Machine Learning Engineer I

Build and support Python and Azure ML capabilities that power real estate valuation and related analytics in a hybrid role in Lewisville, TX.

Responsibilities

• Design, build, and maintain Python-based data pipelines for ingestion, transformation, and integration across internal and external sources
• Integrate data from internal systems such as SharePoint using the Microsoft Graph API
• Build and support ETL/ELT processes feeding the Azure environment, using Azure Data Factory, Azure Blob Storage, and Synapse/Fabric
• Maintain data quality, reliability, and governance for datasets used in modeling and reporting
• Create and optimize data models, SQL queries, and workflows using the team’s standard project structure (raw, processed, train/test data)
• Assist with deploying, monitoring, and maintaining ML models in production (including gradient-boosted ensembles, classification, and ranking models)
• Develop data preparation and feature engineering pipelines in Python
• Support model evaluation, testing, and performance monitoring, including basic fairness/quality checks where relevant for regulated models
• Collaborate with Data Scientists to operationalize models and move research code into production-ready services
• Automate model training, scoring, and deployment workflows, including containerized deployment with Docker/AKS
• Translate requirements by partnering with Data Science, Data Engineering, and business stakeholders
• Participate in code reviews, testing, and deployment activities using Git version control
• Document technical solutions, data dictionaries, and operational procedures
• Continuously learn and adopt new AI/ML and data engineering tools relevant to the Azure-centric stack
• Support the evolving Azure data platform, including transition toward Microsoft Fabric and Purview-based governance

Requirements

• Bachelor’s degree in Computer Science, Data Science, Engineering, Mathematics, or a related field
• 0–3 years of professional experience in Data Engineering, Machine Learning Engineering, Software Engineering, or a related technical field

Tech Stack

• Python
• Azure
• Microsoft Graph API, SharePoint
• Azure Data Factory
• Azure Blob Storage
• Synapse, Fabric (Microsoft Fabric)
• SQL
• Docker, AKS
• Git
• Microsoft Purview

Benefits

• Eligible team members perks and health benefits
• Annual bonus, incentives, and other employment-related benefits, including medical, dental, and vision benefits
• 401K retirement plan
• Paid-time off
• Reasonable accommodations

Location: Lewisville, TX (hybrid)
Compensation: USD 112,000 - 239,000 per year