Data Scientist — AI & ML for Predictive & Production Systems

The Member Company; Eindhoven; Hybrid; EUR 65,000 - 95,000; Full time

Job summary

The Member Company in Eindhoven, Netherlands, is seeking a Data Scientist to develop intelligent solutions from operational data. You will build ML and predictive models for process optimization, anomaly detection and predictive maintenance, and create Generative AI applications that reason across steps and interact with tools and data sources.

You will design RAG solutions using structured data, embeddings, knowledge graphs, and support multi-agent workflows with memory and human-in-the-loop

Responsibilities

• Developing machine learning and predictive models for process optimization, anomaly detection and predictive maintenance.
• Building Generative AI and Agentic AI applications that retrieve information, reason across multiple steps and interact with tools, APIs and data sources.
• Designing RAG solutions using structured data, documents, events, embeddings, vector/hybrid search and knowledge graphs.
• Developing multi-agent and tool-using workflows, including decision logic, memory orchestration and human-in-the-loop controls.
• Applying process mining, anomaly investigation and root-cause analysis to operational challenges.
• Exploring new use cases and assessing data availability, data quality and potential business value.
• Translating analytical results into actionable insights and recommendations together with domain experts and end users.
• Building reusable AI services and APIs that integrate with operational data and digital products.
• Productizing prototypes using solid software-engineering practices, including automated testing, CI/CD and observability.
• Supporting the deployment and integration of machine learning and AI solutions into production environments.
• Exploring new developments in Generative AI, machine learning, process mining and knowledge graphs, and translating promising technologies into practical applications.

Job description

The Member Company in Eindhoven, Netherlands, is seeking a Data Scientist to develop intelligent solutions from operational data. You will build ML and predictive models for process optimization, anomaly detection and predictive maintenance, and create Generative AI applications that reason across steps and interact with tools and data sources.

You will design RAG solutions using structured data, embeddings, knowledge graphs, and support multi-agent workflows with memory and human-in-the-loop