Canva
Staff Machine Learning Engineer - Data Intelligence
About the job
Join Culture Amp on an exciting journey to revolutionise the employee experience through AI. As part of the AI Platform team, you will play a crucial role in building the infrastructure that empowers product teams to deliver AI-powered features safely and effectively. Collaboration and innovation are at the heart of our work culture, where every team member is encouraged to contribute to shaping the future of work.
You'll be responsible for
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Designing and operating platform services
Designing and operating the platform services that power AI features across Culture Amp, including inference pipelines, embedding storage, and retrieval systems🔍
Building scalable vector search
Building a scalable approach to vector search across diverse categories of unstructured data (survey responses, performance feedback, company documents)📈
Driving MLOps and LLMOps practices
Driving MLOps and LLMOps practices across the organisation, including observability, cost management, and reliabilityWhat we're looking for
🔧
Platform engineering fundamentals
Strong experience building and operating dependable servicesView fit
🐍
Python expertise
Proven skills in Python and ML tooling for infrastructureView fit
📊
Large-scale data systems experience
Deep knowledge of streaming, batch processing, and data lakesView fit
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