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AI Engineering Analyst; Hybrid

Job in Irvine, Orange County, California, 92713, USA
Listing for: AbbVie
Full Time position
Listed on 2026-08-31
Job specializations:
  • Software Development
    AI Engineer (Applied/Software), Data Engineering
Salary/Wage Range or Industry Benchmark: 84500 - 162000 USD Yearly USD 84500.00 162000.00 YEAR
Job Description & How to Apply Below
Position: AI Engineering Analyst (Hybrid)
  • Compensation: USD 84500 - USD 162000 - yearly
Company Description

About Abb Vie

Abb Vie's mission is to discover and deliver innovative medicines and solutions that solve serious health issues today and address the medical challenges of tomorrow. We strive to have a remarkable impact on people's lives across several key therapeutic areas including immunology, oncology and neuroscience - and products and services in our Allergan Aesthetics portfolio. For more information about Abb Vie, please visit us  .

Follow @abbvie onLinked

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Job Description

The AI Engineering Analyst will internalize and scale agentic statistical programming platform (Helix). The initial focus of the role will be to contribute towards solution testing, gain a strong understanding of the system design and configuration. Next phase will be focused on developing agents to scale the platform across multiple therapeutic areas and study designs. In addition, the role will help optimize business workflows.

Long-term, the role will focus on building and deploying AI solutions including agent platforms, AI co-pilots, code generation harnesses, evaluation frameworks, and agentic research pipelines using modern AI and Abb Vie enterprise frameworks integrated with internal DSS systems and data platforms.

The hired associated will partner closely with internal stakeholders such as statisticians, stats programmers, data scientists, and other business teams to understand user needs, and rapidly iterate on building AI solutions, and evolve successful use cases into reusable capabilities. Test and evaluate foundation models, agent architectures, and AI workflows, making practical technical decisions based on reliability, security, cost, business impact, etc.

Deliver high-quality, maintainable AI products and solutions through sound AI engineering practices, automated testing, and thoughtful code deployments.

Responsibilities:

  • Build production-grade AI solutions including agent platforms, AI co-pilots, code generation harnesses, evaluation frameworks, and agentic research pipelines using modern AI and Abb Vie enterprise frameworks integrated with internal systems and data platforms
  • Collaborates with Statisticians & Data Scientists to enable streamlined data flow for the Data & Statistical Sciences capabilities across clinical development
  • Evaluate foundation models, agent architectures, and AI workflows, making practical technical decisions based on reliability, security, cost, business impact, etc.
  • Operate, monitor, and continuously improve production AI solutions by optimizing quality, reliability, latency, cost efficiency, governance, and user outcomes.
  • Develop, construct, test and maintain architectures (such as databases and large-scale process systems) to support AI & Analytics projects within Clinical Development
  • Build data products and service processes which perform data transformation, metadata extraction, workload management and error processing management
  • Implement standardized, automated operational and quality control processes to deliver accurate and timely data and reporting
  • Adhere to best practices for coding, testing and designing reusable code/component
  • Contribute to the discovery and understanding of new tools, and techniques and propose improvements to the data pipeline
  • Develop data set processes for data modeling, mining and production
Qualifications

Minimum Qualifications:

  • Bachelor’s or Master's degree in statistics, mathematics, analytics, bioinformatics, data science, computer science or equivalent field with 4+ years (BS), 2+ years (MS) or 1+ years (PhD) of related experience
  • 1+ year experience within building production-grade AI solutions using modern AI frameworks such as Lang Graph, Lang Chain, Strands Agents, etc.
  • End-to-end experience with data, including querying, aggregation, analysis, and visualization

Preferred Qualifications:

  • Biotech / Pharma experience is a plus
  • Having strong programming experience in both Python and R is preferred
  • Experience in Amazon Web Services eco-system preferred
  • Experience in publishing analytics output in R Shiny and/or Plotly Dash is preferred

Other Required Skills:

  • G…
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