TL;DR
AI Engineer (Document Intelligence): Develop and optimize scalable AI systems for document understanding and GenAI workflows with an accent on model training, evaluation, and deployment pipelines. Focus on building robust document intelligence models, integrating vision-language systems, and enhancing retrieval-augmented generation (RAG) for document-heavy workloads.
Location: Remote from Spain, Germany, Ukraine, or Portugal
Company
hirify.global provides an all-in-one document workflow automation platform empowering over 67,000 organizations worldwide to create, manage, and sign digital documents efficiently.
What you will do
- Build and maintain evaluation frameworks and metrics for document models, LLMs, OCR, and structured extraction.
- Design and curate datasets and scalable preprocessing pipelines for various document types.
- Train and fine-tune transformer-based OCR, vision-language models, and open-source LLMs for document understanding.
- Deploy ML models using modern inference runtimes and build monitoring and fallback mechanisms.
- Develop retrieval and chunking strategies for document structures and optimize RAG pipelines.
- Collaborate cross-functionally with product managers, engineers, and designers to define AI opportunities and deliver production AI features.
Requirements
- Must be located in Spain, Germany, Ukraine, or Portugal for remote work.
- 5+ years of Python experience with expertise in document intelligence ML models and pipelines.
- Experience with traditional document AI models (LayoutLM, Donut, DocFormer) and vision-language models with OCR capabilities.
- Proficiency deploying and optimizing models with inference frameworks like vLLM, TGI, TensorRT, or ONNX Runtime.
- Strong understanding of coordinate systems and spatial reasoning for document field detection.
Nice to have
- Familiarity with PDF parsing libraries and document preprocessing pipelines.
- Experience fine-tuning open-source models for domain-specific document tasks.
- Knowledge of evaluation metrics such as F1 and exact match for document understanding.
Culture & Benefits
- Open and honest culture emphasizing feedback and professional development.
- Opportunity to work from anywhere with a globally distributed team.
- 6 self-care days and competitive salary.
- Strong focus on work-life balance and team connectivity through virtual events.
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