Python Insights

What is Python?

Python is a high-level, general-purpose programming language. Its design philosophy emphasizes code readability with the use of significant indentation. Python is dynamically typed and garbage-collected. It supports multiple programming paradigms, including structured (particularly procedural), object-oriented, and functional programming. It is often used for web development, data science, machine learning, scripting, and automation.

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What other technologies are related to Python?

Python Competitor Technologies

R

R is another programming language commonly used for statistical computing and data analysis, similar to Python in those domains.

mentioned alongside Python in 82% (480.6k) of relevant job posts

Perl

Perl is another scripting language that can be used for similar tasks as Python, such as system administration and web development.

mentioned alongside Python in 80% (178.3k) of relevant job posts

Go

Go is a programming language often used for backend development and systems programming, competing with Python in some areas.

mentioned alongside Python in 71% (186.9k) of relevant job posts

MATLAB

MATLAB is a numerical computing environment and programming language that competes with Python in scientific computing.

mentioned alongside Python in 59% (189.9k) of relevant job posts

Ruby

Ruby is a dynamic, general-purpose programming language. While Python and Ruby can be used together in certain scenarios, they often compete as web development frameworks.

mentioned alongside Python in 73% (150.6k) of relevant job posts

Scala

Scala is a general-purpose programming language that runs on the Java Virtual Machine (JVM). In data engineering and big data context, it might compete with Python.

mentioned alongside Python in 76% (133k) of relevant job posts

Python Complementary Technologies

SQL

SQL is a query language used for managing and querying databases. Python is often used to interact with SQL databases.

mentioned alongside Python in 39% (1.1M) of relevant job posts

AWS

Amazon Web Services is a cloud platform where Python applications can be deployed and run.

mentioned alongside Python in 40% (859.5k) of relevant job posts

Bash

Bash is a shell scripting language commonly used for automation tasks on Linux systems, and can be used in conjunction with Python scripts.

mentioned alongside Python in 83% (278.9k) of relevant job posts

Which job functions mention Python?

Job function

Jobs mentioning Python

Orgs mentioning Python

Engineering & R&D

Engineer

Software Engineer

Data, Analytics & Machine Learning

34% (611.5k) job posts

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7.8k organizations

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Data Scientist

76% (186.2k) job posts

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28.1k organizations

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80% of Generative AI projects involve Python

Microsoft

Principal Software Engineer

To develop a scalable cloud data warehouse that powers SQL analytics in Azure compute, utilizing technologies such as Azure Data Lake and Microsoft Fabric.

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JPMorgan Chase

CAO Intelligent Automation Program - Associate

To enhance operational efficiency by implementing intelligent automation technologies such as robotic process automation (RPA) and data transformation tools.

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Siemens

IT Solution Expert for SAP HCM Integration (m/f/d)

To integrate Workday with multiple SAP HCM systems using integration platforms like ShapeIn to streamline HR processes.

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Amazon

Applied Scientist, Q Developer Code Agent Science

Developing services that leverage generative AI and foundation models to improve the experience of developers using AWS tools and services.

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Walmart

(USA) Senior Manager, Automation Engineering - Data Engineer

To develop scalable data architectures and real-time data pipelines using technologies like Apache Airflow, Google Cloud Platform, and BigQuery to support AI/ML analytics.

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