# PTSB — AI and Data Science Team Lead

| Field | Value |
|---|---|
| **Date found** | 2026-05-30 |
| **Company** | PTSB (Permanent TSB) |
| **Role** | AI and Data Science Team Lead |
| **Location** | Dublin or Cork, Ireland (Hybrid) |
| **Salary** | Undisclosed |
| **Job URL** | [LinkedIn](https://www.linkedin.com/jobs/view/4420957990/) |
| **Status** | New |

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## Company Research

| Field | Value |
|---|---|
| **Headquarters** | Dublin, Ireland |
| **Founded** | 1884 |
| **Employees** | 3,223 on LinkedIn |
| **LinkedIn** | [PTSB](https://www.linkedin.com/company/ptsbireland/) — 50.8k followers |
| **Website** | permanenttsb.ie |
| **Blog** | — |

- **Product:** Ireland's third-largest retail bank offering mortgages, loans, savings, and current accounts to retail and SME customers.
- **Customers:** Irish retail banking customers and SMEs.
- **Notable:** 3 Fenergo alumni; regulated by Central Bank of Ireland; stable 3,200-person Irish bank; acquisition by BAWAG Group AG announced.

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## Job Summary

**What they do:** PTSB is one of Ireland's leading retail and SME banks, investing in agentic AI, AWS Bedrock, and Microsoft Copilot Studio capabilities to transform banking operations.

**The role:** ⚠️ Lead role — AI and Data Science Team Lead owning the design, development, and deployment of agentic AI solutions and ML systems, while mentoring a team of data scientists and AI engineers.

**Core work:**
- Design and implement agentic AI systems including multi-agent workflows, tool-using agents, orchestration patterns, and human-in-the-loop designs using AWS Bedrock Agents
- Lead enterprise copilot development using Microsoft Copilot Studio and own end-to-end AI solution architecture across AWS Bedrock, SageMaker
- Guide deployment of advanced ML models (forecasting, NLP, decision optimisation) in regulated environments; enforce CI/CD and MLOps standards

**Stack:** Python · AWS Bedrock · Bedrock Agents · Amazon SageMaker · Microsoft Copilot Studio · multi-agent orchestration · RAG

**Work style:** Hybrid, Dublin or Cork (frequency unspecified), permanent role.

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## Score: 47%

| Dimension | Score | Justification |
|---|---|---|
| Agentic AI depth (25%) | 65% | Multi-agent workflows and Bedrock Agents explicitly mentioned — genuine agentic AI scope; but also traditional ML forecasting/NLP reduces depth score |
| Tech fit (25%) | 50% | AWS Bedrock/SageMaker, Python — but no LangGraph/LangChain/Anthropic/Claude API. Microsoft Copilot Studio is unfamiliar territory. |
| Remote fit (25%) | 40% | Dublin/Cork hybrid, frequency unknown. Traditional bank = likely 2+ days/week on-site. |
| Company culture fit (15%) | 25% | Traditional Irish retail bank (3,200 employees, regulated). Low autonomy, heavy compliance processes expected. |
| IC/leadership balance (10%) | 40% | Explicitly mixed IC + team management ("mentoring a high performing team" + "lead the design and deployment"). |
| **Final (weighted)** | **47%** | |

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## Strengths

- Agentic AI scope is genuine (multi-agent, Bedrock Agents, tool-use, human-in-the-loop)
- 3 Fenergo alumni — warm network possible
- Permanent role in Irish institution; strong job security

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## Weaknesses & Risks

- Traditional Irish bank culture: heavy process, low autonomy, slow-moving
- Hybrid at a bank likely means 2+ days/week on-site
- Mixed IC + management (Lead role) reduces IC purity
- Microsoft Copilot Studio is outside core stack
- Salary undisclosed — Irish bank tech salaries may undercut €110k floor for this seniority

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## Suggestions

- Verify hybrid frequency and salary range before applying
- Emphasise Fenergo background (compliance/regulated domain) as domain match
- Ask about actual team size, degree of IC vs management, and hybrid expectations

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## Interview Tracker

| Stage | Date | Notes |
|---|---|---|
| Expired | 2026-06-14 | Posting expired — no longer accepting applications |
| Applied | | |
| Recruiter screen | | |
| Technical interview | | |
| Final round | | |
| Offer / Outcome | | |