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Senior Machine Learning Engineer - User Voice

Job Description

Join the team redefining how the world experiences design.

Hey, g'day, mabuhay, kia ora, 你好, hallo, vítejte!

Thanks for stopping by. We know job hunting can be a little time-consuming and you're probably keen to find out what's on offer, so we'll get straight to the point.

Where and how you can work

Our flagship campus is in Sydney. We also have a campus in Melbourne and co-working spaces in Brisbane, Perth and Adelaide. But you have a choice in where and how you work. That means if you want to do your thing in the office (if you're near one), at home or a bit of both, it's up to you.

What you’d be doing in this role

As Canva scales change continues to be part of our DNA. But we like to think that's all part of the fun. So this will give you the flavour of the type of things you'll be working on when you start, but this will likely evolve.

At the moment, in this role you will

  • Partner with our leadership on developing an AI/ML strategy and roadmap to improve the customer support experience.
  • Be accountable for the delivery of the primary identified opportunities in UV, partnering with product and engineering teams.
  • Lead the ML development of a natural language understanding/processing system that integrates seamlessly into the Canva Product.
  • Collaborate with MLEs across the organisation to tap into existing ML capabilities and/or work on cross-organisation problems and solutions.

You're probably a match if

  • You have more than 5 years of Industry experience in the machine learning/software engineering role with a Product/SaaS company.
  • You have experience with industry-level high scale Natural Language Systems.
  • You have experience building and deploying machine learning models, including a strong understanding of end-to-end machine learning pipelines and components.
  • You have strong coding proficiency in Python (note that interviews will be in Python).
  • You are familiar with several of the following: TensorFlow, PyTorch, scikit-learn, Langchain and Huggingface.
  • You have worked with RAG architectures and/or have a good understanding of its application.
  • You have a strong understanding of Computer Science/Engineering fundamentals and first principles covering system design, data structures, architecture, and design patterns.
  • You have ideally previously worked in Customer Support and/or Business Process automation role.
  • You have excellent collaboration and communication skills. You enjoy pairing with and mentoring other engineers.
  • You have a proven ability to set medium to long-term vision for the team in the AI space.


About User Voice

At Canva, we believe that supporting our users is a thrilling and intricate puzzle to solve. Our mission is to ensure that every user feels empowered and heard, especially when we're aiming to scale our user base to an incredible 1 billion users! That's where our User Voice super team comes in, acting as the vital link between our users and Canva's most valuable partners.

Our teams work hard to deliver an outstanding customer experience, including streamlined systems, optimised contact flows, and expert support specialists. We also provide tools like our Help Center, Assistant, and Chatbot to enable our users to help themselves. We’re making sure every user can instantly solve their issues or find answers to their questions.

About the team

We are revolutionising the way users interact with our platform! As a member of our team, you will have the opportunity to work on a cutting-edge natural language understanding system that seamlessly integrates into Canva, enabling users to find help easily.

We are proud to have recently released a milestone of our LLM-powered help system for customer support and we are the first conversational AI product at Canva!

We embrace a remote-friendly work environment, allowing you the flexibility to work from anywhere in Australia. With team members located in Australia, New Zealand, the Philippines and China, you will be joining a diverse and inclusive team that values collaboration and creativity.

The Machine Learning Engineering specialty delivers value to Canva’s users, by designing, building and maintaining complex production systems to apply statistics and machine learning at scale. We're building a highly personalised Canva;

  • Developing and productionising user modelling that directly drives product features and targeting messaging and marketing.
  • Making it easy for users to discover over 100M+ templates, photos, videos and elements;
  • Applying ML to label and transform a vast number and variety of images.
  • Leveraging our unique data to empower users to design.
  • Creating designs using Conversational Experiences.

We're looking to grow the team to continue to scale the impact of machine learning across Canva. You'll be joining a fast-moving cross-functional team, rapidly building and shipping machine learning-driven features to users and staff.

What's in it for you?

Achieving our crazy big goals motivates us to work hard - and we do - but you'll experience lots of moments of magic, connectivity and fun woven throughout life at Canva, too. We also offer 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:

  • Equity packages - we want our success to be yours too
  • Inclusive parental leave policy that supports all parents & carers
  • 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

Check out lifeatcanva.com for more info.

Other stuff to know

We make hiring decisions based on your experience, skills and passion, as well as how you can enhance Canva and our culture. When you apply, please tell us the pronouns you use and any reasonable adjustments you may need during the interview process.

We celebrate all types of skills and backgrounds at Canva so even if you don’t feel like your skills quite match what’s listed above - we still want to hear from you!

Please note that interviews are conducted virtually.

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Average salary estimate

$145000 / YEARLY (est.)
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$130000K
$160000K

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What You Should Know About Senior Machine Learning Engineer - User Voice, Canva

Join us at Canva as a Senior Machine Learning Engineer in User Voice, where you’ll have a unique opportunity to redefine design experiences for millions of users. Our Melbourne campus is just one of the vibrant locations you can choose to work from, as we embrace flexibility with options to work from home or in the office. In this exciting role, you will collaborate with leadership to develop an AI/ML strategy aimed at enhancing our customer support experience. As you lead the development of a natural language understanding and processing system, you'll work closely with product and engineering teams to deliver innovative solutions that seamlessly integrate into the Canva platform. Your expertise in building and deploying machine learning models, particularly high-scale Natural Language Systems, will be key in delivering impactful user experiences. With over five years of industry experience, you'll leverage your extensive coding skills in Python, along with your familiarity with tools like TensorFlow and PyTorch. As a member of our diverse User Voice super team, you will enjoy a culture of collaboration and mentorship as you help set the vision for AI initiatives at Canva. We believe that every interaction matters, and you will play a pivotal role in enhancing our user experiences on the journey to empowering a billion users. If you thrive on challenges and are passionate about leveraging ML for customer support solutions, we would love for you to join us and contribute to our mission in this dynamic role!

Frequently Asked Questions (FAQs) for Senior Machine Learning Engineer - User Voice Role at Canva
What are the primary responsibilities of a Senior Machine Learning Engineer at Canva?

As a Senior Machine Learning Engineer at Canva, you will be responsible for partnering with leadership to craft an AI/ML strategy, leading the development of natural language systems, and collaborating with product and engineering teams on key opportunities to improve user support experiences.

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What qualifications do I need to apply for the Senior Machine Learning Engineer position at Canva?

To be considered for the Senior Machine Learning Engineer role at Canva, you should have over five years of experience in machine learning or software engineering, particularly within a Product/SaaS company, and possess a strong proficiency in Python.

Join Rise to see the full answer
What coding languages and technologies are important for the Senior Machine Learning Engineer role at Canva?

In the Senior Machine Learning Engineer position at Canva, proficiency in Python is essential. Familiarity with tools such as TensorFlow, PyTorch, and scikit-learn, as well as understanding RAG architectures and natural language processing systems, will greatly benefit your application.

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How does the User Voice team contribute to Canva's mission?

The User Voice team at Canva plays a vital role in ensuring users feel empowered and heard. This team focuses on optimizing customer experience through innovative support systems and tools, thus contributing to Canva's mission of scaling to a billion users.

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Is the Senior Machine Learning Engineer position at Canva suitable for remote work?

Yes, the Senior Machine Learning Engineer role at Canva is designed to be flexible, allowing you to work remotely from anywhere in Australia or choose to be based in one of our lively campuses, which fosters a collaborative environment.

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Common Interview Questions for Senior Machine Learning Engineer - User Voice
Can you explain your experience with natural language processing systems?

When answering this question, focus on specific projects where you've built or improved NLP systems. Discuss the techniques and frameworks you used, the challenges you faced, and how your contributions led to measurable results.

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How do you approach the development of machine learning models?

In answering this, outline your typical workflow, from data preprocessing and feature selection to model training and evaluation. Mention tools or libraries you prefer, and discuss how you ensure models continue to perform well post-deployment.

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Describe a challenging problem you've solved as a machine learning engineer?

Offer a concise narrative of a specific problem, the steps you took to address it, and the ultimate impact of your solution. Highlight your problem-solving skills and how you utilized your technical expertise.

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What coding languages are you proficient in, and how do you apply them in your work?

Keep your answer focused on Python, given its importance for this role. Discuss specific libraries or algorithms you’ve implemented in your ML projects, showcasing your strong coding proficiency.

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How do you ensure effective collaboration with cross-functional teams?

Emphasize your communication skills and any tools you use to streamline collaboration. Provide examples of past experiences that demonstrate your ability to work effectively with product and engineering teams.

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Can you elaborate on your experience with machine learning deployment pipelines?

Detail the steps of your machine learning deployment process, including model versioning, monitoring, and maintenance. Explain how you handle model updates and performance tracking in a production environment.

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What is your understanding of RAG architectures in AI?

Discuss RAG architectures and their benefits in leveraging large language models for user-centric applications. Provide examples of how you've utilized them, if applicable.

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What motivates you to work in machine learning and AI?

Share your passion for technology and how it drives your desire to innovate and improve user experiences. Connect this motivation to Canva’s mission and vision.

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How do you approach mentoring junior engineers?

Discuss your mentoring philosophy and share specific experiences where you’ve guided others, fostering their development while collaborating on projects or problem-solving.

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What is your long-term vision for applying AI in customer support?

Articulate a thoughtful perspective on the future of AI in enhancing customer support experiences. Share insights on potential advancements and how you envision contributing to those developments at Canva.

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Canva is revolutionizing the design process around the world. The company provides a user-friendly online platform that enables anyone to produce stunning, professional designs - granting them easy access to the realm of visual communication.

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CULTURE VALUES
Inclusive & Diverse
Diversity of Opinions
Passion for Exploration
Dare to be Different
Empathetic
Growth & Learning
BENEFITS & PERKS
Paid Holidays
Medical Insurance
Equity
401K Matching
Learning & Development
Social Gatherings
Flex-Friendly
Maternity Leave
Paternity Leave
Sabbatical
DEPARTMENTS
SENIORITY LEVEL REQUIREMENT
TEAM SIZE
EMPLOYMENT TYPE
Full-time, hybrid
DATE POSTED
March 31, 2025

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