Ensemble Health Partners · 1 day ago
Clinical Informatics Lead
Ensemble Health Partners is a leading provider of technology-enabled revenue cycle management solutions for health systems. The Clinical Informatics Lead will support data annotation and informatics teams, collaborating cross-functionally and mentoring team members to optimize annotation workflows for machine learning and AI projects.
Health CareHospitality
Responsibilities
Join Ensemble Health Partners as a Clinical Informatics Lead supporting our data annotation and informatics teams
Reporting to the VP, Informatics & Customer Success, you’ll work closely with the data annotation team, collaborating cross-functionally and mentoring team members
Expertise in designing, optimizing, and scaling annotation pipelines for machine learning and AI projects
Skilled in using annotation platforms and managing integrations with data storage and ML pipelines
Implements rigorous QA processes to ensure accuracy, consistency, and completeness of labeled data
Familiarity with SNOMED CT, ICD-10, LOINC, HL7, and other medical coding systems to ensure consistent labeling
Works closely with data scientists and engineers to ensure annotated data meets model training requirements
Ensures all data operations comply with HIPAA, GDPR, and other healthcare privacy regulations
Designs and maintains secure annotation workflows with access controls, audit trails, and data de-identification protocols
Monitors team performance using precision, recall, and inter-annotator agreement metrics
Identifies bottlenecks and introduces automation (e.g., pre-labeling, active learning) to improve efficiency without compromising quality
Recruits, trains, and mentors annotators; fosters a culture of precision, accountability, and continuous learning
Sets clear goals, conducts regular reviews, and provides feedback to improve individual and team output
Serves as a liaison between annotation teams, data science, product, and engineering to align priorities
Navigates interpersonal challenges, maintains morale, and motivates teams working on repetitive or complex tasks
Aligns annotation efforts with business objectives, model development timelines, and strategic initiatives
Balances quality and speed with budget constraints, including vendor management if outsourcing is involved
Stays current with annotation trends (e.g., synthetic data, multimodal labeling) and adapts workflows accordingly
Tracks how annotation quality influences downstream model performance and business outcomes
Qualification
Required
Expertise in designing, optimizing, and scaling annotation pipelines for machine learning and AI projects
Skilled in using annotation platforms and managing integrations with data storage and ML pipelines
Implements rigorous QA processes to ensure accuracy, consistency, and completeness of labeled data
Familiarity with SNOMED CT, ICD-10, LOINC, HL7, and other medical coding systems to ensure consistent labeling
Works closely with data scientists and engineers to ensure annotated data meets model training requirements
Ensures all data operations comply with HIPAA, GDPR, and other healthcare privacy regulations
Designs and maintains secure annotation workflows with access controls, audit trails, and data de-identification protocols
Monitors team performance using precision, recall, and inter-annotator agreement metrics
Identifies bottlenecks and introduces automation (e.g., pre-labeling, active learning) to improve efficiency without compromising quality
Recruits, trains, and mentors annotators; fosters a culture of precision, accountability, and continuous learning
Sets clear goals, conducts regular reviews, and provides feedback to improve individual and team output
Serves as a liaison between annotation teams, data science, product, and engineering to align priorities
Navigates interpersonal challenges, maintains morale, and motivates teams working on repetitive or complex tasks
Aligns annotation efforts with business objectives, model development timelines, and strategic initiatives
Balances quality and speed with budget constraints, including vendor management if outsourcing is involved
Stays current with annotation trends (e.g., synthetic data, multimodal labeling) and adapts workflows accordingly
Tracks how annotation quality influences downstream model performance and business outcomes
Benefits
Associate Benefits – We offer a comprehensive benefits package designed to support the physical, emotional, and financial health of you and your family, including healthcare, time off, retirement, and well-being programs.
We invest in your professional development. Each associate will earn a professional certification relevant to their field and can obtain tuition reimbursement.
We offer quarterly and annual incentive programs for all employees who go beyond and keep raising the bar for themselves and the company.
Company
Ensemble Health Partners
Ensemble Health Partners is the leading revenue cycle management company for hospitals, health systems and physician practices.
Funding
Current Stage
Late StageTotal Funding
unknown2022-03-25Private Equity
2019-05-30Acquired
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