Agentic AI Data Engineer

Mindlance is seeking a Senior AI Data Engineer to develop advanced AI-powered analytics and agentic systems specifically for manufacturing intelligence. The role involves building AI-driven data pipelines, developing agentic AI systems, and applying machine learning techniques to transform manufacturing data into actionable insights.

Responsibilities:

• Build and scale AI-driven data pipelines for structured & unstructured data
• Develop agentic AI systems with multi-step reasoning and automation
• Work with Claude LLMs (prompting, tool calling, structured outputs)
• Transform manufacturing & quality data (CAPA, complaints, service notes, PDFs) into insights
• Apply ML techniques like anomaly detection, clustering & predictive modeling
• Perform root cause analysis across quality and manufacturing datasets

Requirements:

• Build and scale AI-driven data pipelines for structured & unstructured data
• Develop agentic AI systems with multi-step reasoning and automation
• Work with Claude LLMs (prompting, tool calling, structured outputs)
• Transform manufacturing & quality data (CAPA, complaints, service notes, PDFs) into insights
• Apply ML techniques like anomaly detection, clustering & predictive modeling
• Perform root cause analysis across quality and manufacturing datasets
• Databricks
• Spark
• Python
• SQL
• Delta Lake
• LLMs (Claude)
• Azure
• SAP
• Salesforce
• TrackWise
• Power BI
• Speech AI tools