Mission

Build the simulation and model-learning engine at the centre of Constructor's quantum software. The work is numerics-heavy: differentiable simulation of physical systems, inference of model parameters from experimental data, and optimisation at scale. The role sits between physics and engineering and requires genuine depth in both.

Responsibilities

Pillar 1 Simulation Engine

Build and maintain high-performance simulation code for open and closed quantum systems.
Own the differentiable simulation and automatic differentiation layer.
Drive performance. This code runs inside optimisation loops and speed decides what is possible.
Maintain and extend the Julia core and its Python interface.

Success Metrics and KPIs: simulation accuracy against measurement, runtime performance, API stability.

Pillar 2 Model Learning and Optimisation

Implement parameter inference and model learning from experimental data.
Work on neural-network approaches to PDE solving and equation discovery.
Benchmark against established academic tools and publish the comparison.

Success Metrics and KPIs: benchmark results, methods adopted by the research group, publications.

Pillar 3 Research Collaboration

Work with Constructor University faculty on joint research and grant applications.
Supervise graduate students and interns working on the engine.
Contribute to course material on numerical simulation and machine learning for physics.

Accountability: research collaborations initiated and sustained; students productive.

Requirements

Experience

PhD or equivalent in physics, applied mathematics or computational science.
Strong scientific computing in Julia, Python, JAX or comparable.
Real numerical depth: ODE solvers, optimisation, stochastic processes, automatic differentiation.
Published work, or code that others rely on.

Skills & Competencies

Able to take a method from a paper and make it fast, tested and usable.
Comfortable owning code quality, not only correctness.
Interest in supervising students alongside the engineering.
Clear technical writing.

Education & Languages

PhD in physics, applied mathematics or computational science.
Fluent English.

What This Role Is (and Is Not)

This role IS

A research-grade engineering role with a product at the end of it.
Central to the group's core technical asset.
A role with a route into teaching and supervision if you want it.

This role is NOT

A pure research position without delivery.
A general software engineering role.
A role where someone else owns the numerics.

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