01Overview
Machine Learning Engineer (Document Intelligence & OCR)
Experience : 47 Years | Location: Noida (Hybrid)
Impact at VELLOE
As a Machine Learning Engineer (Document Intelligence & OCR), you will build AI-powered OCR and intelligent document processing solutions using Computer Vision, Deep Learning, and Document Intelligence.
You will have hands-on experience in designing, training, and deploying CNN and Vision Transformer (ViT) models for document classification, information extraction, fraud detection, and OCR of financial and identity documents.
Job Responsibilities :
In this role, you will :
- Design, train, and deploy Machine Learning and Deep Learning models.
- Develop Document Intelligence and OCR solutions for paystubs, bank statements, invoices, tax forms, and identity documents.
- Build and optimize CNN and Vision Transformer (ViT) models for document classification, layout analysis, object detection, and text extraction.
- Develop scalable AI services using Python, FastAPI, or Flask.
- Improve model accuracy, inference performance, and production scalability.
- Collaborate with engineering teams to deploy AI solutions in cloud environments.
Required Qualifications :
The top candidate will have :
- Programming: Python, FastAPI, Flask.
- Machine Learning: Scikit-learn, XGBoost.
- Deep Learning: PyTorch, TensorFlow, Keras.
- Computer Vision: CNN, Vision Transformers (ViT), OpenCV, YOLO.
- Document Intelligence: OCR, Intelligent Document Processing (IDP), Layout Analysis, Key-Value Extraction.
- Cloud & DevOps: Docker, Git, AWS/Azure.
- Databases: PostgreSQL, MongoDB, Redis.
Bonus Qualifications
Ideally you have :
- Generative AI: Hugging Face, LLMs, LangChain, RAG.
Ideal Candidate :
- Hands-on experience designing, training, and deploying CNN and Vision Transformer (ViT) models.
- Comfortable working across document classification, information extraction, fraud detection, and OCR of financial and identity documents.
Key Skills :
Machine Learning, Deep Learning, Python, Computer Vision, CNN, Vision Transformer (ViT), OCR, Document Intelligence, Intelligent Document Processing (IDP), PyTorch, TensorFlow, OpenCV, YOLO, FastAPI, Flask, Scikit-learn, Hugging Face, LLM, LangChain, RAG, Docker, PostgreSQL, MongoDB, Redis. .
