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Back in the dark ages before Python truly conquered all, when numerical computation demanded something more than spreadsheets and Fortran, emerged MATLAB. It promised a unified environment for matrix-based calculations, simulation, and data analysis – a digital playground for engineers and scientists. Quite clever, really, though one does wonder if its initial appeal stemmed more from a desperate need for something than actual brilliance.

The reality? A powerful but often frustratingly expensive tool. While it can do almost anything you throw at it, achieving that 'almost anything' often requires mastering a peculiar syntax and accepting a licensing model that makes venture capitalists weep. Alternatives like Python with NumPy and SciPy have steadily eroded its dominance, offering comparable power with a significantly friendlier price tag and a far more vibrant open-source community. MATLAB still clings on in academia and established engineering firms, a testament to the inertia of legacy systems and the enduring appeal of a well-polished, if somewhat pricey, interface.

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data scientist

Quantitative UX Researcher, Search @ google

US | 2025-12-25 | USD 129000 - 185000 / year
Google seeks a Quantitative User Experience Researcher who will analyze user behavior through empirical methods like logs analysis, survey research, and regression analysis, with a focus on... read more »
Python, R, MATLAB, C++, Java, Go, PhD, Management, Computer Science, Data Science
data scientist

Summer Research Interns, Center for Computational Neuroscience @ simons-foundation

US | 2025-12-22 | USD 20 - 28 / hour
The CCN offers summer research internships for students in fields like physics, electrical engineering, applied math, and computer science. The program’s unique feature is its cross-disciplinary... read more »
AI/ML, Computer Science, Python, Matplotlib, NumPy, Git, MATLAB
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O'Reilly: Building AI Agents with Model Context Protocol (MCP)

Design and implement composable agent architectures using MCP. Understand the MCP architecture and how it enables AI applications to access external context. Build MCP servers that expose tools, resources, and prompts to LLMs.

data scientist

Associate Director Quantitative Data Modeling @ sanofi

US | 2025-12-22
Senior Associate Director in Sanofi’s Quantitative Pharmacology group, Morristown on-site three days a week, spanning population PK, PK/PD, exposure–response, and disease progression modeling,... read more »
Management, Data Modelling, Data Analytics, AI/ML, Data Science, R, Computer Science, MATLAB, SAS, Python, C, C++