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 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. We welcome you to challenge us to impact our software development processes and tools.
Example Responsibilities:
- Upgrade ML assets (models, data) management systems for better developer experience and robust governance capabilities
- 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
- Implement cost-efficient, enterprise-scale solutions
- Collaborate in a cross-functional, 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 model lifecycle management (MLFlow, Weights & Biases or equivalent)
- Experience with data management ecosystem (quality, transformation, catalog)
- Experience with ML frameworks, particularly PyTorch
- Experience optimizing ML models with hardware acceleration (AWS Neuron , ONNX, TensorRT)
- 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
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 cloud-native solutions
Key Characteristics and Attitudes:
In a recent global survey these attributes were valued by Jumios in all locations and functions - we firmly believe in hiring for attitude as well as skill.
- Friendly and supportive
- Adaptable and flexible
- Articulate and persuasive
- High IQ and EQ
- Curious and coachable
- Commercially Aware
- Resilient and tenacious
- Big picture and the detail
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, we’re 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 Jumio’s application, recruitment, and hiring processes, as described in Jumio’s Applicant Privacy Notice. If you have any questions or comments, please send an email to [email protected].
Top Skills
What We Do
Jumio helps you know, then trust your customers online. From account opening to ongoing monitoring, the Jumio KYX Platform provides advanced identity proofing, risk assessment and compliance solutions to accurately establish, maintain and reassert trust. Leveraging advanced technology including automation, biometrics, AI/machine learning, liveness detection and no-code orchestration with hundreds of data sources, Jumio helps organizations fight fraud and financial crime, onboard good customers faster and meet regulatory compliance including KYC and AML. Jumio has processed more than 1 billion transactions spanning over 200 countries and territories from real-time web and mobile transactions. Based in Palo Alto, Jumio operates globally with offices in North America, Latin America, Europe, Asia Pacific and the Middle East and has been the recipient of numerous awards for innovation. Jumio is backed by Centana Growth Partners, Great Hill Partners and Millennium Technology Value Partners. For more information, please visit jumio.com.
Why Work With Us
Our IDEAL values of Integrity, Diversity, Empowerment, Accountability and Leading Innovation are the compass setting for our culture. Along with our clear and positive purpose of eliminating fraud our values help to bring together a hugely diverse and globally distributed team to work as #onejumio.
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