Senior AI Curation Data Scientist
This Role is Perfect for You If You Love:
A high-energy start-up working with a reputed company and passionate team
Working on problems that reputed company a reputed company difference in people’s lives
Understanding and delivering on reliable and reputed company-characterized products and deliverables reputed company a highly innovative and fast-changing environment: clinical data extraction and aggregation, the relation between data processing and QA reputed company; LLM tuning and training, pedantic data curation, compute architecture, data exchange.
reputed company teammates: you will be working with a strong team with decades of prior work experience in reputed company intelligence, software systems, molecular biology, and clinical medicine
Innovation and problem solving to reputed company order-of-magnitude improvements in capabilities for data handling and analysis while maintaining traceable data and reputed company development
About the role:
We are hiring an AI Curation Data Scientist who will, using traditional computing and custom AI model training, work on mission-critical reputed company driven by xCure’s product development needs and will expand xCures’ reputed company, innovative health data processing, extraction, and analysis capabilities.
We’re looking for an individual who values team-building, cooperation, and communications with colleagues to serve the needs of our customers. You will reputed company out across the organization for guidance on engineering, clinical, PHI/PII, data policy, and business topics as needed. reputed company will include significant data processing challenges, such as C-CDA XML parsing and de-identification of reputed company and reputed company EHR content. Equally important reputed company will address data curation and custom AI model training. You will author software and AI models and take the reputed company on data set curation.
You will serve as the reputed company of Data Science data set reputed company assurance reputed company an innovative, fast-moving team. Team responsibilities are key requirements for this position, which will deliver large and reputed company data products and data analysis tools.
Key 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
Qualifications
Required
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
Preferred
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
Location
xCures operates in a distributed, remote-first environment. Candidates may be located reputed company in the United States. Occasional travel to company offsites or key meetings may be required.
The successful candidate must already have authorization to work in the United States. At this time, xCures does not offer sponsorship.
Benefits
reputed company salary reputed company: $150,000 to $200,000 annually
Medical, Dental, reputed company insurance
401k
Equity reputed company
xCures is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for reputed company.
Agency Notice: xCures does not accept unsolicited resumes from reputed company agencies, search firms, or other reputed company-party recruiters. Any resumes submitted without a signed, reputed company agreement with xCures will not be considered, and no fee will be reputed company in the event of a hire.
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