Physics‑Driven AI Specialist: Multi‑Physics & ML

McKinsey; Atlanta (GA); On-site; USD 173,000 - 211,000; Full time

Job summary

McKinsey & Company in the United States is seeking a technically oriented scientist to advance physics-informed AI across industrial clients. You will lead technical workstreams, build multi-physics simulation frameworks and digital twins, and deploy scalable production tools on HPC infrastructure.

The role requires an advanced degree and strong coding in Python and C++, with ML and data science expertise. You will translate complex insights into actionable guidance, collaborate across teams,

Qualifications

• Advanced graduate degree (MS or PhD) in a relevant field.
• Experience developing high-quality engineering or scientific code (Python or C++).
• Fluency with statistical sampling, ML, and data science techniques.

Responsibilities

• Lead technical workstreams on client engagements.
• Develop multi-physics simulation frameworks and digital twins.
• Create surrogate and machine learning models for engineering problems.
• Translate computational insights into strategic client recommendations.

Skills

Python

C++

Machine learning

Data science

Education

MS or PhD in computational mechanics

Materials science

Mechanical/Aerospace/Nuclear engineering

Computational physics

Tools

PowerPoint

Excel

HPC frameworks

Job description

McKinsey & Company in the United States is seeking a technically oriented scientist to advance physics-informed AI across industrial clients. You will lead technical workstreams, build multi-physics simulation frameworks and digital twins, and deploy scalable production tools on HPC infrastructure.

The role requires an advanced degree and strong coding in Python and C++, with ML and data science expertise. You will translate complex insights into actionable guidance, collaborate across teams,