AI/ML Engineer
Saltmine (company site, opens in a new tab)BengaluruHybridDirect career pageEst. 20–35 LPA
Posted on 9 Sept
Reach people at Saltmine
People at this company you can reach
Log in to see who works here
Create a free account or log in to see the people at Saltmine you could write to:
- Recruiters & HR
- People in this function
- Work addresses
Your match
Against your primary resume
Log in to see your match score
Create a free account or log in to unlock your CV match score across:
- Role fit
- Experience
- Industry relevance
Protocol Intelligence
How competitive this role is
Competition
Background fit
Strictness
Log in to see why each signal reads the way it does.
Job description
Structured overview of role & requirements
About This Role
- Design and develop a core layout engine for generating optimized 2D floor plans based on spatial and architectural constraints.
- Implement constraint-based systems and multi-objective optimization algorithms to balance adjacency, space efficiency, and daylight utilization for enterprise workspace layouts.
- Optimize performance to enable generation of multiple high-quality layouts efficiently, supporting near real-time feedback for large enterprise floor plates.
Minimum Requirements
- Proven experience in computational geometry, optimization algorithms, and graph theory applied to spatial layout or similar domains.
- Strong programming skills in Python preferred; C++ or Rust acceptable for performance-critical components.
- Experience with constraint solving and heuristic optimization techniques such as simulated annealing, genetic algorithms, or linear/integer programming.
- Work Experience Required: Not explicitly mentioned in the JD.
Ideal Candidate Profile
- Developer with a solid foundation in computer science focusing on algorithms and data structures for spatial and geometric modeling.
- Experience working at the intersection of computational geometry, optimization, and real-world architectural or workplace design constraints.
- Ability to translate complex real-world constraints into algorithmic solutions and build production-grade systems from scratch in a fast-paced, impact-driven environment.