Machine Learning Engineer
Remote - Canada
Roofr
The complete online software for roofers. Roofr offers CRM tools, instant estimates, roof measurement reports, project-winning proposals, payments, invoicing, material ordering and more. Start for free with the best roofing software today!We’re growing quickly, and we’re looking for exceptional people to join us on this incredible journey.
We are obsessed with building the most trusted roofing platform in the world so our customers can power their growth with intelligence. Roofr is the all-in-one sales toolbox for roofers, including instant customizable aerial roof measurements with a drone, satellite, or blueprints imagery! In addition, our clients have the ability to immediately create visually stunning, robust and automated proposals that help create a great client experience leading to a higher close rate. Our future roadmap is clear and filled with exciting products such as payment processing, consumer financing, workflow automation, and more!
Our Mission is to ensure every family has access to protect their home with an affordable roof. We have an amazing culture, great founders, and strong financials. This is a great opportunity to be a part of an extraordinary start-up that is already successful, yet early enough to offer its team members significant growth, equity, and an opportunity to make an impact.
What You'll Get to Do:- 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
What You'll Bring to the Role:
- 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 we offer:
When you join our team, you’re not just accepting a job. You’re making a career move. Here’s how we’ll support you in doing some of the most impactful work of your career:
🏝️ Vacation/Paid Time Off:
- 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
🤝 Perks:
- We host 2 retreats per year and great team building activities
- Ample learning and development opportunities to continue growing your career
- Home office setup reimbursement
- Remote First with an office in Toronto for those days you feel like getting out of the house
- Weekly Friday paydays!
At Roofr, we celebrate individuality and uniqueness. Roofr is proud to be an equal opportunity employer. We are committed to building an organization that empowers inclusion and diversity. We encourage candidates and employees to be true to themselves and express all aspects of their identities. We believe that the convergence of fresh perspectives and experiences from all walks of life is what makes our product and culture so great. We do not discriminate against employees based on race, color, religion, sex, national origin, gender identity or expression, age, disability, pregnancy (including childbirth, breastfeeding, or related medical condition), genetic information, protected military or veteran status, sexual orientation, or any other characteristic protected by applicable federal, state or local laws.
IMPORTANT NOTICE: Our company takes the security and privacy of job applicants very seriously. We will never ask for payment, bank details, or personal financial information as part of the application process. All our legitimate job postings can be found on our official career site (https://boards.greenhouse.io/roofr). Please be cautious of job offers that come from non-company email addresses (@roofr.com), instant messaging platforms, or unsolicited calls.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs AWS Classification Computer Science Computer Vision Docker GCP Google Cloud Kubernetes Machine Learning Mathematics ML models OpenCV PhD Pipelines Privacy PySpark Python PyTorch Security YOLO
Perks/benefits: Career development Flex hours Flex vacation Health care Home office stipend Insurance Medical leave Parental leave Team events
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open Lead Data Analyst jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Manager jobs
- Open Data Engineer II jobs
- Open Principal Data Engineer jobs
- Open Power BI Developer jobs
- Open Sr Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Junior Data Scientist jobs
- Open Data Analytics Engineer jobs
- Open Product Data Analyst jobs
- Open Data Scientist II jobs
- Open Business Data Analyst jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Data Analyst Intern jobs
- Open Big Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Data Quality Analyst jobs
- Open Data Product Manager jobs
- Open Junior Data Engineer jobs
- Open Principal Data Scientist jobs
- Open Azure Data Engineer jobs
- Open GCP-related jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Data visualization-related jobs
- Open Finance-related jobs
- Open Deep Learning-related jobs
- Open PhD-related jobs
- Open APIs-related jobs
- Open TensorFlow-related jobs
- Open PyTorch-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open CI/CD-related jobs
- Open LLMs-related jobs
- Open Kubernetes-related jobs
- Open Generative AI-related jobs
- Open Data governance-related jobs
- Open Hadoop-related jobs
- Open Airflow-related jobs
- Open Docker-related jobs