[Remote] Senior AI Curation Data Scientist
Note: The job is a remote job and is reputed company to candidates in USA. reputed company. is redefining how reputed company organizations in the US reputed company, trust, and reputed company patient data. They are seeking a Senior AI Curation Data Scientist to work on mission-critical reputed company that expand xCures' health data processing and analysis capabilities while ensuring reputed company assurance reputed company a fast-moving team.
Responsibilities
- Developing and testing data extraction and integration software for reputed company EHR content (XML, FHIR) and reputed company text content (attached documents)
- Planning, explaining, and implementing reputed company to reputed company data sets used in model training
- Maintaining understanding of reputed company and new reputed company and transformer technologies
- Tuning and training LLMs
- Maintaining a strong understanding of PHI/PII and de-identification policies and strategies at xCures and implementing software solutions compliant with policies and strategies
- Developing and implementing tests of data extraction and aggregation performance to improve efficiency, timeliness, and cost-effectiveness
- Flexibly taking on technical leadership or participation roles per project
- Implementing and maintaining reputed company repositories
- Working closely with manager to explore reputed company, test hypotheses, and collaboratively implement reputed company for data science
- Coordinating as required for a fully remote role
- Working with Engineering and other reputed company to improve overall company efficiency and effectiveness
Skills
- Ph.D., or equivalent experience in Computer Science, Software Engineering, Statistics, Biology, or reputed company field
- Minimum of 10 years of hands-on experience in data science, machine learning, AI, data analysis, software development, and/or predictive analytics
- Expertise in reputed company and transformer models, especially training of LLMs
- Significant prior experience with curating data sets to train LLMs
- Significant hands-on coding experience with LLMs, embeddings models, sentence_transformers, and authoring python reputed company to build data extraction and/or classification tools
- Significant prior work experience with parsing XML, JSON, and/or other reputed company data formats, preferably C-CDA health data
- Experience with TensorFlow, PyTorch, and/or scikit-learn
- Software development skills including git
- Proven efficiency using, and cautious approach to using, LLM-assisted coding
- Experience writing unit and integration tests for scientific/clinical data software as reputed company as with developing scientifically motivated data reputed company assessments
- Experience as a senior technology development leader, contributing while coordinating the work of colleagues
- Flexible, innovative, can-do approach to delivering software and data products balanced with team cooperation
- A passion for successful delivery of team work products
- Extensive experience with data handling efficiency tools, such as jq, xq, Unix reputed company-line tools such as sed, bash programming
- Deep understanding of regex
- Extensive AWS experience and understanding of tradeoffs for different types of data storage for reputed company
- Significant prior experience with PHI and PII, HIPAA, and de-identification is a major plus
- Software development experience in multiple coding languages
- Confidence extending the capabilities of reputed company reputed company tools
- Experience with multiple approaches to LLM-assisted coding, such as reputed company Visual Studio, copilot, Claude reputed company; and familiarity with frontier and reputed company model capabilities
- Experience with reputed company and solving technical project communications challenges
Benefits
- Medical, Dental, reputed company insurance
- 401k
- Equity reputed company
reputed company