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Senior Machine Learning Engineer - Jumio
ML Engineer
Senior Machine Learning Engineer specializing in computer vision, designing and scaling end‑to‑end biometrics models on AWS using Python, PyTorch, TensorFlow, and JAX.
About the role
Key Responsibilities
- Design, develop, and deploy computer‑vision models for face detection, quality assessment, and recognition within a biometrics platform.
- Build and maintain end‑to‑end ML pipelines on AWS, handling data ingestion, training, validation, and inference serving.
- Benchmark model performance across diverse datasets and operating conditions, driving continuous improvement.
- Collaborate with cross‑functional teams to integrate ML solutions into product features and ensure scalability.
- Research and prototype emerging techniques (e.g., JAX, advanced augmentation) to keep the platform state‑of‑the‑art.
Requirements
- 5+ years of professional experience in machine learning, with a focus on computer vision.
- Proficiency in Python and deep‑learning frameworks such as PyTorch, TensorFlow, or JAX.
- Hands‑on experience deploying ML workloads on AWS (SageMaker, EC2, Lambda, etc.).
- Strong understanding of model optimization, quantization, and inference acceleration.
- Demonstrated ability to work independently, mentor junior engineers, and communicate complex concepts clearly.
Skills
pythonpytorchtensorflowawscomputer vision