CMC Data Engineer II: AI/ML Data Pipelines

BioSpace; North Chicago (IL); On-site; USD 150,000 - 185,000; Full time

Benefits offered by this job

Medical/dental/vision insurance

Paid time off

401(k)

Job summary

AbbVie is seeking a highly technical Data Engineer within the PDST to design, build, and operate production-grade data pipelines powering AI/ML and analytics across CMC and manufacturing systems. You will harmonize data from MES, LIMS, QMS, ERP, and historians into trusted data assets used by data scientists and process engineers.

The role emphasizes data quality, governance, and scalable cloud-based platform improvements, aligning with GxP and 21 CFR Part 11 standards while enabling rapid

Qualifications

• Bachelor's or Master's degree in a technical field with hands-on data engineering experience.

Responsibilities

• Design scalable data ingestion pipelines connecting MES, LIMS, QMS, ERP, historians, and instrument data sources.
• Build connectors and integration layers for heterogeneous data formats and protocols.
• Support batch and real-time data patterns and ensure data reliability in production.
• Develop harmonized data models and ontologies for enterprise data.
• Deliver governed, reusable data products for AI/ML and analytics.

Skills

Data ingestion

Data modeling

ETL/ELT

Data quality

MLOps

Education

Bachelor's Degree in Computer Science or related

Master's Degree in related field

Tools

Python

SQL

dbt

Spark

Airflow

Databricks

Snowflake

AWS

Azure

GCP

Informatica

Talend

NiFi

Job description

AbbVie is seeking a highly technical Data Engineer within the PDST to design, build, and operate production-grade data pipelines powering AI/ML and analytics across CMC and manufacturing systems. You will harmonize data from MES, LIMS, QMS, ERP, and historians into trusted data assets used by data scientists and process engineers.

The role emphasizes data quality, governance, and scalable cloud-based platform improvements, aligning with GxP and 21 CFR Part 11 standards while enabling rapid