[Hiring] Machine Learning Engineer @Leap Tools

Role Description

At Leap Tools, we are building the world's most advanced solutions for the interior décor industry. Our technology lets you preview products in your own room before you buy them. You can redesign your home and ensure that new tiles or rugs will look good in your space through our proprietary cutting-edge technology.

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.

Qualifications

• 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.

Requirements

• Mostly PyTorch, some Tensorflow, as well as our own in-house systems.
• Python and Django.
• gRPC.
• Kubernetes on AWS.

Benefits

• Remote-first company that encourages employees to work from where they're most productive.
• Tight-knit teams to cultivate an ownership mentality.
• Encouragement of curiosity and attention to detail.
• Work anywhere in the world for up to 3 months!
• Parental leave program.
• Work-from-home stipend.
• Your birthday (and our company's birthday) is a day off!

Company Description

Leap Tools is an equal opportunity employer committed to fostering an inclusive, equitable, and accessible environment. Accommodations are available on request for candidates taking part in all aspects of the interview process.