13 Aug
|
Socket.dev
|
Montreal
13 Aug
Socket.dev
Montreal
We're looking for a Senior Machine Learning Engineer with strong computer vision expertise to join our Biometrics team. You'll ramp up on the biometrics domain while contributing to the design, training, and scaling of our ML systems end-to-end on AWS. Design and develop computer vision models and pipelines, contributing to biometrics use cases such as face detection, quality assessment, and recognition Contribute to end-to-end ML pipelines, from data ingestion to deployment.
Help design automated pipelines (Airflow) for data ingestion and cleaning. Optimize models for low-latency inference (quantization, distillation, TensorRT/ONNX) and support deployment on AWS. Collaborate with and mentor ML engineers, and contribute to technical best practices across the Computer Vision team.
Experience: 5+ years of industry experience in Machine Learning with a focus on Computer Vision (e.g., image classification, object detection, segmentation, image quality, generative models) Strong Computer Vision fundamentals Solid proficiency in Python (Pillow, OpenCV, PyTorch, etc).
Experience designing or contributing to ML pipelines and familiarity with orchestration tools like Airflow Experience with GPU-based training and deploying ML services on AWS Research Publications in top computer vision venues (CVPR, ICCV, ECCV) Large Scale Search: Familiarity with vector databases and ANN search Synthetic Data: Experience with GANs or diffusion models for data augmentation Familiarity with privacy, security, and compliance considerations in sensitive ML applications Integrity, Diversity, Empowerment, Accountability, Leading Innovation Jumio is a B2B technology company dedicated to eradicating online identity fraud, money laundering and other financial crimes to help make the internet safer. We leverage AI, biometrics, machine learning, liveness detection and automation to create solutions that are trusted by leading brands worldwide and respected by industry thought leaders. Jumio is the leading provider of online identity verification, eKYC and AML solutions.
With a global footprint, we’re expanding the team to meet strong client demand across a range of industries including Financial Services, Travel, Sharing Economy, Fintech, Gaming, and others.
Applicant Data Privacy
We will only use your personal information in connection with Jumio’s application, recruitment, and hiring processes, as described in Jumio’s Applicant Privacy Notice.
📌 Machine Learning Engineer- Cloud Deployment (Remote) (Montreal)
🏢 Socket.dev
📍 Montreal