Mr. C Miami - Coconut Grove · 1 day ago
Data Scientist Analyst
United States
Full-time
Remote
Mid Level
3+ years expMr. C Miami - Coconut Grove is seeking a talented Data Scientist/ Analyst to join their team and help build a robust, scalable feature store. This role involves bridging the gap between data analysis, feature engineering, and MLOps, ensuring features for machine learning models are discoverable and consistent.
Hospitality
Responsibilities
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
Identify, define, and engineer high-quality features from various raw data sources (databases, APIs, streaming data) using statistical analysis and domain knowledge
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
Build and optimize ingestion and transformation pipelines using distributed data frameworks to populate the feature store, ensuring data accuracy, reliability, and freshness
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
Develop monitoring and alerting frameworks to track feature data quality, integrity, and latency, proactively identifying and resolving issues
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
Mr. C Miami - Coconut Grove
From the fourth generation hospitality leaders, brothers Ignazio and Maggio Cipriani, comes Mr. C Miami Coconut Grove.
51-200 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase