FS Technology Consulting - AI and Data - Forward Deployed AI Engineer - Manager - Dublin

EY; Dublin; On-site; EUR 110,000 - 150,000; Full time

Benefits offered by this job

Hybrid Working

Pension

Discounted Health Insurance

Wellbeing & Gym

Job summary

EY Ireland is seeking an AI Engineering leader to shape enterprise-gen AI solutions and orchestrate multi-agent platforms. You will drive production-grade AI systems across client engagements, balancing strategy with hands‑on delivery in a financial services context.

You will guide design, governance, and integration into client infrastructure, mentoring teams, and collaborating with stakeholders to deliver scalable, compliant AI capabilities.

Qualifications

• 5+ years across ML and AI systems design; proven delivery in enterprise.
• Academic credentials or equivalent senior industry experience.
• Define MVP scope, data requirements, and evaluation criteria with stakeholders.

Responsibilities

• Collaborate with diverse teams on AI & Data technologies.
• Partner with clients to uncover strategic impact and opportunities for AI-driven transformation.
• Translate business requirements into scalable technical solutions using modern AI frameworks and cloud-native technologies.
• Build and deploy AI solutions including gen‑AI & agentic AI patterns to create client value.
• Create RAG systems with effective vector retrieval, context management, and response generation.
• Ensure ethical AI practices, data privacy, and responsible deployment.

Skills

Hands-on team lead/architect

ML/AI systems design

Interpersonal skills

Client-facing delivery

Cloud-native architectures

Education

MSc or PhD in a relevant field

Tools

Python

Docker/Kubernetes

ECS

Kafka/RabbitMQ

Job description

At EY, we’re all in to shape your future with confidence. We’ll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go. Join EY and help to build a better working world.

FS Technology Consulting – AI and Data – Forward Deployed AI Engineer - Manager - Dublin

General Information

Location: Dublin

Available for VISA Sponsorship: Yes

Business Area: Data & Analytics

Contract Type: Full Time - Permanent

EY is the only major professional services firm with an integrated Financial Services practice across Europe, the Middle East, India, and Africa (EMEIA). We connect our Asset Management, Banking and Capital Markets and Insurance clients to 6,500 talented people from 12 countries and 35,000 Financial Services colleagues around the world.

In EY FS Ireland, we are expanding our Consulting practice and building our Technology Consulting team as a key component of our NextWave Strategy. NextWave is EY’s global strategy and ambition to deliver long-term value to clients, people, and society. It is inspired by the way innovations spread through society. We are actively recruiting high achieving individuals with AI and Data expertise in data-enabled transformation projects/ programmes within Financial Services: Banking, Insurance and Wealth and Asset management.

The opportunity

This is your chance to lead the future of AI at EY Ireland for Financial Services. As a hands‑on architect and team lead, you will shape enterprise‑grade GenAI solutions and multi‑agent orchestration strategies. You will work with cutting‑edge technologies and collaborate across diverse teams to deliver impactful, scalable AI systems. This role offers the opportunity to influence EY’s AI strategy and build solutions that align with global standards and regulatory frameworks.

This role blends deep hands‑on engineering, consulting judgment, and client‑facing delivery ownership. You will carry solutions from concept through production and enable clients to sustainably operate and evolve their AI capabilities.

Your Key Responsibilities

• Collaborating with diverse teams on varying skillsets, who use AI & Data technologies.
• Partner with clients to uncover strategic impact and opportunities for AI‑driven transformation. Communicate insights clearly and help clients adopt AI successfully.
• Translate business requirements into scalable technical solutions using modern AI frameworks and cloud‑native technologies.
• Build and deploy AI solutions including gen‑AI & Agentic AI patterns & techniques to create strategic client value. Develop LLM‑powered applications with sophisticated reasoning capabilities.
• Create RAG systems with effective vector retrieval, context management, and response generation. Build agentic AI workflows that can perform multi‑step tasks with appropriate tool use.
• Ensure ethical AI practices, data privacy, and responsible deployment of AI and automation solutions.
• Collaborate with stakeholders across product, data science, and infrastructure to align architectural decisions with strategic goals.
• As an influential member of the team, you will create a positive learning culture and will coach and counsel junior members of the team sharing best practices, industry trends, and technical knowledge to foster professional growth and development.

Skills And Attributes For Success

• Hands‑on Team Lead/Architect. Defines technical standards, codes daily, ensures compliance and safe MVP delivery.
• Experience: 5+ years across ML and AI systems design; proven delivery in enterprise
• Academic Credentials: Industry experience acceptable with enterprise‑scale delivery.
• Define MVP scope, data requirements, and evaluation criteria jointly with stakeholders.
• Build fast prototypes using - LLMs, RAG pipelines, fine‑tuning, agents, traditional ML models where appropriate.
• Experience deploying solutions into client infrastructure (cloud, hybrid, on‑prem), navigating real‑world constraints such as security, compliance, data residency, legacy systems.
• Expected Deliverables (indicative): Enterprise‑grade GenAI and multi‑agent orchestration; vendor/LLM selection and portfolio strategy (OpenAI, Anthropic, Gemini, Mistral, Llama, Hugging Face), established coding/CI/CD/documentation standards, storage and retrieval, knowledge architectures incl. RAG, agent perception layers.
• Core Skills: Python, Docker/Kubernetes/ECS at scale; event‑driven (Kafka/RabbitMQ).
• Patterns: Tree‑of‑Thought, multi‑agent orchestration, debate/deliberation agents; RLHF/RLAIF strategy awareness.
• Possess strong interpersonal and communication skills.

AI Skills

• Comprehensive AI across NLP, Computer Vision, Document Intelligence, Time Series, and multimodal GenAI.
• Usage of PyTorch/TensorFlow and Hugging Face; integration of ML into enterprise pipelines.
• Design of organization‑level evaluation and scoring frameworks (text, vision, multimodal) with release gates (R/A/G).
• Governance: alignment to EU AI Act; model/prompt/data versioning; audit logs; risk management.
• LLM Strategy: evaluate and standardize across providers (OpenAI, Anthropic, Google Gemini, Mistral, Llama) and vector platforms (Pinecone/Weaviate/Milvus).
• Cloud: multi‑cloud and hybrid architecture across AWS, Azure, and GCP; reliability/SLOs; cost/tokens governance.
• LLMOps/MLOps: automated testing, drift monitoring, safety/guardrails, CI/CD for ML, telemetry, lineage, and governance.

Ideally, you will also have

• Experience in Financial Services is preferred.
• MSc or PhD in a relevant field, or equivalent senior industry experience.
• Experience in designing evaluation frameworks and release gates for AI models.
• Knowledge of vector platforms like Pinecone, Weaviate, and Milvus.

What We Look For

We are looking for innovative thinkers who are passionate about AI and eager to make a difference. You will thrive in a collaborative environment, bring a purpose‑driven mindset, and embrace inclusivity. If you are agile, curious, and ready to lead transformative projects, we want to hear from you.

What Working At EY Offers

We offer a competitive remuneration package. Our comprehensive Total Rewards package includes support for flexible working and career development, and with FlexEY you can select benefits that suit your needs, covering holidays, health and well‑being, insurance, savings and a wide range of discounts, offers, and promotions. Plus, we offer:

• Support and coaching from some of the most engaging colleagues around
• Opportunities to develop new skills and progress your career.
• The freedom and flexibility to handle your role in a way that is right for you.

All our employees are given a benefits package which they can tailor to suit their individual preferences. Our range of benefits include:

• Pension
• Discounted Health Insurance
• Web Doctor – Free unlimited online GP Consultations for you and your family
• The purchase of additional annual leave
• Hybrid Working
• Free Gym Membership
• Travel Pass
• Maternity & Paternity Leave
• Bike to Work Scheme
• Recognition Awards
• Cash incentives for Referrals.
• Work Mobile
• Tech MBA paid by EY
• Wellness rooms available in some offices

Career Progression

• When you join EY, you will be supported to ensure that you are enhancing your skills from day one.
• Continuous learning, where you can develop the mindset and skills to navigate whatever comes next.
• As you grow and develop here, you’ll discover opportunities to help customise your career journey, so that it’s as unique as you are - success is defined by you, we will provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership, we will give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture, you will be embraced for who you are and empowered to use your voice to help others find theirs.
• We have embraced Hybrid working at EY adding greater flexibility and autonomy to the roles of our employees.

About EY

As a global leader in assurance, tax, transaction, and advisory services, we are using the finance products, expertise, and systems we have developed to build a better working world. That starts with a culture that believes in giving you the training, opportunities, and creative freedom to make things better. Whenever you join, however long you stay, the exceptional EY experience lasts a lifetime.

Inclusion & Diversity

We hold a collective commitment to foster an environment where all differences are valued and respected, practices are equitable and everyone experiences a sense of belonging: Inclusion, diversity, and equity are part of who we are at EY. We believe that the highest‑performing teams maximize the power of different perspectives and backgrounds. These teams are both diverse and inclusive and are willing to invite and learn from other perspectives. Our ability to include various viewpoints into our mindsets, behaviours, and operations is fundamental to driving innovation, building strong relationships, and delivering the best solutions for our clients.

We recognise the strength that comes from having a diverse workforce and building a culture where we support all our people to achieve their potential. You will be embraced for who you are and empowered to use your voice to help others find theirs.

As an equal opportunities’ employer, we welcome applications from people of all backgrounds. Reasonable accommodations are offered at every stage of our recruitment process.

Are you ready to shape your future with confidence? Apply today.

To help create the best experience during the recruitment process, please describe any disability‑related adjustments or accommodations you may need.

IMPORTANT: Where Agency assistance is required, our Talent Team will engage directly with suppliers. CVs / Profiles should not be shared directly with Hiring Managers. Unsolicited CVs / Profiles supplied to EY by Recruitment Agencies will not be accepted for this role.

EY | Building a better working world

EY is building a better working world by creating new value for clients, people, society and the planet, while building trust in capital markets.

Enabled by data, AI and advanced technology, EY teams help clients shape the future with confidence and develop answers for the most pressing issues of today and tomorrow.

EY teams work across a full spectrum of services in assurance, consulting, tax, strategy and transactions. Fueled by sector insights, a globally connected, multi‑disciplinary network and diverse ecosystem partners, EY teams can provide services in more than 150 countries and territories.