Machine Learning Engineer, Leap Tools
AR visualisation platform
Be an early applicant
AR visualisation platform
101-200 employees
Be an early applicant
101-200 employees
Company mission
To revolutionize the retail experience and advance the frontiers of computer vision technology.
Role
Who you are
- You're driven by the potential of machine learning and AI in transforming the world
- You thrive on crafting intricate algorithms that power seamless, user-centric experiences
- Every pixel and every frame matter to you, and you're eager to pioneer solutions that will redefine how people redesign their spaces
- You have a passion for solving complex problems and working on products used by millions of people. You enjoy setting the bar high and clearing it
- You can lead by example, but you know when to step aside and let the team run with the ball
- Your technical knowledge is matched only by your passion to design, create, and succeed with others
- You want to build on your experience
- You are interested in making a big impact, but perhaps you are currently limited in your growth potential
- Your expertise in Machine Learning isn’t just about models and algorithms; it’s about driving tangible, user-centric solutions
- You are willing and able to tackle unsolved problems without supervision or much guidance after you collaborate with your team members on initial designs
- You are persistent, despite days, weeks, or even months of disappointing results, maintaining the same level of determination as on day one
- You have a strong foundation in computer science and are very comfortable coding in Python
- You have read papers on machine learning topics and implemented your own versions of the papers
- You're hands-on with data: from collection and cleaning to putting together evaluation sets
- Challenges? Bring them on. You thrive when you're pushing the boundaries of what Machine Learning can achieve
What the job involves
- Innovative Vision: Spearhead machine learning initiatives to instantly generate and visualize a vast array of home décor items, transforming browsers into personalized interior design studios
- Holistic Redecoration: Use state-of-the-art algorithms to offer users an all-encompassing redecoration experience, seamlessly integrating wallpaper, flooring, countertops, and a plethora of other home essentials
- Adaptive Product Rendering: Implement machine learning techniques to adapt and present décor products in real-time based on user preferences, room dimensions, and existing furnishings
- User-Centric Design: Work closely with interior design experts, UX/UI designers, and development teams to constantly refine models and enhance realism
- About our Stack:
- Mostly PyTorch, some Tensorflow, as well as our own in-house systems
- Python and Django
- GRPC
- Kubernetes on AWS
Application process
- Now: You upload your resume and complete a brief questionnaire
- Steps 1 and 2: Two rounds of technical assessment
- Step 3: Culture fit assessment
- Step 4: Final interview with leadership
- Step 5: You receive an offer
Our take
Leap Tools is an AR visualization platform that helps retail customers visualize the products they want to buy within their own homes. Using augmented reality, it purports to increase eCommerce conversion rates by five times and increase web transactions by 10%.
Through its visualization app Roomvo, Leap Tools is able to show what products - mainly homeware and furniture - will look like alongside people's other possessions. The idea is to turn potential customers to real customers because they don't have to rely on their imagination.
This simple solution solves a leading problem in eCommerce at a time when the majority of all shopping journeys begin, if not end, online. Leap Tools made its way onto Deloitte’s Fast 500 and Fast 50 for Canada in 2022, indicating a real interest in the product visualization software.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
21% employee growth in 12 months
Company
Company HQ
Yorkville, Toronto, ON
Leadership
Pawel Rajszel
(CEO)Also Co-Founder of Roomvo app.
Share this job
View 15 more jobs at Leap Tools