Chief of AI

rabiakhatun

Artificial intelligence (AI) has become widespread in education, finance, healthcare, logistics, sales, and other areas of the economy. According to McKinsey, the use of AI-based solutions can trillion to the global economy annually.

The functionality of specialists at different levels in the field of AI varies

Juniors are usually involved in preparing data for training the neural model. For example, they create code to filter out “bad” data. They can write code to content writing service generate synthetic data, which will later be used to build the model. Middle and senior engineers are usually involved in training the model.

In the AI ​​industry, the requirements for developers are almost standard, since 90% of the system is still classic engineering. The remaining 10% of the requirements for data scientists and highly specialized professionals are flexibility, insight, and speed.

The specialist must be deeply immersed in the AI ​​industry in order to quickly track changes

For example, what models are entering the market, what problems they solve, what metrics they break through.

Inddition, the employee must have basic knowledge: how to prepare classical machine learning models and work with the main architecture that is used today to train AI models.

TECH LEADER SKILLS

An effective technical leader is a narrow-profile specialist. Of course, he or she must have universal knowledge of the operating system, computer networks, existing protocols and interaction levels in them. But when developing AI technologies, a rather specific expertise is needed.

With the development of neural networks, the functions of the tech lead have deepened

To unite a team and oversee the technical part of AI projects, he must understand mathematical models, develop machine learning models, work with frameworks and libraries, and solve computer vision problems.

However, if a person has worked for a long time, for example, in the cryptosphere, he may well gain specific skills in AI technologies in six months to a year and switch to this direction.

IT is a fairly flexible market segment, where the entry threshold between specific industries is not that high.