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Principal Machine Learning Engineer (GenAI Products with Enterprise Knowledge)
Atlassian
remote
Singapore, Singapore
About this role
What You'll Do
- 🧠 Advance GenAI Products with Knowledge
- Design and build novel approaches for knowledge-grounded LLMs, embeddings, and multimodal modeling.
- Explore fine-tuning, post-training, and retrieval-augmented strategies to adapt foundation models to Atlassian’s data.
- Lead technical explorations that expand the frontier of what’s possible in applied generative modeling.
- ⚡ Prototype & Experiment Rapidly
- Drive POC experimentation, from agentic workflows to novel GenAI-powered assistants.
- Translate research ideas into fast, working prototypes that demonstrate user value.
- Define and implement evaluation methods (groundedness, hallucination detection, human-in-the-loop) to measure success.
- 🤝 Provide Technical Leadership
- Act as the technical anchor of a small tiger team, mentoring engineers and scientists.
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