Machine Learning EngineerLeap Tools • Toronto, ON, CA
Machine Learning Engineer
Leap Tools • Toronto, ON, CA
5 days ago
Job type
- Full-time
Job descriptionInnovative 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. 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. We\'re a remote-first company that encourages our employees to work from where they\'re most productive. We work in tight-knit teams to cultivate an ownership mentality. We cherish curiosity and an obsession for details because we know these details are invaluable over the long run. We\'re hyper-focused on our achievements and our ability to execute our promises. We act with urgency. Work anywhere in the world for up to 3 months! We value families, by offering a parental leave program We offer a work-from-home stipend Your birthday (and our company\'s birthday) is a day off!
About Our Product
Our technology lets you preview products in your own room before you buy them. Imagine you want to redesign your home and have been searching for new tiles for your kitchen, or a new rug for your living room. You definitely want to make sure it will look good in your space. We enable you to do that through our proprietary cutting-edge technology, presented in an extraordinarily simple and accessible way. Try our rug demo now! Simply upload a picture of your room using your mobile phone, and slide the rug under your coffee table : https : / / www.roomvo.com / rugdemo...
About You
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. Join us and you will work directly with our talented engineering team to push our product to new heights.
About Our Stack
- Mostly PyTorch, some Tensorflow, as well as our own in-house systems
- Python and Django
- gRPC
- Kubernetes on AWS
What You\'ll Do
Requirements
About Our Culture
About Our Hiring 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.
Take the Leap. Apply now.
Our demo, in case you missed it : https : / / www.roomvo.com / rugdemo4r
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Machine Learning Engineer • Toronto, ON, CA
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