About this opportunity
HCL Global Systems Inc lists this Senior AI Data Engineer opportunity in princeton, New Jersey. Review the employer’s description below for duties, qualifications and application requirements.
Job description
Hiring: Senior AI Data Engineer | Full-Time
Location: Princeton, NJ / NYC, NY – Hybrid
Experience: 10+ Years
Visa: Visa-independent candidates only
Please read the information in this job post thoroughly to understand exactly what is expected of potential candidates.
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 / xxzpjkt 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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Worksite address
princeton, NJ, 08543, US
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.