Algorithm Researcher & Data Scientist

The Mission

SWAPP.AI is revolutionizing the $10T Architecture, Engineering, and Construction (AEC) industry. Our platform automates complex architectural planning and documentation, radically slashing timelines, cutting costs, and unleashing designers to focus on creative, high-impact work.

Your Impact

Join a team solving bleeding-edge computational design challenges. You won't just analyze data; you'll build the core intelligence that redefines how buildings are conceived and constructed globally. Apply your mastery of algorithms and ML to tangible 2D/3D geometry, spatial planning, and architectural logic problems.

Your Playground

• Crack Complex Codes: Design and implement novel algorithms merging optimization and deep domain knowledge for intricate 2D/3D geometric and combinatorial challenges.
• Build & Deploy Intelligence: Engineer and scale robust ML solutions (from K-Means & PCA to GNNs & CNNs), ensuring production-grade performance and reliability.
• Own the Data Universe: Master end-to-end data lifecycle – architecting preprocessing pipelines, ensuring pristine quality, defining needs, and steering annotation efforts.
• Drive Real-World Integration: Partner directly with software engineers and architects to embed your models into live design workflows, delivering measurable results.

Your Profile

• Advanced Degree: MSc or PhD in CS, Data Science, Math, Operations Research,etc.
• Proven Algorithm & ML Expertise: Deep fluency in algorithm design, combinatorial optimization, classical ML, and deep learning.
• Core Fundamentals: Solid grasp of computational geometry, graph theory, and network algorithms.
• Tech Stack Mastery: Proficient in Python and core ML libraries (TensorFlow, PyTorch, scikit-learn, Pandas, NumPy, OpenCV).
• Production Savvy: Experience deploying, monitoring, and maintaining ML models.

Our algorithms span many disciplines so we realize you may not be familiar with all of them.

Therefore, you should be:

• Independent Team Player: You can learn domain knowledge by asking the right questions and execute on your own;
• Communicator: Able to communicate your thoughts, ideas and code to your colleagues.
• Builder Mindset: Skilled in software best practices, relentlessly curious, proactive, and driven by ownership and impact.

Why SWAPP.AI is Your Next Big Move

• Architect the Future: Your work will directly shape how buildings are designed worldwide.
• No Ego, All Impact: Join a culture that values creativity, autonomy, and getting things done.

This is a hybrid WFH+Onsite in TLV position. Ready to build something revolutionary?

If you're a top-tier talent ready to disrupt an industry, SWAPP.AI is waiting.

Let’s talk: [email protected]