Generative AI Engineer

g2 Recruitment; Amsterdam; On-site; EUR 65,000 - 90,000; Full time

Job summary

g2 Recruitment seeks a candidate to shape AI-powered healthcare products, delivering production-grade AI applications used at scale. You will design, deploy, and optimize AI solutions across clinical and operational workflows, collaborating with healthcare stakeholders to turn ideas into tangible value.

Ideal candidates have 2-5 years building AI applications, strong Python, and cloud experience (Azure/AWS/Google Cloud).

Qualifications

• 2-5 years of experience building AI applications or ML products.
• Experience with LLMs, RAG, AI agents, fine-tuning, voice AI, or similar AI technologies.
• Strong Python development experience with production-level software engineering skills.

Responsibilities

• Design, develop, and deploy Generative AI applications across healthcare use cases.
• Build solutions using LLMs, RAG pipelines, AI agents, voice AI, and workflow automation technologies.
• Partner with healthcare and operational stakeholders to identify and solve business challenges with AI.
• Own the full product lifecycle, from ideation and experimentation through to production deployment and optimisation.
• Develop scalable backend services, APIs, and production-grade AI systems.
• Monitor, improve, and scale AI products based on user feedback and performance metrics.
• Contribute to technical excellence through code reviews, best practices, and architecture discussions.

Skills

Python development

LLMs

RAG pipelines

AI agents

Voice AI

APIs

Tools

Azure

AWS

Google Cloud

Databricks

Job description

About the role

Shape the Future of Intelligent HealthcareWe're building AI-powered products that make a genuine impact across healthcare operations and patient services. From intelligent patient support assistants handling thousands of interactions each week to AI tools that help clinicians and operational teams access and process critical information faster, our solutions are deployed, measured, and continuously improved in real-world environments. We don't build proof-of-concepts that sit on a shelf. We take ideas from discovery to production, iterate rapidly, and focus on creating measurable value for healthcare professionals and patients alike. If you have 2-5 years of experience building AI applications and want to work on products used at scale, we'd love to hear from you.

Key Responsibilities

• Design, develop, and deploy Generative AI applications across healthcare use cases.
• Build solutions using LLMs, RAG pipelines, AI agents, voice AI, and workflow automation technologies.
• Partner with healthcare and operational stakeholders to identify and solve business challenges with AI.
• Own the full product lifecycle, from ideation and experimentation through to production deployment and optimisation.
• Develop scalable backend services, APIs, and production-grade AI systems.
• Monitor, improve, and scale AI products based on user feedback and performance metrics.
• Contribute to technical excellence through code reviews, best practices, and architecture discussions.

Technical Skills

• 2-5 years' experience building AI applications or machine learning products.
• Experience with LLMs, Retrieval-Augmented Generation (RAG), AI agents, fine-tuning, voice AI, or similar AI technologies.
• Strong Python development experience with production-level software engineering skills.
• Experience working with cloud platforms such as Azure, AWS, or Google Cloud.
• Knowledge of APIs, software development best practices, testing, and deployment processes.
• Experience delivering products or features used by real customers or end users.

Preferred Experience

• Experience with vector databases and document intelligence solutions.
• Familiarity with agentic AI frameworks and multi-agent systems.
• Exposure to MLOps, AI monitoring, and model deployment practices.
• Experience with Databricks or similar AI and data platforms.
• Previous experience working within healthcare or other regulated industries.

g2 Recruitment are committed to equality of opportunity for all applications from individuals are encouraged regardless of age, disability, sex, gender reassignment, sexual orientation, pregnancy and maternity, race, religion or belief and marriage and civil partnerships or any other characteristic protected by law.