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At a time of the rise of artificial intelligence, AI developers are increasingly sought after by companies. Find out everything you need to know about this profession, the necessary skills, and how to acquire them through training!
In recent years, artificial intelligence has emerged as a major technological revolution reshaping the way we understand the world and solve complex problems.
Generative AI tools , like ChatGPT or Google Bard , have completely disrupted businesses and the field of art and culture.
In this context, companies are in demand for digital architectures equipped with the skills required to translate the abstract concepts of AI into concrete applications: AI developers!
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Back to basics: what is artificial intelligence?
Before looking into this booming profession, it is important to understand the origin of AI and its evolution . Far from being a simple fashion, this technology has its deep roots in the history of computing.
The concept was born in the middle of the 20th century, and has seen immense progress fueled by advances in computing, mathematics and calculation capabilities.
Early programs were just able to solve simple logic problems, but AI has grown with areas like Machine Learning and Deep Learning .
Little by little, the way machines interact with the world around them has been redefined.
Today, AI manifests itself in many forms from recommendation systems to self-driving cars to chatbots and image generators .
It has found its place in a wide variety of sectors and has notably revolutionized the industries of healthcare , finance , logistics and much more. So, in this context, what is the role of the AI developer?
What is an AI developer and what is their role?
A specialized software engineer, the AI developer focuses on the creation and deployment of AI systems and solutions . He can work on language processing algorithms, computer vision or even robotics.
Its missions include the collection and preprocessing of data , ensuring data quality : an imperative for the success of an AI project. Developers must collect, clean and preprocess the data so that it is representative and fit for purpose.
The next step is to train the model using the training data. The developer must monitor the process carefully and adjust parameters to optimize model performance.
Once the model has been trained, it must be evaluated on test data to ensure its robustness and its generalization to new situations.
To complete the development process, the AI model must be integrated into the existing infrastructure and deployed for practical use. This requires close collaboration with operational teams .
Over time, the professional constantly refines the AI algorithms for optimal performance. It is also necessary to follow the evolution of AI technologies and methods to stay up to date.
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What skills are required?
As an AI systems architect, the AI developer must possess a diverse technical skill set that builds their toolbox to solve a wide variety of problems.
He is proficient in programming languages like Python , R , and Java , providing essential flexibility and efficiency for developing machine learning and deep learning algorithms.
The expert must be familiar with both classic techniques and the latest advances in order to navigate this ever-changing landscape.
Since data is the fuel of AI, the developer must also be able to manipulate large amounts of information . Must have skills in Big Data processing, data cleaning and feature extraction. This is what allows it to guarantee the quality of the models.
Development frameworks also allow it to facilitate the construction, training and deployment of AI models .
This is not enough, however, as AI often faces complex and ill-defined problems. In order to solve them, the developer must combine logic, creativity and perseverance!
Salary: what salary can you expect as an AI developer?
The AI developer is generally highly paid , and the salaries offered by companies are expected to continue to grow over the coming years.
In France, according to Talent.com, the average salary exceeds 52,000 euros per year . For comparison, it reaches €60,000 in Germany according to GermanTechJobs and £55,000 in the United Kingdom according to DevIT.
Obviously, incomes are much higher in the United States, but the cost of living is not the same. According to sources such as Glassdoor or ZipRecruiter, a US AI developer can earn over $150,000 per year .
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A profession that involves challenges to overcome
The daily life of an AI developer is far from being a smooth river. Despite the many opportunities offered by this technology, this professional faces complex challenges throughout his professional journey .
Artificial intelligence tasks can be extremely complex, requiring an in-depth understanding of specific application areas. The expert must be willing to solve ill-defined problems and design innovative solutions.
Additionally, AI raises important ethical questions ranging from the transparency of algorithms to the fairness of models. It is the role of the developer to ensure that they create solutions that are fair, impartial and respectful of fundamental rights .
Conclusion: AI developer, the conductor of the era of artificial intelligence
With the growing ubiquity of artificial intelligence, the future for AI developers looks bright . These experts will be able to take advantage of numerous career opportunities and enjoy ever-increasing influence.
