About the Role
As a Senior Engineer on the AI & ML Platform team, you will play a pivotal role in developing and refining the core infrastructure that empowers all Atlassian software engineers, ML engineers, and data scientists to create, train, evaluate, deploy, and manage Machine Learning models and pipelines. You will collaborate closely with product teams to solve their specific challenges in building ML solutions, potentially involving data curation, LLM fine-tuning, or accessing proprietary LLMs. Your expertise will be instrumental in overcoming challenging problems and navigating complex infrastructure and architectural issues. This position offers the chance to lead projects from technical design to launch, partnering with various teams and internal stakeholders to achieve impactful results.
Responsibilities
- Collaborate with teammates to solve complex problems, from technical design to launch.
- Deliver cutting-edge solutions used by other Atlassian teams and products to build AI features reaching millions of customers.
- Deliver code reviews, documentation & bug fixes within a strong engineering culture.
- Partner across engineering teams to take on company-wide initiatives spanning multiple projects.
- Mentor junior members of the team.
Requirements
- 5+ years of experience in building Machine Learning and AI infra/platform/system.
- Comprehensive ML lifecycle expertise: proven experience developing, deploying, and maintaining end-to-end ML systems, from data engineering to model serving and monitoring.
- Large-scale system design: Extensive experience designing and building scalable, fault-tolerant, and high-performance distributed systems for machine learning.
- MLOps and automation: Deep experience implementing MLOps, CI/CD pipelines, and automation for continuous training, deployment, and monitoring of ML models.
Skills
- Python
- PyTorch
- TensorFlow
- JAX
- Go
- Java
- Scala
- AWS
- GCP
- Azure
- Spark
- Ray
- Dask
- Generative AI
- LLMs
- RAG systems
Work Type
- Office
- Home
- Combination of office and home
Experience Level
- Senior
Salary/Compensations
- Zone A: $180,000 - $235,000
- Zone B: $162,000 - $211,500
- Zone C: $149,400 - $195,050
Benefits
- Health and wellbeing resources
- Paid volunteer days
About the Company
- Atlassian's mission is to unleash the potential of every team.
- Atlassian develops collaborative products like Jira, Confluence, and Bitbucket.
- Atlassian helps teams everywhere change the world, powering revolutions across many industries.
- The Central AI Org is dedicated to driving AI innovation across all Atlassian products and platforms, aiming to deliver seamless AI experiences and establish a robust AI infrastructure.
- The AI & ML Platform Team's goal is to build the foundations to democratize AI and Machine Learning for Atlassian’s teams, customers, and ecosystem, empowering them with productive and reliable tools.
- Atlassian believes that the unique contributions of all Atlassians create their success.
- Identity verification (which may include use of biometric data) is a condition of employment with Atlassian for employment fraud purposes.
Equal Opportunity
- Atlassian never discriminates based on race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status.
- All information will be kept confidential according to EEO guidelines.
- Support with accommodations or adjustments at any stage of the recruitment process is available.
