Senior AI Data Engineer
Job in
Princeton, Mercer County, New Jersey, 08543, USA
Listed on 2026-10-19
Listing for:
HCL Global Systems Inc
Full Time
position Listed on 2026-10-19
Job specializations:
-
IT/Tech
Machine Learning/ ML Engineer, Data Engineering, AI Engineer (Applied/Software)
Job Description & How to Apply Below
Visa
Visa: Visa-independent candidates only
PositionSenior AI Data Engineer with strong hands-on experience in Data Engineering, AI/ML pipelines, Databricks, Spark, Python, and ML lifecycle management
.
- Design and build AI/ML data pipelines for model metadata, data lineage, and performance tracking
- Build scalable data infrastructure using Databricks & Apache Spark
- Develop MCP servers and enable AI data distribution through MCP
- Build feature engineering and data preprocessing pipelines
- Implement MLflow for experiment tracking, model versioning, and model registry
- Develop AI agent discovery, classification, and inventory workflows
- Design knowledge graphs for AI model relationships, dependencies, and data lineage
- Build real-time pipelines for model monitoring, drift detection, and performance tracking
- Implement AI-specific data quality, governance, security, and compliance frameworks
- Collaborate closely with Data Scientists, ML Engineers, and Architects
- 10+ years of overall experience
- 5+ years of hands-on Data Engineering experience
- 2+ years working with AI/ML workloads
- Databricks, Apache Spark & distributed computing
- Strong understanding of ML lifecycle: training, deployment & monitoring
- Feature engineering and ML data pipelines
- MLflow / Model Registry / Experiment Tracking
- Experience with vector databases, embeddings & similarity search
Understanding of data/model governance and AI security
- Neo4j / Amazon Neptune / Knowledge Graphs
- AI explainability & interpretability
- Open-source ML contributions or publications
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Position Requirements
10+ Years
work experience
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