Data Engineer

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Logo of The Phia Group, LLC

The Phia Group, LLC

201 - 500 employees

Founded 2000

💼 Consulting

🏥 Healthcare

🛡️ Insurance

💰 Private Equity Round on 2018-09

Consulting • Healthcare • Insurance

The Phia Group, LLC is a dedicated provider of healthcare cost containment solutions, focusing on empowering self-funded health plans to maximize benefits and minimize costs. Through a comprehensive suite of services, including subrogation and recovery, claims negotiation, and cost transparency initiatives, The Phia Group aims to help employers and families navigate the complexities of healthcare with advocacy and expertise. Their commitment to improving healthcare accessibility and affordability sets them apart in the industry.

📋 Description

• Build, maintain, and optimize data pipelines utilizing Azure Data Factory, ensuring data is ingested, transformed, and delivered to Snowflake reliably for analytics • Implement monitoring, alerts, and testing of data pipeline performance, data quality metrics, and lineage to ensure trustworthy data delivery • Troubleshoot data issues and perform root cause analysis to proactively resolve operational issues • Document data structures, processes, architectural decisions, and best practices for knowledge sharing • Develop, maintain, and optimize Snowflake objects (schemas, tables, views) and SQL transformations to produce curated, analytics-ready datasets • Collaborate with analysts, stakeholders, and product owners to translate business needs into data requirements and stable technical implementations • Enable data for AI/ML use cases by preparing feature-rich datasets, supporting feature engineering, and ensuring data consistency for model training and inference • Support deployment and operationalization of machine learning models by integrating pipelines with ML workflows (e.g., batch/real-time scoring) • Continually improve ongoing reporting and analytics, automating or simplifying self-service or manual processes • Implement version control practices for all data engineering code and documentation

🎯 Requirements

• Bachelor's degree in Computer Science, Computer Engineering, Information Technology, or a related field; or equivalent experience • 5+ years of experience in data engineering or business intelligence roles working with ETL, data modeling, data architecture, and developing pipelines and applications for analytics (e.g., BI, reporting, machine learning, deep learning) • Solid programming skills in advanced SQL, Python, or other programming languages for data processing and automation • Experience supporting or working with AI/ML workflows, including data preparation and feature engineering for machine learning models • Integration of data pipelines with ML frameworks (e.g., scikit-learn, TensorFlow, PyTorch, or similar) • Understanding of model lifecycle concepts (training, validation, deployment, monitoring) • Expertise working with Snowflake for data warehousing, including experience with schema design, performance tuning, and optimization • Proficiency with Git, Azure DevOps, and collaborative development best practices • Experience designing, developing, and deploying end-to-end pipelines using Azure Data Factory

🏖️ Benefits

• unparalleled benefits for yourself • innovative cost-cutting solutions

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