At Atlassian, we’re on a mission to unleash the potential of every team. As part of that mission, we're investing deeply in Generative AI — pioneering advanced modeling and rapid innovations that accelerate how teams work, discover, and create.
We’re seeking a Principal Machine Learning Engineer (P60) to join our new GenAI Products & Innovation Forge in Singapore. This is a hands-on technical leadership role where you’ll push the boundaries of advanced GenAI Products with enterprise knowledge, rapid prototyping, and applied research—turning state-of-the-art techniques into high-impact innovations across Atlassian.
Working at Atlassian
Atlassians can choose where they work – whether in an office, from home, or a combination of the two. That way, Atlassians have more control over supporting their family, personal goals, and other priorities. We can hire people in any country where we have a legal entity.
🧠 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.
Influence design and implementation across retrievers, rankers, orchestration, and serving infrastructure.
Collaborate with product and platform teams to transition prototypes into scalable systems.
🚀 Shape Innovation Strategy
Contribute to the roadmap for the Forge as a global hub for advanced GenAI products and applied research.
Partner with peers across Rovo, Jira Search, Knowledge AI, and Platform to drive cross-team impact.
Champion responsible AI, groundedness, and data quality in all innovations.
✅ Experience
6+ years in ML/AI engineering, with deep expertise in LLMs, NLP, or search.
Proven track record of building and shipping ML-powered or GenAI-integrated products.
Hands-on experience with retrieval-augmented generation (RAG), embeddings, hybrid retrieval, or agentic workflows.
Strong background in scaling ML systems from prototype to production.
💡 Skills
Expert-level knowledge of GenAI ecosystems (OpenAI, Anthropic, Mistral, OSS) and fine-tuning/serving frameworks.
Deep technical skills across modeling, infrastructure, and orchestration (LangChain, LlamaIndex, vector DBs).
Strong prototyping ability, balancing speed with rigor in experimentation.
Ability to set technical direction and inspire peers with thought leadership.
📚 Education
Master’s or PhD in Computer Science, Machine Learning, or related field preferred—or equivalent industry experience.
Experience with multimodal models, knowledge graphs, or semantic embeddings.
Familiarity with evaluation metrics for search/GenAI (NDCG, groundedness, human preference modeling).
Contributions to open-source ML frameworks or GenAI research communities.
Passion for mentoring, fostering innovation, and shaping a new AI hub in Singapore.
Benefits & Perks
Atlassian offers a wide range of perks and benefits designed to support you, your family and to help you engage with your local community. Our offerings include health and wellbeing resources, paid volunteer days, and so much more. To learn more, visit go.atlassian.com/perksandbenefits
About Atlassian
At Atlassian, we're motivated by a common goal: to unleash the potential of every team. Our software products help teams all over the planet and our solutions are designed for all types of work. Team collaboration through our tools makes what may be impossible alone, possible together.
We believe that the unique contributions of all Atlassians create our success. To ensure that our products and culture continue to incorporate everyone's perspectives and experience, we never discriminate based on race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status. All your information will be kept confidential according to EEO guidelines.
To provide you the best experience, we can support with accommodations or adjustments at any stage of the recruitment process. Simply inform our Recruitment team during your conversation with them.
To learn more about our culture and hiring process, visit go.atlassian.com/crh
In line with local law, identity verification (which may include use of biometric data) is a condition of employment with Atlassian for employment fraud purposes.
Atlassian powers the collaboration that helps teams accomplish what would otherwise be impossible alone.
From space missions and motor racing to bugs in code and IT requests, no task is too large or too small with the right team, the right tools, and the right practices.
Over 300,000 global companies and 80% of the Fortune 500 rely on Atlassian’s software, like Jira, Confluence, Loom, and Trello, to help their teams work better together and deliver quality results on time.
With our 300,000+ customers and team of 10,000+ Atlassians, we are building the next generation of team collaboration and productivity software.
We believe the power of teams has the potential to change the world — one that is more open, authentic, and inclusive.
