# MCS Group (client undisclosed) — Founding Engineer (AI/Fintech Startup)

| Field | Value |
|---|---|
| **Date found** | 2026-06-07 |
| **Company** | MCS Group (client undisclosed — AI/fintech startup) |
| **Role** | Founding Engineer (AI/Fintech Startup) |
| **Location** | Ireland — fully remote |
| **Salary** | €120,000–€150,000 + 1–1.5% equity |
| **Job URL** | [linkedin.com/jobs/view/4424192886](https://www.linkedin.com/jobs/view/4424192886/) |
| **Status** | New |

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## Company Research

Recruiting agency — client undisclosed.

The hiring company is described as: "a very early-stage, well-backed startup building an AI-native platform in the fintech space. Recently closed funding, launched their MVP, and working closely with early design partners."

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## Job Summary

**What they do:** Early-stage AI-native fintech startup (anonymous); building an MVP in a regulated financial services context with LLM integrations.

**The role:** Founding Engineer — first/only engineer, taking full ownership of the engineering function from day one, working closely with the founding team.

**Core work:**
- Assess, evolve, and rebuild an existing MVP into a scalable, production-ready system
- Own full engineering function end-to-end: architecture, reliability, security, data handling
- Shape product and technical direction; define future engineering hires

**Stack:** TypeScript · React · Postgres · cloud-native infrastructure · LLM integrations (model-agnostic)

**Work style:** Fully remote, Ireland-based preferred. Early-stage — high ambiguity, fast pace.

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## Score: 60%

| Dimension | Score | Justification |
|---|---|---|
| Agentic AI depth (25%) | 25% | LLM integrations described as "strong plus" — secondary to system engineering; no mention of orchestration frameworks, multi-agent systems, or agentic workflows. |
| Tech fit (25%) | 40% | TypeScript/React is the primary stack — a significant gap for Luca (Python/AI stack). LLM integrations are model-agnostic and present. Postgres/cloud-native are familiar. |
| Remote fit (25%) | 100% | Fully remote, Ireland — clean fit. |
| Company culture fit (15%) | 70% | Early-stage AI/fintech startup, well-backed, high autonomy, low bureaucracy — culture profile matches well. |
| IC/leadership balance (10%) | 80% | Founding engineer role, hands-on IC builder, no management requirement ("not a role for someone who just wants to manage"). |
| **Final (weighted)** | **60%** | Salary deduction: none (€120–150k > €110k floor). Main risk: TypeScript primary stack gap and low agentic AI depth. |

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## Strengths

- Excellent salary: €120–150k + 1–1.5% equity at early stage — top of range for Ireland
- Fully remote Ireland, high autonomy, early founding team access
- "AI-native platform" in fintech domain — Luca's Fenergo compliance background is relevant
- Very early stage = massive ownership and visibility
- 40 applicants (recent) — not oversubscribed yet

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## Weaknesses & Risks

- TypeScript/React primary stack — not Luca's primary language (Python/AI); may be a disqualifier
- LLM work is explicitly secondary ("strong plus, not specialist required") — agentic AI depth is very low
- Client anonymous — no way to validate company quality, funding size, or team
- Early stage = execution risk; "things will move quickly and change often"
- Role requires fintech/enterprise SaaS/regulated environment experience — Luca has this (Fenergo) but it's backend/system focused

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## Suggestions

- Contact Jack Tyrrell (MCS Group) directly for a confidential conversation before applying
- Ask: what is the LLM roadmap? Is agentic AI central to the product vision?
- Ask: what is the actual company name / can it be disclosed under NDA?
- Emphasise Fenergo regulated-environment backend/AI work; frame Python strength as applicable to LLM integration work
- Negotiate toward €150k given Fenergo experience and AI specialism

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## Interview Tracker

| Stage | Date | Notes |
|---|---|---|
| Applied | | |
| Recruiter screen | | |
| Technical interview | | |
| Final round | | |
| Offer / Outcome | | |