AI Capability Lead
Workhuman is hiring an AI Capability Lead in Dublin, Ireland. Level rates it ; you can apply on Level.
AI in this role
Scale enterprise AI capabilities by defining standards, roadmaps, and reusable AI services for GPTs, agents, and RAG.
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Help Workhuman scale AI from isolated use cases into a coherent, reusable enterprise capability. You will own the standards, roadmap and enablement model for GPTs, Skills, Agents and reusable AI services, making it easier for business domains to build effective solutions on shared patterns while retaining ownership of their outcomes and operations.
**This is a hybrid role requiring at least 3 days per week onsite in our Dublin office.
What we can offer you:
Own the enterprise capability roadmap and standards for GPTs, Skills, Agents, connectors, knowledge patterns and reusable AI services.
Define and evolve enterprise ‘Gold’ AI services and assets, including how they are designed, evaluated, released, reused, supported and retired.
Provide functional direction and practical guidance to AI Business Partners and domain teams, helping them translate process needs into the right AI pattern and make informed build-versus-reuse decisions.
Partner with Enterprise Architecture, AI Platform Engineering, Corporate IT, Security and Data teams to ensure platforms, MCP/connectors, identity, permissions, observability and support capabilities meet enterprise needs.
Build the playbooks, patterns, training and communities that improve AI solution quality, accelerate adoption and make good practice repeatable across Workhuman.
Guide complex prototypes and accelerators toward durable, production-ready services with clear evaluation, ownership, support and handover models.
What You Bring
Strong practical understanding of enterprise generative AI, including LLMs, GPTs/assistants, agentic patterns, prompt and system design, knowledge/RAG approaches, APIs/connectors and emerging standards such as MCP.
A product and capability-management mindset, with the ability to convert fast-moving technology into a coherent roadmap, reusable standards and clear guidance for business teams.
Experience designing reusable technology patterns and the judgement to distinguish experimentation, accelerators and production-grade enterprise services.
Strong consulting and facilitation skills, with the ability to understand business processes, challenge assumptions and translate needs into practical AI solutions.
Experience working across enterprise platforms, architecture, engineering, security, data and operational support teams to deliver capabilities that can scale safely.
Curiosity and a strong learning mindset, with the ability to evaluate new AI capabilities quickly and communicate where they create meaningful value.
Your Achievements
Built or scaled reusable AI, automation or platform capabilities that were adopted across multiple teams or use cases.
Established standards, guardrails or reference patterns that improved delivery speed, solution quality, reuse or operational consistency.
Helped move AI or emerging-technology prototypes into production with appropriate evaluation, observability, ownership and support.
Drove adoption through practical enablement, coaching, communities of practice or self-service guidance that increased teams’ ability to deliver independently.
At Workhuman®, our mission is to bring more humanity to the workplace. We recognize and embrace individual differences and believe that diversity, inclusion, and belonging are essential to our long-term growth and success. We encourage candidates from all backgrounds and experiences to apply—even if you don’t feel you meet every qualification listed above. We’re looking for collaborative, innovative humans with a growth mindset who can bring unique perspectives to our team.
We are also committed to creating an inclusive and accessible application process for all candidates. If you require any accommodations or support during the application or interview process, or encounter any accessibility barriers, please contact us at globalrecruitment@workhuman.com. We are dedicated to ensuring equal access to opportunities for all individuals.
Workhuman is an Equal Opportunity Employer and is committed to the principle of equal employment opportunity for all employees. We proudly provide a work environment free of discrimination and harassment. Employment decisions at Workhuman are based on solely on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social, or ethnic origin, sex (including pregnancy), age, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, or any other status protected by the laws or regulations in the locations where we operate. Workhuman believes that diversity and inclusion among our teammates is critical to our success as a global company, and we seek to recruit, develop and retain the most talented people from a diverse candidate pool.
How we rate this
AI Capability Lead at Workhuman rates 65 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.
Works on AI. The daily work is on AI products, without building the model.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- How would you design a retrieval step so the model answers from real data instead of guessing?
- Tell me about a project where ai governance was part of your work. What did you do?
- Tell me about a project where prompt design was part of your work. What did you do?
- Tell me about a project where agentic patterns was part of your work. What did you do?
- Tell me about a project where enterprise architecture was part of your work. What did you do?
Adapt your resume
- List these exact terms on your resume: RAG, AI Governance, Prompt Design, Agentic Patterns, and Enterprise Architecture. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.
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