What is the future direction of algorithm engineer? What about after 35 years old?

With the growth of age, technical occupations are becoming more and more popular.

Introduction to Algorithm Engineering

(Usually, the monthly salary is above 15k, and the annual salary is above 18000, which is just a rough figure. The specific salary can be seen on recruitment websites such as Hook and Hunt Online. )

Algorithm engineer is currently a high-end and relatively scarce position;

Algorithm engineer includes

Audio/video algorithm engineer (commonly referred to as voice/video/graphics development engineer), image processing algorithm engineer, computer vision algorithm engineer, communication baseband algorithm engineer, signal algorithm engineer, RF/communication algorithm engineer, natural language algorithm engineer, data mining algorithm engineer, search algorithm engineer, control algorithm engineer (Yuntai algorithm engineer, flight control algorithm engineer, robot control algorithm), navigation algorithm engineer (

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Thanks for the supplement), all other industries that need complex algorithms.

Professional requirements: computer, electronics, communication, mathematics and other related majors;

Education requirements: bachelor degree or above, mostly master degree or above;

Language requirements: proficiency in English, basic understanding of foreign professional books and periodicals, and frequent reading of papers in this line;

Must master computer-related knowledge, skillfully use MATLAB and other simulation tools, and must know a programming language.

Algorithm engineer skill tree (there are great differences in different directions, and this is for reference only).

1 machine learning

2 Big data processing: Familiar with at least one distributed computing framework Hadoop/Spark/Storm/Map-Reduce/MPI.

3 data mining

A solid mathematical foundation.

At least familiar with C/C++ or Java, at least familiar with a programming language such as Java/Python/R.

Plus points: rich practical experience in the project (not the kind of water paper)

Two. General classification and technical requirements of algorithm engineering

(1) image algorithm/computer vision engineer

include

Image algorithm engineer, image processing engineer, audio/video processing algorithm engineer, computer vision engineer.

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Major: computer, mathematics, statistics or related major;

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Technical field: machine learning, pattern recognition.

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Technical requirements:

(1) Proficient in shader languages such as DirectX HLSL and OpenGL GLSL, and familiar with the GPU implementation and optimization of common image processing algorithms;

(2) Language: proficient in C/C++;