Here are the 10 best jobs in the world of artificial intelligence, a rapidly expanding sector where professional opportunities abound.
What are the best jobs related to artificial intelligence? This is the most common question among those who know how crucial new trends are in defining the most promising (and well-paying) job opportunities.
If 2023 was the year of the consecration of artificial intelligence - there are still those who don’t know what AI is - 2024 will be the year of consolidation, an ideal phase to ride the wave and start working in the world of AI.
How to work in the artificial intelligence sector
Generally speaking, AI-related jobs require knowledge of modeling and data engineering to structure and pre-process data. You also need to know about machine learning and deep learning, as well as be knowledgeable about various algorithms, model architectures, and optimization techniques.
In addition to programming skills, those working in AI must have a strong background in mathematics and statistics and know libraries and frameworks such as TensorFlow, PyTorch, scikit-learn, and scikit-image.
AI-related jobs, then, require sharp critical thinking to solve problems and analyze user input. The same goes for coding.
Artificial intelligence is a unique technological sector because it also requires some knowledge of psychology. To create artificial intelligence, those who work on it need to know how humans think and how they might behave in different situations. Artificial intelligence, after all, simulates human behavior.
Finally, skills related to security, privacy, and ethics cannot be missing.
Among the sectors where AI jobs are most popular are Technology, Finance, Healthcare, Retail, Manufacturing and Cybersecurity.
Top 10 Jobs in Artificial Intelligence
AI-related jobs are changing rapidly, just like the technology behind AI.
In the sector, even for 2024, specialists are in greater demand. An in-depth knowledge of one aspect of artificial intelligence is more valuable than a superficial knowledge of many areas that concern it.
Here are the most sought-after jobs in the artificial intelligence sector of the moment, with an indication of the average salary in the United States:
1. AI Ethics Specialist
Average salary: $115,000 per year
The ethical use of data in model generation is one of the key issues to be resolved in 2024. Dedicated specialists are needed to ensure responsible AI development and implementation. Companies could also go so far as to form ethics commissions on artificial intelligence made up of employees with various experiences and specializations, including lawyers, engineers, and ethics experts.
An AI ethics specialist helps develop ethical guidelines and policies for AI projects and complete ethics reviews of projects.
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2. Data scientists
Average salary: $110,000 per year
A data scientist is a technology professional who collects, analyzes, and interprets data to solve problems and guide decision-making within the organization. They are not necessarily programmers, although many write their applications. They mainly use data mining, big data, and analytical tools.
Using data-derived business insights enables companies to improve sales and operations, make better decisions, and develop new products services, and policies.
3. Product manager
Average salary: $92,000 per year
A product manager is the leader of a team tasked with developing and launching a product. In this case, it is an AI product, but it is not much different from any other product in terms of leading teams, planning, and achieving goals.
AI product managers need to know what goes into building an AI application, including hardware, programming languages, datasets, and algorithms. Building an AI app is not the same as building a web app. There are differences in the structure and development process.
4. Natural Language Processing (NLP) Engineer
Average salary: $113,000 per year
A natural language processing (NLP) engineer is a computer scientist with training and expertise in developing algorithms and systems that understand and process human language input.
One of the biggest differences between traditional search engines and generative AI interfaces, like ChatGPT, is that search engines use keywords and gather information from large amounts of existing online data. Generative AI creates new content based on other examples and models and answers questions in a chat-type format.
These engineers are not necessarily programmers first and foremost. They need to understand linguistics as much as they need to understand programming.
5. Research scientist
Average salary: $100,000 per year
An artificial intelligence research scientist is a computer scientist who studies and develops new artificial intelligence algorithms and techniques. It develops and tests new artificial intelligence models, collaborates with other researchers, publishes research documents, and carries out training and dissemination. Programming is only a small part of a researcher’s duties.
The tech industry is extremely open to self-taught and non-academic trained programmers, but there is an exception for AI researchers. They must have in-depth knowledge of computer science, mathematics, and statistics.
6. Robotics Engineer
Average salary: $88,000 per year
A robotics engineer is a developer who designs, develops, and tests software to operate robots. Robotics has made considerable progress in recent years, as demonstrated by automated household cleaning devices and precision oncology surgery equipment. Robotics engineers can use artificial intelligence and machine learning to improve the performance of a robotic system.
7. Cybersecurity analyst
Average salary: $103,000 per year
Artificial intelligence is closely linked to cybersecurity, particularly in intrusion detection. But hackers also use artificial intelligence. This is a field where specialists are needed who are familiar with cybersecurity and the skills needed to use artificial intelligence.
8. Machine learning engineer
Average salary: $148,000 per year
A machine learning engineer is responsible for developing and implementing machine learning algorithms and training models.
Due to the need for advanced mathematics and statistics skills, most machine learning engineers have academic degrees in computer science, mathematics, or statistics. They often continue their education through certification programs or a master’s degree in machine learning and deep learning.
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9. AI specialist in the health sector
Average salary: $86,000 per year
The healthcare sector is the one that most needs a bridge between technology and the profession.
Technology can help doctors and patients in many ways, but it is also one of the most sensitive areas when it comes to data privacy.
Artificial intelligence offers several opportunities to help the medical profession, such as diagnosing diseases and identifying the best treatment plans for patients. Another example of artificial intelligence in the healthcare sector is AI-based robotics in the operating room that assists in surgical procedures.
AI-related jobs in healthcare require a deep understanding of medical conditions and terminology as much as they require AI skills.
10. Computer vision engineer
Average salary: $130,000 in the United States
A computer vision engineer is a developer who specializes in writing programs that use sensors, algorithms, and visual input systems. These systems see the world around them and act accordingly, as in the case of self-driving and parking cars and facial recognition.
This year, a greater focus on data integrity, security, and privacy is expected.
Artificial intelligence will be increasingly accessible from your consumer work devices, which is why Intel, AMD, and Qualcomm are working on AI accelerators for PCs. Soon, smartphones will also adapt to support processing linked to artificial intelligence.
There seem to be all the necessary ingredients to enrich job opportunities within a sector that, if well structured and governed, promises to change the world we know forever.
Original article published on Money.it Italy 2024-01-29 11:38:00. Original title: I 10 lavori migliori nel settore dell’intelligenza artificiale (AI)