Build, integrate, and maintain production-quality AI/ML software and services. Implement LLM/GenAI features (including Copilot integration), RAG pipelines, embeddings/vector stores, APIs, and backend services. Participate in model lifecycle, monitoring, testing, CI/CD, and MLOps practices while following enterprise security and governance.
The AI/ML Associate Engineer is a hands‑on software engineer who applies strong programming fundamentals to build, integrate, and support AI/ML solutions. The role focuses on writing production‑quality code while contributing to AI‑powered features, including (where applicable) solutions that leverage Microsoft 365 Copilot and Copilot Agents.
This role is ideal for engineers early in their AI/ML career who are solid coders and eager to work at the intersection of software engineering, applied ML, and enterprise AI platforms.
Key Responsibilities
- Design, develop, test, and maintain production‑quality software supporting AI/ML solutions.
- Implement and support AI‑enabled features using modern ML/LLM techniques, APIs, and services.
- Contribute to Copilot‑enabled workflows (e.g., Teams, Outlook, Word, Excel) where applicable, including prompt refinement and agent‑based task automation.
- Build and maintain backend services, APIs, and integrations that support AI/ML use cases.
- Apply GenAI/LLM patterns: Build RAG pipelines, prompt management, evaluation harnesses, and safety mitigations. Integrate embeddings, vector stores, and caching strategies for latency/cost targets.
- Participate in model integration and lifecycle activities: experimentation, evaluation, deployment, monitoring, and iteration. Instrument solutions for monitoring (quality, drift, bias, performance, cost).
- Write unit tests, integration tests, and documentation to ensure reliability, security, and maintainability.
- Collaborate closely with product managers, designers, and senior engineers to translate requirements into working solutions.
- Follow enterprise standards for security, data handling, and governance when working with AI systems.
Required Qualifications
- Bachelor’s degree in Computer Science, Engineering, or equivalent practical experience.
- Strong programming background, especially in Python and/or at least one of Java, C#, or similar.
- Solid understanding of software engineering fundamentals: data structures, APIs, version control, testing, and CI/CD.
- Working knowledge of AI/ML fundamentals (machine learning concepts, LLMs, embeddings, evaluation basics) and tooling (scikit-learn, XGBoost, PyTorch/TensorFlow, Pandas/Spark).
- Experience building APIs/services (REST/gRPC), containerization (Docker), and orchestration (Kubernetes).
- Exposure to MLOps practices: CI/CD, MLflow/Kubeflow, model registries, automated testing.
Preferred Qualifications
- Experience using or integrating Microsoft 365 Copilot, Copilot Agents, or similar enterprise GenAI tools.
- Exposure to prompt engineering, agent‑based workflows, or AI‑assisted productivity tools.
- Familiarity with cloud platforms (Azure preferred), Power Platform, or Microsoft Graph integrations.
- Experience supporting AI features in production systems.
About UsJ.P. Morgan is a global leader in financial services, providing strategic advice and products to the world’s most prominent corporations, governments, wealthy individuals and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.
We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.
JPMorganChase Dublin, Dublin, IRL Office
Dublin, Ireland
Similar Jobs
Cloud • Fintech • Food • Information Technology • Software • Hospitality
Lead architecture and implementation of AI agents and infrastructure for the Team domain. Define scalable, secure designs, partner with engineering and product, write code and prototypes, resolve performance bottlenecks, establish agent/ spec-driven patterns, and mentor engineers to deliver mission-critical SaaS systems.
Top Skills:
Agentic WorkflowsApache CamelApache PulsarAutonomous AgentsAWSCi/CdEvent-Driven MessagingLlmsSaaSSpec-Driven Development
Artificial Intelligence • Healthtech • Machine Learning • Natural Language Processing • Biotech • Pharmaceutical
Lead development and implementation of Medical Insights strategy and processes across Medical Affairs. Prioritize insights use cases, translate business needs into data/functional requirements, evaluate AI and analytics solutions, embed insights into medical decision-making, monitor impact, enable adoption of insights platforms, and collaborate cross-functionally to drive value and evidence generation.
Top Skills:
Advanced AnalyticsAIDataikuTableau
Financial Services
Lead a hands-on engineering team to design and deliver IoT and edge-to-cloud solutions that integrate AI/ML for real-time workplace insights. Architect resilient, secure pipelines, enforce data governance (FAIR), drive agentic AI adoption across the SDLC, mentor engineering talent, and split time between strategic leadership and active coding.
Top Skills:
5GAIApi DesignEdge ComputingEdge-To-CloudIotJavaMachine LearningPrompt EngineeringPythonReactTypescript
What you need to know about the Dublin Tech Scene
From Bono and Oscar Wilde to today's tech leaders, Dublin has always attracted trailblazers, with more than 70,000 people working in the city's expanding digital sector. Continuing its legacy of drawing pioneers, the city is advancing rapidly. Ireland is now ranked as one of the top tech clusters in the region and the number one destination for digital companies, with the highest hiring intention of any region across all sectors.
