SDE III - MLOps

Role Purpose:

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 MLOpsTeam you will develop the blueprint for highly scalable and performant ML model serving.

Role Value:

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.

Example Responsibilities:

• Build and optimize model serving infrastructure with a focus on inference latency and cost optimization
• Architect efficient inference pipelines that balance latency throughput and cost across various acceleration options
• Develop monitoring and observability solutions for ML systems
• Collaborate with ML Engineers to establish best practices for optimized model deployment
• Implement costefficient enterprisescale solutions
• Collaborate in a crossfunctional distributed team for continuous system improvement
• Work with MLEs QA Engineers and DevOps Engineers
• Evaluate and implement new technologies and tools
• Contribute to architectural decisions for distributed ML systems

Experience and Qualifications:

• 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 hardwareaccelerated instances (Sagemaker Inferentia Trainium)
• Proven experience building and operating AWS serverless architectures
• Deep understanding of eventdriven 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

Great to have Experience and Qualifications:

• 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 cloudnative solutions

@Work:
This role is based out of our Bangalore office at Prestige Tech Park III. Youll be part of a dynamic collaborative engineering team focused on innovation and technical excellence. Expect to work with passionate peers modern tools and a mission that matters

Jumio Values:

IDEAL: Integrity Diversity Empowerment Accountability Leading Innovation

Equal Opportunities:

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.

About Jumio:

Jumio is a B2B technology company dedicated to eradicating online identity fraud money laundering and other financial crimes to help make the internet safer. We leverage AI biometrics machine learning liveness detection and automation to create solutions that are trusted by leading brands worldwide and respected by industry thought leaders.

Jumio is the leading provider of online identity verification eKYC and AML solutions. With a global footprint were expanding the team to meet strong client demand across a range of industries including Financial Services Travel Sharing Economy Fintech Gaming and others.

Applicant Data Privacy

We will only use your personal information in connection with Jumios application recruitment and hiring processes as described in Jumios Applicant Privacy Notice. If you have any questions or comments please send an email to .