Physics AI Specialist - Multi-Physics & Digital Twins

McKinsey

Cleveland (OH)

On-site

USD 173,000 - 211,000

Full time

8 days ago

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Benefits offered by this job

Medical coverage

Dental coverage

Vision coverage

Retirement plan

Parental leave

Job summary

McKinsey & Company is seeking a scientist/engineer to advance physics AI for industrial clients. You will lead technical workstreams, build multi-physics simulations, digital twins, and ML models to deliver measurable impact on complex engineering challenges.

You will join the Scientific and Physical AI team within the Advanced Industries Sector, collaborating globally to translate computational insights into strategic solutions and work on HPC deployments to support client outcomes.

Qualifications

Advanced degree in computational mechanics, materials science, mechanical/aerospace/nuclear engineering, computational physics, or related field.
Proven ability to develop high-quality engineering or scientific code (Python/C++) and ML workflows.
Fluency with ML techniques, statistics, and data-driven decision making.
Experience with simulation, ML/AI, and data science in industrial contexts.
Strong organizational, communication, and independent task management.

Responsibilities

Lead technical workstreams on client engagements for physics AI and ML projects.
Build multi-physics simulation frameworks, digital twins, and surrogate models.
Apply physics-informed ML to real-world engineering problems and deploy tools on HPC.
Translate computational insights into strategic recommendations and client solutions.