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Software Engineer: Python Simulation Modeling

sistemaFutura
UKRemotecontractVerifiedPosted 5 Mar 2025

About the role

This is a remote position.

At sistemaFutura, we combine simulation modeling and behavioral science to study and improve complex problems. We work on a range of issues, from gender-based violence to climate adaptation and financial inequality. Across each model, the concept is the same: we build empirically calibrated, theoretically guided models of a complex problem, which we then analyze for opportunities for meaningful improvement. We then work hand in hand with a range of stakeholders, especially in international development, to act on those opportunities: deploying them in real life, and rigorously measuring their impact.

For this role, a simulation background is ideal (especially agent-based modeling) but not required. For the right person, we'll teach you. You will need a background in software engineering either way, though.   sistemaFutura works through freelance Affiliates; this is a contract role.

Responsibilities

  • Design and build computational models of human systems, including: models of how people adapt to climate change, how they interact with the healthcare system, and how they respond to policies to encourage saving.
  • Develop a software architecture for executing and processing millions of runs of the simulation model runs.
  • Research and apply academic and practitioner literature about these systems.
  • Collaborate with experts to gain their feedback and advice on the model.
  • Analyze the models for opportunities for behavioral science interventions.
  • Develop and run unit and performance tests to ensure scalability and reliability.
  • Review and debug code.
  • Develop documentation, diagrams, charts, code comments, and clean code to explain and show solutions.


Requirements

We strongly believe that credentials are useful but less important than what a person can actually do. In our job application, we'll describe how to build a simple model, then ask you to build one (without the help of AI tools -- sorry).

That said, it can be useful to provide some benchmarks for candidates, so they'll know if they are likely to succeed. It would be helpful if you have: 
  • A degree in computer science or related disciplines (physics, operations research, and some economics cover this), or in social science program (e.g., political science) with a strong computational element.
  • Significant experience and training in structured programming (i.e. OOP): 3-7 years.
  • At least two years of practical experience in Python, since that is our preferred language.
  • Practical experience in software design and architecture: how to efficiently and clearly organize concepts across tens to hundreds of thousands of lines of code
  • Experience in scientific visualization.
  • Experience in agent-based modeling, system dynamics and other techniques, are also helpful. We use a hybrid approach.
  • Experience in computational optimization and with digital twins is very useful, but rare.
  • A strong interest in behavioral economics, behavioral science, and/or psychology.
  • Ability to adopt new technologies effectively and quickly.
  • Fluency in English is required; Spanish is a strong plus. 
But again, if you can get it done, none of those requirements matter.


What to expect:

We've worked in small and large firms, start-ups and established companies, and we are deliberate about the kind of work culture we want to build. Specifically, that culture is:

  • Motivated by our work and impact: At sistemaFutura, we care about impact and innovation, not egos or hierarchy. So you'll be a part of a highly motivated, nerdy team excited about developing new methodologies for the nascent field of behavioral systems and delivering social impact

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sistemaFutura

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