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Atlassian

Builds software for team planning and knowledge

Principal Machine Learning Engineer

Applied Machine LearningPosted on Nov 5
Full-time

About the Job

Responsibilities

  • Drive complex decisions that impact the work of teams and change their technical direction over multiple quarters.
  • Regularly tackle the largest and most complex problems on the team, from technical design to launch.
  • Set the direction of systems and capabilities, balancing progress over perfection.
  • Determine plans of attack on large projects and solve complex architecture challenges.
  • Design, develop, and deploy production-grade machine learning models, including ranking, retrieval, and large language model-based systems, to optimize user experience and achieve business objectives.
  • Conduct experimentation and model evaluations, backing decisions with data.
  • Develop robust feature engineering practices to ingest, process, and serve features for offline training and online inference at scale.
  • Oversee end-to-end deployment of machine learning solutions into production, ensuring continuous evaluation, monitoring, and improvement.
  • Collaborate with product managers, designers, and engineering teams to integrate artificial intelligence and machine learning capabilities into products.
  • Partner across engineering teams on company-wide programs spanning multiple projects.
  • Communicate complex technical concepts to technical and non-technical stakeholders.
  • Mentor and guide junior and senior engineers, fostering innovation, collaboration, and continuous learning.
  • Share knowledge and expertise through mentoring and coaching beyond direct reports.
  • Contribute to programs of work that scale across the department.
  • Identify, solve, and bridge gaps and problems across teams using experience and expertise.
  • Collate and analyze key decision parameters, balancing speed, risk, and impact.
  • Limit ambiguity and risk by experimenting and prototyping.
  • Understand how contributions of multiple capabilities fit into larger products and platforms.

About the Company

Atlassian

Builds software for team planning and knowledge

Atlassian builds software that helps businesses and other organizations coordinate projects, document knowledge and manage technology services. Its Jira and Confluence applications give teams shared spaces for tracking tasks and keeping decisions, plans and reference material connected to work. Software developers also use its tools to manage code, while business and IT teams organize requests and automate routine workflows. Customers pay recurring subscriptions for hosted software or self-managed licenses, with pricing linked to users and selected service levels. Atlassian was founded in 2002 and has its headquarters in Sydney, New South Wales, Australia.

Company size
10,001+
Company stage
IPO
Headquarters
Sydney NSW, Australia
Founded
2002

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