Senior Ai Data Engineer
HCL Global Systems Inc
Hiring: Senior AI Data Engineer | Full-Time
Location: Princeton, NJ / NYC, NY – Hybrid
Experience: 10+ Years
✅ Visa: Visa-independent candidates only
We are looking for a Senior AI Data Engineer with strong hands-on experience in Data Engineering, AI/ML pipelines, Databricks, Spark, Python, and ML lifecycle management .
Key Responsibilities
- 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
Required Skills
✅ 10+ years of overall experience
✅ 5+ years of hands-on Data Engineering experience
✅ 2+ years working with AI/ML workloads
✅ Strong Python expertise
✅ Databricks, Apache Spark & distributed computing
✅ Strong understanding of ML lifecycle: training, deployment & monitoring
✅ Feature engineering and ML data pipelines
✅ MLflow / Model Registry / Experiment Tracking
✅ Strong SQL skills
✅ Experience with vector databases, embeddings & similarity search
✅ Understanding of data/model governance and AI security
⭐ Nice to Have
- Generative AI / RAG / Fine-tuning
- LangChain / HuggingFace
- MCP experience
- Azure ML / AWS SageMaker / Google Vertex AI
- Neo4j / Amazon Neptune / Knowledge Graphs
- AI explainability & interpretability
- ML A/B testing frameworks
- Databricks / AWS / Azure / GCP certifications
- Open-source ML contributions or publications
Interested candidates: Please DM me or share your updated resume.
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