Principal AI Operations Engineer

North Chicago, IL, United Statesfull time

On Site

senior

H1B: yes

AbbVie Principal AI Operations Engineer at AbbVie will develop and configure AI/ML model registries, set up model drift detection, and design cloud architecture for ML and AI problems. The role involves creating reusable templates, CICD workflows, and enforcing code and data quality standards.

Responsibilities

Develop and configure model registries and experiment tracking.
Set-up model drift detection and observability patterns.
Create reusable templates and patterns for rapidly creating projects.
Create central CICD workflows across ML and AI projects.
Set-up and use Feature Stores and online feature serving.
Design cloud architecture to solve ML and AI problems.
Enforce code quality standards, data quality and ensure reproducibility and compliance.
Initiate and drive projects with minimal oversight and guidance.
Tools and skills you will use in this role:
AI platforms like Databricks or SageMaker
CICD Tools like GitHub Actions
Infrastructure-as-Code tools like Terraform

Qualification

Experience in ML/AI EngineeringExperience in advanced SQLExperience with Pharma data5+ years of experience in advanced SQL

Required

Bachelor's Degree with 9 years of experience; Master's Degree with 8 years of experience; PhD with 4 years of experience
Experience in ML/AI Engineering, Data Science, or AI Platform engineering
Experience in advanced SQL, Python, Spark, and a broad array of ML frameworks
Experience architecting with advanced analytics and data science platforms
Experience with data lakes like Iceberg or Delta
2+ years of experience with GenAI application development, LLM prompt engineering, LLM-based solution architecture

Preferred

Experience with Pharma data, including insights into commercial sales and field operations is a plus.
Consulting experience in ML/AI Engineering or Ai Platform domain.
5+ years of working experience in ML/AI Engineering, Data Science, or AI Platform engineering.
5+ years of experience in advanced SQL, Python, Spark, and a broad array of ML frameworks.
3+ years of experience with advanced analytics and data science platforms like Databricks.
3+ years of experience with data lakes like Iceberg or Delta.
3+ years of experience in developing and deploying solutions in a Cloud environment (AWS, Azure) with large datasets and with streaming data architectures.
3+ years of experience in using MLflow for model registry, experiment tracking, and model validation.

Benefits

Dental
Vision
401(k)
PTO

Company

AbbVie

View company page

10000+ employees

Pharmaceuticals

Founded 2013

Source: smartrecruiters

Active within the past hour

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