SDE III - MLOps

Jumio is seeking a Software Development Engineer (SDE III) to join their MLOps team. This role is based in Bangalore and focuses on developing highly scalable and performant ML model serving infrastructure. The SDE III will design and implement robust solutions for model deployment, serving, and optimization, contributing to the company's mission of making the digital world safer.

Role Involves:

• Building and optimizing model serving infrastructure with a focus on inference latency and cost optimization
• Architecting efficient inference pipelines that balance latency, throughput, and cost across various acceleration options
• Developing monitoring and observability solutions for ML systems
• Collaborating with ML Engineers to establish best practices for optimized model deployment
• Implementing cost-efficient, enterprise-scale solutions
• Collaborating in a cross-functional, distributed team for continuous system improvement
• Evaluating and implementing new technologies and tools
• Contributing to architectural decisions for distributed ML systems

Requirements:

• 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

Role Offers:

• Opportunity to work for a market leader in the global identity verification space
• Dynamic, collaborative engineering team focused on innovation and technical excellence
• Work with passionate peers, modern tools, and a mission that matters