Jobs in numerical simulations with a BSc in Physics?

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Discussion Overview

The discussion centers on career paths in numerical simulations for individuals with a BSc in Physics, particularly focusing on the application of numerical methods in various fields, including but not limited to physics. Participants explore potential job opportunities, necessary skills, and educational paths to enhance employability in this area.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Homework-related

Main Points Raised

  • One participant expresses enjoyment in numerical simulation work from their research project and seeks guidance on pursuing a similar career path.
  • Another participant outlines the components of numerical simulation work, including deriving numerical schemes, implementing them, and solving specific problems, suggesting that preferences in these areas could guide further study.
  • A participant indicates a preference for using existing implementations of numerical algorithms and suggests that self-study should be complemented with industry internships for practical experience.
  • Suggestions for job searches include looking into numerical and computational simulation roles in various fields such as weather forecasting, ocean currents, and machine learning.
  • One participant recommends exploring operations research jobs as a potential avenue for employment in numerical simulations.

Areas of Agreement / Disagreement

Participants generally agree on the importance of practical experience and self-study in numerical simulations. However, there are differing opinions on the best specific paths to take and the types of jobs to pursue, indicating that multiple competing views remain.

Contextual Notes

Some participants mention the importance of familiarity with specific programming languages and tools, such as MATLAB, but do not resolve the best approaches for gaining this knowledge or experience.

Who May Find This Useful

Individuals with a background in physics or related fields interested in pursuing careers in numerical simulations, as well as those seeking guidance on educational and experiential pathways in this area.

BearShark
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Just finished my Bs.c with a minor in CS. At the end of my degree I did a reserch project where I numerically solved a nonlinear PDE and enjoyed the numerical simulation work. What is the best path to do similar work in the industry? I don't mind simulating models from outside of physics, such as traffic flow.
 
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BearShark said:
At the end of my degree I did a reserch project where I numerically solved a nonlinear PDE and enjoyed the numerical simulation work.

What did this amount to? It can include:
  1. Deriving a numerical scheme and proving its convergence and stability.
  2. Implementing this scheme in a programming language.
  3. Using the implementation to solve specific problems
All three components are valuable and ideally all three interact in a joint work, but you may have a preference for one or the other. For example, if enjoy 1. then my advice might include further study of numerical mathematics, but if you prefer 3. then it might include further study and (industry) experience in specific application domain(s).
 
I'd say I enjoy the latter. Would self studying include independent self studying outside of academia?
 
BearShark said:
I'd say I enjoy the latter. Would self studying include independent self studying outside of academia?

Yes, I would certainly say so, but it may be best if you complement this with an internship in industry in order to gain experience and contacts. The reason is that I understand you are mostly interested in using existing implementations of numerical algorithms to solve physical problems, so the challenge is in finding problems that are interesting and challenging rather than just expanding your knowledge.

I am more familiar with 1. and partially 2. rather than 3, so I think it would be nice to see what house-bot @jedishrfu has to say about your question.
 
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Your best bet is to just search on numerical and computational simulation jobs. Weather forecasting comes to mind as well as ocean currents or earthquake and volcano modeling.

Business forecasting and machine learning may incorporate methods of numerical simulations too.

So search using variations of numerical and computational too what comes up.

You could also check with your profs too as they will taught current and former students who now work in the field.

Look for jobs that require MATLAB experience too. H

Lastly as an aside, the Open Source Physics site has java based examples and code and a book on a wide variety if simulation techniques.
 
Looking through operations research jobs might also lead to something interesting.
 

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