Occupations with Numerical methods

Select and implement numerical methods for mathematical problems, assessing error, convergence and sensitivity to parameters.

High-performance computing developer

analytical

collaborative

indoor

Develops parallel computing software, distributing work across processors or accelerators while checking numerical accuracy, scaling behaviour and efficient use of available computing resources.

Mathematician

man to sign system

analytical

independent

Investigates mathematical patterns or builds models for problems in science and engineering. Tests assumptions, proves conclusions and explains when a result can be trusted.

AI research scientist

analytical

collaborative

indoor

Investigates new AI methods through computational experiments, testing what explains an observed result, whether it can be reproduced and where the approach fails.