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Associate Partner - McKinsey Technology (Data Transformation)

Associate Partner - McKinsey Technology (Data Transformation)

McKinsey & CompanySan Francisco, CA, United States
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Overview

Digital Associate Partner - McKinsey Technology (Data Transformation)

Job ID : 89135

Do you want to work on complex and pressing challenges—the kind that bring together curious, ambitious, and determined leaders who strive to become better every day? If this sounds like you, you've come to the right place.

Your Impact

Your mission will be to help clients capture and scale the value of data and technology, enabling them to operate, innovate, and excel like leading technology companies.

Our practice areas for technology, data, and AI include : Strategy & Performance, Talent & Operating Model, Technology Modernization, and Data Transformation. Leveraging our structured DRIVE framework, the Data Acceleration Lab, and an ecosystem of over 50 assets, we ensure rapid, impactful, and full-scale data transformations, turning data into a strategic business asset.

As a seasoned data leader with vision, authority, and expertise, you will guide organizations through large-scale transformations. As an Associate Partner, you will serve as a trusted advisor to C-suite leaders, helping clients unlock the value of their data by shaping enterprise-wide strategies, architecting extensible data platforms, embedding data governance at scale, and enabling modern AI and agentic systems.

You will collaborate closely with our engineering, product, and technology teams to accelerate impact, positioning data as a strategic asset and fostering innovation through AI, GenAI, and agentic systems. Additionally, you will contribute to the evolution of McKinsey's data transformation assets—reference architectures, governance frameworks, and accelerators—and mentor the next generation of leaders within the firm.

Among your key responsibilities you will shape enterprise data strategy by defining holistic data strategies that enhance customer experience, unlock new revenue streams, and establish competitive advantage. Identify, develop, and acquire critical data products and assets with cross-enterprise value, including real-time, unstructured, and proprietary data sources. You will also advise on ecosystem partnerships to enable privileged data access and innovative client offerings.

Your work will include modernizing data architectures and platforms, i.e. leading the design of scalable, secure, and interoperable data architectures (e.g., Mesh, Lakehouse, Fabric) across products, platforms (e.g., low code no code), and cloud environments. Build modern platforms that seamlessly handle master data and unstructured data for advanced analytics and AI use cases using LLMs and SLMs. Embed capabilities for real-time data ingestion, processing, and streaming to enable faster insights and responsiveness (e.g., Prompt engineering). Drive adoption of best practices in data / AI modeling (e.g., data / digital twin), data pipelines, and GenAI and agentic architectures.

You will drive data governance and AI-driven data management, champion enterprise data governance, data quality, master data management, metadata management, and compliance practices. You will deploy AI-driven data management approaches and tools (e.g., DataOps, MLOps, LiveOps) to automate data observability, cataloging, data quality monitoring, enrichment, and lineage. Staying ahead of industry and regulatory developments impacting data and AI, you will advise clients on responsible adoption (e.g., Data / AI Ethics).

You will be responsible for enabling innovation and change leadership; inspire adoption of next-generation AI / GenAI-driven practices in data discovery, governance, and collaboration (e.g., Knowledge graph, Data vault modeling); lead change management programs to align executive stakeholders and build sustainable capabilities.

You will ensure growth of the Data Practice. Partnering with data and analytics industry leaders to create new AI, GenAI, and agentic-enabled capabilities. You will be building thought leadership by shaping the external dialogue on the future of data, developing reusable data transformation assets and accelerators in GenAI, agentic systems, and AI-powered governance. Finally, you will mentor and coach colleagues across disciplines.

Your Growth

Driving lasting impact and building long-term capabilities with our clients is not easy work. You are the kind of person who thrives in a high performance / high reward culture — doing hard things, picking yourself up when you stumble, and having the resilience to try another way forward.

In return for your drive, determination, and curiosity, we'll provide the resources, mentorship, and opportunities you need to become a stronger leader faster than you ever thought possible. Your colleagues—at all levels—will invest deeply in your development, just as much as they invest in delivering exceptional results for clients. Every day, you'll receive apprenticeship, coaching, and exposure that will accelerate your growth in ways you won't find anywhere else.

When you join us, you will have :

  • Continuous learning : Our learning and apprenticeship culture, backed by structured programs, is all about helping you grow while creating an environment where feedback is clear, actionable, and focused on your development. The real magic happens when you take the input from others to heart and embrace the fast-paced learning experience, owning your journey.
  • A voice that matters : From day one, we value your ideas and contributions. You'll make a tangible impact by offering innovative ideas and practical solutions. We not only encourage diverse perspectives, but they are critical in driving us toward the best possible outcomes.
  • Global community : With colleagues across 65+ countries and over 100 different nationalities, our firm's diversity fuels creativity and helps us come up with the best solutions for our clients. Plus, you'll have the opportunity to learn from exceptional colleagues with diverse backgrounds and experiences.
  • World-class benefits : On top of a competitive salary (based on your location, experience, and skills), we provide a comprehensive benefits package to enable holistic well-being for you and your family.

Your qualifications and skills

  • Education : Bachelor's degree required; advanced degree in data, AI, computer science, or related fields strongly preferred
  • Experience : 10-15+ years in senior data leadership roles (e.g., CDO, CDAO, Head of Data Architecture, Head of Data Governance, Consultants, Leaders of tech and data)
  • Track Record : Demonstrated success in developing enterprise-wide data strategies, policies, and governance frameworks; experience in delivering programs that drive measurable business value
  • Expertise in real-time data platforms, unstructured data management, and AI-driven governance solutions
  • Hands-on knowledge of GenAI and agentic system architectures and their application to enterprise data use cases
  • Mastery of data discovery, collaboration platforms (e.g., data exchange, integration), and governance tooling
  • Experience monetizing data assets and scaling data products across sectors
  • Client development : Ability to shape hypotheses into proposals, lead executive dialogues, and convert relationships into long-term impact
  • Change leadership : Skilled in orchestrating operating cadences, building cross-functional alignment, and driving cultural adoption
  • People leadership : Proven ability to lead diverse, multi-disciplinary teams and coach high-performing talent
  • Product / Tech Fluency : Comfortable working with engineering and product teams, knowledge of CRM, CDP, marketing automation, BI, and experimentation platforms
  • Mindset : Authoritative, pragmatic, and unafraid to advocate for what is best for the client and team
  • Travel : Willingness to travel as client needs require
  • Please review the additional requirements regarding essential job functions of McKinsey colleagues.

    Apply Now

    Apply Later

    FOR U.S. APPLICANTS : McKinsey & Company is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by applicable law.

    Certain US and Canadian jurisdictions require McKinsey & Company to include a reasonable estimate of the salary for this role. For new joiners for this role in Canada and / or the United States, including all office locations where the job may be performed, a reasonable estimated range is $243,000 - $249,000 in USD and $280,000 - $282,000 in CAD - to help you understand what you can expect. This reflects our best estimate of the lowest to highest salary for this role at the time of this posting, ensuring you have a clear picture right from the start, though it's important to remember that actual salaries may vary. Factors like your office location, your unique blend of experience and skills, start date and our current organizational needs all play a part in determining the final figure. Certain roles are also eligible for bonuses, subject to McKinsey's discretion and based on factors such as individual and / or organizational performance.

    Additionally, we provide a comprehensive benefits package that reflects our commitment to the wellness of our colleagues and their families. This includes medical, mental health, dental and vision coverage, telemedicine services, life, accident and disability insurance, parental leave and family planning benefits, caregiving resources, a generous retirement contributions program, financial guidance, and paid time off.

    FOR NON-U.S. APPLICANTS : McKinsey & Company is an Equal Opportunity employer. For additional details regarding our global EEO policy and diversity initiatives, please visit our McKinsey Careers and Diversity & Inclusion sites.

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