Solution Advancement Engineer, Analytics Products

This is a fully remote position, open to applicants in Illinois.

📋 Description

• Take full responsibility for the delivery of Huron's Insights applications throughout active client projects, from data pipeline and application configuration to client quality control, user acceptance testing, and final approval.

• Provide essential engineering contributions to the Insights Agent platform, focusing on LLM agent loop design, subagent architecture, and structured output/evaluation methodologies.

• Develop and implement interactive applications utilizing R (Shiny) and Python via Posit Connect and the Docker-based mono repository.

• Collaborate with healthcare clients and clinical consultants to effectively translate domain requirements into software solutions.

• Impact platform architecture decisions and the evolution of the product.

• Guide engineers and promote engineering best practices.

• Oversee deployment and configuration for multiple client projects concurrently, including data translation pipelines, application configuration, quality control, and comparison testing against legacy reporting.

• Design and create LLM agent functionalities, encompassing subagent patterns, registry/dispatch architecture, and evaluation frameworks.

• Manage and enhance Docker-based mono repository deployment infrastructure, including version tagging, rollback procedures, and Jenkins CI/CD processes.

• Utilize AWS data lake infrastructure, such as Athena, S3, and RDS, to facilitate client data pipelines.

• Convert UAT feedback and input from clinical stakeholders into architectural and user experience decisions.

• Enhance quality, performance, and delivery speed across multiple client engagements.

⛳️ Requirements

• U.S. work authorization is mandatory.

• Bachelor's degree in Computer Science, Data Science, Engineering, or a related field (or equivalent experience).

• Over 6 years of software development experience, including full-stack ownership of a production product.

• Strong expertise in Python.

• Working knowledge of R for Shiny-based analytics applications.

• Experience in LLM/agent-based application development, including Pydantic AI, RAG, structured outputs, or similar agent orchestration frameworks.

• Familiarity with Docker and containerized deployment, including rollback procedures and deployment scripting.

• Demonstrated experience managing a client-facing analytics or software product from inception to completion, covering data layer, user interface, and client approval.

• Ability to navigate ambiguity, switch contexts between multiple clients, and rapidly iterate based on real-time client feedback.

• Excellent collaboration and customer-facing communication abilities.

• Preferred: Experience in the healthcare analytics domain.

• Preferred: Familiarity with Posit Connect or similar platforms for deploying R/Shiny analytics products.

• Preferred: Experience with AWS data lake architecture, including Athena and S3, or other cloud-based data platforms.

• Preferred: Experience with Snowflake or similar modern cloud data warehouse platforms.

• Preferred: Knowledge of Agile/Scrum development processes.

• Preferred: Background in a consulting or professional services environment.

🏝️ Benefits

• Annual incentive compensation program.

• Medical coverage.

• Dental coverage.

• Vision coverage.

• Wellness programs.

• Comprehensive benefits plans.