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Mcs Group Consultancy

Principal Fullstack Engineer (AI systems)

Employer undisclosedRole managed by a recruiter
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Build and scale LLM-driven full‑stack AI systems for conversation insights.
8d ago
€130,000
Expert & Leadership (13+ years), Experienced (8-12 years)
Full Time
Dublin, County Dublin, Ireland
Hybrid
Role
What you would be doing
llm workflows
feedback loops
test suites
production systems
full‑stack
architecture design

Build robust feedback loops, test suites, and performance metrics around LLM outputs.

Help shape engineering best practices and influence how the company grows technically.

Collaborate daily with the founders and other engineers in a fast-paced, product-driven environment.

This is a founding-level role, where you'll sit at the heart of that mission - shaping how the product thinks, scales, and learns.

Design, build, and scale LLM-driven workflows that turn raw conversations into structured insights.

You'll help define the engineering culture from the ground up, making key decisions on architecture, infrastructure, and tooling. It's the kind of role where you'll move quickly, experiment constantly, and see the direct impact of your work in days, not months.

As the Principal Full-Stack AI Engineer, you'll work directly with the CTO and play a central role in building out the company's AI-powered systems. Around 75% of the job is real software engineering - designing, optimising, and maintaining production-ready systems - with the remaining 25% focused on applying and evolving LLMs and ML techniques.

Work across a modern stack - TypeScript, Next.js, Postgres, Drizzle, gRPC/REST APIs, and an expanding Python-based AI stack.

  • Design, build, and scale LLM-driven workflows that turn raw conversations into structured insights.
  • Build robust feedback loops, test suites, and performance metrics around LLM outputs.
  • Collaborate daily with the founders and other engineers in a fast-paced, product-driven environment.
  • Help shape engineering best practices and influence how the company grows technically.
  • Work across a modern stack - TypeScript, Next.js, Postgres, Drizzle, gRPC/REST APIs, and an expanding Python-based AI stack.
What you bring
typescript
python
llms
saas
founder
math

Strong mathematical and algorithmic grounding

Solid understanding of LLMs and ML workflows (OpenAI, HuggingFace, Anthropic, etc.).

Deep hands-on experience in TypeScript (React/Next.js or similar) and Python.

A founder mindset - maybe you've built your own product or startup before (successful or not). You understand ownership, iteration, and speed.

Experience building scalable systems or platforms from scratch, ideally in SaaS or high-growth startup environments.

Strong software engineering fundamentals - you can read any codebase, make sense of it, and make it better.

If you're a full-stack engineer with a sharp mathematical brain, a genuine passion for AI, and the drive to build something from the ground up - this could be the opportunity to make your mark.

  • Strong software engineering fundamentals - you can read any codebase, make sense of it, and make it better.
  • A founder mindset - maybe you've built your own product or startup before (successful or not). You understand ownership, iteration, and speed.
  • Solid understanding of LLMs and ML workflows (OpenAI, HuggingFace, Anthropic, etc.).
  • Deep hands-on experience in TypeScript (React/Next.js or similar) and Python.
  • Strong mathematical and algorithmic grounding
  • Experience building scalable systems or platforms from scratch, ideally in SaaS or high-growth startup environments.
Benefits

Impact: You'll see your work in production, powering something that's redefining how businesses understand themselves.

Location: Dublin City Centre (on-site, 5 days per week) Compensation: Up to €130,000 + equity

  • Impact: You'll see your work in production, powering something that's redefining how businesses understand themselves.
Training + Development
Information not given or found
Your recruiter
Your recruiting firm
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  • Grew from a small start‑up into a global recruitment partner, expanding across the UK, Ireland, US and Europe.
  • Handles a diverse portfolio of projects—from sourcing top IT talent to engineering and finance specialists for multinational firms.
  • Focuses on technical & engineering, IT & digital, accountancy & financial services, sales & marketing, and HR & legal sectors.
  • Operates a boutique, founder‑led model that adapts to client needs with agility and deep industry insight.
  • Delivers tailored recruitment solutions for sectors like software development, engineering, finance and corporate services.
  • Known for a reputation built on personalized service, hands‑on leadership and a willingness to tackle tough talent challenges.
  • Unusual for a recruitment firm, it maintains a strong ethical stance, often directly mentoring candidates and clients alike.
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  • Continues to carve a niche by balancing ambitious growth with a personalised, relationship‑driven approach.
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