Senior Machine Learning Engineer (3968)
Core
Designing, developing, deploying, and optimizing production-grade machine learning and computer vision models for identity and address verification systems.
Role type
Senior individual contributor machine learning engineer (computer vision)
Builds
Production ML models for KYC verification, document verification, and digital trust
Domain
Identity verification, biometrics, computer vision
Deliverable
production ML models
Required skills
Python, PyTorch, CNNs, transformers, object detection, image segmentation, MLOps, CI/CD pipelines, model monitoring, data analysis, mentoring
Preferred skills
C++, TensorFlow, OpenCV, large-scale dataset handling, production MLOps practices
Technologies
PyTorch, Python, OpenCV, LoRA, QLoRA
Responsibilities
Design and implement state-of-the-art ML and computer vision models; fine-tune large-scale models using efficient adaptation techniques; define and monitor evaluation metrics; support end-to-end ML workflows including deployment and monitoring; mentor junior engineers; collaborate with cross-functional partners to deliver high-impact solutions
Seniority
Senior, hands-on IC with mentorship responsibilities