Sr AI/ML Engineer

Vizient, Inc; Irving (TX); On-site; USD 102,400 - 179,000; Full time

Benefits offered by this job

Incentive eligible

Comprehensive benefits

Job summary

Vizient, Inc. is seeking a senior AI/ML engineer to design, build, and deploy scalable ML solutions, including LLM-powered systems.

You will own the full AI lifecycle from experimentation to production, collaborating across teams to deliver high-performing solutions aligned with client needs. You will implement RAG pipelines, embedding strategies, and vector search architectures, while mentoring teammates and ensuring responsible AI governance.

Qualifications

• 5+ years of relevant experience required.
• Experience deploying machine learning models into production.
• Experience building AI/ML systems with RAG and agentic workflows.

Responsibilities

• Lead the design, development, and deployment of ML models and LLM-based applications.
• Translate business challenges into scalable AI solutions with clear KPIs.
• Design and implement RAG pipelines, embedding strategies, and vector search architectures.
• Build agentic workflows, prompts strategies, and orchestration patterns for LLM systems.
• Own AI/ML solutions end to end from scoping to production.
• Evaluate model/LLM performance with automated and human-in-the-loop methods.

Skills

Python

Production‑grade code

API development

LangChain

LlamaIndex

CI/CD pipelines

Containerization

Cloud deployment

ML engineering

Vector databases

Education

Advanced degree in CS/Engineering

Degree in related field

Tools

FastAPI

MLflow

LangChain

LlamaIndex

Kubernetes

Docker

Job description

When you’re the best, we’re the best. We instill an environment where employees feel engaged, satisfied and able to contribute their unique skills and talents while living and working as their authentic selves. We provide extensive opportunities for personal and professional development, building both employee competence and organizational capability to fuel exceptional performance through an inclusive environment both now and in the future.

Summary: In this role, you will design, build, and deploy scalable AI and machine learning solutions that drive business impact. You will lead the full AI lifecycle from experimentation through production, developing both traditional ML models and Large Language Model (LLM)-powered systems such as Retrieval-Augmented Generation (RAG) pipelines and agentic workflows. You will collaborate across teams to translate complex problems into reliable, high-performing solutions aligned with client needs. We are seeking engineers who are driven, curious, and energized by the pace of AI innovation, bringing emerging tools and techniques into practical, production-ready systems while taking ownership and helping shape the next generation of AI capabilities.

Responsibilities

• Lead the design, development, and deployment of machine learning models and LLM-based applications.
• Translate business challenges into scalable AI solutions and define success metrics aligned with business KPIs.
• Design and implement RAG pipelines, embedding strategies, and vector search architectures.
• Build agentic workflows, prompt strategies, and orchestration patterns for LLM systems.
• Own AI/ML solutions end to end, from scoping and design through implementation, deployment, and operationalization, with a high degree of autonomy.
• Evaluate model and LLM performance using automated and human-in-the-loop methods while implementing guardrails and monitoring.
• Optimize AI systems for latency, cost, scalability, and reliability.
• Architect and maintain scalable deployment strategies, CI/CD pipelines, and MLOps workflows.
• Implement monitoring, drift detection, retraining pipelines, and model lifecycle management practices.
• Design and maintain production-grade data pipelines ensuring validation, lineage, and reproducibility.
• Mentor team members, influence AI architecture decisions, and promote responsible AI governance.
• Stay current with advancements in AI/ML, including LLMs, agentic systems, tooling, and applied best practices, and integrate relevant innovations into team solutions.

Qualifications

• Relevant degree preferred.
• Advanced degree in Computer Science, Engineering, Data Science, or a related field is a plus.
• 5 or more years of relevant experience required.
• Experience in ML engineering, applied AI, or related fields preferred.
• Experience deploying machine learning models into production environments required.
• Experience building and deploying LLM-powered applications such as RAG systems, Agentic workflows required.
• Strong Python expertise and production‑grade software engineering practices required.
• Experience with model serving frameworks and API development (e.g., FastAPI, MLflow, etc.) required.
• Experience with vector databases and embedding workflows required.
• Familiarity with orchestration frameworks such as LangChain, LlamaIndex, or similar tools required.
• Experience with CI/CD pipelines, containerization, and cloud-based deployment environments required.
• Strong understanding of evaluation methodologies for both predictive ML and LLM systems required.
• Experience building AI/ML systems in startup, high-growth, or large‑scale enterprise environments, with a track record of applying learned best practices to improve team standards and delivery maturity, preferred.
• Experience designing AI platforms or reusable AI templates preferred.
• Familiarity with model monitoring frameworks and evaluation tooling for LLM systems preferred.
• Experience working in regulated or high‑compliance environments preferred.
• Experience optimizing cost and performance for large‑scale inference workloads preferred.
• Experience fine‑tuning or adapting foundation models preferred.

Estimated Hiring Range

At Vizient, we consider skills, experience, and organizational needs in our compensation approach. Geographic factors may adjust the range estimate and hires typically fall below the top range. Compensation decisions are tailored to individual circumstances. The current salary range for this role is $102,400.00 to $179,000.00. This position is also incentive eligible. Vizient has a comprehensive benefits plan! Please view our benefits here: http://www.vizientinc.com/about-us/careers

Equal Opportunity Employer

Females/Minorities/Veterans/Individuals with Disabilities
The Company is committed to equal employment opportunity to all employees and applicants without regard to race, religion, color, gender identity, ethnicity, age, national origin, sexual orientation, disability status, veteran status or any other category protected by applicable law.

Working at Vizient means shaping the future of healthcare, every day. Alongside our clients, we're building a healthier, more human healthcare system. We connect people, data, and solutions to enable healthcare organizations to improve financial sustainability, enhance system performance, and deliver better care. Headquartered in Irving, Texas, with 11 offices across the United States, Vizient has more than 5,000 employees who bring deep expertise and a shared commitment to transforming healthcare. Together, we're solving some of the industry's most complex challenges while creating opportunities to learn, grow, and drive lasting change for healthcare organizations and the communities they serve. Through our enterprise of companies, we deliver meaningful impact across the continuum of care: Apexus - The exclusive contractor for 340B Drug Pricing Program, managed by the Health Resources and Services Administration. aptitude - The industry's first online direct contracting market, supporting self-contracting activity between hospitals and suppliers. Kaufman Hall - Leading healthcare advisory services to support our clients in achieving financial, clinical, and operational excellence. Provista - Proven supply chain partner specializing in extended, diagnostic, and preventive care facilities, including surgery centers, home health, and senior living.