Swapp is on a mission to redefine architectural planning by automating ground-up construction projects and renovation floor plan layout design. Using cutting edge algorithms and data-driven decision making Swapp partners with top real estate developers to maximize building efficiency and minimize construction costs.
As an Algorithm Researcher, you will develop algorithms that tackle challenges in procedural architecture such as optimal room placement, obstacle avoidance and multiple building generation and optimization. You will collaborate with Architects to translate planning best practices into algorithmic strategies in order to improve the quality of our generated plans.
The ideal candidate will be:
An excellent problem-solver with critical thinking skills;
Highly proficient in Python;
A PhD or MSc. in Mathematics, Computer Science, Statistics, Operations Research, Physics or Engineering from top universities;
Familiar with Non-convex Optimization and have hands-on experience with techniques like simulated annealing, linear programming etc.
Experience with 2D and 3D computational geometry is a big advantage.
Experience in Machine-Learning or other Data Mining technologies - advantageous.
Our algorithms span many disciplines so we realize you may not be familiar with all of them.
Therefore, you should be:
A highly independent team player: you can learn domain knowledge by asking the right questions and execute on your own;
Able to communicate your thoughts, ideas, code and conundrums to your colleagues.
We are looking for both full-time and part-time researchers. Working on your PhD? Talk to us!
Our offices are located in Tel Aviv, near Azrieli but currently most work will be done remotely.
Interested? Reach out to firstname.lastname@example.org