Senior Cloud Research Scientist / Research Engineer – Optimization & Ising Systems
Prana Tree
5 - 10 years
Bengaluru
Posted: 09/04/2026
Job Description
Research Scientist / Research Engineer Optimization & Ising Systems
We are building new optimization algorithms inspired by physics and field-theoretic ideas, designed to work with Ising machines, quantum annealers, and classical solvers.
This role focuses on algorithm design and experimentation, not just using existing tools. Youll work on QUBO/Ising formulations, post-processing and refinement layers, and the interaction between algorithms and annealing-style hardware.
What youll work on
Designing and implementing physics-inspired optimization algorithms
Post-processing and refinement methods for Ising machines and annealers
Experimenting with energy landscapes, uncertainty, population statistics, and annealing dynamics
Benchmarking across classical simulators and specialized hardware
Writing research-quality code (Python and/or C++)
Background were looking for
You might come from:
Applied mathematics
Physics (theoretical, computational, or statistical)
Quantum computing / quantum information
Algorithms-heavy computer science
Strong intuition and problem-solving ability matter more than labels.
Required skills
Good mathematical foundation (linear algebra, probability, optimization)
Comfort with energy-based models (Ising, QUBO, loss landscapes)
Solid programming skills (Python and/or C++)
Ability to reason about algorithms beyond black-box usage
Nice to have
Experience with annealing methods, Monte Carlo techniques, or Ising models
Exposure to quantum annealers or Ising machines (hardware or simulators)
Research or R&D experience in optimization or computational physics
What this role is not
Not a gate-based quantum circuits role
Not an SDK-only run experiments role
Not purely academic theory
This is hands-on algorithmic research with real system
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