Data Scientist, Customer Value & Generative AI

McKinsey & Company, Inc.; San Jose (CA); On-site; USD 150,000 - 210,000; Full time

Job summary

McKinsey & Company, Inc. seeks a data science professional to design, build, and deploy scalable ML models for customer value management and personalization.

You will adapt models to client needs, develop new algorithms, and curate high-quality data for advanced analytics. You will perform hyperparameter tuning, model validation, and efficiency optimization while collaborating with Data Engineers, PMs, and industry specialists to integrate models into client solutions and advance the CustomerOne

Qualifications

• Degree in Data Science, Computer Science, Statistics or equivalent experience preferred.
• Experience with cloud platforms (AWS/Azure/GCP) and Databricks is a plus.
• Experience with Generative AI tech including interfacing with foundational models (GPT-4).
• Familiarity with Spark, ibis, Docker, and analytics libraries (pandas, numpy, scikit-learn).
• Proven experience building and deploying ML models for advanced analytics.

Responsibilities

• Design, build, and deploy robust ML models for customer value management and personalization.
• Adapt and fine-tune models to deliver business value meeting client needs.
• Develop new algorithms to tackle emerging challenges and curate data.
• Perform hyperparameter tuning, model validation, and efficiency optimization.
• Collaborate with Data Engineers, PMs, and industry specialists to integrate models into client solutions.
• Take ownership of technical work streams and promote best practices in model development.
• Contribute to advancing the CustomerOne platform with cutting-edge AI technologies.

Skills

Python programming

Data science concepts

Hyperparameter tuning

Feature engineering

Model validation

Education

Degree in Data Science, Computer Science, or Statistics

Tools

AWS

Azure

GCP

Databricks

OpenAI GPT-4

Spark

ibis

Docker

pandas

numpy

scikit-learn

Python

Job description

McKinsey & Company, Inc. seeks a data science professional to design, build, and deploy scalable ML models for customer value management and personalization.

You will adapt models to client needs, develop new algorithms, and curate high-quality data for advanced analytics. You will perform hyperparameter tuning, model validation, and efficiency optimization while collaborating with Data Engineers, PMs, and industry specialists to integrate models into client solutions and advance the CustomerOne