Physics Expert (Biophysics / Statistical Physics)

Imagine applying your profound understanding of the physical world to shape the very future of artificial intelligence. micro1 is on the lookout for brilliant Physics Experts, particularly those with a strong background in Biophysics or Statistical Physics, to dive into an exciting research project. This is a unique chance to lend your expertise, not to code AI, but to truly inform its learning processes with high-quality, real-world scientific input. Your insights will directly influence how intelligent systems develop their reasoning and performance capabilities.

Overview

We are seeking talented individuals for a contract opportunity to contribute to a groundbreaking research-level project. This initiative focuses on modeling complex biological phenomena like bacterial population growth, stochastic two-state growth-rate switching, and cell-size regulation noise. You will help us understand asymptotic population growth rates. Importantly, you do not need prior experience in AI. Your deep domain knowledge in physics is the crucial asset here. This is a fully remote, worldwide opportunity, offering flexibility and global impact. Depending on your specialization, seniority, and hands-on experience, you may be considered for roles such as a Solver, Auditor, or Adjudicator.

Key Responsibilities

Your work will involve applying your expertise to some fascinating challenges. You will:

Analyze and model stochastic two-state Markov processes, specifically those with gamma-distributed waiting times, within the context of bacterial population dynamics.
Apply the Euler-Lotka equation to rigorously assess and benchmark asymptotic population growth rates, considering various noise regimes.
Develop or review analytical approaches using perturbative methods.

Requirements

To thrive in this role, you should possess:

Demonstrable expertise in Biophysics or Statistical Physics.
A strong foundation in stochastic processes and their application.
Familiarity with the Euler-Lotka equation and its implications.
Experience with perturbative analytical methods.
A keen analytical mind and a passion for complex problem-solving.
The ability to work independently and contribute to a cutting-edge research environment.

What You'll Gain

Joining micro1 means you will:

Make a tangible impact on the development of next-generation AI systems.
Apply your specialized physics knowledge in an innovative and impactful way.
Enjoy the flexibility of a fully remote, worldwide contract position.
Become part of a forward-thinking project pushing the boundaries of scientific research.