Principal AI Data Engineer - MLOps & LLM Enablement

BioSpace; North Chicago (IL); Presencial; USD 140 000 - 200 000; Tempo integral

Resumo da oferta

AbbVie is seeking a Principal Data Engineer, AI Enablement, to design, develop, and maintain AI-ready data solutions across pharma value chains. You will collaborate with data engineers, data scientists, architects, and business analysts to advance core data capabilities and enable GenAI-driven insights.

You will operationalize ML models, integrate LLMs, and lead tech choices for graph databases and vector stores, while ensuring compliance with AbbVie policies.

Qualificações

• Bachelor's Degree with 8 years of experience; OR Master's Degree with 7 years of experience; OR PhD with 3 years of related work experience.
• Experience with MLOps, LLM integration, Data Agents, Agentic Memory and Graph RAG systems, text mining, and unstructured data processing.
• Experience designing and building data pipelines, ETL/ELT processes, and data models.
• Proficiency with Python, SQL, and distributed data processing frameworks such as Spark.
• Experience with CI/CD practices, data quality controls, governance, and security considerations.

Responsabilidades

• Collaborate with cross-functional team to understand requirements and deliver fit-for-purpose solutions.
• Design, develop, and maintain scalable AI-ready data solutions for diverse data sets to support pharma value chain.
• Design, develop, and maintain solutions involving the integration of LLMs for data mining, knowledge extraction, and automation of data-driven insights.
• Design, develop, and maintain solutions to operationalize machine learning models, including deployment and lifecycle management.
• Capture and interpret user requirements into expressive data models enabling graph analytics and GenAI integration.
• Research and recommend tools, frameworks, and platforms for graph databases, vector stores, and LLM integration including agent-based solutions.
• Provide technical leadership and advisory on emerging technologies in the AI data space.
• Ensure compliance with AbbVie software development lifecycle policies and procedures.

Conhecimentos

MLOps

LLM integration

Data Agents

Agentic Memory

Graph RAG

Text mining

Unstructured data

Python

SQL

Spark

CI/CD

Data governance

Security

Formação académica

Bachelor's Degree with 8 years experience; OR Master's with 7; OR PhD with 3

Ferramentas

Neo4j

Elasticsearch

Descrição da oferta de emprego

AbbVie is seeking a Principal Data Engineer, AI Enablement, to design, develop, and maintain AI-ready data solutions across pharma value chains. You will collaborate with data engineers, data scientists, architects, and business analysts to advance core data capabilities and enable GenAI-driven insights.

You will operationalize ML models, integrate LLMs, and lead tech choices for graph databases and vector stores, while ensuring compliance with AbbVie policies.