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Machine Learning Team Lead

Leonardo.Ai seeks a Machine Learning Engineering Team Lead to drive and scale our AI infrastructure with empathy, collaboration, and impact.

At Leonardo.Ai, we are advancing our generative AI platform to empower millions, regardless of expertise, with intuitive tools for creating high-quality images and videos. Now part of the Canva family, we're ready to build a world-class R&D team that seamlessly integrates AI products, tools, and features, making creativity limitless for nearly a quarter of a billion users.

The Role

As a Machine Learning Engineering Team Lead, you will lead our MLOps efforts, leading a diverse and talented team while fostering an inclusive and supportive environment. You will be instrumental in bridging the gap between research and production, ensuring our AI models are deployed and optimised with excellence. Your leadership will shape best practices, nurture innovation, and drive impactful AI initiatives that elevate Leonardo’s AI capabilities.

What You'll Do

Empowering Leadership & Growth

  • Inspire, mentor, and develop a high-performing team of ML Engineers and MLOps specialists, cultivating an environment of trust and collaboration.

  • Drive continuous learning and professional growth through mentorship, knowledge-sharing, and structured development opportunities.

  • Lead empathetically, ensuring every team member is supported and empowered to do their best work.

  • Champion diversity of thought and inclusive decision-making, ensuring a broad range of perspectives contribute to innovation.

Strategic AI & MLOps Leadership

  • Define and implement best-in-class MLOps infrastructure and AI deployment strategies that are scalable, efficient, and adaptable.

  • Partner with research scientists, software engineers, and product teams to align AI strategies with user needs and business objectives.

  • Stay ahead of technological trends, guiding the team in adopting cutting-edge tools and methodologies.

Building Scalable & Responsible AI Systems

  • Design and maintain robust ML pipelines, covering data ingestion, model training, deployment, monitoring, and retraining.

  • Develop reusable frameworks to accelerate experimentation, ensuring smooth iteration and continuous improvement.

  • Integrate workflow automation tools, optimising for performance, sustainability, and long-term scalability.

Cloud & DevOps Integration

  • Oversee cloud infrastructure implementation and management, primarily on AWS, leveraging tools like Terraform for infrastructure automation.

  • Build robust CI/CD pipelines designed for seamless machine learning workflows, ensuring reliability and efficiency.

  • Champion responsible AI deployment, optimising resource allocation and managing cloud costs with transparency.

Data Engineering & Responsible AI

  • Develop scalable ETL pipelines to process and store large datasets efficiently, ensuring ethical AI practices in data handling.

  • Automate data ingestion and transformation workflows, maintaining integrity, security, and compliance.

  • Enhance data accessibility and usability for research and product teams, fostering collaborative AI development.

Model Deployment & Monitoring

  • Lead deployment of machine learning models with a focus on resilience, fairness, and real-world impact.

  • Implement monitoring solutions that proactively track model performance, detect drift, and enable responsible retraining.

  • Apply techniques such as model quantisation, distillation, and caching to enhance efficiency and sustainability.

Skills We Value

  • Proven experience leading and mentoring technical teams with a people-first approach.

  • Strong expertise in building and managing MLOps pipelines using frameworks such as Kubeflow or MLflow.

  • Proficiency in Python, with a commitment to writing clean, maintainable, and well-documented code.

  • Hands-on experience with AWS cloud services and infrastructure-as-code tools like Terraform.

  • Deep understanding of Docker, Kubernetes, and scalable container orchestration.

  • Knowledge of CI/CD principles, ensuring rapid and reliable machine learning model deployment.

  • Strong background in data engineering, including designing scalable ETL pipelines and working with SQL/NoSQL databases.

  • Familiarity with monitoring tools such as Prometheus, Grafana, or CloudWatch.

Nice-to-Have Skills

  • Experience with distributed computing frameworks such as Apache Spark, Dask, or Ray.

  • Understanding of network configurations and security best practices for AI deployments.

  • Hands-on experience with API integrations, model explainability, and performance optimisation techniques.

  • Passion for fostering an inclusive, innovative, and high-impact AI environment.

Join us at Leonardo.Ai and help shape the future of AI in a way that is not just powerful but also thoughtful, inclusive, and human-centred!

What's in it for you?

A range of benefits to set you up for every success in and outside of work. Here's a taste of what's on offer:

  • Impact the future of AI

  • Reward package including equity - we want our success to be yours too

  • Inclusive parental leave policy that supports all parents & carers with 18 weeks paid leave

  • An annual Vibe & Thrive allowance to support your wellbeing, social connection, office setup & more

  • Flexible leave options that empower you to be a force for good, take time to recharge and support you personally, including remote working abroad

  • Support with your professional development

  • Fun and engaging company events, both virtual and in-person

  • 20 days annual leave

  • Novated car leasing

We're committed to building a diverse, safe and inclusive environment where employees can be authentic and teams collaborate effectively to bring innovative ideas to life.

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Average salary estimate

$150000 / YEARLY (est.)
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$120000K
$180000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About Machine Learning Team Lead, Leonardo.Ai

Are you ready to take the lead in the exciting world of machine learning? At Leonardo.Ai in Sydney, we’re on the lookout for a passionate Machine Learning Team Lead who will play a pivotal role in advancing our generative AI platform. Our mission is simple yet impactful: to provide intuitive tools that enable millions of users to create stunning images and videos, regardless of their technical expertise. As part of the Canva family, we are set to develop a top-notch R&D team that bridges research with operational execution. In this role, you’ll lead a diverse group of ML Engineers and MLOps specialists, cultivating an environment of collaboration and growth. Your insights will steer best practices and bolster innovation, enhancing the AI capabilities at Leonardo.Ai. You’ll define and implement cutting-edge MLOps infrastructure, working alongside talented research scientists and product teams to align our efforts with user needs. Your leadership will not only enhance technical excellence but also champion diversity and inclusion within the team. If you have a knack for building responsible AI systems, managing cloud infrastructure, and mentoring others, then we want to hear from you. Join us in shaping the future of AI, where creativity knows no bounds!

Frequently Asked Questions (FAQs) for Machine Learning Team Lead Role at Leonardo.Ai
What are the primary responsibilities of a Machine Learning Team Lead at Leonardo.Ai?

As a Machine Learning Team Lead at Leonardo.Ai, your responsibilities encompass leading MLOps efforts, mentoring a talented team, and designing robust machine learning pipelines. You will foster an inclusive environment while ensuring that AI models are deployed efficiently. Strategic oversight for AI deployment, continuous learning opportunities, and maintaining ethical practices in AI development are also key duties in this dynamic role.

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What qualifications are needed for the Machine Learning Team Lead position at Leonardo.Ai?

To succeed as a Machine Learning Team Lead at Leonardo.Ai, you should have proven experience in leading technical teams in a people-first manner, alongside strong expertise in MLOps pipelines. A deep understanding of cloud services, particularly AWS, experience with tools like Terraform, and proficiency in Python are essential. Familiarity with container orchestration, data engineering, and CI/CD practices will also enhance your prospects for this role.

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What skills are valued in the Machine Learning Team Lead role at Leonardo.Ai?

At Leonardo.Ai, we value skills such as leadership, effective mentoring, and deep technical knowledge in constructing and managing MLOps pipelines. Proficiency in Python, hands-on experience with AWS and Terraform, and a solid grasp of CI/CD principles are crucial. Additionally, a strong background in data engineering, monitoring tools like Prometheus or Grafana, and a passion for responsible AI practices will set you apart as a candidate.

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How does the Machine Learning Team Lead contribute to AI initiatives at Leonardo.Ai?

The Machine Learning Team Lead at Leonardo.Ai significantly impacts AI initiatives by bridging the gap between research and production. You'll implement innovative AI deployment strategies and collaborate closely with various teams to ensure that user needs inform our developments. Your leadership will inspire innovation and establish best practices within the AI space, allowing the company to stay ahead of industry trends and maximize the effectiveness of our tools.

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What personal qualities are important for a Machine Learning Team Lead at Leonardo.Ai?

As a Machine Learning Team Lead at Leonardo.Ai, qualities such as empathy, collaboration, and a commitment to inclusive decision-making are essential. These traits help you to inspire and mentor your team, fostering a supportive working environment. A forward-thinking attitude combined with a passion for learning and adapting to new technologies is also vital for advancing our AI capabilities and creating impactful solutions.

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Common Interview Questions for Machine Learning Team Lead
Can you describe your experience in leading a machine learning team?

In answering this question, highlight your previous leadership roles, focusing on the size of the team, key projects, and your approach to mentoring team members. Discuss specific challenges you faced and how you fostered a collaborative environment that supported innovation and growth.

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What strategies do you use to ensure best practices in MLOps?

When discussing your strategies for MLOps, mention specific methodologies you've employed, such as agile practices, continuous integration, and deployment frameworks. Highlight the importance of automation in scaling operations and maintaining quality, as well as your approach to integrating feedback loops in the development cycle.

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How do you assess and optimize machine learning model performance?

A comprehensive response would involve detailing how you monitor model performance using specific metrics or tools. Discuss techniques like retraining, model quantization, and the use of monitoring solutions to detect drift. Emphasize your commitment to ethical AI practices in handling data and performance evaluation.

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Can you tell us how you approach cloud infrastructure management?

For this question, outline your hands-on experience with AWS and any IaaS tools like Terraform. Discuss how you build and manage CI/CD pipelines and emphasize the significance of resource optimization while maintaining performance, security, and compliance.

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What is your approach to fostering an inclusive team environment?

Share specific initiatives you've implemented to promote diversity and inclusion in your teams. Discuss how you champion a culture of respect and belonging, including hosting knowledge-sharing sessions, encouraging diverse perspectives in decision-making, and ensuring every team member has a voice.

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Describe a challenging project you managed in the realm of machine learning.

In your answer, narrate the project's context, the challenges faced, and your role in navigating those difficulties. Focus on collaboration with other teams, technical hurdles you addressed, and the outcomes that resulted from your leadership and management strategies.

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How do you stay updated with the latest trends in AI and machine learning?

Discuss your routine for professional development, such as attending conferences, subscribing to relevant journals, participating in online courses, and engaging with communities on platforms like GitHub or LinkedIn. Emphasize your proactive approach to incorporating new knowledge into your work.

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Can you explain your experience with data engineering in AI projects?

Detail your experience in creating scalable ETL pipelines, working with both SQL and NoSQL databases, and ensuring data integrity throughout the process. Highlight your commitment to ethical data practices and how you’ve enhanced data accessibility for research and product teams.

Join Rise to see the full answer
What role does mentorship play in your leadership style?

Articulate how mentorship is a cornerstone of your leadership philosophy. Share examples of how you have supported the growth of individual team members, implemented structured development opportunities, and the positive impact mentorship has had on team performance.

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How do you handle disagreements within your team?

In response, outline your approach to conflict resolution, emphasizing open communication, active listening, and facilitating discussions that prioritize respect and understanding. Discuss any specific processes or frameworks you implement to navigate disagreements effectively and maintain team harmony.

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DATE POSTED
February 17, 2025

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