It's another year of gold, three and silver four. Many people can't help asking themselves, is there really gold, three and silver four?
Although the "Gold, Three, Silver and Four" are nicknamed "Bronze, Three, Iron and Four" every year, this job hunting season is particularly disappointing. After three years affected by the epidemic, everyone is looking forward to the recovery of the market. But in the recruitment market, there is no sign of recovery.
"The HC that I saw at the end of last year disappeared when I came back after the Chinese New Year."
"Hundreds of greetings are made every day, 80% of which are unreadable, and the remaining 20% are sales."
"This year's recruitment requirements are even higher than last year, but the wages are lower than before."
……
But in fact, the treatment of algorithm engineers still maintains high salaries, and major companies such as Huawei, Ali, Byte, and Baidu are also continuing to reserve talents.
In the interview, the salary of a good algorithm can be as high as 30K, and that of a bad one may only be 13K. The algorithm is an important criterion for distinguishing between engineers and ordinary coders.
In fact, the algorithm is not only a must for school admissions, programmers who have worked for several years will go back and make up the algorithm, which is also very helpful for technical improvement. If you have a certain algorithm foundation, you can look at the source code and be familiar with the code of the company's bosses.
The minimum salary is above 3.5w, the highest salary can reach 6.5w+ , and the overall salary is at a relatively high level.
Especially for technical positions in the direction of algorithms, there is a shortage of talents.
The subtlety of the algorithm is that it can achieve "human level" modeling by virtue of efficient feature extraction from massive data.
For those who are engaged in front-end and back-end development or data development, algorithms will be exposed sooner or later, and they must be understood .
At present, there are still many innovation opportunities in the algorithm field. As the "wheels" in the algorithm field become more and more abundant, the industry scene innovation of algorithms will usher in an explosive period.
As an up owner of the knowledge zone, one of the questions I often receive from many friends is "Do you have any learning materials about algorithms?"
For beginners, it is inefficient to read English materials directly, and it is estimated that they will not have the confidence to continue reading. At this time, it would be great to have an authoritative Chinese material.
It took our team several months to organize two resources for you to help you consolidate the basic skills of algorithm engineers.
Resource 1: "Framework that Algorithm Engineers Must Know and Know From 0 to 1" (Video\Code\PPT)
Producer of this material: Graduated from 985 Ph.D.--Xu Feng, an algorithm expert, now the leader of the algorithm group of BAT Dachang and the core interviewer of school recruitment and social recruitment.
This boss has won the first prize in the Kaggle competition with 1,100 participating teams. He is currently an algorithm expert of a BAT manufacturer . By improving the bidding algorithm, the company's net profit rate has increased by 100% .
Fortunately, I came into contact with this resource at that time, and I was able to be accompanied by such a master who is both academic and industrial, and completed the transition from school to the workplace.
After learning this material, you can be fully competent for algorithm work, and realize the entire supporting project of recommendation system modeling, algorithm selection, and algorithm application . Combining with the recommendation system technology stack, realize the construction of the recommendation system, the design of the user portrait and the construction of the feature center.
How to get the electronic version of pdf + supporting source code?
Scan the QR code below
If you are determined to deeply cultivate in the field of algorithms, then the knowledge of the underlying aspects of algorithms is absolutely insurmountable, and haste makes waste. Through actual combat, you can master various open source frameworks for algorithms.
Resource 2: A Chinese version of a well-reputed data algorithm book - "A New Solution to Algorithms", with a score of 9.4 on Douban, PDF and source code are ready!
Table of contents
This book is an introductory book in the true sense of the algorithm , and it analyzes the 0-1 principle of the algorithm and related technologies in a simple and simple way.Using Py3 in the book, try not to rely on external tools, starting from basic mathematical knowledge, leading readers to create a classic algorithm from scratch ,Make readers understand the power of algorithms step by step in the process.
All the above-related content has been packaged and summarized into a link to Baidu Cloud.
How to get the electronic version of pdf + supporting source code?
Scan the QR code below
Due to WeChat restrictions , the maximum number of people who can be added to an account per day is 100. If there are too many, it will be restricted. Hurry up and scan the QR code to get it, first come first served.