About Saltmine

Saltmine is building an AI-powered workplace strategy and capital projects platform for
enterprise real estate teams. We help global organizations move from business goals →
spatial programs → stack plans → test fits → execution in a seamless, data-driven
workflow.
Our platform combines:
● Workplace strategy
● Occupancy planning
● Capital project planning
● AI-driven automation
to enable faster, smarter, and more cost-productive real estate decisions.
We are now building a next-generation automated test-fitting engine that can generate
high-quality, architecturally valid layouts in minutes and we’re looking for a Spatial Algorithms
Engineer to help power this core capability.

Role Overview
As a Spatial Algorithms Engineer, you will design and build the core layout engine that
generates optimized floor plans based on spatial constraints, architectural rules, and business
requirements.
You will work at the intersection of:
● computational geometry
● optimization algorithms
● real-world workplace design





Your work will directly power Saltmine’s ability to automatically generate and evaluate
thousands of layout options for enterprise customers.

Key Responsibilities

1. Build Automated Test-Fit Engine
● Develop algorithms to generate 2D layouts within complex floor plates
● Solve for:
○ space allocation
○ corridor generation
○ adjacency constraints
○ geometric validity

2. Design Constraint-Based Systems
● Encode real-world rules into the system:
○ door placement
○ circulation access
○ daylight constraints
○ minimum room geometry
● Implement hard and soft constraint frameworks

3. Optimization & Layout Generation Systems
● Build multi-objective optimization systems to balance:
○ adjacency satisfaction
○ space efficiency
○ daylight utilization
○ constraint compliance
● Apply techniques like:
○ greedy algorithms
○ simulated annealing
○ genetic algorithms
○ constraint solvers

4. Geometry & Spatial Modeling Systems
● Work with:
○ polygons and floor plate bo

📌 AI/ML Engineer (Bengaluru)
🏢 Saltmine
📍 Bengaluru