Unknown Company

Senior AI Data Engineer

princeton, nj β€’ Posted 1 weeks ago
Hybrid Full Time Technology

πŸš€ Hiring: Senior AI Data Engineer | Full-Time

Location: Princeton, NJ / NYC, NY – Hybrid

Experience: 10+ Years

βœ… 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

β€’ Design and build AI/ML data pipelines for model metadata, data lineage, and performance tracking

β€’ Build scalable data infrastructure using Databricks & Apache Spark

β€’ Develop MCP servers and enable AI data distribution through MCP

β€’ Build feature engineering and data preprocessing pipelines

β€’ Implement MLflow for experiment tracking, model versioning, and model registry

β€’ Develop AI agent discovery, classification, and inventory workflows

β€’ Design knowledge graphs for AI model relationships, dependencies, and data lineage

β€’ Build real-time pipelines for model monitoring, drift detection, and performance tracking

β€’ Implement AI-specific data quality, governance, security, and compliance frameworks

β€’ Collaborate closely with Data Scientists, ML Engineers, and Architects


Required Skills

βœ… 10+ years of overall experience

βœ… 5+ years of hands-on Data Engineering experience

βœ… 2+ years working with AI/ML workloads

βœ… Strong Python expertise

βœ… Databricks, Apache Spark & distributed computing

βœ… Strong understanding of ML lifecycle: training, deployment & monitoring

βœ… Feature engineering and ML data pipelines

βœ… MLflow / Model Registry / Experiment Tracking

βœ… Strong SQL skills

βœ… Experience with vector databases, embeddings & similarity search

βœ… Understanding of data/model governance and AI security


⭐ Nice to Have

β€’ Generative AI / RAG / Fine-tuning

β€’ LangChain / HuggingFace

β€’ MCP experience

β€’ Azure ML / AWS SageMaker / Google Vertex AI

β€’ Neo4j / Amazon Neptune / Knowledge Graphs

β€’ AI explainability & interpretability

β€’ ML A/B testing frameworks

β€’ Databricks / AWS / Azure / GCP certifications

β€’ Open-source ML contributions or publications


Interested candidates: Please DM me or share your updated resume.


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Senior AI Data Engineer in princeton at Unknown Company

This position is listed as full time and hybrid.

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