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Posted 21 hours ago
Senior Machine Learning Engineer
JumioSenior Machine Learning Engineer
Requirements
5+ years Machine Learning experience, Computer Vision expertise, Python proficiency, AWS experience, ML pipeline design
Skills
Computer VisionPythonPyTorchAWSTensorFlow
About the role
Responsibilities
- Design and develop computer vision models and pipelines for face detection, quality assessment, and recognition
- Collaborate on benchmarking models across datasets and operating conditions
- Train and optimize models using PyTorch, TensorFlow, or JAX
- Contribute to end-to-end ML pipelines and design automated data ingestion pipelines using Airflow
- Optimize models for low-latency inference using quantization, distillation, TensorRT, or ONNX
- Support deployment on AWS and mentor other ML engineers
Requirements
- 5+ years of industry experience in Machine Learning with a focus on Computer Vision
- Strong Computer Vision fundamentals (classification, detection, segmentation, etc.)
- Proficiency in Python and libraries such as Pillow, OpenCV, and PyTorch
- Experience designing ML pipelines and using orchestration tools like Airflow
- Experience with GPU-based training and deploying ML services on AWS
- Awareness of algorithmic bias and fairness in AI
Preferred Qualifications
- Research publications in top venues like CVPR, ICCV, or ECCV
- Familiarity with vector databases and ANN search
- Experience with GANs or diffusion models for synthetic data generation
- Mobile or edge deployment experience using CoreML, LiteRT, or TFLite
- Knowledge of privacy and security considerations in sensitive ML applications
About the Company
Jumio is a B2B technology company dedicated to eradicating online identity fraud, money laundering, and other financial crimes. As a leading provider of online identity verification, eKYC, and AML solutions, Jumio leverages AI and biometrics to create trusted solutions for brands worldwide.
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Jumio · Montreal
