
Science Applied to Life
Director, Decision Science & AI/ML
Job Description:Director, Decision Science & AI/MLCollaborate with Innovative 3Mers Around the World
Choosing where to start and grow your career has a major impact on your professional and personal life, so it’s equally important you know that the company that you choose to work at, and its leaders, will support and guide you. With a wide variety of people, global locations, technologies and products, 3M is a place where you can collaborate with other curious, creative 3Mers.
This position provides an opportunity to transition from other private, public, government or military experience to a 3M career.The Impact You’ll Make in this Role
As Director of Decision Science & AI/ML, you will define and lead the next generation of enterprise data and AI/ML capabilities at 3M. You will build and scale intelligent data products and knowledge graphs that move the company beyond static reporting and insights toward contextual, AI-driven decision intelligence. This role offers the opportunity to shape how data, AI, and decision intelligence transform a global enterprise.
You will lead the design and delivery of modern solutions that combine data engineering, AI/ML, and semantic data foundations to power business innovation, operational excellence, and enterprise decision-making.
Leading the strategic direction and execution of Intelligent data products initiatives across the 3M. This role will focus on harnessing the power of data and AI/ML, to drive business innovation and operational excellence across the company. This role requires a strategic thinker with a deep understanding of technology and its application in business contexts.
Key Responsibilities
- Next-Gen Data Product Strategy: Lead the transition from descriptive analytics to Decision Science, building intelligent products that provide proactive recommendations across the enterprise.
- Conversational Analytics: Drive the development of Conversational Data Analysis solutions that allow users to query data via natural language, moving away from rigid dashboarding to fluid, role-based insights.
- Predictive Modeling: Drive the roadmap of predictive models, tools and utilities that will be leveraged by AI Agents to drive automated decisions in business processes across Commercial, Operational and Enterprise functions.
- Apply Decision Science: Implement decision science frameworks to support strategic, operational, and financial decision-making, enabling predictive and prescriptive insights that drive measurable business outcomes.
- Dynamic Persona-Based Insights: Develop insight systems that deliver real-time,**context-aware intelligence **tailored to specific roles—from executives to frontline operators.
- Semantic Data Architecture: Establish robust enterprise capabilities in Data Cataloging, Metadata Management, and Semantic Data Fabric architecture to ensure high-fidelity data is ready for AI/ML consumption.
- Knowledge Graphs & Ontologies: Build and scale enterprise Knowledge Graphs and Business Ontologies to unify structured and unstructured data, enabling deep reasoning and power context aware enterprise search.
- AI Consumption Layer: Build context-aware enterprise data layers, ensuring data is ready for consumption by advanced AI models and automation tools across R&D, Manufacturing, Supply Chain, and Commercial functions.
- Technical & Platform Collaboration: specific collaboration with the Data Platform, Data Engineering, AI Engineering, Product Management, Master Data Management (MDM), and Data Observability teams. You will ensure alignment on architectural standards, unified data governance, and operational reliability.
- Adoption & Change Management: Drive the adoption of intelligent insights across the value chain—including Product Development, Portfolio Management, Operations, Sales, and Customer Experience—serving as a strategic advisor to senior leadership.
- Robust Governance: Establish governance models for data quality, model reliability, trust scores, semantic consistency, and Responsible AI.
Your Skills and Expertise
To set you up for success in this role from day one, 3M requires (at a minimum) the following qualifications:
- Bachelor's degree in computer science, Data Science (completed and verified prior to start)
- Ten (10) years of experience leading data, analytics, AI/ML initiatives in a private, public, government, or military environment
- Five (5) years of deep expertise in designing, architecting and delivering data engineering, ML platforms, and generative AI ecosystems
Additional qualifications that could help you succeed even further in this role include:
- Data Lakehouse architectures, Graph Data Architectures and cloud‑native engineering.
- Intelligent data products or data-as-a-product programs including Knowledge graphs and semantic data layers
- Generative AI solutions, with preferred experience building conversational data analysis solutions
- AI driven 360 degree solutions such as Customer 360, Supplier
- Predictive AI/ML Models in Marketing, Supply Chain and Finance domains (Customer Behavior Predictions, Demand Planning, Financial Forecasting, Customer Lifetime Value, Customer Churn etc)
- AI Ops and ML Ops managing the full lifecycle of AI/ML Models including Data Drift, Model Drift and Model Risk Management
- Enterprise data catalog and metadata platforms
Work location: On site in Maplewood
Travel:May include up to 10% domestic and international Relocation Assistance:Is Authorized Supporting Your Well-being
3M offers many programs to help you live your best life – both physically and financially. To ensure competitive pay and benefits, 3M regularly benchmarks with other companies that are comparable in size and scope.
Chat with Max
For assistance with searching through our current job openings or for more information about all things 3M, visit Max, our virtual recruiting assistant on 3M.com/careers.
Applicable to US Applicants Only:The expected compensation range for this position is $266,001 - $325,112, which includes base pay plus variable incentive pay, if eligible. This range represents a good faith estimate for this position. The specific compensation offered to a candidate may vary based on factors including, but not limited to, the candidate’s relevant knowledge, training, skills, work location, and/or experience. In addition, this position may be eligible for a range of benefits (e.g., Medical, Dental & Vision, Health Savings Accounts, Health Care & Dependent Care Flexible Spending Accounts, Disability Benefits, Life Insurance, Voluntary Benefits, Paid Absences and Retirement Benefits, etc.). Additional information is available at: https://www.3m.com/3M/en_US/careers-us/working-at-3m/benefits/.
Good Faith Posting Date Range 03/10/2026 To 04/09/2026 Or until filled
All US-based 3M full time employees will need to sign an employee agreement as a condition of employment with 3M. This agreement lays out key terms on using 3M Confidential Information and Trade Secrets. It also has provisions discussing conflicts of interest and how inventions are assigned. Employees that are Job Grade 7 or equivalent and above may also have obligations to not compete against 3M or solicit its employees or customers, both during their employment, and for a period after they leave 3M.
Learn more about 3M’s creative solutions to the world’s problems at www.3M.com or on Instagram, Facebook, and LinkedIn @3M.
Responsibilities of this position include that corporate policies, procedures and security standards are complied with while performing assigned duties.
Safety is a core value at 3M. All employees are expected to contribute to a strong Environmental Health and Safety (EHS) culture by following safety policies, identifying hazards, and engaging in continuous improvement.
Pay & Benefits Overview: https://www.3m.com/3M/en_US/careers-us/working-at-3m/benefits/
3M does not discriminate in hiring or employment on the basis of race, color, sex, national origin, religion, age, disability, veteran status, or any other characteristic protected by applicable law.
Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly.
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3M 소개

3M
PublicThe 3M Company is an American multinational conglomerate operating in the fields of industry, worker safety, and consumer goods.
90,000+
직원 수
Maplewood
본사 위치
$95B
기업 가치
리뷰
10개 리뷰
3.4
10개 리뷰
워라밸
2.8
보상
4.2
문화
3.1
커리어
2.5
경영진
2.7
65%
지인 추천률
장점
Good pay and compensation
Good benefits package
Quality training programs
단점
Poor work-life balance
Difficult management
Limited advancement opportunities
연봉 정보
1개 데이터
L2
L6
M3
M4
M5
M6
L3
L4
L5
L2 · Business Operations L2
0개 리포트
$81,652
총 연봉
기본급
$32,661
주식
$40,826
보너스
$8,165
$57,156
$106,148
면접 후기
후기 1개
난이도
3.0
/ 5
소요 기간
14-28주
면접 과정
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Onsite/Virtual Interviews
5
Team Matching
6
Offer
자주 나오는 질문
Coding/Algorithm
Technical Knowledge
Behavioral/STAR
System Design
Culture Fit
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