Install Findmino as an app for the best experience!
(AI System Designer, Intelligent Systems Engineer, Machine Learning Systems Designer, Intelligent Systems Developer)
IT & Data
Salary
€55,000 - €110,000/yr
Level
Senior
Outlook
Growing
Sector
IT & Data
As an AI Systems Designer, you design and build intelligent systems that allow computers to simulate human reasoning, make decisions, and solve complex problems. Your daily work involves developing machine learning models, designing knowledge bases, and creating interfaces that allow AI systems to interact meaningfully with users and other software. You collaborate closely with data scientists, software engineers, business analysts, and senior stakeholders to ensure the systems you build meet real organisational needs. Employers in Ireland include technology multinationals in Dublin's Silicon Docks, fintech companies, enterprise software firms, and increasingly, public sector organisations investing in digital transformation. You are responsible for ensuring that the AI systems you design are secure, compliant with relevant legislation, and integrated effectively into existing ICT infrastructure.
Listen: a day as an AI Systems Designer
You arrive at your desk in a Dublin city-centre office at half eight, grab a coffee, and open your task board. Your team is mid-sprint on a machine learning model designed to flag anomalous transactions for a fintech client. Before the day's stand-up at nine, you review the overnight performance logs from the model running in the staging environment, checking precision and recall scores to see whether yesterday's adjustments to the training data improved results. The stand-up lasts fifteen minutes. You give a brief update on the model's evaluation metrics, flag a data imbalance issue you spotted in the logs, and agree next steps with the data scientist and software engineer on your squad. After the call, you spend the better part of the morning rewriting a section of the feature engineering pipeline in Python, carefully documenting each change so your colleagues can follow your reasoning.
Most AI Systems Designers in Ireland enter the field with an NFQ Level 8 Honours Bachelor degree in Computer Science, Artificial Intelligence, Software Engineering, or a closely related discipline, available at universities such as UCD, TCD, DCU, University of Galway, UL, and technological universities including TU Dublin and MTU. Relevant Leaving Certificate subjects that strengthen your application include Mathematics (Higher Level is strongly advised), Physics, Computer Science, and Applied Mathematics. Many practitioners also hold an NFQ Level 9 Master's degree in Artificial Intelligence, Machine Learning, or Data Science, which is increasingly common for specialist roles and is offered by institutions such as UCD, TCD, and University of Galway. There is no single statutory registration body for this role, though professional membership with bodies such as Engineers Ireland or the Irish Computer Society is valued by employers. Springboard+ funded postgraduate programmes in AI and machine learning are available for those looking to upskill or transition into the field. Practical experience gained through internships, final-year projects, and open-source contributions is highly regarded during recruitment.
Most AI Systems Designers begin their careers in junior software engineering or data science roles, building technical foundations before moving into specialist AI or machine learning positions. With three to five years of experience, you would typically progress to a mid-level or senior AI Systems Designer role, taking ownership of full system design cycles and mentoring junior colleagues. Many experienced designers move into roles such as AI Architect, Principal Engineer, or Machine Learning Lead, or transition into technical management positions. Pursuing an NFQ Level 9 Master's or professional accreditation with Engineers Ireland can accelerate progression, particularly into senior and leadership roles within large technology organisations.
AI tools are transforming the way AI Systems Designers work, with automated machine learning platforms and AI-assisted code generation speeding up prototyping and reducing time to deployment. Rather than displacing designers, these tools are shifting the focus of the role towards higher-level system architecture, ethical oversight, and the governance of AI behaviour. Designers are increasingly expected to work with explainable AI frameworks and to audit the outputs of systems they build for bias, accuracy, and regulatory compliance. The growing complexity of AI ecosystems means that skilled human designers remain essential for defining objectives, interpreting results, and ensuring systems align with organisational and societal values.
→ AI Systems Designer (Current role)
As a Data Scientist you collect, clean and analyse large datasets to uncover patterns, trends and insights that drive business decisions. You build...
€55,000 - €110,000
SeniorAs a Machine Learning Engineer you design, build, and deploy machine learning models that power real-world applications such as recommendation...
€65,000 - €130,000
SeniorAs a Cloud Security Engineer you design, implement, and maintain security controls across cloud environments such as AWS and Microsoft Azure,...
€70,000 - €130,000
SeniorNetwork Architects design and plan the communication infrastructure that keeps large organisations connected, deciding how hardware, software, data...
€75,000 - €130,000
SeniorAs an AI Engineer you design, build and deploy artificial intelligence systems that enable computers to simulate human reasoning, learn from data and...
€48,000 - €110,000
SeniorAs a Cloud Solutions Architect you design and oversee the end-to-end architecture of cloud-based systems — typically built on platforms such as AWS,...
€75,000 - €140,000
Organisations in Ireland that employ people in this occupation.
Dublin, Co. Dublin
Design and build AI systems powering global Google products and services.
Dublin, Co. Dublin
Develop intelligent AI systems integrated into Azure and Microsoft 365 platforms.
Dublin, Co. Dublin
Design enterprise AI solutions using Watson and hybrid cloud AI frameworks.
Dublin, Co. Dublin
Build and deploy AI systems for major client digital transformation programmes.
Dublin, Co. Dublin
Develop bespoke AI and machine learning solutions for Irish enterprise clients.
Nationwide
Design AI-driven clinical decision support and health data intelligence systems.
Dublin, Co. Dublin
Architect and refine AI and machine learning services on the AWS cloud platform.
Dublin, Co. Dublin
Design AI systems for fraud detection, risk modelling, and payment intelligence.
Dublin, Co. Dublin
Build AI-powered HR and finance product features within Workday's core platform.
Dublin, Co. Dublin
Design maritime AI systems for autonomous vessel navigation and collision avoidance.
Dublin, Co. Dublin
Support and co-develop national AI research systems and knowledge infrastructure programmes.
We don't know whether these employers currently have vacancies — always check their own website. And if there's somewhere you'd really love to work, it can be worth applying anyway, even without an open vacancy.
Our tools can help you with that:
Tip: These links take you to current vacancies for AI Systems Designer in Ireland
Other studies, careers, ideas and blogs you might not know yet.
We use functional cookies and — with your consent — cookies for preferences, statistics and marketing.