Machine Learning Engineer - Computer Vision

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.