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Competitive package: Salary, Options (we want you to take ownership) & awesome benefits (in fact, you will be part of defining the benefit package!)
Why work for REOR20
Floods are making headlines daily, posing a growing threat worldwide. Ready to join a fast-paced company at the forefront of flood intelligence? REOR20 is looking for dynamic individuals to be key players in our mission to help communities and decision makers manage flood risks in the era of climate change.
AI is the buzzword, but we’re taking it to the next level with physics-based AI. We’re gearing up to revolutionize the industry with our cutting-edge technology.
Join us and be part of the storm that shields against flood disasters!
About us
REOR20 is not just another flood modeling company; we are a deep tech firm developing technology that, until recently, seemed like science fiction. Our innovative approach offers unparalleled flood risk understanding, pushing the boundaries of what is possible.
We are pioneering the next generation of technology to deliver precise, timely flood hazard intelligence – something the industry has never seen before. Our groundbreaking approach merges high-fidelity computational engineering tools with innovative AI methodologies.
Our products are the essential tools needed to win the battle against global flooding and the climate crisis.
Our vision is clear: to become the global leader in flood hazard intelligence, setting the standard that others strive to meet. We are assembling our core engineering team to build and launch the first commercial-scale version of our product. Joining this team means engaging in a variety of tasks and taking on diverse responsibilities.
REOR20 champions an open, flexible, and inclusive culture. We pursue excellence, thrive in a fast-paced environment, and embrace the diverse challenges across all aspects of our company.
We offer excitement, fun, and a rewarding mission! Join us, and you’ll always be at the forefront, contributing to a future where our solutions save lives, protect properties, and create a safer, more resilient world.
The Position
Join our innovative and dynamic startup as a Machine Learning Engineer and play a pivotal role in the development of our groundbreaking flood prediction technology. You will lead and own the end-to-end design, implementation, and deployment of advanced deep learning models. Leveraging your expertise in Machine Learning and Software Engineering, you will create and extend robust and scalable pipelines that drive our data processing, model training, and deployment infrastructure. Your work will ensure the optimal performance and reliability of our cutting-edge flood prediction systems, helping to mitigate the impact of floods worldwide.
Key Responsibilities
* Design, develop, and implement state-of-the-art solutions along the entire model development life cycle, focusing on optimizing performance and scalability.
* Build and maintain the infrastructure for training and testing machine learning models, create and manage large datasets, and ensure robust and scalable data pipelines.
* Investigate and propose new tools and infrastructure to accelerate the development of our state-of-the-art flood models and to optimize all key steps of the model pipeline
* Collaborate with software engineers to deliver deployment ready models.
You should apply if you have
* Excellent coding skills with proficiency in Python and hands-on experience with deep learning frameworks (preferably PyTorch).
* Affinity for designing and optimize machine learning pipelines for scalability and performance
* Experience in large-scale data processing and cloud computing (e.g., AWS) is preferred
* Knowledge of MLOps best practices or large-scale model deployment is a plus
Seniority level
* Mid-Senior level
Employment type
* Full-time
Job function
* Engineering and Information Technology
Industries
* IT Services and IT Consulting
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