Confero ยท 1 day ago
Head of Machine Learning
United States
Full-time
Remote
Lead/Staff, Director/Executive
3+ years expConfero is partnered with a leading innovator in the identity assurance space, dedicated to creating a passwordless world through advanced biometric and decentralized technologies. They are seeking a Head of Machine Learning to design and deploy computer vision models that power the next-generation authentication platform, bridging the gap between R&D and production engineering.
Staffing & Recruiting
Hiring Manager
Tom Lindley
Responsibilities
Model Development: Design and implement AI models for image classification, object detection, OCR, and feature extraction
Real-Time Algorithms: Develop image quality assessment and capture guidance algorithms for seamless user experiences
Anti-Fraud & Security: Apply advanced detection methods to identify visual tampering, forgeries, and replay attacks
Deployment & Optimization: Implement model optimization and quantization techniques for on-device (mobile) and cloud-based inference
Data Engineering: Build and maintain pipelines for cleaning, augmenting, and labeling high-quality datasets
Cross-Functional Integration: Integrate models into production-grade APIs and mobile SDKs, collaborating closely with product teams
Qualification
Required
3+ years of experience deploying ML models in production using Python and frameworks like PyTorch or TensorFlow
Proficiency in computer vision libraries (OpenCV), OCR technologies, and deep learning architectures for image/text recognition
Familiarity with cloud platforms (AWS, GCP, or Azure) and API development
Bachelor's or Master's in Computer Science, AI/ML, or a related field
Preferred
Experience with model quantization for mobile
Synthetic data generation
Background in liveness/anomaly detection
Company
Confero
Confero was founded to simplify the recruitment process for the Cyber Security industry.
2-10 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase