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Data Engineer

Illumination Works

hybridmidpermanentdatabackend United States 6 days ago via LinkedIn

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Tags

Data EngineeringPythonSQLDatabricksData PipelinesCloud Data WarehouseMachine LearningFeature EngineeringData ModelingData Science

About the role

Overview

Data Engineer passionate about building and scaling Data Analytics as a Service (DAaaS) offerings. Work at the intersection of data engineering and data science, enabling rapid development, testing, and deployment of insights and predictive models by ensuring clean, reliable, and well-structured data is readily available.

Key Responsibilities

  • Design and build scalable data pipelines to support data science use cases, including feature engineering, model training, and real-time inference
  • Collaborate closely with data scientists, ML engineers, and analysts to understand data requirements and deliver production-ready datasets
  • Structure and maintain analytics-ready data models optimized for performance, scalability, and reuse
  • Design and support the data layer of a self-service analytics and modeling platform
  • Operationalize outputs from data science, including storing model results, tracking predictions, and supporting feedback loops
  • Build automation tools and frameworks for data science workflows, such as feature stores, experiment tracking, and model evaluation pipelines
  • Work with infrastructure teams to ensure scalable deployment of data services supporting analytics and ML
  • Maintain strong data quality, governance, and documentation

Required Skills & Experience

  • 5+ years as a Data Engineer, Analytics Engineer, or similar role
  • Strong proficiency in SQL and Python for building and orchestrating data workflows
  • Experience building infrastructure for data science platforms
  • Experience with modern data stack tools
  • Deep understanding of data modeling for analytics and machine learning applications
  • Hands-on experience with cloud-based data warehouses and object storage
  • Experience with Databricks
  • Familiarity with machine learning workflows, including feature pipelines, training/inference data prep, and model outputs
  • Strong focus on automation, reusability, and modular design
  • Comfortable working in cross-functional teams
  • Understanding of data privacy, security, and compliance considerations
  • Outstanding problem-solving and communication skills

Education & Requirements

  • Bachelor's degree in Computer Science, Mathematics, or comparable discipline
  • Must have or be willing to obtain Secret Clearance (requires US Citizenship)
  • Must successfully pass drug test and background screening

Location

Oklahoma City, OK (hybrid, 2-3 days/week onsite) or remote with occasional travel

About Illumination Works

Illumination Works is a data-focused technology company founded in 2006 that specializes in big data, data science, data engineering, software engineering, and cloud design. They serve as a trusted technology partner delivering digital transformation and impactful business results to clients.

Scraped 3/31/2026

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