Applied Machine Learning Researcher

JobgetherArtificial Intelligence

Based in AustraliaFull-TimeMiddle

Salary not disclosed

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Job Details

Strong experience in machine learning and modern language model technologies.
Hands-on experience fine-tuning, evaluating, or adapting large language models.
Advanced Python skills and the ability to work effectively with complex, real-world datasets.
Experience designing rigorous experiments and interpreting results to guide decisions.
Proven ability to build or improve AI model evaluation systems.
Strong analytical and debugging skills, with the ability to understand and improve model behavior.
Excellent written and verbal communication skills, with the ability to explain technical findings clearly.
A product-oriented approach focused on real-world performance, latency, reliability, and customer outcomes.

Research and improve the behavior of large language models for real-time voice interactions and customer workflows.
Design, execute, and analyze fine-tuning experiments involving datasets, training approaches, evaluation methods, and model strategies.
Build and maintain evaluation frameworks measuring quality, reliability, naturalness, workflow adherence, and task completion.
Analyze production conversations to identify model limitations, failure patterns, and opportunities for improvement.
Develop data strategies including data curation, labeling approaches, and synthetic data generation.
Compare different model architectures, prompts, training techniques, and datasets to optimize performance.
Investigate model regressions and clearly communicate the reasons behind improvements or declines.
Partner with engineering teams to safely deploy research advancements into production systems.
Contribute to model release standards, evaluation benchmarks, and quality criteria.

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