Role Purpose : nnAt 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.nnRole Value : nnAs a Software Engineer (SDE III), you will drive the continuous improvement of the infrastructure and applications to manage the lifecycle of ML assets (data, models) to better developer experience and strengthen governance capabilities. Secondly, 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.nnResponsibilities : nn- Upgrade ML assets (models, data) management systems for better developer experience and robust governance capabilitiesnn- Build and optimize model serving infrastructure with a focus on inference latency and cost optimizationnn- Architect efficient inference pipelines that balance latency, throughput, and cost across various acceleration optionsnn- Implement cost-effective, enterprise-scale solutionsnn- Collaborate in a cross-functional, distributed team for continuous system improvementnn- Work with MLEs, QA Engineers, and DevOps Engineersnn- Evaluate and implement new technologies and toolsnn- Contribute to architectural decisions for distributed ML systemsnnExperience and Qualifications :



nn- 5+ years of experience in software engineering with Pythonnn- Experience with model lifecycle management (MLFlow, Weights u0026 Biases or equivalent)nn- Experience with data management ecosystem (quality, transformation, catalog)nn- Experience with ML frameworks, particularly PyTorchnn- Experience optimizing ML models with hardware acceleration (AWS Neuron, ONNX, TensorRT)nn- Proven experience building and operating AWS serverless architecturesnn- Deep understanding of event-driven processing patterns, SQS/SNS and serverless caching solutionsnn- Experience with containerization using Docker and orchestration toolsnn- Strong knowledge of RESTful API design and implementationnn- Proficiency in writing good quality u0026 secure code and be familiar with static code analysis toolsnn- Excellent analytical, conceptual and communication skills in spoken and written Englishnn- Experience applying Computer Science fundamentals in algorithm design, problem solving, and complexity analysisnnGreat to have : nn- Experience with model compilation and quantization, performance profiling and benchmarking ML inference systemsnn- Experience working in regulated industries with strict compliance requirements for cloud-native solutionsnnAbout Jumio : nnJumio is a B2B technology company dedicated to eradicating online identity fraud, money laundering and other financial crimes. We leverage AI, biometrics, machine learning, liveness detection and automation to create solutions that are trusted by leading brands worldwide.nnn (ref:hirist.tech) .

📌 Jumio - Software Development Engineer III - MLOps (India)
🏢 Jumio India
📍 India