Senior Machine Learning Engineer (Computer Vision & NLP)
Experience: 4+ Years
Location: Pune (Onsite)
About the Role:
We are looking for a highly skilled Senior Machine Learning Engineer with strong expertise in Computer Vision, NLP, and end-to-end machine learning model development. This is a hands-on individual contributor role focused on building intelligent AI solutions for identity verification, document processing, fraud detection, and regulatory technology use cases.
The ideal candidate should have a solid foundation in traditional machine learning and deep learning, with hands-on experience in training models from scratch, conducting research, and deploying production-grade ML solutions. We are specifically looking for candidates who have worked on ML before the GenAI boom (2022 or earlier) and possess robust core ML fundamentals beyond LLM fine-tuning.
Key Responsibilities:
• Design, develop, train, and optimize machine learning and deep learning models for Computer Vision and NLP use cases.
• Build AI solutions for document verification, OCR, face matching, liveness detection,
document classification, and fraud detection.
• Develop and improve NLP pipelines for text extraction, entity recognition, document understanding, and classification.
• Perform data preprocessing, feature engineering, model training, evaluation, and performance optimization.
• Deploy machine learning models into production environments using scalable APIs and cloud infrastructure.
• Build and maintain end-to-end ML pipelines including training, inference, monitoring, and model versioning.
• Work closely with Product, Engineering, and Business teams to translate real-world business problems into AI-driven solutions.
• Conduct experiments, benchmark models, and continuously improve model accuracy and efficiency.
• Document methodologies, experiments, and deployment workflows to support future scalability.
Preferred Problem Areas:
• KYC / KYB automation
• Identity verification
• Docu
📌 Senior ML Engineer (Pune)
🏢 Zoop
📍 Pune