MedReview Inc. · 8 hours ago
Data Scientist Analyst
Austin, TX
Full-time
Hybrid
Mid Level
3+ years expMedReview Inc. is seeking a talented Data Scientist/ Analyst to join their team and help build a robust, scalable feature store. The role involves bridging the gap between data analysis, feature engineering, and MLOps, ensuring features for machine learning models are discoverable and consistent.
Health CareMedicalNon ProfitProfessional Services
Responsibilities
Feature Store Development & Management : Collaborate with ML engineers and data platform teams to design, implement, and maintain the feature store architecture for both offline (batch) and online (real-time) use cases
Feature Engineering & Analysis : Identify, define, and engineer high-quality features from various raw data sources (databases, APIs, streaming data) using statistical analysis and domain knowledge
Collaboration & Governance : Partner with database administrators, clinical experts, data scientists, ML engineers, and business stakeholders to promote feature reuse, define governance standards, track feature lineage, and ensure data consistency across models
Data Pipeline Integration : Build and optimize ingestion and transformation pipelines using distributed data frameworks to populate the feature store, ensuring data accuracy, reliability, and freshness
Model Support : Generate training and testing datasets from the feature store and work with ML engineers to ensure seamless feature serving for model inference in production environments
Monitoring & Quality Assurance : Develop monitoring and alerting frameworks to track feature data quality, integrity, and latency, proactively identifying and resolving issues
Documentation & Communication : Document feature definitions, data sources, and usage best practices, and effectively communicate complex technical concepts and insights to technical and non-technical audiences
Qualification
Required
Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related quantitative field
3+ years of experience in data science, data engineering, or MLOps roles, with a focus on data infrastructure and machine learning workflows
1+ years of experience in a health care industry company or familiarity with health care claims, coding and clinical decision making
Strong programming skills in Python, R and SQL
Experience with data processing frameworks (e.g., Spark, Flink, Airflow)
Knowledge of machine learning fundamentals, statistical modeling, and data visualization tools
Preferred
Hands-on experience with feature store technologies (e.g., Feast, SageMaker Feature Store, Tecton, or custom implementations)
Familiarity with cloud platforms (AWS, Azure, or GCP) and related data services
Familiarity with Clickhouse or similar technologies
Experience working in an Agile environment
Company
MedReview Inc.
MedReview is a different type of payment integrity company.
201-500 employees
H1B Sponsorship
MedReview Inc. 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
2025 (4)
2024 (1)
2022 (6)
Funding
Current Stage
Growth StageLeadership Team
Spencer Young
Chief Executive Officer
Ripal Patel
Chief Financial Officer
Recent News
2025-11-20
2025-08-29
2025-07-23
Company data provided by crunchbase