Lead AI/ML strategy and architecture for Trust Engineering, mentoring engineers and ensuring compliance while building scalable ML platforms.
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. Interviews and onboarding are conducted virtually, a part of being a distributed-first company.
About Trust Engineering
Trust Engineering is Atlassian's centralized software engineering team within the Trust organization, delivering robust platforms and services for Security, Privacy, Product Abuse, and Governance, Risk, and Compliance (GRC). Our mission is to build customer trust through systems that describe, monitor, and accelerate Atlassian products. We provide services that enhance customer trust and confidence. We are at the forefront of building AI/ML capabilities for Trust and Security.
Your Future Team
You'll form a new team of passionate engineers dedicated to building and scaling AI/ML platforms and solutions that underpin Atlassian's security, privacy, anti-abuse, and compliance posture. Trust Engineering operates as a platform and enablement team, partnering closely with Security, Privacy, Product Abuse, and GRC stakeholders, and leading the charge on AI safety and responsible AI for enterprise environments.
What You'll Do
Your Background
On your first day, we'll expect you to have:
It's great, but not required, if you have:
Why Join Trust Engineering?
Compensation
At Atlassian, we strive to design equitable, explainable, and competitive compensation programs. To support this goal, the baseline of our range is higher than that of the typical market range, but in turn we expect to hire most candidates near this baseline. Base pay within the range is ultimately determined by a candidate's skills, expertise, or experience. In the United States, we have three geographic pay zones. For this role, our current base pay ranges for new hires in each zone are:
Zone A: $267,300 - $348,975
Zone B: $241,200 - $314,900
Zone C: $222,300 - $290,225
This role may also be eligible for benefits, bonuses, commissions, and equity.
Please visit go.atlassian.com/payzones for more information on which locations are included in each of our geographic pay zones. However, please confirm the zone for your specific location with your recruiter.
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 .
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. Interviews and onboarding are conducted virtually, a part of being a distributed-first company.
About Trust Engineering
Trust Engineering is Atlassian's centralized software engineering team within the Trust organization, delivering robust platforms and services for Security, Privacy, Product Abuse, and Governance, Risk, and Compliance (GRC). Our mission is to build customer trust through systems that describe, monitor, and accelerate Atlassian products. We provide services that enhance customer trust and confidence. We are at the forefront of building AI/ML capabilities for Trust and Security.
Your Future Team
You'll form a new team of passionate engineers dedicated to building and scaling AI/ML platforms and solutions that underpin Atlassian's security, privacy, anti-abuse, and compliance posture. Trust Engineering operates as a platform and enablement team, partnering closely with Security, Privacy, Product Abuse, and GRC stakeholders, and leading the charge on AI safety and responsible AI for enterprise environments.
What You'll Do
- Lead AI/ML Strategy for Trust: Drive the development and implementation of advanced machine learning algorithms and AI systems for Trust, Security, Product Abuse, and Compliance use cases (e.g., threat detection, vulnerability management, privacy automation, AI safety).
- Architect and Scale ML Platforms: Design and build scalable, secure, and reliable ML infrastructure and pipelines, ensuring compliance with privacy and regulatory requirements.
- AI Safety and Responsible AI: Develop and champion AI safety practices, including output moderation, explainability, and alignment with evolving regulatory frameworks.
- Cross-Functional Collaboration: Partner with product, engineering, security, privacy, and analytics teams to deliver transformative AI/ML solutions that enhance Atlassian's trust posture.
- Mentorship and Leadership: Mentor and guide ML engineers and data scientists, fostering a culture of technical excellence, innovation, and continuous improvement.
- Innovation and Research: Stay at the forefront of AI/ML research, evaluating and applying the latest techniques (e.g., LLMs, anomaly detection, privacy-preserving ML) to real-world Trust challenges.
- Platform Enablement: Build reusable ML services and APIs that empower other teams to integrate AI/ML into their products and workflows.
- Operational Excellence: Ensure high availability, reliability, and security of all ML-powered Trust platforms and services.
Your Background
On your first day, we'll expect you to have:
- Bachelor's, Master's, or PhD in Computer Science, Statistics, Mathematics, or a related field, or equivalent practical experience.
- 12+ years of industry experience in machine learning, data science, or AI, with a proven track record of delivering production-grade ML systems.
- Deep expertise in Python, Go, or Java, with the ability to write performant, production-quality code; familiarity with SQL, Spark, and cloud data environments (e.g., AWS, GCP, Databricks).
- Experience building and scaling ML models for business-critical applications, ideally in security, privacy, anti-abuse, or compliance domains.
- Strong communication skills, able to explain complex ML concepts to diverse audiences and influence stakeholders.
- Demonstrated ability to solve ambiguous, complex problems and drive projects from ideation to production.
- Agile development mindset, with a focus on iterative improvement and business impact.
It's great, but not required, if you have:
- Experience in AI safety, responsible AI, or regulatory compliance for ML systems.
- Background in privacy engineering, anti-abuse, security automation, or GRC platforms.
- Experience developing deep learning models, LLMs, or privacy-preserving ML techniques.
- Experience mentoring and growing high-performing ML teams.
Why Join Trust Engineering?
- Shape the future of AI/ML for security, privacy, product abuse, and compliance at Atlassian.
- Work on high-impact, high-visibility projects that directly enhance customer trust.
- Collaborate with world-class engineers and leaders in a mission-driven, inclusive environment.
Compensation
At Atlassian, we strive to design equitable, explainable, and competitive compensation programs. To support this goal, the baseline of our range is higher than that of the typical market range, but in turn we expect to hire most candidates near this baseline. Base pay within the range is ultimately determined by a candidate's skills, expertise, or experience. In the United States, we have three geographic pay zones. For this role, our current base pay ranges for new hires in each zone are:
Zone A: $267,300 - $348,975
Zone B: $241,200 - $314,900
Zone C: $222,300 - $290,225
This role may also be eligible for benefits, bonuses, commissions, and equity.
Please visit go.atlassian.com/payzones for more information on which locations are included in each of our geographic pay zones. However, please confirm the zone for your specific location with your recruiter.
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 .
Top Skills
AWS
Databricks
GCP
Go
Java
Python
Spark
SQL
Similar Jobs at Atlassian
Cloud • Information Technology • Productivity • Security • Software • App development • Automation
The Account Manager, Strategic role focuses on managing high-value customer relationships, driving revenue growth, and identifying expansion opportunities within enterprise accounts.
Top Skills:
ClariSalesforceTableau
Cloud • Information Technology • Productivity • Security • Software • App development • Automation
As a Systems Engineer, you will architect and manage security platforms, automate processes, and enhance the reliability of services, while responding to alerts and collaborating with internal and external stakeholders.
Top Skills:
AnsibleArgo WorkflowsAWSBambooBitbucket PipelinesDatadogDockerEc2ElkGithub ActionsGoIamKubernetesPackerPythonRdsS3SignalfxSplunkTerraformThird-Party Cybersecurity SolutionsUnix/LinuxVpc
Cloud • Information Technology • Productivity • Security • Software • App development • Automation
The Senior Sales Compensation Analyst will lead monthly compensation processing, analyze sales compensation plans, and utilize Anaplan for reporting, ensuring compliance and clear communication with sales teams.
Top Skills:
AnaplanExcelSQLTableau
What you need to know about the Los Angeles Tech Scene
Los Angeles is a global leader in entertainment, so it’s no surprise that many of the biggest players in streaming, digital media and game development call the city home. But the city boasts plenty of non-entertainment innovation as well, with tech companies spanning verticals like AI, fintech, e-commerce and biotech. With major universities like Caltech, UCLA, USC and the nearby UC Irvine, the city has a steady supply of top-flight tech and engineering talent — not counting the graduates flocking to Los Angeles from across the world to enjoy its beaches, culture and year-round temperate climate.
Key Facts About Los Angeles Tech
- Number of Tech Workers: 375,800; 5.5% of overall workforce (2024 CompTIA survey)
- Major Tech Employers: Snap, Netflix, SpaceX, Disney, Google
- Key Industries: Artificial intelligence, adtech, media, software, game development
- Funding Landscape: $11.6 billion in venture capital funding in 2024 (Pitchbook)
- Notable Investors: Strong Ventures, Fifth Wall, Upfront Ventures, Mucker Capital, Kittyhawk Ventures
- Research Centers and Universities: California Institute of Technology, UCLA, University of Southern California, UC Irvine, Pepperdine, California Institute for Immunology and Immunotherapy, Center for Quantum Science and Engineering