Senior ML Engineer: Data Platforms & Systems

Bodyarmor; Atlanta (GA); On-site; USD 171,000 - 198,000; Full time

Job summary

The Coca-Cola Company in Atlanta, GA seeks a Senior Data/ML Engineer to drive end-to-end ML capabilities for product experiences. You will lead model development, deployment, and governance, partnering with product, design, data science, and platform teams.

You will define data foundations, feature engineering, and scalable pipelines, while coaching engineers and raising standards for ML and data workflows across the organization.

Qualifications

• 6+ years of experience in ML engineering or data systems.
• Production ML/data experience with monitoring and retraining.
• Strong Python and SQL with production-grade practices.

Responsibilities

• Technical direction for an ML product domain and problem framing.
• Define event/feature foundations, training/serving consistency, and governance.
• Deploy and monitor models in production with latency and cost considerations.
• Establish data quality checks, drift detection, and runbooks for reliability.
• Mentor engineers and set reusable ML + data patterns across teams.

Skills

Python

SQL

MLOps

Data pipelines

CI/CD

Education

Bachelor’s degree in Computer Science or related field

Tools

PyTorch

TensorFlow

Spark

dbt

Airflow

Dagster

Docker

Kubernetes

Job description

The Coca-Cola Company in Atlanta, GA seeks a Senior Data/ML Engineer to drive end-to-end ML capabilities for product experiences. You will lead model development, deployment, and governance, partnering with product, design, data science, and platform teams.

You will define data foundations, feature engineering, and scalable pipelines, while coaching engineers and raising standards for ML and data workflows across the organization.