ML Data Engineer Job at hedgehog lab, Dallas, TX

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  • hedgehog lab
  • Dallas, TX

Job Description

Principal ML Data Engineer

Location: Remote (UK-based)
Contract:
3 months
Start:
ASAP

About the Project

We’re working with a leading construction technology company to help them harness AI across their business. They have a large library of specifications, contracts and bids, and this project focuses on turning that data into value through rapid AI experimentation and proofs of concept.

You’ll work in a fast-paced environment where progress matters more than perfection, helping identify high-impact use cases for further investment.

What You’ll Do
  • Lead AI-driven proofs of concept from idea to delivery
  • Build and iterate on data pipelines and ML models to enhance business processes
  • Identify and prototype AI opportunities in automation, prediction and document intelligence
  • Work hands-on with large, complex datasets

Why You’ll Love It

  • Fast-moving, innovative project with real-world impact
  • Autonomy to explore and experiment
  • A culture that values getting things done over perfection


What We’re Looking For:

Solution Development

  • Experience leading AI-driven proofs of concept from ideation to deployment
  • Ability to identify and develop AI opportunities within business workflows
  • Experience embedding AI solutions that enhance existing processes rather than operate as standalone tools
  • Strong understanding of AI use cases including automation, predictive analytics and document intelligence


Data Architecture and Engineering

  • Expertise in building scalable data pipelines to support ML model development and rapid prototyping
  • Skilled in working with both structured and unstructured data sources

Machine Learning

  • Experience designing, training and deploying NLP models for document summarisation, classification or key information extraction
  • Proficiency in developing predictive analytics
  • Understanding of model evaluation metrics and testing frameworks

Technical Skills

  • Strong Python programming skills and experience with frameworks such as PyTorch, TensorFlow, scikit-learn or Hugging Face Transformers
  • Familiarity with cloud-based ML environments such as Azure ML, AWS Sagemaker or GCP Vertex AI

If you meet the requirements, apply with your CV or email it to tom@hainton.com

Job Tags

Contract work, Immediate start, Remote work,

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