The demand for Machine Learning Engineers (MLE) is increasing exponentially globally. According to research by the professional networking site LinkedIn, machine learning engineers are quickly taking over data scientists, with more than 1,800 job openings currently. There are 9.8 times more ML engineers working today than just five years ago, whereas the corresponding increase in the number of data scientists working today compared to five years ago is only 6.5 times.
What is machine learning?
Machine learning engineers must deal with a lot of data and be proficient in at least one programming language, such as Python or SQL. They are a popular choice among academics from computer science, mathematics, statistics, and physics backgrounds. Machine learning is a field that requires a high level of mathematical and logical skills and a strong engineering and pure sciences background.
Machine Learning roles integrated with AI are increasingly significant for cutting-edge research in many national and international companies. Career paths for ML engineers include software engineers, technical assistants, systems engineers, research assistants and data scientists. Machine learning engineers facilitate data-driven decision-making in large organisations through complex analytical models in a rapidly evolving business environment.
Study machine learning in Ireland
Learn more about Ireland's best machine learning courses below and begin your application by arranging a free consultation with SI-Global today.
Best Universities for ML in Ireland
1. University College Dublin
University College Dublin, established in 1854, is a prominent institution, ranking #275 globally and #88 in Europe. Boasting a sprawling campus, UCD welcomes 10,400 international students from 144 countries and offers diverse degrees. With a faculty composed of influential leaders, UCD ensures a dynamic and supportive learning environment.
UCD's commitment to excellence is evident in its alumni network of 300,000 across 185 countries. Remarkably, 93 per cent of graduates swiftly progress to higher studies or employment within six months, solidifying UCD's reputation as a premier Artificial Intelligence and Machine Learning studies institution.
- Course to Consider: MSc Artificial Intelligence (AI) for Medicine & Medical Research
- Entry Requirements: Students must have a Bachelor’s degree (min 2H2), good computing skills, basic programming skills, and a solid foundation in statistics and mathematics. English language qualifications include a minimum score of 6.5 overall in the IELTS
- Course Fees: €27,520
2. Dublin City University
Dublin City University (DCU), established in 1989, stands as a prominent institution at the forefront of addressing the challenges posed by digital transformation. Ranked #244 in Europe and #640 globally, DCU is recognized for its commitment to innovation and advanced education. For students aspiring to delve into the realms of Artificial Intelligence (AI) and Machine Learning (ML), DCU offers a unique opportunity through the European Master in Law, Data and Artificial Intelligence (EMILDAI).
DCU creates a vibrant teaching and learning environment, enhancing the internationalization and competitiveness of partner universities while preparing students to tackle the evolving challenges in law, data, and AI.
- Course to Consider: European Master in Law, Data and Artificial Intelligence
- Entry Requirements: IELTS - Overall score 6.5 or above, with a minimum of 6.0 in all components | a relevant degree and an appropriate language proficiency level in English, French, or Spanish.
- Course Fees: €19,908
3. University College Cork
University College Cork (UCC), a prestigious institution founded in 1845, stands as a beacon for those aspiring to delve into the realms of Artificial Intelligence (AI) and Machine Learning (ML). Ranked #259 in Europe and #678 globally, UCC offers a compelling environment for students pursuing AI and ML studies.
AI and ML at UCC uniquely blend academic excellence and practical application, preparing students for the dynamic tech landscape. With a focus on innovation and research, the university aligns itself with the industry's evolving demands. UCC's commitment to staying at the forefront of educational advancements in AI and ML makes it an ideal destination for those seeking a comprehensive and globally recognized education in these transformative fields.
- Course to Consider: MSc in Mathematical Modelling and Machine Learning
- Entry Requirements: Students must have a relevant bachelor’s degree and proficiency in English through the IELTS test: 6.5 Overall; 6.0 Individual Skills
- Course Fees: €23,500
4. University of Galway
The University of Galway stands at the forefront of Artificial Intelligence (AI) education, offering an exhilarating one-year MSc in Computer Science—Artificial Intelligence. This program caters to graduates with a primary qualification in Computer Science, ensuring a high technical standard in their education.
Led by renowned interdisciplinary experts, the full-time MSc is a two-semester exploration of diverse AI areas, empowering students with valuable skills. The unique 30-credit project, completed during the summer, provides hands-on experience and fosters collaboration with research groups or industry partners.
- Course to Consider: MSc (Computer Science - Artificial Intelligence)
- Entry Requirements: Students must have first-class honours (or equivalent) from a recognized university or third-level college and English proficiency through the IELTS test: 6.5 Overall
- Course Fees: €27,000
5. National College of Ireland
The National College of Ireland (NCI) is a comprehensive and industry-relevant program that equips students with a robust foundation and practical skills to address real-world AI challenges. The curriculum covers core areas such as machine learning, deep learning, natural language processing, computer vision, and data analytics for AI. Notably, the program emphasizes ethical considerations in AI, the application of AI to business problems, and the development of AI systems.
NCI encourages student engagement in research activities, fostering a dynamic learning environment. The university's commitment to cutting-edge AI research is evident through modern facilities, which provide students with access to advanced software tools, computing infrastructure, and research labs.
- Course to Consider: MSc in Artificial Intelligence
- Entry Requirements: Students must have a relevant bachelor's degree with a minimum specified GPA. Proficiency in programming languages and a background in mathematics or related fields may be required.
- Course Fees: €15,000
Why consider a career in Machine Learning?
The major reasons for engineers and physicists to shift to a career in machine learning are:
- Although the market does not have a large number of machine learning experts, the demand for MLEs is growing rapidly, creating fantastic work opportunities.
- ML experts ' pay packages and average median salaries are generally higher than those of other analytics professionals, engineers and physicists.
- A career in ML is highly satisfying, as professionals with analytical, logical, and mathematical skills can use their knowledge to the fullest extent.
How to become a Machine Learning engineer
- Internships: Taking up internships with big companies in machine learning roles is a great way to enter the field
- Online Courses: If you are already working, online courses in machine learning are a great way to train in the technical aspects of this job
- Specialised Postgraduate Degrees: One of the best ways to start a career in machine learning is to study a specialised degree course in machine learning from a reputed university.
Study Machine Learning in Ireland
If you want to study a Machine Learning course in Ireland, book a free consultation with SI-Ireland to learn more about universities and study options.
