Analytic Learning Algorithm Research

plantingspace· Research
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🌍 Remote📍 RemoteFullTime

About this role

We're building a system that represents domain knowledge as modular probabilistic models — making analysis rigorous and transparent. Users can connect these models flexibly into larger structures. The system enforces consistency across them, and propagates uncertainty through each step. Our first applications are in finance and scientific research, with use cases ranging from equity valuation and distress monitoring, to particle physics.

We are looking for full-time researchers to contribute to the development and analysis of our learning algorithms. You will work on interesting theoretical problems with immediate applicability to implementation of our system.

Our team works fully remotely, and mostly within the CET timezone.

Useful experience

  • Development of mathematical analysis methods, for example: optimal transport, information geometry, continuous optimization methods

  • Analysis of probabilistic graphical models, including factor graphs

  • Implementation of tractable density estimators (normalising flows, autoregressive density models, probabilistic circuits)

  • Translation between equational reasoning and code implementation

  • Mathematics, Computer Science, or Statistics advanced degree (with PhD or equivalent research experience)

Responsibilities

  • Develop numerical-analytical models of learning in our system

  • Connect our research to existing literature

  • Prove properties of algorithms and design experiments to validate results empirically

  • Leverage the expertise of other team members effectively

  • Write clean and well documented code

  • Help other team members to deliver on their goals

On our website you can find more about our team and work culture, as well as example tasks that share some insight into the type of things team members are working on.


What we do: https://planting.space/ 

Ways of work: https://planting.space/org/ 

Team culture and example tasks: https://planting.space/joinus/ 

Frequently Asked Questions

Is the salary disclosed for the Analytic Learning Algorithm Research position at plantingspace?
The salary for this Analytic Learning Algorithm Research role at plantingspace is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Is the Analytic Learning Algorithm Research job at plantingspace remote?
Yes, this Analytic Learning Algorithm Research position at plantingspace is remote, with team members based in Remote. You can work from home or anywhere in the supported regions.
Is the Analytic Learning Algorithm Research role at plantingspace full-time or part-time?
This is listed as a FullTime position. It is posted as a Analytic Learning Algorithm Research role in the Research department at plantingspace.
Which team or department does the Analytic Learning Algorithm Research at plantingspace belong to?
This Analytic Learning Algorithm Research position is part of the Research department at plantingspace. See the full job description for more information about the team structure and responsibilities.
How do I apply for the Analytic Learning Algorithm Research position at plantingspace?
Click the "Apply Now" button on this page. You will be redirected to plantingspace's official application portal hosted on ashby where you can submit your application directly.
When was the Analytic Learning Algorithm Research job at plantingspace posted?
This Analytic Learning Algorithm Research position at plantingspace was posted on Mar 25, 2025. Apply as soon as possible — early applications are often reviewed first.
Analytic Learning Algorithm Research
plantingspace
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