Jumio is seeking a Staff/Senior Machine Learning Engineer with deep expertise in computer vision and biometrics to lead the design and scaling of face recognition systems in production. You will build and train models, own end-to-end ML pipelines on AWS, and mentor team members. The role requires 5+ years of ML experience with at least 3 years in biometrics or face analysis.
Responsibilities
Lead the design and development of computer vision systems for biometrics (face attributes, detection, quality, and recognition)
Conduct rigorous fairness analysis and benchmarking of biometric models across diverse datasets
Architect, train, and optimize models using PyTorch, TensorFlow, and/or JAX
Own and evolve end-to-end ML pipelines from data ingestion to deployment; design automated pipelines with Airflow
Optimize models for low-latency inference (quantization, distillation, TensorRT/ONNX) and manage deployment on AWS
Mentor ML engineers, conduct code/design reviews, and drive technical best practices
Requirements
5+ years of industry experience in Machine Learning, with at least 3 years dedicated to Biometrics or Face Analysis
Deep expertise in computer vision and biometrics, especially face recognition
Understanding of algorithmic bias in Computer Vision and practical experience measuring and mitigating disparate impact