Who is deep learning engineer and Android Developer
Who is deep learning engineer
A neural network developer is a specialist who is engaged in the creation of artificial neural networks for various applied tasks.
History of the profession
The first attempt to formalize a neural network was made in 1943. Scientists Warren McCulloch and Walter Pitts have jointly written a paper on the logical calculus of human ideas and neural activity.
The creation of neural networks is extremely important for humanity. This is one of the key steps towards creating a full-fledged artificial intelligence. Therefore, today the profession of deep learning engineer is promising, in demand and well paid.
Features of the profession
Deep learning is a sub-field of machine learning, which implies the study of a number of methods for training artificial neural networks.
Machine and deep learning methods are widely used, ranging from prediction and natural language processing to computer vision.
Today, neural networks are actively penetrating not only business and IT, but also the daily life of mankind. With their help, it is possible to quickly process photos and videos in applications, search for people in different social networks by photo, and even imitate handwritten text.
This is only a small part of the tasks that can be solved using neural networks. At the same time, with their help, it is possible to successfully solve complex problems in economics, statistics, chemical and biological research.
The main advantages of this profession are considered to be its prestige, high level of earnings and the ability to know current trends in the field of IT technologies. Qualified specialists will never be left without work, and can apply for employment in many prestigious companies.
The deep learning engineer profession includes the following job responsibilities:
- development of neural network architecture for solving specific problems;
- training neural networks using pre-prepared examples;
- implementation of machine learning algorithms;
- data visualization;
- optimization of existing network models;
- search for the architecture of neural networks that best suits a specific task with its subsequent adaptation to given computers;
- study and analysis of the area for which it is necessary to create a neural network, taking into account the
- possible risks of introducing the latter in a particular area;
- development of software that accompanies the new neural network and supports it;
- programming advanced artificial intelligence systems based on machine learning.
Skills and knowledge
A deep learning engineer is a specialist who must know the basics of mathematics, mathematical analysis, mathematical statistics, and probability theory. You need to be fluent in the main programming languages to work with a large amount of information.
Additionally, one must be able to properly prepare data for subsequent research, learn how to restore missing values, perform scaling and encoding in order to successfully solve research problems.
Deep Learning engineer is a profession that requires higher education in IT or mathematics. You can improve your existing skills by completing specialized courses. The study of specialized literature allows you to gain new knowledge.
According to statistics, since the second half of 2016, the total percentage of purchased Android smartphones has reached 87%, ahead of the very popular iOS platform. At the same time, the number of intelligent Android developers is not increasing due to the lack of significant popularity of the industry.
Developing software products for devices is an exciting and cost-effective process, as most business companies are trying to release their own application for interacting with customers. Therefore, the profession of Android developer today is included in the list of profitable and promising.
Skills and knowledge
An Android developer is a specialist who must know the principles of OOP, know popular programming languages, have practical skills in working with Kotlin, View, ViewGroup Android SDK, Java Core, RxJava, Dagger ”, “Android Framework” and “REST”.
Experience with Google Play is important, the ability to find and fix errors in someone else’s code, monitor the target audience and make competent changes to the TOR if the customer is not a programmer and cannot correctly explain technical points, as well as knowledge of the principles of UI / UX design, Fundamentals of SQL and SQLite.
Prospects and career
Various firms, transport and outsourcing companies, online services, online stores that sell accessories, perfumes, clothes, etc. need the services of Android developers.
Beginners initially work as an intern or junior specialist. Having 2-3 years of experience in development allows you to reach the Middle level. The next step in the career is Senior Developer (experience from 5-6 years). In the future, a qualified specialist can be promoted to a technical director, head of development in a large corporation, or open his own IT company.