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 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 solid core ML fundamentals beyond LLM fine-tuning.
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, document intelligence, OCR and intelligent document processing, face matching and liveness detection, fraud detection and anomaly detection, risk and c
📌 Senior Machine Learning Engineer (Pune)
🏢 Zoop
📍 Pune