Supporting Work That Turns AI Ideas Into Real Products
Only approximately 5% of custom or embedded AI tools ever make it into production with real, measurable impact. Features stall because no one defines the use case, evaluation breaks under pressure and teams lose time fixing issues that should have been caught early. We help organisations hire the people who prevent this and support specialists who want roles where their work is built to ship, not sit in a slide deck.
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AI Product Manager Jobs
If you are exploring AI product work, we guide you toward environments that back decisions with real data and support long-term delivery. If you are hiring, we connect you with people who keep AI roadmaps grounded and moving.
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Building the tech backbone for an AI start-up in Dublin
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How we helped a Belfast fintech hire its first engineering team
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AI Strategist and Head of AI Jobs
If you are looking for strategic roles, we show you organisations that want AI grounded in business value, not hype. If you need someone who can define direction and build capability, we connect you with leaders who know how to make AI work in reality.
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Can We Answer Your FAQ's?
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AI Product Owner Jobs
If you want a role where priorities are clear and delivery is respected, we help you find it. If you need someone who can manage expectations and keep teams aligned, we reach people who thrive in that space.
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Product Jobs for Decision Makers
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Maximizing Your Efficiency with AI
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Applied AI Engineer Jobs
If you are looking for applied AI work beyond prototypes, we introduce you to teams that invest properly in evaluation, infrastructure and production workflows. If you need someone who can bring models to life, we find people with that mindset.
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Just Want to Talk to an Expert?
MCS Can Support Your Next Career Move![Sarah McCann]()
Unsure Who You Need on Your Team?
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AI Solutions Architect Jobs
If you want a role shaping how systems fit together, we highlight opportunities where architecture is taken seriously. If you need someone who can design for scale and reliability, we help you reach talent that builds with intent.
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Building Vision Systems in AI
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Stuggling to Find Mature Projects at Your Skill Level
MCS Group Know Just The Company
How Can We Help?
Choose what you need and we’ll take you to the right place.
I Want to Hire Applied AI Talent
Senior recruitment support to help you hire applied AI specialists who can turn models into real products. We work with teams building AI into live systems, from experimentation through to production and scale.
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I’m Looking for Applied AI Roles
Explore applied AI roles focused on real-world use cases, production systems and measurable impact, not just research or theory.
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I Want to Hire AI Product Talent
Executive and specialist recruitment for AI Product Managers and AI product leaders who can bridge data science, engineering and commercial outcomes.
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I Need Help Defining the Role
Get clarity on responsibilities, structure and market expectations before you hire.
I Need Specialist Project Support
Access specialist data engineering expertise for complex or time-critical projects. From cloud migrations and pipeline optimisation to platform modernisation, we provide engineers who can integrate quickly and deliver measurable results.
I’m looking for CTO roles
Browse senior technology leadership opportunities across Ireland and beyond.
What we have achieved
Our Partnerships
The technology industry never stands still — and neither do we. At MCS Group, we recruit across every major area of tech, helping businesses in Belfast, Dublin, and across the UK and Ireland find the people who move them forward.
Opportunities in Data, AI and Analytics
Join Teams That Take AI Product Jobs Seriously
MCS Group supports organisations that want AI work grounded in good data, clear ownership and realistic delivery. We help people step into roles where their skills make an impact and guide teams across the UK, Ireland and the US toward talent that strengthens their AI capability. With experience across technology recruitment, product hiring and applied AI, we connect both sides with opportunities built on clarity rather than hype.
Models need more than experimentation. We connect you with specialists who evaluate properly, work well with product teams and deliver ML outcomes that hold up in real environments. Our technology recruitment network spans DS, ML and evaluation talent.
Applied AI only works when data moves cleanly. We support Technology recruitment for Data Engineers who build reliable pipelines, stable ingestion layers and the foundations that make AI and product delivery possible.
Strong AI depends on trustworthy insight. We recruit BI Analysts, Reporting Specialists and Analytics Managers who keep metrics consistent, support decision making and make AI performance measurable across the business.
AI breaks fast without structure and standards. We help organisations hire Data Architects, Data Governance Leads and Data Stewards who protect quality, manage lineage and keep AI systems compliant and predictable.
The Guidance You Need In A Fast Moving AI Market
AI roles are still new and the gaps between Product, Engineering and Research confuse even experienced teams. With MCS Group, you get a recruiter who can tell when you need an AI Product Manager, when you need an Applied AI Engineer and when a different skill set will solve the problem faster. If you are exploring AI jobs, you get clarity on what the market actually expects and which environments set you up to grow.
What We Know
AI only succeeds when product, research and engineering stay aligned. We understand how evaluation, retrieval, user experience and delivery pipelines fit together and where teams typically struggle. That insight guides everything we do, whether you are hiring or exploring your next move.
Example linkWho We Reach
Our network includes AI Product Managers, AI Product Owners, Applied AI Engineers, LLM Engineers, AI Solutions Architects, AI Strategists and Heads of AI across the UK, Ireland and the US. We stay close to the market so you hear about opportunities and talent before they appear anywhere else.
How We Support You
If you are hiring, we help you reach people who work well in complex environments and can keep AI delivery grounded. If you are exploring roles, we connect you with teams that value structure, invest in good tooling and build AI with intent rather than hype.
Why It Works
We focus on clarity and long term fit. Clear expectations. Clear skill sets. Clear outcomes. You get support from recruiters who understand the demands of AI product and applied AI roles and who can guide you toward people and opportunities that make a measurable difference.
The Specialists Supporting Your Growth
Meet the Team That Keeps Interim Hiring on Track
If you’re looking to hire fractional CTO, you’ll work with a small, experienced team that stays close throughout. We refine the brief, move quickly and keep you informed, so when leadership is needed fast, the process stays clear and decisions feel manageable.
Read MoreA testimonial carousel enhances a website by showcasing positive client feedback dynamically, which builds trust and credibility with visitors. It provides social proof, engaging users with real experiences, and improves user interaction through visually appealing, rotating testimonials. This feature can increase conversions and customer confidence in the brand.
A testimonial carousel boosts a website's credibility by displaying positive client feedback in an engaging, rotating format. This dynamic presentation of real customer experiences serves as social proof, enhancing trust and user interaction. It effectively captures visitors' attention, potentially increasing conversions and fostering confidence in the brand.
A testimonial carousel enhances a website by showcasing positive client feedback dynamically, which builds trust and credibility with visitors. It provides social proof, engaging users with real experiences, and improves user interaction through visually appealing, rotating testimonials. This feature can increase conversions and customer confidence in the brand.
Here when you need us
Find the right people. Find the right role. Make it count.
Whether you’re building a stronger data function or exploring your next move in engineering, science, analytics or AI, we’re here to help you move forward with clarity. Talk to a team that understands the tools, the talent, and the pace of the market.