SDE III

<h3>📋 Description</h3> • At Jumio, you will work for one of the market leaders in the global identity verification space that is helping to make the digital world a safer place for everyone. • As a Software Development Engineer in the MLOps Team, you will develop the blueprint for highly scalable and performant ML model serving. • As a Software Engineer (SDE III), you will design and implement robust ML infrastructure for model deployment, serving, and optimization. • You will work on efficient CI/CD pipelines for ML models and leverage advanced compilers or hardware optimization to maximize inference performance while optimizing costs. • We welcome you to challenge us to impact our software development processes and tools. • Collaborate with ML Engineers to establish best practices for optimized model deployment. • Implement cost-efficient, enterprise-scale solutions. <h3>🎯 Requirements</h3> • 5+ years of experience in software engineering with Python • Experience with ML frameworks, particularly PyTorch • Experience optimizing ML models with hardware acceleration (AWS Neuron , ONNX, TensorRT) • Experience with AWS ML services and hardware-accelerated instances (Sagemaker, Inferentia, Trainium) • Proven experience building and operating AWS serverless architectures • Deep understanding of event-driven processing patterns, SQS/SNS and serverless caching solutions • Experience with containerization using Docker and orchestration tools • Strong knowledge of RESTful API design and implementation • Proficiency in writing good quality & secure code and be familiar with static code analysis tools • Excellent analytical, conceptual and communication skills in spoken and written English • Experience applying Computer Science fundamentals in algorithm design, problem solving, and complexity analysis • Experience with any of the following: model compilation and quantization, performance profiling and benchmarking ML inference systems • Experience working in regulated industries with strict compliance requirements for cloud-native solutions <h3>🏖️ Benefits</h3> • Jumio is a collaboration of people with different ideas, strengths, interests and cultures. We welcome applications and colleagues from all backgrounds and of all statuses. • Expect to work with passionate peers, modern tools, and a mission that matters.