Boston Children's Hospital · 18 hours ago
Senior LLM / Machine Learning Engineer – Clinical Platforms
Boston
Full-time
Hybrid
Mid, Senior Level
$79K/yr - $126K/yr
2+ years expBoston Children's Hospital is seeking an experienced Machine Learning Engineer to join the SMART Health IT team. In this role, you will design, build, and deploy LLM pipelines that operate on real-world clinical data and support model validation and care delivery at scale.
Health CareHospitalMedical
Responsibilities
Develop repeatable pipelines in Python using pandas, scikit-learn, and other statistical tools for data structuring, extraction and validation
Develop, analyze, and interpret large clinical text datasets using the latest natural language processing (NLP/LLM) methods to extract and validate insights to support clinical research and predictive modeling
Query and manage health datasets using SQL on AWS cloud
Produce innovative solutions driven by exploratory data analysis from complex and high-dimensional datasets. Applies knowledge of statistics, machine learning, programming, data modeling, simulation, and advanced mathematics to recognize patterns, identify opportunities, pose questions, and make discoveries. Using a flexible, analytical approach to design, develop, and evaluate predictive models and advanced algorithms that lead to optimal value extraction from the data. Generates and tests hypotheses and analyzing and interpreting the results of experiments
With minimal supervision and direction, completes assignments in the required timeframe; consistently adhering to and promoting standard operating procedures and best practices; maintaining and upgrading biomedical informatics tools, methods, and technologies; migrating data, documenting changes, and adjusting internal processes; resolving problems associated with assignments and seeking supervisor assistance when needed
Routinely leads, co-leads, or participates in biomedical informatics projects with other members from the BCH research community and external collaborators; setting goals and objectives for projects and demonstrating achievement of those goals and objectives; coordinating work activities with other stakeholders; contributing to the resulting presentations and/or publications
Trains staff and researchers; effectively tailoring presentations; developing, implementing, and maintaining knowledge management systems
Creates or contributes to a range of compelling communications (e.g., PowerPoint presentations, e-mails, memos, scientific presentations, and publications) that clearly deliver content; preparing communications appropriate for management and internal distributions
Presents at project meetings; effectively conveying progress and asserting point of view; constructively discussing issues and providing facts; building credibility and trust by asking thoughtful questions and actively listening; running productive project meetings that advance problem-solving
Qualification
Required
Bachelor's degree in a STEM
2-3 years of experience in a professional work environment outside of academic setting
Demonstrated proficiency in Python and SQL and/or numpy libraries for natural language processing and validation
Strong foundation in statistics and applied quantitative methods
Excellent communication, teamwork, and problem-solving skills
Excellent problem-solving ability, collaborative spirit, and scientific curiosity
Preferred
PhD, MD, MPH or MS
Familiarity with fast healthcare interoperability resources (FHIR) is a plus and can be learned on the job
Company
Boston Children's Hospital
Boston Children's Hospital is a 404-bed comprehensive center for pediatric health care.
10001+ employees
H1B Sponsorship
Boston Children's Hospital has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (3)
2023 (3)
2022 (2)
2020 (4)
Funding
Current Stage
Late StageLeadership Team
Gilson Mendes
CEO and Founder
Paul Donovan
Senior Advisor to the CEO for Public Affairs
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