Job
In this role, you design a robust data architecture, advance the Data & AI platform, and implement guidelines for machine learning and generative AI to enable data-driven solutions within the organization.
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Your role in the team
- As a Data & AI Architect, you shape the foundation for a data- and AI-driven organization.
- You develop a future-proof data platform and establish the architectural guardrails for the use of analytics, machine learning, and generative AI across the company.
- Application of architectural principles and methods to our Data & AI platform (Data Lakehouse).
- Ensuring a scalable and analytical data architecture in our data lakehouse.
- Further development of the existing platform into an integrated Data & AI platform (e.g., feature store, model management, vector databases).
- Defining guidelines for the data, analytics, and AI system architecture.
- Definition of architectural principles for machine learning, MLOps, and the use of generative AI (e.g., LLMs).
- Integration of AI services and components into the existing system landscape.
- Co-development and expansion of Data & AI Governance topics (e.g., data quality, model transparency, compliance).
- Review of implementation concepts for architectural consistency, scalability, and future readiness.
- Coordination of the provisioning of the required system environments (cloud-native).
- Specification for relevant technologies and platform components (Book of Standards).
- Technical designs to ensure the stable and high-performance operation of the data platform.
- Close coordination with IT, business departments, and management.
- Establishing the architectural foundation for data- and AI-driven use cases.
- Supporting data- and AI-driven innovation projects.
- Active involvement in the Data & AI strategy.
- Technical responsibility for the Data & AI architecture.
- Definition of architecture principles and standards for data and AI platforms.
- Ensuring integration between operational systems, data platforms, and AI components.
- Defining guardrails for implementing AI use cases in collaboration with Solution Architects.
- Support with make-or-buy decisions in the data and AI context.
- Contribute to the IT and technology strategy in the Data & AI area.
- Close collaboration with Data Engineers, ML Engineers, and Solution Architects.
Our expectations of you
Qualifications
- Very good understanding of data architectures (DWH, lakehouse, streaming).
- Knowledge of cloud and on-premises architectures.
- Basic understanding of IoT and production data.
- In-depth understanding of machine learning and analytical methods.
- Understanding of MLOps/LLMOps concepts (e.g., deployment, monitoring, lifecycle).
- Knowledge of modern AI platform components (e.g., feature stores, model registries, vector databases, embeddings).
- Basic understanding of Data & AI Governance and regulatory requirements.
- Ability to structure complex data and AI architectures in an understandable way.
- Architecture and documentation skills.
- Ability to assess technological developments in the data and AI landscape.
- Project management and coordination skills.
- Holistic thinking.
- Strong communication skills between IT and business departments.
- Strategic and sustainable planning.
- A high degree of personal responsibility.
- Openness to innovation and new technologies in the AI space.
Experience
- Experience with integration architectures and APIs.
- Experience with data modeling (e.g., dimensional, semantic).
- Experience or knowledge in the field of Generative AI and Large Language Models (LLMs).
What we offer
- Look forward to a secure, permanent position with a 35-hour workweek and 30 days of annual leave.
- With us, you benefit from fair and competitive compensation in line with the IG Metall collective agreement, including special payments.
- Whether you cycle to work with JobRad or work out with Wellpass/EGYM, we support your fitness and well-being.
- Our company cafeteria also offers you a balanced diet during your working day.
- Conveniently charge your electric car at our premises or use a public transport pass—we subsidize your eco-friendly commute throughout Germany.
- Plan for tomorrow today – we support your future with an attractive employer contribution.
- Your development matters to us.
- We support your personal and professional development with a wide range of opportunities.
- Actively shape the future!
- We are looking for employees who enjoy driving change and shaping our continued growth together with RENK.
Benefits
Health, fitness & fun
Topics you will work on
Job locations
About your employer
RENK Group AG, founded in 1873, is a leading company in drive technology based in Augsburg, Germany. It provides innovative solutions for various applications, including military vehicles.
- Established Company
- Onsite, Hybrid
- Engineering Industry
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