Johnson & Johnson

AI Enabled CSV Analyst

Johnson & Johnson$94K — $151K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's or master's degree in relevant field or equivalent practical experience.
  • 2+ years in roles like business analyst, data analyst, quality analyst, QMS analyst, or CSV lead.
  • 5+ years in software development or delivery lifecycles.
  • Experience deploying LLMs or AI-powered applications in production.
  • Strong understanding of prompt engineering and model evaluation.
  • Data literacy and ability to analyze datasets effectively.
  • Effective communication and critical thinking skills.

Responsibilities

  • Design and implement AI-driven use cases by partnering with stakeholders.
  • Run feasibility analyses and build prototypes for stakeholder adoption.
  • Ensure quality of AI outputs and workflows through benchmark scenarios.
  • Own governance, validation, and oversight of AI agents in CSV processes.
  • Partner with Technology Quality leaders to define and prioritize AI roadmap.
  • Translate business needs into structured use cases with objectives and metrics.
  • Collaborate with tech teams to define data pipelines and integration requirements.

Benefits

  • Opportunities for professional growth and skills development.
  • Participation in the company's long-term incentive program.
  • Work alongside a team focused on digital transformation and innovation.
  • Engagement in a culture that values compliance and ethical considerations.
Full Job Description

Job Function:

Quality

Job Sub Function:

Digital Quality

Job Category:

Professional

All Job Posting Locations:

Raritan, New Jersey, United States of America

Job Description:

The Digital Enablement Lead supports the Digital transformation within the Technology Quality (TQ) team. This role drives AI-enabled process improvements, intelligent automation, and data driven decision support across Computer Systems Validation (CSV) processes.

The Digital Enablement Lead identifies and validates high-impact use cases, partners with stakeholders to translate business problems into solutions, build prototypes, and lead adoption through effective partnership, training, and governance. This position combines AI/ML software development lifecycle expertise and CSV experience with a strong ability to translate strategy into scalable solutions.

  • Designs and implements practical AI-driven user cases partnering with stakeholders to translate business problems into measurable, implementable AI use cases.
  • Runs feasibility and impact analyses, build prototypes, and drive adoption through effective stakeholder enablement.
  • Ensures the quality of AI-generated outputs, agent behaviors, and AI-assisted workflows by building benchmark scenarios, defining scoring rubrics, evaluating business usefulness, and identifying failure patterns.
  • Owns end0to0end governance, validation, and lifecycle oversight of AI agents used across CSV processes, ensuring they remain fit for intended use, compliant, controlled, and auditable throughout deployment and operation.
  • Partners with Technology Quality leaders and SMEs to define the AI roadmap, maintaining a prioritized use-case catalog, and aligning initiatives to business goals.
  • Translates business needs into structured use cases with objectives, success metrics, data requirements, risks, controls, and proposed models/techniques.
  • Maintains an AI/Agent Inventory including control over Intended Use.
  • Creates lightweight prototypes (scripts, dashboards, prompt experiments) to validate solution hypotheses and value case.
  • Design and implement AI solutions for CSVprocesses enabling decision support, and workflow automation.
  • Collaborate with data Science, engineering, and other technology teams to define data pipelines, model evaluation criteria, acceptance tests, and integration requirements.
  • Translate business processes into product requirements, user stories, and acceptance criteria for data scientists, ML engineers, and product teams.
  • Compare performance across prompt versions, workflow revisions, tools, and models; surface evidence for release decisions and regression/improvement.
  • Establish benchmark scenarios and scoring rubrics to evaluate AI outputs, agent behaviors, and workflows in real business contexts.
  • Assess outputs for groundedness, instruction adherence, consistency, usefulness, tone, control compliance, and risk; identify hallucinations, unsupported assertions, missing logic, and unsafe recommendations.
  • Prepare test scripts, coordinate UAT, document outcomes, and support validation and release documentation.
  • Define prompt design strategies, guardrails, and explainability requirements; implement human-in-the-loop controls and risk mitigation strategies.
  • Ensure all AI use cases align with J&J Responsible AI ,GenAIand Q&C usage guidelines
  • Partner with SMEs to monitor ethical, privacy, and regulatory considerations for each use case (e.g., 21 CFR Part 11, GxP, Annex)

RequiredKnowledge,Skills and Abilities (Uncompromised requirements for the role):

  • Bachelor0s or master0s degree in business, Data Science, Statistics, Computer Science, or related field; or equivalent practical experience.
  • 2+ years in roles such as business analyst, data analyst, quality analyst, QMS analyst, or CSV lead.
  • 5+ years of professional experience with software development or software delivery lifecycles.
  • Proven track record deploying LLMs, AI agents, or GenAI-powered applications in production and integrating GenAI into business workflows for measurable impact.
  • Strong understanding of prompt engineering, model evaluation, and techniques for tuning/adaptation; familiarity with RAG and orchestration of agentic workflows.
  • Data literacy: analyze datasets, build reports, visualize metrics; disciplined approach to data quality and lineage.
  • Business analysis skills: requirements gathering, process mapping, writing clear specifications, and supporting testing and validation.
  • Effective communication, critical thinking, pattern recognition, creative problem solving, and process orientation.
  • Experience evaluating outputs against nuanced criteria (beyond binary correctness) and making risk-informed decisions.
  • Compliance awareness: operating in regulated environments and adherence to procedures (e.g., GxP, Part 11, Annex 11).
  • Experience authoring Software development documentation, non-conformities, Change Requests, SOPs, Validation Plans and Reports

Required Skills:

Preferred Skills:

Coaching, Communication, Compliance Management, Continuous Improvement, Controls Compliance, Digital Assurance, Econometric Models, Issue Escalation, Performance Measurement, Problem Solving, Process Optimization, Quality Control (QC), Quality Management Systems (QMS), Quality Standards, Regulatory Compliance, Standard Operating Procedure (SOP), Technologically Savvy

The anticipated base pay range for this position is :

$94,000.00 - $151,800.00

Additional Description for Pay Transparency:

This position is eligible to participate in the Company0s long-term incentive program.

About Johnson & Johnson

Scio Diamond creates single-crystal Type IIa diamonds for the jewelry market and for industrial applications. It employs a patent-protected chemical vapor deposition (CVD) process in a precisely controlled laboratory setting to produce diamonds. It was founded in 2009 and is headquartered in Greenville, South Carolina.

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At Johnson & Johnson, you will engage in work that matters. Join our community of professionals in health care to drive significant and impactful changes across the globe. Our team at Johnson & Johnson leads with science and heart in sectors from pharmaceuticals to medical devices and consumer health products.

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Learn more about Johnson & Johnson
Size
141,700 employees
Market Cap
$462.7 billion
Industry
Net Income
$14.7 billion
Founded
1886
5 Year Trend
+5.5%
Revenue
$82.5 billion
NASDAQ

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