Machine Learning Engineer, Roofr
Europe and UK
All-in-one sales platform for roofers
Job no longer available
All-in-one sales platform for roofers
201-500 employees
Job no longer available
201-500 employees
Company mission
To be the trusted foundation for roofing professionals to build their success.
Role
Who you are
- 5-7 years of Machine Learning experience
- MS/PhD in Machine Learning, Computer Science, Mathematics or related field with specialization in Machine Learning and/or Computer Graphics
- Experience in image/video processing, computer vision, machine learning
- Strong experience working with RGB and Infrared, and DSM/DTM Satellite/Aerial imagery
- Strong experience working with CNNs, Fast RCNNs, Mask RCNNs, YOLO, ImageNets
- Proficient in Python, PyTorch, PySpark, OpenCV, OpenMLLab, Docker
- Experience with Cloud Infrastructure such as Google Cloud Platform, AWS, etc
- Experience deploying ML models in production
What the job involves
- Developing Machine Vision AI models for Semantic Segmentation, Anomaly Detection and Entity Classification for Satellite/Aerial imagery (DSM/RGB/etc)
- Researching, developing and deploying advanced algorithms for image processing as well as computer vision
- Working with Geospatial data such as Satellite imagery (RGB/DSM) and GeoJSON to build model pipelines
- Build ML and Computer Vision models to assist/automate manual annotation of detailed roof report drawing
- Experience training models on VMs, Google Kubernetes and Compute Engines
- Deploy models on cloud infrastructure and serve as APIs
- Implementing ML/AI solutions for consumption via API (web/mobile platforms) through collaboration with Software engineers
Our take
Roofing is one of those manual industries that’s been around forever, and can sometimes feel like it still exists in a completely pre-digital age. But Roofr’s on a mission to change that, with its software platform designed to modernize the industry.
One of its main selling points is that it offers roofers the ability to give instant estimates. It works with companies like Nearmap, whose low-altitude planes take high-resolution photos for mapping. This provides roofing companies with high-quality imagery of the roof to be able to give an estimate without a site visit - easier for the company and customer.
A few other start-ups are aiming to reinvent the roofing industry, but roofing is a $40 billion-a-year industry, so there's ample opportunity for growth. Roofr has raised substantial funding and already earned recognition in this sector, enabling it to strengthen its platform and continue to broaden its reach.
Steph
Company Specialist at Welcome to the Jungle
Insights
74% employee growth in 12 months
Company
Funding (last 2 of 5 rounds)
Oct 2023
$23.5m
SERIES A
Sep 2022
$12m
SERIES A
Total funding: $43.9m
Company benefits
- 1st week of employment is mandatory PTO! Start your journey with Roofr by decompressing and recharging - we will see you in week 2!
- 1 Friday off per month (we call those our laundry days!)
- Company wide paid shutdown for the week between Christmas and New Years
- Flexible time off
- Medical, dental and vision insurance premiums for employees and their dependents
- Generous Parental Leave policy
- We host 2 retreats per year and great team building activities
- Ample learning and development opportunities to continue growing your career
- Home office setup stipend
- Remote first culture
- Weekly Friday paydays!
Company HQ
Union Square, San Francisco, CA
Leadership
Richy Nelson
(CEO)Began their career as a Roofer, spending over 13 years at Guaranteed Roofing before becoming a Project Manager at Trudel and Sons Roofing.
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