AI / Machine Learning Engineer
Core
Design, build, and deploy advanced computer vision and AI solutions for image capture, data extraction, and fraud detection in identity assurance systems.
Role type
Senior IC machine learning engineer (computer vision)
Builds
Production-grade APIs and mobile SDKs integrating ML models for identity verification
Domain
Cybersecurity / Digital Identity / Computer Vision
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, OpenCV, OCR, deep learning architectures, cloud platforms (AWS/GCP/Azure), API development, model optimization for mobile and cloud
Preferred skills
model quantization, synthetic data generation, security/liveness detection, compliance with GDPR/CCPA, open-source contributions
Technologies
PyTorch, TensorFlow, OpenCV, AWS, GCP, Azure
Responsibilities
Design and implement AI models for image classification, object detection, OCR, and feature extraction; Develop real-time image quality assessment and capture guidance algorithms; Create and maintain data pipelines for dataset collection, cleaning, and labeling; Implement model optimization techniques for mobile and cloud inference; Apply fraud detection methods to identify tampering and forgeries; Integrate ML models into production-grade APIs and mobile SDKs; Monitor and improve model accuracy and performance
Seniority
Senior, hands-on IC