Job Description
🚀 Hiring: Senior AI Data Engineer | Full-Time
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📍 Location: Princeton, NJ / NYC, NY – Hybrid
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🕐 Experience: 10+ Years
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✅ Visa: Visa-independent candidates only
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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.
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🔹 Key Responsibilities
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• Design and build AI/ML data pipelines for model metadata, data lineage, and performance tracking
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• Build scalable data infrastructure using Databricks & Apache Spark
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• Develop MCP servers and enable AI data distribution through MCP
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• Build feature engineering and data preprocessing pipelines
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• Implement MLflow for experiment tracking, model versioning, and model registry
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• Develop AI agent discovery, classification, and inventory workflows
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• Design knowledge graphs for AI model relationships, dependencies, and data lineage
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• Build real-time pipelines for model monitoring, drift detection, and performance tracking
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• Implement AI-specific data quality, governance, security, and compliance frameworks
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• Collaborate closely with Data Scientists, ML Engineers, and Architects
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🔹 Required Skills
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✅ 10+ years of overall experience
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✅ 5+ years of hands-on Data Engineering experience
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✅ 2+ years working with AI/ML workloads
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✅ Strong Python expertise
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✅ Databricks, Apache Spark & distributed computing
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✅ Strong understanding of ML lifecycle: training, deployment & monitoring
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✅ Feature engineering and ML data pipelines
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✅ MLflow / Model Registry / Experiment Tracking
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✅ Strong SQL skills
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✅ Experience with vector databases, embeddings & similarity search
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✅ Understanding of data/model governance and AI security
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⭐ Nice to Have
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• Generative AI / RAG / Fine-tuning
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• LangChain / HuggingFace
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• MCP experience
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• Azure ML / AWS SageMaker / Google Vertex AI
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• Neo4j / Amazon Neptune / Knowledge Graphs
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• AI explainability & interpretability
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• ML A/B testing frameworks
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• Databricks / AWS / Azure / GCP certifications
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• Open-source ML contributions or publications
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📩 Interested candidates: Please DM me or share your updated resume.
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