Remote Lead AI Feature Engineer

Danaher Corporation; United States; Remote; USD 120,000 - 190,000; Full time

Job summary

Danaher’s DHR Enterprise AI Solutions team seeks a seasoned Data Scientist to engineer production-ready features from enterprise data, enabling scalable ML and AI solutions across Danaher’s operating companies. You will collaborate with AI scientists, engineers and product teams to deliver high-value feature assets and predictive capabilities.

You will design data exploration, feature generation and validation experiments, while establishing best practices for feature quality, lineage and

Qualifications

• Strong hands-on experience in Data Science, ML, feature engineering and predictive modelling for production ML solutions.
• Deep understanding of data preparation, feature extraction, dimensionality reduction and feature selection.

Responsibilities

• Discover, develop and maintain high-quality features from enterprise data to improve model performance and explainability.
• Design experiments for feature engineering and selection to identify meaningful signals and maximize outcomes.
• Build reusable feature data products and generation pipelines consumed across multiple solutions and companies.
• Establish best practices for feature quality, lineage, monitoring and lifecycle management.

Skills

Data Science

Feature Engineering

Python

SQL

Cloud

Tools

Cloud Platforms

Data Pipelines

Job description

Danaher’s DHR Enterprise AI Solutions team seeks a seasoned Data Scientist to engineer production-ready features from enterprise data, enabling scalable ML and AI solutions across Danaher’s operating companies. You will collaborate with AI scientists, engineers and product teams to deliver high-value feature assets and predictive capabilities.

You will design data exploration, feature generation and validation experiments, while establishing best practices for feature quality, lineage and