- Content Understanding and Tagging: Develop and refine machine learning models to enhance understanding of our >130M elements and templates. As well as developing accurate and scalable tagging methodologies for all our content types (including style, semantic, and locale-specific tagging), you'll also work on ML generated metadata to fuel our Magic products, including object detection, saliency prediction, segmentation, description generation, and many more.
- Data-Driven Content Strategy: Analyse and preprocess data to gain insights into the volume and quality of our content library. Drive decisions to improve content strategy, relevance and user experience, particularly in LOTE (Languages Other Than English) markets.
- Content Enrichment Ecosystem Development: Contribute to the creation of a content enrichment ecosystem that integrates (semi-)automated processes for content production. Focus on improving metadata quality, search effectiveness, and enriching AI training datasets.
- Human-in-the-Loop ML Training: Build and maintain end-to-end human-in-the-loop machine learning processes. Ensure continuous and effective development of ML models, maximising the use of enriched content.
- Cross-Team Collaboration: Work closely with data specialists, software engineers, and product owners across Canva to identify business and growth opportunities. Share knowledge and collaborate to avoid duplication of efforts in content enrichment.
- Quality Assessment and Scalability: Continuously measure and improve label quality to enhance precision and recall our enriched data. Focus on improving the scalability, speed, and performance of existing models to support high-quality training data for all ML teams at Canva.
- Effective Communication: Clearly articulate statistical analysis, modelling, experiments, and results to both technical and non-technical audiences, ensuring alignment and understanding across teams.
- You have 5 years of industry experience in the machine learning /software engineering role with a Product/SaaS company, visual AI experience preferred.
- You are experienced in building and deploying machine learning models and have a strong understanding of end-to-end machine learning pipelines and components.
- You have great research skills with the ability to stay abreast of the latest developments in deep learning and AI. You are capable to translate cutting-edge research into practical solutions that enhance Canva's content library and user experience.
- Content-Centric Focus: you have a keen interest or prior experience in content-related machine learning projects, such as semantic tagging, content classification, and visual content understanding, is highly desirable.
- You are proficient in Python coding, interviews will be in Python.
- You are familiar with several of the following: PyTorch, Kubernetes, Docker, Solr/ElasticSearch, SQL.
- You have a solid understanding of Computer Science/Engineering fundamentals and first principles covering system design, data structures, architecture, and design patterns.
- You have a Bachelor's degree in Computer Engineering / Science or Mathematics.
- Provide the vast majority of training data for any ML teams at Canva
- Fuel and improve AI features across Canva
- Enable more powerful public and private search experience
- Provide 360 view of Canva's content library so we can make data-driven content strategy decisions
- 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 supports you personally
-
Machine Learning Engineer
3 days ago
REA Group Sydney, AustraliaJoin a growing machine learning and data science team · Sustainability - We are certified carbon neutral and committed to reducing our impact on the environment. · Charities – We have long-term partnerships with charities working to address homelessness. · We're REA · REA G ...
-
Machine Learning Engineer
5 days ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
-
Machine Learning Engineer
6 days ago
REA Group Sydney, Australia Full timeJoin a growing machine learning and data science team · Sustainability - We are certified carbon neutral and committed to reducing our impact on the environment. · Charities – We have long-term partnerships with charities working to address homelessness. · We're REA · REA Group ...
-
Machine Learning Engineer
3 days ago
Correlate Resources Sydney, Australia Full timeJoin a fantastic team within a challenging environment, having access to cutting edge technology and continue career development and growth. · REMOTE ROLES AUSTRALIA WIDE · HIGH PERFORMING MACHINE LEARNING TEAM · BOTH PERMANENT & CONTRACT ROLES AVAILABLE · Full Job Description ...
-
Machine Learning Engineer
5 days ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
-
Machine Learning Engineer
6 days ago
IMC Financial Markets Sydney, Australia Full timeJOB DESCRIPTION · You will work as part of an established and growing research team, and support in the productionisation of large/complex models for maximum trading impact. You'll closely collaborate with researchers, hardware and software engineers, and leverage your knowledge ...
-
Machine Learning Engineer
1 week ago
Mathspace Sydney, Australia Full timeMathspace is on a mission to change maths education, by helping students and teachers with smarter, interactive learning software. · We're an agile run, product-orientated company that focuses on delivering value through continual customer feedback, enabling students and teachers ...
-
Machine Learning Engineer
1 week ago
TikTok Sydney, AustraliaAbout the team · Be part of TikTok's groundbreaking Data Application Team within the Video Cloud Infrastructure division, where we empower our Live CDN and ultra-edge CDN service teams to revolutionize video on demand and video streaming through data-driven insights and cutting-e ...
-
Machine Learning Engineer
5 days ago
Mantel Group Pty Ltd Haymarket, Australia Full timeView and apply for current opportunities belowChanging how the world · works for thebetter.#J-18808-Ljbffr ...
-
Machine Learning Engineer
1 week ago
IMC Financial Markets Sydney, Australia Full timeJOB DESCRIPTION · You will work as part of an established and growing research team, and help to develop frameworks that will be used to train large models on a distributed cluster. You'll closely collaborate with researchers, platform and software engineers, and leverage your kn ...
-
Senior Machine Learning Engineer
5 days ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
-
Director, Machine Learning Engineering
5 days ago
Bain & Company Inc Sydney, Australia Full timeWHAT MAKES US A GREAT PLACE TO WORK · We are proud to be consistently recognized as one of the world's best places to work, a champion of diversity and a model of social responsibility. We are a Glassdoor Best Place to Work and we have maintained a spot in the top four since its ...
-
Senior Machine Learning Engineer
1 week ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
-
Graduate Machine Learning Engineer
3 days ago
Canva Sydney, Australia Full timeJoin the team redefining how the world experiences design. · Hey, g'day, mabuhay, kia ora, 你好, hallo, vítejte · Learning lots about graduate programs and they're all starting to sound the same? Good thing you're reading this. · Launchpad is for career starters looking to lay ...
-
Senior Machine Learning Engineer
6 days ago
Canva Sydney, Australia Full timeJoin 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. · W ...
-
Staff Machine Learning Engineer
1 week ago
Canva Sydney, Australia Full timeJoin 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. ...
-
Senior Machine Learning Engineer
6 days ago
Woolworths Group Limited Sydney, Australia Full timeSenior Machine Learning Engineer · Permanent role · Surry Hills based with WFH flexibility · Work on a wide range of high impact projects · About us · Woolworths Group is an Australian food and everyday needs retailer employing 1900,000 team members across Asia Pacific, serv ...
-
Senior Machine Learning Engineer
1 day ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
-
Senior Machine Learning Engineer
1 week ago
Rokt Sydney, Australia Full timeWe are Rokt, a hyper-growth ecommerce leader. We enable companies to unlock value by making each transaction relevant at the moment that matters most, when customers are buying. Together, Rokt's AI-based relevance Platform and scaled ecommerce Network powers billions of transacti ...
-
Machine Learning Engineering/Developer
5 days ago
Correlate Resources Sydney, Australia Full timeExciting opportunity for machine learning professionals to work on cutting edge projects · Opportunity to Work on cutting edge technology · Lucrative opportunity in an innovative Data Science environment · Machine Learning & Engineering · Machine Learning Engineer/Developer · ...
Senior Machine Learning Engineer - Sydney, Australia - Canva
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 choice in where and how you work, we trust our Canvanauts to choose the balance that empowers them and their team to achieve their goals.
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, this role is focused on:
You're probably a match if
About the team
Join the innovation powerhouse - Content Enrichment team at Canva Our vision is to build the world's most enriched content data source to unlock a world class content & AI user experience. We build models and human-in-the-loop workflows to enrich our content library so we impact Canva in four ways:
Finally, our crazy big goal is to build workflow to enable anyone at Canva to automatically generate, train and deploy classic ML models on top of our enriched content.
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:
Check out 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.