Forward-Deployed AI Engineer (Internship or Full-Time, Dublin)

Excerpt from the original posting

We have multiple positions to fill. The type of position we offer depends on your experience and qualifications:
- No work experience, with a Bachelor's or Master's degree: we offer you an internship.
- At least 2 years of work experience, or a Ph.D. / postdoc: we offer you a full-time position.
About Us
We are an AI startup founded in 2020, headquartered in Dublin, Ireland, with an AI Lab in Milan, Italy. Our expertise spans machine learning and generative AI for financial services.
At Gemmo AI, we build custom AI solutions that combine automation with human insight. We use a modular approach: first we explore the highest-impact opportunities, then we design and deploy tailored solutions, and finally we help improve and maintain them over time.
We believe in responsible, pragmatic AI: systems that integrate into real workflows, provide measurable value, and remain under the client's control.
Our Team
- Forward Deployed Engineers: 25 people, including 4 Ph.D.s
- Leadership: 4 people
We are a lean, technical-first team, and we're growing. We're looking to add 17 new Forward-Deployed AI Engineer roles before the end of the year.
The Role
A forward-deployed engineer works directly with the client and owns the solution end to end: from understanding the business problem, to choosing and building the right model, to shipping and running it in production. There's no handoff chain. The same engineer who hears the problem delivers the answer.
In practice, the role combines three disciplines:
- Business analysis: understanding how a financial institution works, mapping its processes, and turning a vague request into a clear specification.
- ML engineering: building, evaluating and improving models, from classic prediction models to fine-tuned LLMs.
- Software engineering: building the APIs, integrations and applications that put models into real workflows, then deploying and maintaining them.
Nobody arrives strong in all three. We hire people who are solid in at least one and eager to grow into the others.
What You'll Do
You'll work on AI solutions for one of the most data-rich industries in the world, in direct contact with enterprise clients. Depending on the project, you might:
- Sit with client stakeholders to understand a workflow and identify where AI creates measurable value
- Build prediction models and ML-based document analysis
- Fine-tune LLMs to power conversational interfaces over the client's data
- Extract actionable insights from large-scale dataset…

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