AI Solutions Engineer

Aerogen; Galway; Hybrid; EUR 70,000 - 95,000; Full time

Job summary

Aerogen, based in Galway, Ireland, seeks an AI Solutions Engineer to design, build, and own AI systems spanning proof-of-concept to production. You will ensure regulatory compliance, data integrity, and robust security while delivering scalable, reliable AI solutions across the business.

You will collaborate with Quality, IT, and business stakeholders, apply Azure and Power Platform, and drive end-to-end delivery while maintaining systems in a regulated manufacturing setting.

Qualifications

• Minimum of 3–5 years' experience designing, building, and deploying software or AI-driven solutions.
• Experience in a regulated environment with validation, traceability, and data-integrity requirements.
• Experience taking concepts from proof-of-concept to deployed production systems.

Responsibilities

• Design, build, and own AI-driven proof-of-concept and production systems across the business.
• Collaborate with stakeholders to translate business problems into AI solutions.
• Own full delivery lifecycle from concept through deployment and support.
• Maintain data integrity, security, and access controls in regulated environment.
• Monitor, troubleshoot, and manage production AI systems and changes.
• Evaluate emerging AI tools and run PoCs to assess feasibility.
• Document design, validation evidence, and support procedures.
• Collaborate with Quality, IT, and business to meet regulatory requirements.

Skills

Applied engineering

AI/ML

Python

Power Platform

Data governance

Security

Stakeholder management

Independent ownership

Azure

LLM design

Disaster recovery

Education

GAMP 5

AI-900/AI-102

Cloud/software certifications

Tools

Azure

Power Platform

SSO

Self-hosted models

Job description

About Aerogen

Headquartered in the vibrant city of Galway, Ireland, with offices around the world, Aerogen is proud to be the world leader in acute care aerosol drug delivery. Recognised through multiple MedTech awards, including being named Galway Chamber Company of the Year 2025, and twelve-time winner of the Zenith Award for Respiratory Care Excellence in North America, our employees make a difference to patients’ lives every day, having reached over 30 million patients in more than 80 countries.

Today, Aerogen is powered by a global team representing 54 nationalities, working together with a shared commitment to improving patient care. Our talented and skilled team collaborate to innovate, challenge and test not only in relation to our products but every facet of how we work.

We lead the way by finding innovative solutions to even the most complex problems, all in the name of delivering better patient outcomes.

Our business continues to grow rapidly across the globe and, as we grow, our core culture of “We Care” universally connects us. We believe that your ambition and integrity fuel ours, and we are committed to supporting our employees to reach their full potential through tangible investment in their careers.

What is the role?

The AI Solutions Engineer designs, builds, and takes ongoing ownership of AI systems used across the business - from initial proof of concept through to deployed, production, supported solutions. Each of these systems operates within Aerogen's regulated environment, carrying validation, traceability, and data-integrity obligations that sit outside a standard development or analytics scope. The successful candidate combines applied engineering with end-to-end delivery responsibility, translating business and regulatory requirements into working systems and owning their reliability, compliance, and support once live.

What are the key responsibilities?

• Design, build, and own AI-driven proof-of-concept and production systems across the business.
• Partner with stakeholders across the business to gather and analyse requirements, and translate business problems into scoped, technically sound AI solutions.
• Take solutions from proof of concept through to validated, deployed, and supported production systems, owning the full delivery lifecycle rather than handing off at build.
• Maintain data integrity, security, and access controls across all AI systems, in line with the requirements of a regulated environment.
• Monitor, troubleshoot, and maintain production AI systems, managing updates, incidents, and change control through appropriate, controlled processes.
• Evaluate emerging AI tools, platforms, and techniques, running proof-of-concepts to assess feasibility, risk, and business value before recommending wider rollout.
• Document system design, validation evidence, and support procedures, and provide training and support to end users and stakeholders.
• Collaborate with Quality, IT, and business stakeholders to ensure AI systems meet regulatory, security, and business requirements across their full lifecycle.

What education and experience are required?

• Minimum of 3-5 years' experience designing, building, and deploying software or AI-driven solutions, ideally including ownership of production systems.
• Experience working within a regulated environment with a working understanding of validation, traceability, and data-integrity requirements.
• Demonstrated experience taking solutions from proof of concept through to deployed, supported production systems, not just prototyping.
• Relevant certifications (e.g. GAMP 5, AI-900/AI-102, or equivalent cloud/software engineering certifications) are an advantage.

What key skills will make you great at the role?

• Strong applied engineering skills, able to design, build, and maintain AI-driven systems end to end.
• Practical experience applying generative AI and AI/ML tools and techniques to real, production business systems, not just prototyping.
• Development and scripting ability (e.g. Python) and experience with Power Platform or comparable tools for building, integrating, and automating solutions.
• Experience owning production systems, including monitoring, incident management, change control working closely with IT Operations.
• Strong analytical skills, able to translate business and regulatory requirements into scoped, deliverable technical solutions.
• Understanding of data governance, security, and compliance principles within a regulated business environment.
• Excellent communication and stakeholder management skills, able to work effectively across business, IT, and Quality functions.
• Proven ability to work independently, owning solutions across their full lifecycle from requirements through to deployed, supported system.
• Experience delivering and supporting systems within a regulated manufacturing environment (medical device, pharmaceutical, or equivalent), with a practical understanding of production processes and the operational consequences of system failure on a live line.
• In-house LLM design and architecture as well as deploying and operating self-hosted models where data sovereignty prevents third-party AI services being used.
• Experience within Azure, SSO and Security best practices within governed Microsoft environments.
• Demonstrated experience designing and testing backup and disaster-recovery arrangements, including restore validation and the data-retention expectations of a regulated environment.

What is it like to work at Aerogen?

Our purpose is to transform patients' lives and innovation is embedded in our culture. This also translates to how we look after our people. We want talented, passionate and engaged people to join Aerogen and build your career with us. We understand that your life evolves through different stages, and we are here to support our global team with a range of financial and non-financial rewards and benefits. There’s something for everyone! Here is an idea of what we offer:

• Excellent medical care.
• Bonus & Pension.
• ‘Aerogen Connect’ – our employee led programme which supports our global teams to unite and have fun.
• We pledge 1% of profits and time to charities and organisations.

Aerogen is committed to promoting diversity, inclusion and equality in the workplace. If you have any difficulty using our application process, please contact us by emailing [e-mail]. Please include your name and preferred method of contact.

Product approvals and set ups may vary by country. Always refer to the user instructions suppliedwith the product for full set up instructions, warnings, cautions andcontraindications.