Technology peripherals
AI
Python continues to lead the 2023 programming language list! SQL wins first place in work requirements
Python continues to lead the 2023 programming language list! SQL wins first place in work requirements
With the rapid development of technology, programming languages have become an indispensable part of modern society:
Whether it is website development, mobile applications, artificial intelligence or embedded Systems, programming languages all play a key role.
Most of the current popular AI artificial intelligence is implemented through the Python language.
As the basic language of the AI technology framework, compared with other programming languages, Python can be dynamically compiled, which not only has high development efficiency, but can also build networks and process data.
Simple syntax and versatility in multiple scenarios have made Python the most popular programming language in recent years.
Similarly, SQL (Structured Query Language) is a programming language used to store and process information in a relational database.
SQL allows users to perform a variety of operations, including querying data, inserting, updating, deleting data, and defining and managing database structures.
Through SQL, users can easily interact with the database to achieve data storage, retrieval and maintenance. The SQL language has simple syntax and rich functionality, allowing developers to effectively manage large amounts of data.
Therefore, in this year’s 10th annual list of top programming languages released by IEEE Spectrum, Python and SQL ranked first in trends and jobs respectively, while Python ranked first Spectrum’s top list.
Interpretation of the rankings
Rankings in Spectrum reflect typical IEEE members’ interest in programming languages and needs.
Job categories show the programming language skills currently required for related jobs, and trends represent contemporary programming languages that are particularly popular or valued.
Python’s dominance among programming languages has strengthened largely at the expense of smaller, more specialized languages.
Python has become a "jack of all trades" programming language and excels in some areas.
For example, in the field of artificial intelligence: powerful and extensive libraries make Python ubiquitous.
While Moore's Law is waning in high-end computing, low-end microcontrollers are still benefiting from performance improvements, which means that it is now available on a 70-cent CPU. Sufficient computing power.
And Python has become a competitive choice in embedded development.
In the long run, Python’s position is also strengthening:
Now, many children and teenagers are using Python to write their Be the first to play or control the first LED.
This can help them seamlessly move into more advanced fields and even find jobs using the same programming language.
#But just mastering Python cannot fully meet professional needs.
In the "job" ranking on the list, SQL tops the list. This is because in today's distributed architecture, a large amount of business-critical data is stored in SQL databases.
If you want to do anything with this information, you must know how to obtain it.
But the irony is that pure SQL programmers have a hard time finding work. Employers like to see SQL skills combined with other languages like Java or C.
On the other hand, although Python has become the undoubted number one in the current trend in the rankings, programming is far from becoming a a single culture.
Java and various C-like languages combined have surpassed Python in popularity, especially in high-performance or resource-sensitive tasks.
Because Python’s interpreter overhead is too expensive (despite many attempts to make Python more competitive in this regard), and there are software ecosystems that are not easily integrated for other reasons into Python.
For example, the R language is a language used for statistical analysis and visualization that came to prominence a few years ago with the rise of big data.
Although the R language is powerful, it is not easy to learn. Its syntax is arcane, and functions are often performed on entire vectors, lists, and other high-level data structures.
Although there are Python libraries that can provide similar analysis and graphics functions, the R language is still very popular because of its specificity, which also makes R scripts difficult to port.
Given that a large amount of statistical analysis and academic research is based on the R language, this is a significant problem.
This situation is similar to Fortran. In Fortran, the value of existing verification code for physics simulations and other scientific calculations has always exceeded the costs associated with using one of the oldest programming languages in existence.
Even today, people can still find jobs as Fortran programmers. But the job may require a security clearance, as these jobs are primarily at U.S. federal defense or energy laboratories, such as Oak Ridge National Laboratory.
If you can't get a security clearance, but still like a programming language with a certain history, Cobol is another possible option.
This is for similar reasons as Fortran: because there are a large number of installed code bases that work well even when errors are costly.
Many large banks still need Cobol programmers, and in fact there are more fintech developer positions on the market looking for Cobol masters than positions in the currency space.
These old languages may also appear in some unexpected places. For example, Ladder Logic was originally created for industrial control applications and is usually associated with old-fashioned technology.
However, one of the most compelling new aerospace companies, Blue Origin, has posted jobs that require Ladder Logic skills.
This may be related to the cluster of ground equipment needed to fuel, power and test the booster and spacecraft.
It can be seen that although Python is the current mainstream programming, Java and C languages still have their own advantages, and some old languages are irreplaceable.
Different programming languages meet different needs, and maintaining diversity is crucial.
The above is the detailed content of Python continues to lead the 2023 programming language list! SQL wins first place in work requirements. For more information, please follow other related articles on the PHP Chinese website!
Hot AI Tools
Undresser.AI Undress
AI-powered app for creating realistic nude photos
AI Clothes Remover
Online AI tool for removing clothes from photos.
Undress AI Tool
Undress images for free
Clothoff.io
AI clothes remover
AI Hentai Generator
Generate AI Hentai for free.
Hot Article
Hot Tools
Notepad++7.3.1
Easy-to-use and free code editor
SublimeText3 Chinese version
Chinese version, very easy to use
Zend Studio 13.0.1
Powerful PHP integrated development environment
Dreamweaver CS6
Visual web development tools
SublimeText3 Mac version
God-level code editing software (SublimeText3)
Hot Topics
What are the types of return values of c language function? Summary of types of return values of c language function?
Apr 03, 2025 pm 11:18 PM
The return value types of C language function include int, float, double, char, void and pointer types. int is used to return integers, float and double are used to return floats, and char returns characters. void means that the function does not return any value. The pointer type returns the memory address, be careful to avoid memory leakage.结构体或联合体可返回多个相关数据。
CS-Week 3
Apr 04, 2025 am 06:06 AM
Algorithms are the set of instructions to solve problems, and their execution speed and memory usage vary. In programming, many algorithms are based on data search and sorting. This article will introduce several data retrieval and sorting algorithms. Linear search assumes that there is an array [20,500,10,5,100,1,50] and needs to find the number 50. The linear search algorithm checks each element in the array one by one until the target value is found or the complete array is traversed. The algorithm flowchart is as follows: The pseudo-code for linear search is as follows: Check each element: If the target value is found: Return true Return false C language implementation: #include#includeintmain(void){i
How to use C language function pointer to find the maximum value of a one-dimensional array
Apr 03, 2025 pm 11:45 PM
Flexible application of function pointers: use comparison functions to find the maximum value of an array. First, define the comparison function type CompareFunc, and then write the comparison function compareMax(a, b). The findMax function accepts array, array size, and comparison function parameters, and uses the comparison function to loop to compare array elements to find the maximum value. This method has strong code reusability, reflects the idea of higher-order programming, and is conducive to solving more complex problems.
What are c language function pointers and pointer functions? What's the difference?
Apr 03, 2025 pm 11:54 PM
A function pointer is a pointer to a function, and a pointer function is a function that returns a pointer. Function pointers point to functions, used to select and execute different functions; pointer functions return pointers to variables, arrays or other functions; when using function pointers, pay attention to parameter matching and checking pointer null values; when using pointer functions, pay attention to memory management and free dynamically allocated memory; understand the differences and characteristics of the two to avoid confusion and errors.
What are the formats of function definition in C language?
Apr 03, 2025 pm 11:51 PM
The key elements of C function definition include: return type (defining the value returned by the function), function name (following the naming specification and determining the scope), parameter list (defining the parameter type, quantity and order accepted by the function) and function body (implementing the logic of the function). It is crucial to clarify the meaning and subtle relationship of these elements, and can help developers avoid "pits" and write more efficient and elegant code.
What are the pointer parameters in the parentheses of the C language function?
Apr 03, 2025 pm 11:48 PM
The pointer parameters of C language function directly operate the memory area passed by the caller, including pointers to integers, strings, or structures. When using pointer parameters, you need to be careful to modify the memory pointed to by the pointer to avoid errors or memory problems. For double pointers to strings, modifying the pointer itself will lead to pointing to new strings, and memory management needs to be paid attention to. When handling pointer parameters to structures or arrays, you need to carefully check the pointer type and boundaries to avoid out-of-bounds access.
Integers in C: a little history
Apr 04, 2025 am 06:09 AM
Integers are the most basic data type in programming and can be regarded as the cornerstone of programming. The job of a programmer is to give these numbers meanings. No matter how complex the software is, it ultimately comes down to integer operations, because the processor only understands integers. To represent negative numbers, we introduced two's complement; to represent decimal numbers, we created scientific notation, so there are floating-point numbers. But in the final analysis, everything is still inseparable from 0 and 1. A brief history of integers In C, int is almost the default type. Although the compiler may issue a warning, in many cases you can still write code like this: main(void){return0;} From a technical point of view, this is equivalent to the following code: intmain(void){return0;}
What do nested calls and recursive calls of c language functions mean respectively?
Apr 03, 2025 pm 11:09 PM
C language function calls can be divided into nested calls and recursive calls. Nested calls refer to calling other functions within a function, nesting them layer by layer. Recursive calls refer to the function itself calling itself, which can be used to deal with self-similar structure problems. The key difference is that the functions in nested calls are called in sequence, with independent interaction scopes, while the functions in recursive calls are constantly called, so you need to pay attention to the recursive basis and stack overflow issues. Which calling method to choose depends on the specific requirements and performance requirements of the problem.
