AI Model Engineer contributing to foundational model advancements at Heidi. Focus on fine-tuning large-scale language models in an innovative healthtech startup.
Responsibilities
Own Model Fine-Tuning Cycles: Independently run end-to-end fine-tuning experiments, from data curation and setup to analysis and reporting.
Partner with product, medical knowledge and design teams to automate prompt engineering, build agentic AI, create model evaluation frameworks.
Build cutting-edge LLM features within Heidi using the latest tools and frameworks
Implement Advanced Techniques: Implement and adapt state-of-the-art algorithms from research papers to solve specific product challenges.
Deep-Dive Model Analysis: Conduct in-depth analysis of model behaviour, identifying failure modes and proposing data- or algorithm-based solutions.
Contribute to Core Infrastructure: Help build and improve the core training and experimentation infrastructure to increase research velocity.
Requirements
You have hands-on experience training and fine-tuning large-scale language models in a professional or advanced academic setting.
You can optimise AI features for accuracy, latency, scalability, and cost with AI agent design & fine-tuning.
You’ve shipped AI and LLM-powered features to real users in a production environment.
You have strong programming skills in Python and deep expertise with PyTorch or TensorFlow.
You possess a strong intuition for machine learning and can debug and solve challenging problems in a complex model codebase.
You have a strong background in statistics and a rigorous, data-driven approach to experimentation.
Benefits
Flexible hybrid working environment, with 3 days in the office.
A generous personal development budget of $500 per annum
Learn from some of the best engineers and creatives, joining a diverse team
Become an owner, with shares (equity) in the company, if Heidi wins, we all win
The rare chance to create a global impact as you immerse yourself in one of Australia’s leading healthtech startups
If you have an impact quickly, the opportunity to fast track your startup career!
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