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Machine Learning Engineer

Leap Tools16 days ago
Remote
Remote
Mid Level
full_time

Top Benefits

Remote-first work flexibility
Generous paid time off
Parental leave program

About the role

At Leap Tools, we are building the world's most advanced solutions for the interior décor industry. With customers in 80+ countries, our clientele includes Fortune 500 companies such as Home Depot, local retailers such as Alexanian's, and everything in between. We have been recognized as one of the fastest-growing tech companies by Deloitte for multiple years in a row, and we are looking for ambitious challenge-seekers to fuel our momentum and help us create an iconic global tech company.

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... (https://www.roomvo.com/rugdemo4r)

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

  • 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.

Requirements

  • 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.

About our culture

  • 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.

  • We value work-life balance by offering generous time off

  • 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 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

About Leap Tools

Software Development
51-200

Our proprietary AR visualization platform removes the guesswork of choosing the right product. Together, we are changing the way people buy online and in stores - we deliver the solution that gets people clicking!

Leap Tools is proud to work alongside global billion-dollar companies who trust us to supercharge their retail operations every day. Our partners, use our technology to enhance their consumer experience by giving consumers the ability to instantly see their vision come to life. By providing a more delightful and confident purchase decision for consumers, our partners experience a significant boost in sales cycle productivity including:

● 5x increase in e-commerce conversion rates ● 10% increase in overall website transactions ● Reductions up to 30 days or more for in-store sales

At Leap Tools we focus on tackling the most challenging machine vision problems to provide our customers the tools they need to allow their customers to have their imagination realized.

Check us out at www.leaptools.com and www.roomvo.com