Senior Data Scientist, Predictive Maintenance & Asset Health

NOVELIS; Atlanta (GA); On-site; USD 120,000 - 190,000; Full time

Benefits offered by this job

Family Growth Programs

Employee Assistance Programs

Wellness Programs

Diabetes Management Program

Pet insurance

Identity Theft Protection

PerkSpot Discount Program

Tuition assistance and career dev

Job summary

Novelis is seeking a Senior Data Scientist (APM) to design, develop, and deploy data science and ML solutions for asset reliability and maintenance decision support across manufacturing operations. You will work with Operations, Reliability, Data Engineering, and AI Governance to translate industrial data into actionable insights and production-ready models.

This senior role emphasizes hands-on model development, staying within governance and roadmap constraints, and delivering reliable,

Qualifications

• Bachelor’s degree in a related field (Data Science, CS, Engineering, Statistics, etc.).
• 3+ years of experience in data science, ML, reliability analytics, predictive maintenance, or related analytics.
• Experience building analytical/predictive models with time-series, sensor, or maintenance data.
• Proficiency in Python, SQL, and common ML libraries; able to explain model outputs to diverse stakeholders.
• Strong analytical and communication skills with an interest in manufacturing, maintenance, or reliability.

Responsibilities

• Develop and deliver data science components of predictive maintenance and asset-reliability systems.
• Build, validate, and improve production-grade failure prediction models and anomaly detection methods.
• Apply statistical analysis and time-series modeling to industrial monitoring problems.
• Analyze sensor and maintenance data to identify asset behavior and opportunities to improve alert precision.
• Support model lifecycle management, testing, validation, and production troubleshooting.

Skills

Python

SQL

Time-series

Machine Learning

Data Visualization

Stakeholder Communication

Education

Bachelor’s degree

Tools

Databricks

Power BI

Azure

Docker

Kubernetes

Job description

Novelis is seeking a Senior Data Scientist (APM) to design, develop, and deploy data science and ML solutions for asset reliability and maintenance decision support across manufacturing operations. You will work with Operations, Reliability, Data Engineering, and AI Governance to translate industrial data into actionable insights and production-ready models.

This senior role emphasizes hands-on model development, staying within governance and roadmap constraints, and delivering reliable,