Canva
Staff Machine Learning Engineer - Data Intelligence
About the job
Join Culture Amp on an exciting journey to revolutionize the world of work through AI! As a Staff-level job in the AI Platform team, you will play a vital role in building the infrastructure and governance that enables product teams to deliver AI-powered features safely and effectively. Collaboration and innovation are at the heart of our team, where everyone is encouraged to contribute ideas and drive architectural direction.
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
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Platform engineering fundamentals
Strong experience building and operating essential services.View fit
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Python expertise
Proven skills in Python and ML tooling.View fit
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Large-scale data systems
Deep experience with streaming, batch processing, and data lakes.View fit
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