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Ai/ml agent engineer — back-end focus

Dublin
eBay
Engineer
Posted: 23 April
Offer description

Role Overview
We’re hiring a Junior AI/ML Agent Engineer with a back‑end focus to build reliable agent services and APIs using Java Spring Boot. You’ll implement agentic workflows powered by LLMs, OpenAI specs, and MCP, integrating with developer tools like GitHub, Cline, and Claude models.
Key Responsibilities

Develop Spring Boot microservices that orchestrate LLM-powered agents using OpenAI specs and MCP (clients/servers, tool schemas).
Implement tool execution layers, function calling, retries, guardrails, and safety checks for robust agent behavior.
Build APIs and event‑driven pipelines for agent requests, context assembly (RAG/embeddings), and result streaming.
Integrate with GitHub (webhooks, Actions, PR review bots), Cline workflows, and Claude endpoints for developer‑focused automations.
Manage configuration, secrets, and access control; ensure compliance with internal security standards and least‑privilege design.
Add observability: logs, metrics, traces, and run metadata; create dashboards for reliability and performance.
Write comprehensive tests (unit/integration), automate builds/deployments, and maintain documentation for specs and service contracts.
Collaborate with front‑end and platform teams to deliver end‑to‑end features; participate in design and code reviews.

Minimum Qualifications

2–5 years of professional experience in back‑end engineering with Java and Spring Boot.
Practical experience integrating LLMs (OpenAI, Claude) into services; understanding of agentic workflows and tool/function orchestration.
Familiarity with MCP and implementation of clients/servers, plus OpenAI spec‑driven tool definitions.
Experience with REST/GraphQL APIs, data modeling, and message/event systems (e.g., Kafka/SQS).
Exposure to GitHub APIs/Actions, Cline, and Claude model integrations.
Solid grasp of testing, CI/CD, and cloud deployment patterns.

Preferred Qualifications

Experience with RAG, embeddings, or lightweight vector stores; caching and rate‑limiting for cost/perf control.
Knowledge of security for AI services: prompt injection defenses, input validation, and secret management.
Observability with Datadog/OpenTelemetry or similar; performance tuning in JVM/Spring.

What We Value

Eagerness to learn and adapt to new models and agent frameworks.
Ownership mindset, attention to reliability, and clear communication.
Collaborative approach across product, security, and platform engineering.

Salary & Benefits
Competitive junior‑level compensation with benefits. Final level and pay depend on experience and interview performance.
Equal Opportunity Statement
eBay is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, sexual orientation, gender identity, veteran status, disability, or other legally protected status. If you have a need that requires accommodation, please contact us at talent@ebay.com.
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