Manager, Full-Stack Insights (AI & Analytics)

At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow, and profoundly impact health for humanity. Learn more at jnj.com.

As guided by Our Credo, Johnson & Johnson is responsible to our employees who work with us throughout the world. We provide an inclusive work environment where each person is considered as an individual. At Johnson & Johnson, we respect the diversity and dignity of our employees and recognize their merit.

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About Innovative Medicine

Our expertise in Innovative Medicine is informed and inspired by patients, whose insights fuel our science-based advancements. Visionaries like you work on teams that save lives by developing the medicines of tomorrow.

Join us in developing treatments, finding cures, and pioneering the path from lab to life while championing patients every step of the way.

Learn more at https://www.jnj.com/innovative-medicine

Role Overview

The way insights get made has changed. AI can now do much of the coding, data wrangling and charting that used to fill an analyst’s week. What it cannot do is decide which question matters, what a good answer looks like, and whether the output is actually right.

We are looking for someone who does both halves under regional Commercial Excellence Insights and Analytics Hub, with a market focus on North Asia (Korea, Taiwan, Hong Kong). You frame the commercial question and judge the quality of the answer. You also build the whole thing — from raw data to a decision-ready recommendation — with AI as your main tool.

This is an individual contributor role at manager level, focused on Brand Competitiveness Insights, Customer Insights, and Investment & Resourcing Insights.

About the team: The Insight Generation team sits within Commercial Excellence, Insights and Analytics Hub, AP Strategy Organization, JJIM. We help brand, sales and marketing leaders decide where to focus, whom to engage and what is the optimal decision and action.

Key Responsibilities

1. Frame the question

• Take ambiguous commercial questions from North Asia markets — why uptake is lagging, which customers to prioritise, whether a campaign or resource shift is working — and turn them into a clear plan: which insights would change a decision, and what data can answer them.

2. Build end-to-end with AI

• Use AI to prepare data across sales, customer engagement, market and account sources, and to run exploratory analysis.

• Apply statistical and predictive methods where they add value, particularly across launch excellence, sales force effectiveness, brand strategy, and brand growth-driver analysis.

3. Judge quality

• Test results against alternative explanations, data artefacts and common analytical traps, and state how confident we should be and why.

4. Deliver decision-ready insights

• Turn the same insights into crisp narratives for leadership decisions and commercial organization actions, which today run on PowerPoint.

5. Partner across North Asia

• Act as the primary point of contact for North Asia stakeholders; partner with CE, BU, IT, regional and local teams to align market needs with regional strategy.

• Hold evidence-based positions with senior stakeholders and turn them into clear decisions and actions.

• Raise the team’s way of working by sharing AI workflows, reusable components and templates.

Qualifications

Required

• Typically 5+ years in advanced analytics, data science, consulting or a similar role, with insights that changed real business decisions.

• Heavy, hands-on use of AI in your own work — not only chat and summaries, but using AI to write and run analysis code, build tools and ship interactive outputs. Experience in agentic workflows is a plus. We will ask you to show examples.

• Comfort reading, running and debugging the code AI writes for you, in Python, SQL or R. Experience in prompt, context, and harness engineering is a plus.

• Solid statistics and analytical reasoning — enough to catch an analysis that is plausible but wrong (selection bias, confounding, leakage, wrong denominators).

• Structured problem solving: you can break a vague business question into hypotheses and an analysis plan.

• Clear communication with non-technical and senior audiences, in writing and in person.

• A degree in a quantitative field, or equivalent demonstrated rigour.

Preferred

• Korean language proficiency is highly preferred.

• Pharmaceutical or healthcare commercial data: prescription and sales data, CRM and call activity, customer segmentation, SFE. Hands-on experience in commercial analytics and insights to support launch excellence and brand strategy is highly preferred.

• Experience in North Asia markets; therapeutic area knowledge in Oncology or Immunology.

• Consulting experience in commercial strategy or analytics.

This role is probably not for you if

• Your main strength is hand-building machine learning models and you want to stay in that lane.

• You want to build AI or LLM systems themselves. Here AI is a tool we use, not a product we build.

• You prefer to hand the build to engineers, or the business conversation to someone else.

What Success Looks Like

• By month 3: one validated decision-ready insight delivery with named North Asia commercial users; working knowledge of the main CE data sources; at least one insight used in leadership reporting.

• By month 6: two or three use cases, with clear quality and efficiency metrics, and business impact tracked; reusable components or templates the team adopts; able to take a commercial question from framing to product with light director review.

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