AI Analyst - LLM & MLOps for Clinical Ops

Acestack; Indianapolis (IN); On-site; USD 110,000 - 190,000; Full time

Job summary

Acestack in Indianapolis, IN seeks an AI Analyst with 6+ years in technical analysis, AI support, or systems configuration. You will design and build end-to-end AI-powered applications for Clinical Operations, deploying LLM capabilities and robust data pipelines.

You will integrate AI into enterprise environments with security and regulatory compliance, lead production deployments, and collaborate across teams to deliver measurable business value.

Qualifications

• 6+ years in a technical analyst, AI support, or systems configuration role.
• Hands-on experience with LLMs (OpenAI, Anthropic Claude, AWS Bedrock) and prompt engineering.
• Proficiency in Python for scripting, log parsing, and light automation.
• Practical AWS knowledge: CloudWatch logs, Lambda, S3, and IAM for troubleshooting.
• Strong analytical and problem-solving skills with attention to detail.

Responsibilities

• Design and build end-to-end AI-powered applications for Clinical Operations platforms.
• Develop and deploy AI capabilities (LLM apps, RAG pipelines, agent orchestration) to support clinical, regulatory, and business workflows.
• Integrate AI solutions into enterprise environments ensuring scalability, security, and compliance.
• Architect and implement integrations with platforms and enterprise data ecosystems using API-first and microservices-based approaches.
• Design and optimize data models, pipelines, and transformations to ensure high-quality, governed datasets.
• Ensure alignment with enterprise data standards, metadata management, and traceability requirements.
• Embed Responsible AI principles, ensuring fairness, transparency, explainability, and regulatory compliance (e.g., GxP, data privacy).
• Establish governance, auditability, and validation processes aligned with clinical standards.
• Develop production-grade code, perform code reviews, and ensure engineering best practices.
• Monitor and optimize system performance, scalability, and reliability across applications and pipelines.
• Troubleshoot complex issues across data, infrastructure, and AI layers.
• Lead end-to-end delivery from ideation and prototyping to full-scale production rollout.
• Partner with stakeholders to convert concepts into production-ready solutions delivering measurable business value.
• Collaborate with cross-functional teams to identify high-impact opportunities aligned with business priorities.
• Provide technical leadership, guiding architecture decisions, best practices, and problem resolution.
• Troubleshoot production issues by reviewing AWS logs (CloudWatch, Lambda, S3) and coordinating resolution.

Skills

LLM experience

Python scripting

Analytical thinking

Problem solving

Technical leadership

Tools

OpenAI

Anthropic Claude

AWS Bedrock

CloudWatch

Lambda

S3

IAM

Angular/React/Vue

Node.js

AWS Platform

Job description

Acestack in Indianapolis, IN seeks an AI Analyst with 6+ years in technical analysis, AI support, or systems configuration. You will design and build end-to-end AI-powered applications for Clinical Operations, deploying LLM capabilities and robust data pipelines.

You will integrate AI into enterprise environments with security and regulatory compliance, lead production deployments, and collaborate across teams to deliver measurable business value.