre-employment background investigation and must be able to obtain and maintain a Secret level DoD security clearance
