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Unstructured Data Engineer

Post Date

Sep 04, 2025

Location

Irving,
Texas

ZIP/Postal Code

75261
US
Nov 07, 2025 Insight Global

Job Type

Contract

Category

Data Warehousing

Req #

HTD-a518ae85-591b-4834-8af4-2bf0605a46c6

Pay Rate

$57 - $71 (hourly estimate)

Job Description

IG is seeking a Data Engineer focused on unstructured and Data Ingestion to support a rapid proof-of-concept initiative running through the end of the year. This project aims to fully automate the manufacturing process—from engineering models to machine-built parts, quality checks, and delivery—enabling rapid prototyping powered by AI. The ideal candidate will specialize in ingesting unstructured and semi-structured data such as 3D models, quality reports, and live machine telemetry. Experience with embedded hardware, IoT data modeling, and OCR is essential. You’ll be responsible for building robust ingestion pipelines and maintaining metadata catalogs to support machine learning workflows. This person will work closely with other agile teams and collaborating closely with ML developers to identify, access, and prepare the right data for model training and inference. Proficiency in scripting languages like Python or Glue is preferred.

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.To learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.

Required Skills & Experience

• 7+ years of professional experience in data engineering, with a strong track record of delivering scalable data solutions.
• Expertise in ingesting unstructured and semi-structured data
• Hands-on experience with IoT data ingestion, particularly from embedded hardware and industrial systems.
• Strong understanding of data modeling for complex formats
• Proficiency in OCR technologies and integrating OCR outputs into data pipelines.
• Ability to build and maintain robust ingestion pipelines that support real-time and batch processing.
• Experience with metadata cataloging for unstructured data assets.
• Proficiency in scripting languages, especially Python and Glue
• Comfort working in agile environments and collaborating with cross-functional teams.

Benefit packages for this role will start on the 31st day of employment and include medical, dental, and vision insurance, as well as HSA, FSA, and DCFSA account options, and 401k retirement account access with employer matching. Employees in this role are also entitled to paid sick leave and/or other paid time off as provided by applicable law.