Remote Stochastic Growth & Population Physics Specialist

ixolabs.ai; France; Sur place; EUR 102 000 - 204 000; Plein temps

Résumé du poste

IXO is seeking specialists who can connect stochastic-process calculations to biological population behavior. This track examines growth-rate switching, division noise and long-run population growth.

Location is remote. Duties include modeling two-state switching, applying renewal theory, and developing perturbation expansions with thorough, reproducible analyses for scientific interpretation.

Qualifications

• Expertise in stochastic processes applied to biology.
• Experience with two-state Markov models and gamma waiting times.
• Strong command of Euler–Lotka analysis and perturbation theory.
• Ability to perform first-passage analysis and interpret results.

Responsabilités

• Model two-state switching processes and explain implications for populations.
• Use Euler–Lotka equations to assess growth rates under noise.
• Develop perturbation expansions in division-noise variance.
• Apply renewal theory and recording details for reproducibility.

Connaissances

Statistical physics

Biophysics

Quantitative modeling

Two-state Markov models

Gamma waiting times

Euler–Lotka

Perturbation methods

Renewal theory

First-passage

Description du poste

IXO is seeking specialists who can connect stochastic-process calculations to biological population behavior. This track examines growth-rate switching, division noise and long-run population growth.

Location is remote. Duties include modeling two-state switching, applying renewal theory, and developing perturbation expansions with thorough, reproducible analyses for scientific interpretation.