MATLAB vs Python — which should I learn first for engineering jobs?
I'm a junior mechanical engineering student and everyone keeps telling me different things. My professor swears by matlab programming because it's what industry uses for control systems and signal processing. My roommate who's doing data science says Python has taken over and I'm wasting time.
From what I can see, a lot of aerospace and automotive companies still require MATLAB fluency — especially for simulation and hardware-in-the-loop testing. But Python seems more versatile for data pipelines. Is it worth getting certified in MATLAB before graduation, or should I split my time?
I started working through the MATLAB practice test material to get a feel for the exam topics. The coverage seems solid for matlab for engineers — covers numerical methods, matrix ops, and control flow. Wondering if the cert actually carries weight on a resume or if it's just a checkbox.
Learn both, but start with MATLAB if you're going into controls, robotics, or automotive. Companies like Ford, Bosch, and most aerospace contractors list it as a required skill, not a nice-to-have. Python is great for scripting and ML, but for model-based design you really need MATLAB and Simulink fluency. The certification gives you a concrete credential to put on your LinkedIn before you have work experience.
For anyone finding this thread later: the MATLAB is passable with consistent effort, even working full time. I studied 63 minutes a day for 13 weeks. The matlab practice test pdf kept me honest about where my gaps were instead of just drilling things I already knew.
Related Discussions
- Does the MATLAB certification cover Simulink or just programming?4 replies
- My 8-week CLC study schedule (free resources only)4 replies
- Just passed my CLC exam — here's what actually helped4 replies
- Best free resources for CLC prep in 2026 — compiled list3 replies
- Failed CLS by 3 points — what should I change?3 replies