Consultancies

Research Science Analyst - Cleansheet Solution

at McKinsey & Company

Mid LevelNo visa sponsorshipData Science/AI/ML

Posted 6 days ago

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Compensation: Not specified INR
City: Chennai
Country: India

Join McKinsey's Cleansheet Solution as a Research Science Analyst in Chennai. You will develop detailed bottom-up cost models, break costs into drivers, and leverage curated cost databases and GenAI-enabled tools to accelerate data gathering and model creation. You will work across industries to deliver actionable cost transparency and support smarter design decisions, supplier negotiations, and portfolio optimization. You will codify insights into reusable models and collaborate with clients to automate data processes while ensuring accuracy and reliability.

Consulting

Research Science Analyst - Cleansheet Solution

Job ID: 105715

Chennai

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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

The Cleansheet Solution is McKinsey's cutting-edge, AI-powered platform designed to provide organizations with deep transparency into the cost structures of products and services.

In this role you will be breaking down costs into their core drivers—such as materials, labor, utilities, overhead, and carbon footprint—the platform empowers smarter design decisions, more effective supplier negotiations, and optimized portfolios.

You will be leveraging curated cost databases, advanced calculation engines, and expert-built models. Cleansheet delivers actionable insights across industries including automotive, electronics, pharmaceuticals, food, services, and capital projects. As a Research Science Analyst, you will develop detailed, bottom-up cost models, conduct rigorous research, and use GenAI-enabled tools to accelerate data gathering and model creation while ensuring accuracy and reliability.

In this role, you will be involved in codifying insights into reusable models, collaborating with clients to refine solutions, and automating data processes to maintain precision and efficiency. You will be combining technical expertise, innovative AI tools, and a deep understanding of manufacturing and procurement economics. The Cleansheet Solution drives cost transparency and optimization, enabling clients to achieve transformative, sustainable outcomes.

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, all while upholding our unwavering commitment to ethics and integrity. 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

Undergraduate or higher degree in Mechanical, Automotive, Industrial, Software Engineering or a related quantitative field, with strong academic record
2-4 years of industry experience in should-costing, cost engineering / purchasing / procurement analytics, manufacturing / operations engineering, or closely related cost transparency functions, data analysis and data automation
Strong analytical and quantitative problem-solving skills, including the ability to disaggregate complex cost structures, identify root causes and drivers, and propose optimization solutions
Proven experience building or using bottom-up cost models; familiarity with research-based modeling (e.g., process parameters, cycle times, material utilization, yields) is highly valued
Comfort working with digital tools and GenAI-enabled workflows, agentic networks, scripting code (e.g., Python), data automation, with a critical mindset toward data quality and model robustness
Proficient in reading engineering drawings and technical specifications. Hands-on experience with design tools (e.g., AutoCAD, Solidworks, Unigraphics, Catia etc.)

Please review the additional requirements regarding essential job functions of McKinsey colleagues.

Our unwavering commitment to integrity drives everything we do, guiding us to always act in the best interests of our clients, our people, and the communities we serve.

Capabilities

Operations

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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.

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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Job Skill Group - N/A
Job Skill Code - RSSA - Research Science Analyst
Function - Operations
Industry -
Post to LinkedIn - Yes
Posted to LinkedIn Date - Tue Feb 17 00:00:00 GMT 2026
LinkedIn Posting City - Chennai
LinkedIn Posting State/Province -
LinkedIn Posting Country - India
LinkedIn Job Title - Research Science Analyst - Cleansheet Solution
LinkedIn Function - Consulting
LinkedIn Industry - Management Consulting
LinkedIn Seniority Level - Associate

Your Impact

The Cleansheet Solution is McKinsey's cutting-edge, AI-powered platform designed to provide organizations with deep transparency into the cost structures of products and services.

Your Growth

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, all while upholding our unwavering commitment to ethics and integrity. 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

Undergraduate or higher degree in Mechanical, Automotive, Industrial, Software Engineering or a related quantitative field, with strong academic record
2-4 years of industry experience in should-costing, cost engineering / purchasing / procurement analytics, manufacturing / operations engineering, or closely related cost transparency functions, data analysis and data automation
Strong analytical and quantitative problem-solving skills, including the ability to disaggregate complex cost structures, identify root causes and drivers, and propose optimization solutions
Proven experience building or using bottom-up cost models; familiarity with research-based modeling (e.g., process parameters, cycle times, material utilization, yields) is highly valued
Comfort working with digital tools and GenAI-enabled workflows, agentic networks, scripting code (e.g., Python), data automation, with a critical mindset toward data quality and model robustness
Proficient in reading engineering drawings and technical specifications. Hands-on experience with design tools (e.g., AutoCAD, Solidworks, Unigraphics, Catia etc.)