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Experienced AI/ML Engineer - Document Intelligence

Honovix AI   Remote • Full-time

Experienced AI/ML Engineer - Document Intelligence Needed for a US-based cutting edge software agency (remote position)

We're seeking an experienced AI/ML Engineer to join our team and drive innovation in document intelligence solutions.

You'll be at the forefront of developing and deploying cutting-edge machine learning systems that extract, interpret, and process information from diverse document types at scale.

Key Responsibilities

  • Design, develop, and deploy production-grade ML models for document understanding and information extraction.
  • Build and optimize OCR pipelines for various document formats (structured, semi-structured, and unstructured).
  • Develop NLP/NLU solutions for document classification, entity extraction, and semantic understanding.
  • Collaborate with cross-functional teams to integrate ML solutions into production systems.
  • Evaluate and improve model performance, accuracy, and processing efficiency.
  • Stay current with latest advances in document AI, computer vision, and LLM technologies.

Required Qualifications

  • 5+ years of professional experience in Machine Learning/AI engineering roles
  • Deep expertise in document intelligence, including:

OCR technologies (Tesseract, AWS Textract, Google Document AI, Azure Form Recognizer, or similar)

Document layout analysis and table extraction

Handwriting recognition and form processing

  • Strong programming skills in Python and ML frameworks (TensorFlow, PyTorch, scikit-learn)
  • Experience with computer vision techniques and libraries (OpenCV, PIL, etc.)
  • Proven track record of deploying ML models to production environments
  • Strong understanding of ML fundamentals, model evaluation, and optimization techniques

Preferred Qualifications

  • Experience with Large Language Models (LLMs) for document understanding.
  • Knowledge of modern document AI architectures (LayoutLM, Donut, DocFormer, etc.).
  • Experience with cloud platforms (AWS, GCP, Azure) and their ML services.
  • Familiarity with MLOps practices and tools (MLflow, Kubeflow, etc.).
  • Background in NLP/NLU and transformer-based models.
  • Experience with data annotation workflows and active learning.
  • Publications or contributions to open-source ML projects.

Technical Skills

  • Languages: Python (required), experience with other languages a plus.
  • ML/DL Frameworks: TensorFlow, PyTorch, Keras, scikit-learn.
  • OCR & Document Processing: Extensive hands-on experience required.
  • Cloud & Infrastructure: Docker, Kubernetes, CI/CD pipelines.
  • Data Processing: Pandas, NumPy, data preprocessing and augmentation.

Email: [contactus@honovix.ai](mailto:contactus@honovix.ai)

https://honovix.ai/

Whatsapp: +13108498233