Production AI Engineer: Build Scalable AI Agents

UT Southwestern Medical Center; Dallas (TX); On-site; USD 130,000 - 180,000; Full time

Job summary

UT Southwestern Medical Center is seeking a hands-on AI software engineer to design, build, and ship production AI features within the Discovery Information Management System (DIMS). You will develop agentic workflows, natural language search, and model integrations, partnering across product, engineering, and external collaborators to deliver scalable, auditable AI capabilities.

The role emphasizes end-to-end AI agent design, retrieval pipelines grounded in institutional data, and strong focus

Qualifications

• Bachelor's degree in CS, Eng, or related field.
• Experience with agent frameworks and multi-agent orchestration.
• Familiarity with Azure AI services and CI/CD pipelines.
• Experience with enterprise data security patterns.
• Familiarity with translational research or patent data sources.

Responsibilities

• Builds production AI features within DIMS and launches multi-step agentic workflows.
• Designs end-to-end AI agents including prompt design and tooling definitions.
• Integrates Azure OpenAI and related services via APIs; manages cost, latency, and failures.
• Develops retrieval/data pipelines grounded in institutional and external sources.
• Translates requirements into working features and release plans.
• Implements guardrails, observability, and compliance with security and IP rules.
• Contributes to code review, docs, and deployment automation.

Skills

AI Features

LLM Knowledge

Azure AI

CI/CD Pipelines

Data Governance

Prompt Engineering

Education

Bachelor's Degree in CS/Eng or related field

Tools

Azure OpenAI

Azure Foundry

AI SDKs

Job description

Open — UT Southwestern Medical Center has a posting for this job. Posted 4 Sep 2026.

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About this job

WHY UT SOUTHWESTERN?
With over 75 years of excellence in Dallas-Fort Worth, Texas, UT Southwestern is committed to excellence, innovation, teamwork, and compassion. As a world-renowned medical and research center, we strive to provide the best possible care, resources, and benefits for our valued employees. Ranked as the number 1 hospital in Dallas-Fort Worth according to U.S. News & World Report, we invest in you with opportunities for career growth and development to align with your future goals. Our highly competitive benefits package offers healthcare, PTO and paid holidays, on-site childcare, wage, merit increases and so much more. We invite you to be a part of the UT Southwestern team where you'll discover a culture of teamwork, professionalism, and a rewarding career!

JOB SUMMARY
Works under minimal supervision to design, build, and ship production artificial intelligence (AI) features within DIMS (Discovery Information Management System), the Innovation Hub's proprietary platform for managing faculty research Discovery Tracks. This is a hands-on software engineering role focused on delivering working, maintainable code rather than research benchmarking or proof-of-concept experimentation. Develops agentic workflows, natural language search, retrieval pipelines, and model integrations that ground platform features in institutional scientific data. Partners with the product owner, software developers, designers, and external technical collaborators to translate early-stage commercialization workflows into accurate, traceable, and auditable AI capabilities. Serves as the Innovation Hub's primary technical owner for applied AI as DIMS scales.

ESSENTIAL FUNCTIONS

Job Duties

• Builds and ships production AI features within DIMS, including multi step agentic workflows, natural language search, structured extraction, and recommendation and matching capabilities; writes and maintains the majority of the implementing code, moving agent concepts from specification to released functionality on a rapid delivery cadence rather than producing prototypes or evaluations alone.
• Designs, builds, and maintains AI agents end to end, including prompt design and iteration, tool and function definitions, orchestration and routing across multi step tasks, context and memory management, and structured output contracts; develops reusable prompt, tool, and orchestration patterns so that additional agents can be stood up without rebuilding shared infrastructure; establishes prompt versioning, evaluation harnesses, regression tests, and acceptance criteria so that agent behavior is measurable, reproducible, and safe to release.
• Integrates commercial and open large language models and related services into the platform through application programming interfaces, including Microsoft Azure Foundry/OpenAI Service and other institutionally approved platforms; manages model selection, versioning, cost, latency, rate limiting, and failure handling.
• Develops retrieval and data pipelines that ground AI features in institutional and external sources, including faculty and laboratory datasets, invention disclosure content, and public scientific and intellectual property data sources; ensures outputs remain traceable to verifiable source material.
• Partners with the product owner, software developers, and design to translate early stage commercialization workflows and stage gate criteria into working features; participates in requirements definition, technical scoping, and release planning
• Implements guardrails, monitoring, and observability for accuracy, hallucination, data leakage, and cost; ensures alignment with UTSW information security, data stewardship, and compliance requirements and with intellectual property protections governing pre publication and pre patent content.
• Contributes to code review, technical documentation, version control practice, and deployment automation; supports productionization and handoff of collaboratively developed prototypes into supported platform capabilities.

QUALIFICATIONS

Education and Experience

Required

• Education
  Bachelor's Degree in Computer Science, Engineering, or related field (or equivalent experience).

Preferred

• Education
  May consider additional related years of experience in lieu of degree.
• Experience
  Experience with agent frameworks, multi step and multi-agent orchestration, and retrieval augmented generation in production.
  Familiarity with Azure AI services (Azure OpenAI Service, Azure Foundry, Azure AI Search), enterprise identity, and CI/CD pipelines.
  Experience with enterprise data and security patterns, including handling of confidential or pre publication content.
  Familiarity with translational research, technology transfer, or scientific literature and patent data sources.

Knowledge, Skills and Abilities

• Ability to write, review, and maintain production quality code as the primary mode of contribution, with sound judgment on architecture, testing, and maintainability.
• Working knowledge of large language model capabilities and limitations, including context management, tool use, structured output, grounding, agent design patterns, and cost and latency tradeoffs.
• Ability to apply engineering discipline to nondeterministic systems, including evaluation design, regression testing, versioning of prompts, tools, and models, and observability of agent behavior in production.
• Ability to translate ambiguous scientific and operational requirements into working features, structured technical plans, and clearly documented decisions.
• Knowledge of secure development practices and appropriate handling of confidential, pre publication, and pre patent information.
• Ability to work effectively across business, technical, scientific, and administrative teams, including with external technical collaborators and vendors.
• Strong verbal and written communication skills, including the ability to explain technical tradeoffs and limitations to non technical stakeholders.
• Demonstrated initiative, learning agility, and sound judgment in a rapidly evolving technology area.

PHYSICAL DEMANDS/WORKING CONDITIONS

• Physical Demands
  Sitting
  Talking
• Working Conditions
  Indoors
  Office Setting

PACT STATEMENT

• P-Problem Solving: Employees take ownership in solving problems effectively, efficiently, and to the satisfaction of customers, or managers. They show initiative in addressing areas of concern before they become problems.
• A-Ability, Attitude and Accountability: Employees exhibit ability to perform their job and conduct themselves in a professional and positive manner reflecting a professional environment readily assuming obligations in a dependable and reliable manner.
• C-Communication, Contribution, and Collaboration: Who are our Customers? Anyone who requests our help, needs our work product, or receives our services. Employees focus on customer service with creative solutions while improving the customer experience through clear, courteous, and timely delivery and communication. Sharing ideas with others helps expand our contribution to department goals.
• T-Teamwork: Employees work to contribute to the department's success by supporting co-workers, promoting excellence in work product and customer service, and in maintaining a satisfying, caring environment for each other.

Salary Information
Salary is commensurate with education, skills, and relevant experience.

Security

This position is security-sensitive and subject to Texas Education Code 51.215, which authorizes UT Southwestern to obtain criminal history record information.

EEO Statement

UT Southwestern Medical Center is committed to an educational and working environment that provides equal opportunity to all members of the University community. As an equal opportunity employer, UT Southwestern prohibits unlawful discrimination, including discrimination on the basis of race, color, religion, national origin, sex, sexual orientation, gender identity, gender expression, age, disability, genetic information, citizenship status, or veteran status.

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