Software Engineer, Algorithms
In a world where product size labels are unreliable, Volumental is the footwear industry's leading FitTech™ company, using 3D scans and an AI-powered recommendation layer to match everyone with the footwear that fit them best.
Our vision is “a world without sizes, where every body fits”. We’re building a world-class team across all disciplines in order to fulfill our ambition to change the way retailers, brands, and their shoppers solve the fit equation, both in-store and online.
With top brand and retail partners worldwide including, New Balance, Under Armour, Hoka, Bauer, Red Wing Shoes, The Athlete's Foot, Ecco, Fleet Feet, Intersport, and XXL, our footprint spans 3000+ stores across 52 countries, and growing!
What will you do :
At Volumental we have Software Engineers in Algorithm Development in multiple teams, working on building the machine learning and computer vision algorithms that drive our products. We love building products that are simple and intuitive and feel like magic to the end users, solving complex problems to do so.
Your team fit will be determined throughout the recruitment process so check out some of our teams with algorithm development needs:
Fit Engine Team
The Fit engine team is responsible for building and serving the machine learning models that can reason about how differently shaped feet fit in different shoes. The models infer shoe shape from foot shape and also consider how fit is influenced by other data modalities such as personal fit preference, insoles, materials, footwear categories, fitting processes etc. You will build modern scalable ML pipelines, designing, training and evaluating models following modern MLOps practices. You will also design and implement how to scalably serve the models to millions of users in an online environment.
Instore Scanning Team
The Instore team is solving accurate 3D measurement of feet using our in-house-designed devices. You will use geometrical computer vision, image detection and classification using classical and modern computer vision methods to solve this problem. In this environment we can control the hardware setup, making use of rgb cameras, depth cameras, camera positioning, illumination control etc.
Online Scanning Team
The Online team is solving accurate 3D measurement of feet (and later other body parts) using mobile devices. You will use geometrical computer vision, image detection and classification using classical and modern computer vision methods to solve this problem in a highly unconstrained environment while having more constraints on compute and hardware control
We are excited about you because You:
- Have a software engineering background.
- Have algorithm experience in one of the following fields
- Machine Learning
- Computer Vision
- Computer Graphics
- Classical algorithms (optimization, graphs, etc.)
- Have experience delivering products with algorithm-heavy components
Its a plus if you:
- Are experienced in C++ and python.
- Have experience in MLOps.
- Have experience in handling problems with larger datasets than can fit in one machine’s memory.
- Have experience in hosting ML-based services through a published API.
- Have a PhD in a relevant field.
- Have experience in relational databases.
By joining Volumental, you'll be an essential part of the greater whole — able to drive initiatives and steer development while at the same time collaborating with other subject matter experts on our team. We encourage a diversity of candidates to apply!
- Product & Technology
- Remote status
- Hybrid Remote
Perks & Benefits
Monthly budget for team activities 🎭
Awesome activities together 😎
Modern and international work environment 🌍
Flexible Public Holidays Policy 📆
Work Away From Office Policy 🏡
Flexible work hours 🕒
Occupational pension at ITP level 💎
Options Program 📈
Wellness allowance 🚴♂️
Sponsorship of Residence and Work Permit in Sweden 🌟
This Is Where The Future Is Being Made
We think there are a whole bunch of reasons why you'll want to work at Volumental. A popular one? Our office dogs team is growing and it is always up for cuddles. Another one is all the smart people – your future coworkers – who keep the lunch discussions and our #random Slack channel intriguing. A lot of people think it’s cool to join a scale up, but it’s also really hard. If you want to be part of building something from scratch (whether that’s customer service, user interfaces, or designing our most breathtaking product features), this is the place to make that lasting impression.
Volumental is a tech company helping millions of shoppers around the world find perfect fitting footwear. In less than five seconds, our 3D scanner and AI-powered recommendations guide shoe shoppers to find the right pair - every time. With customers across the world including New Balance, Bauer, Ecco, and XXL, we are on a mission to help 500 million shoe shoppers find perfect fitting footwear by 2025 both in-store and online.
Software Engineer, Algorithms
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