
Healthcare Data Engineer for Advanced Analytics
2 days ago
Job Title: Healthcare Data Engineer - AI/ML Enablement
About the Role
We are seeking a skilled professional to support our AI/ML initiatives through advanced data preparation and management.
This role involves cleaning, rationalizing, normalizing, and integrating large healthcare datasets (claims, member, provider, clinical data) to ensure readiness for AI-driven analytics and automation.
You will collaborate with data scientists, engineers, and AI teams to deliver high-quality, compliant data pipelines for predictive analytics, risk stratification, fraud detection, and other use cases.
Key Responsibilities:
- Data Cleaning: Identify and resolve errors, inconsistencies, duplicates, and missing values.
- Data Rationalization and Normalization: Align with healthcare data standards and structures (ICD-10, CPT, SNOMED).
- Dataset Aggregation: Consolidate datasets from multiple systems (EHRs, claims, third-party vendors).
- Automation and Scripting: Execute data extraction workflows to generate AI-ready features.
- Quality Assurance: Conduct data quality assurance and validation checks to ensure reliability and accuracy.
- Collaboration: Collaborate with data scientists and AI/ML teams to align data preparation with project goals.
- Documentation: Maintain thorough documentation of data processes, transformations, and metadata.
- Compliance: Ensure compliance with HIPAA, data governance, and security standards.
Qualifications and Skills
- Healthcare Experience: Strong experience in healthcare data engineering (claims, EHR, clinical datasets).
- Technical Skills: Proficiency in data cleaning, normalization, aggregation, and feature extraction. Knowledge of SQL, Python, and automation frameworks for data workflows.
- Industry Knowledge: Knowledge of healthcare standards and coding systems (ICD-10, CPT, SNOMED, HL7, FHIR). Hands-on experience integrating data from multiple healthcare systems and vendors.
- Cloud Computing: Knowledge of cloud-based solutions and APIs that provide scalable infrastructure for data storage, processing, and compliance with healthcare regulations.
- Collaboration and Communication: Excellent collaboration skills and ability to partner with AI/ML teams.
Why Work with Us?
We offer a collaborative work environment, opportunities for growth and development, and a chance to make a meaningful impact in the healthcare industry.
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