AI Application Engineer (LLM / Agentic AI)

Insight Global • Elwyn, PA • 4d ago

Job Description

One of our leading pharmaceutical clients is seeking an AI Application Engineer to help build next-generation AI-driven applications supporting scientific research and drug discovery initiatives. This role will focus on developing intelligent agents, integrating large language models, and creating AI-powered workflows that enable researchers to interact with large-scale biological datasets and research platforms. The ideal candidate will have experience developing production-grade AI applications and working with modern LLM, agent, and orchestration frameworks.

Responsibilities

Design, develop, and deploy AI-powered applications and agent-based systems

Build integrations with large language models and external tools

Develop applications utilizing MCP (Model Context Protocol) and agent frameworks

Design tool-calling workflows and intelligent orchestration patterns

Partner with researchers, engineers, and data scientists to develop AI-enabled capabilities

Deploy and manage services within Google Cloud environments

Build scalable containerized applications using Docker

Develop and maintain APIs supporting AI workloads

Contribute to testing, validation, and performance optimization efforts

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.To learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.

Skills and Requirements

2+ years developing and deploying machine learning or AI solutions

Strong proficiency in:

? Python and/or TypeScript

? LLM integration

? AI agent development

Experience with:

? MCP Protocol

? Pydantic AI or similar agent frameworks

? Tool/function-calling architectures

? Claude, OpenAI, or comparable LLM ecosystems

2+ years of Google Cloud Platform experience

Strong Docker and containerization knowledge - FastAPI or similar modern Python framework experience

Integration testing and stress testing experience

Retrieval-Augmented Generation (RAG) architectures

Agent orchestration frameworks

Drug discovery, biology, bioinformatics, life sciences, or healthcare experience

Experience supporting scientific research environments

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