22 Oct
|
Jumio
|
Montreal
We’re looking for a Senior Machine Learning Engineer with solid 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. The final job level for this role will be determined following the interview process.What You’ll DoDesign and develop computer vision models and pipelines, contributing to biometrics use cases such as face detection, quality assessment, and recognitionCollaborate on benchmarking of models across datasets and operating conditionsTrain and optimize models using PyTorch, TensorFlow, and/or JAXContribute to end‑to‑end ML pipelines, from data ingestion to deployment. Help design automated pipelines (Airflow) for data ingestion and cleaning.Production Engineering: 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.What We’re Looking For5+ years of industry experience in Machine Learning with a focus on Computer Vision (image classification,
object detection, segmentation, image quality, generative models)Strong Computer Vision fundamentalsAwareness of algorithmic bias and willingness to learn domain‑specific fairness practicesStrong proficiency in Python (Pillow, OpenCV, PyTorch, etc); write clean, modular, production‑ready codeExperience designing or contributing to ML pipelines and familiarity with orchestration tools like AirflowExperience with GPU‑based training and deploying ML services on AWSNice to HaveResearch publications in top computer vision venues (CVPR, ICCV, ECCV)Familiarity with vector databases and ANN searchExperience with GANs or diffusion models for data augmentationMobile/Edge experience (CoreML, LiteRT, and/or TFLite)Familiarity with privacy, security, and compliance considerations in sensitive ML applicationsEqual OpportunitiesJumio is a collaboration of people with different ideas, strengths, interests and cultures. We welcome applications and colleagues from all backgrounds and of all statuses.#J-18808-Ljbffr
📌 Senior Machine Learning Engineer (Montreal)
🏢 Jumio
📍 Montreal