Best AI developers
An artificial intelligence developer is a specialist who develops digital expert systems. By applying machine learning methods and building neural networks, he creates programs that can recognize and interpret different types of data (speech or images).
History of the profession
The profession of an artificial intelligence (AI) developer is becoming more and more in demand. The Data Science line of business is in the greatest demand compared to other profiles of the IT industry. The modern market is experiencing an urgent need for the services of qualified specialists who can develop and maintain artificial neural networks. This allows not only to automate many work processes, but also to identify hidden trends, make effective forecasts, and create a number of useful products and services.
Features of the profession
For the successful implementation of the task, a specialist must be able to find defects when testing artificial intelligence and quickly filter out incorrect decisions so that the AI functions more efficiently. Taking into account the specified specifics, it is customary to distinguish between Machine Learning and Deep Learning. The flowering of the above profession has not yet come, but today it is included in the list of those in demand. Specialists are engaged in speech recognition, images or handwriting input, the creation of virtual reality, the creation of artificial immune systems and other tasks in the field of medicine, they use AI in information protection, computer games, education and knowledge engineering.
Responsibilities
The duties of a specialist in the development of artificial intelligence include the following:
- analysis and processing of BigData;
- design of automated systems based on AI;
- development of software architecture;
- prototyping;
- writing and refactoring program code;
- binary classification and quality assessment of models;
- development and subsequent testing of demo models;
- analysis of robotic processes;
- training neural networks;
- research in the field of data science.
Skills and knowledge
An artificial intelligence developer is a specialist who is a confident PC user and knows the following:
- programming in Python;
- visualize various information, while creating visual infographics or dashboards;
- using neural networks to solve specific problems;
- work with software libraries “Keras” and “Tensorflow”;
- understand the principle of functioning of neural networks in terms of solving problems in computer vision and linguistics;
- work with databases (“MongoDB”, “PostgreSQL”, “SQLite3”) and libraries (“Matpotlib”, “NumPy”, “Pandas”).
Knowledge of English is mandatory so that a specialist can read technical information. If he knows all of it that he is the best ai developers for hire.
Prospects and Career
For a successful career and the opportunity to move up the career ladder, an artificial intelligence specialist must update his knowledge and systematically improve his qualifications. Employment is possible in a large domestic or foreign IT company or an organization that develops recognition systems and analyzes a large amount of data.
Important qualities
Necessary qualities that an AI developer must have:
- a responsible approach to performing duties;
- accuracy;
- punctuality;
- attentiveness;
- discipline;
- desire to learn new things;
- excellent memory;
- scrupulousness;
- sociability;
- working capacity;
- the ability to reasonably defend their point of view;
- stress tolerance.
