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Senior Machine Learning Engineer - Evaluations (Design Generation)

SeniorFull-timeRemoteSydney NSW, AustraliaDataInformation technologySoftware engineeringPosted 1 month ago
View your fit0 of 9 criteria met

About the job

This job is about being the Design Generation Evaluation owner, where you'll build the infrastructure for quality monitoring across Design Generation. Your expertise in evaluation methodologies will empower teams to effectively assess their systems, ensuring high-quality outputs. Collaboration is key, as you will work closely with various teams to create a seamless evaluation ecosystem.

You'll be responsible for

🔍

Optimizing evaluation systems

Understand and optimize existing evaluation systems including LLM-as-Judge frameworks and visual quality models, analyzing their strengths and limitations.
⚙️

Designing automated evaluation pipelines

Design and implement automated evaluation pipelines that score generated designs at scale, balancing accuracy with computational cost.
🔗

Integrating evaluation systems

Integrate evaluation systems into continuous deployment pipelines, creating automated quality gates that catch regressions before production.

What we're looking for

🔍

Strong ML engineering fundamentals

Experience building and maintaining production ML systems at scale.

View fit

⚙️

Robust infrastructure development

Proven ability to build scalable infrastructure, not just models.

View fit

📊

SQL fluency

Ability to query and analyze large datasets effectively.

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Meet the team

About the company

View your fit

0 of 5 criteria met
Strong ML engineering fundamentals
Experience building and maintaining production ML systems at scale.

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Robust infrastructure development
Proven ability to build scalable infrastructure, not just models.

View

SQL fluency
Ability to query and analyze large datasets effectively.

View

Excellent collaboration skills
Experience working across teams to deliver solutions.

View

Experience with evaluation of Gen AI systems
Familiarity with evaluating systems that produce creative outputs.

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