Top Artificial Intelligence Skills

Artificial Intelligence (AI) and Machine Learning (ML) are no longer the buzzwords — they are now everywhere. Robot waiters and surgeons, self-driven vehicles, and assisted-voice technologies are just a few examples of how AI has become a normal part of our lives. And this technology is here to stay!

Thus, learning the top artificial intelligence skills is an excellent way to stand out in the job market, attract employers, and upscale your professional career. AI is a vast field with a range of disciplines. So, before you equip yourself with AI skills, evaluate all your options and see what interests you the most.

Some popular skills include robotics, natural language processing (NLP), machine learning (ML), data science, and AI consultancy. So, which AI skill should you opt for? What does each option involve, and how much will it pay? Let’s find answers to these questions in this guide.

1. Programming Languages

Learning programming languages is the first and foremost skill required to be an AI expert. No matter what discipline you choose later, you’d need to use programming languages in most areas, such as product development and model implementation.

Today's top programming languages are Python, C++, JavaScript, Java, C#, Shell, TypeScript, and Scala. You don’t have to learn all of them at once. Instead, focus on a few — the ones closely related to your chosen AI discipline — and excel at them. Then, keep learning more languages to strengthen your portfolio. 

An AI programmer can make €65,000 annually on average. It can be even higher based on your employer, geography, and job position.

2. Machine Learning Engineering

Machine learning engineering is a popular artificial intelligence skill that involves utilising software skills to develop predictive models. ML engineers also leverage NLP to understand and analyse massive data sets. 

As a machine learning engineer, you must know how to develop and implement agile practices and modern software development tools and methodologies. This field is related to computer programming, languages, cloud applications, and mathematical skills. If you are interested in all these fields, you should opt for machine learning.

The pay rate of a machine learning engineer in Ireland is also quite attractive. A machine learning engineer can make €57,300 annually on average in the country. This salary can increase at higher positions, reaching as high as €91,000.

3. Robotic Science

Robots can boost productivity, automate workflows, and give creative ideas. But they won’t be useful if no expert guides them on what to do. Robotic scientists build mechanical robots or appliances to automate daily human tasks. These devices work through human commands to maximise productivity and output.

To be a robotic scientist, you must learn to develop and manipulate computer programs, create prototypes, and coordinate with other AI specialists. Some companies also look for additional specialisations in robotic scientists, such as computer science, physical sciences, mathematics, physics, etc. You can learn all these things by enrolling in an AI course.

The average annual salary of a robotic scientist in Ireland ranges between €57,000 and €101,000. You can make even more at a good company and higher position.

4. Data Science

Data scientists gather, understand, and interpret large data sets using predictive analytics and machine learning techniques. They gain insights into data beyond the standard statistical analysis for an advanced interpretation. Data scientists must also know how to use Big Data tools and programming and computing languages.

To learn data scientist skills, you should also have technical skills in Python coding, SAS and R, Amazon S3 cloud tool, etc. A quality AI and data scientist course can help you learn all these skills quickly. But to land a job, you must have hands-on experience in this field.

As with other AI jobs, the data scientist job also pays well. You can expect to make €54,800 a year on average.

Upcoming AI courses

Check out our upcoming Artificial Intelligence and related courses.

5. AI Product Management

An AI product manager creates, manages, and implements AI-based products. They ensure the quality of the AI goods and services and whether they meet client expectations. These professionals collaborate with many AI teams, including data scientists, software developers, and stakeholders. 

To learn this skill, you must be an expert in project management, software development, and related AI solutions. Again, enrolling in an AI course can significantly help you in this regard. Regarding the salary, an AI product manager can make €65,000 a year on average.

6. AI Consultancy

AI consultants advise software teams about the creation and implementation of AI solutions. These professionals collaborate directly with clients, understand their requirements, and create tailored AI solutions that address their pain points. 

Learning this top artificial intelligence skill will make you an expert in data analysis, software development, and consultancy. You will also be capable of collaborating with different teams and managing workloads. You can easily master this skill with a good AI course.

With this skill, you can start working as an AI consultant at a reputable company. The pay rate in Ireland can be as high as €104,800 a year, so it can be a good career choice.

7. NLP Engineering

An NLP (Natural Language Processing) engineer creates and implements computer models to comprehend, interpret, and imitate human language. These professionals research and develop different NLP techniques, refine NLP models, and integrate them into a company’s software.

To learn NLP engineering, you should be interested in machine learning, data mining, statistical analysis, and NLP modelling. Enrolling in an AI course will also help you learn how to work in coordination with different teams. 

Most companies prefer candidates with certification, so get it before applying to an NLP engineering job. The annual salary of an NLP engineer is quite good in Ireland, averaging €50,000 on average.

8. AI Research Assistant

An AI research assistant collects data for analysis, tests newly-developed algorithms, and assists in creating AI-powered apps. They may also write study or academic papers and prepare presentations to show their findings to teams. 

The average salary for an AI research assistant may be low initially, averaging at €40,000 a year. But you can make more by upscaling your skills and advancing to higher positions.

9. Deep Learning Engineering

A deep learning engineer develops and implements deep learning algorithms that target pain points in many industries. Whether it’s healthcare or finance, these specialists build strong neural networks for an organisation that contain a load of information. Deep learning engineers possess professional programming, data analytics, and machine learning skills.

To be an expert deep learning engineer, you must be interested in learning programming languages, deep learning frameworks, and cloud computing platforms. With these skills, you can upscale your professional career in various AI-related fields. 

The annual salary of a deep learning engineer averages €60,500, varying with position, company, geography, and experience. 

FAQs

Which AI Skills Are the Best?

The best AI skills are machine learning, Natural Language Processing (NLP), deep learning, data science, robotics, AI product development, and research assistant. 

How to Learn AI Skills?

You can learn AI skills by enrolling into an online AI course. A quality course includes detailed lessons on different AI disciplines and their implementation in various organisational aspects. At UCD Professional Academy, the course is  prepared by industry experts to help you learn AI faster and better. 

Can I Learn AI Without Coding?

You can indeed learn AI without coding. The internet is filled with various courses and resources about how a non-coder can start their journey as an AI expert. Many AI disciplines don’t require you to do coding, so you can research and choose the ones best suited to your skills and background. 

Which Language is Required in AI?

Python and Java are the top AI languages in the world. Learning programming languages is quite crucial in AI. As an AI expert, you will have to utilise them to design, develop, implement, and test models. However, your right language will depend on your chosen AI background. For instance, as a data analyst, you need to learn Python.

Does AI Have Scope in Future?

AI is the future, so, understandably, it will have a great scope in the coming years. In fact, AI experts are one of the most highly-demanded professionals in the job market with an attractive pay rate. With the ongoing developments in the AI industry, you can only expect good things in this field. 

Conclusion

Artificial intelligence has already transformed how businesses operated a few years ago. Maximum productivity, efficiency, and output are now every company’s topmost priorities. Thus, AI-related skills and jobs have a great scope. More skills relate to a higher position, which translates to a higher earning potential. 

If you want to learn a specific AI skill, enrol yourself in a Professional Academy Diploma in Artificial Intelligence for Business at UCD Professional Academy to get started. The course consists of informative AI-related courses to enlighten you about the use of AI in different business operations.

Ready to gain insights into the vast field of AI? Connect with our AI experts today and learn from the best in the industry.