backend developer in manufacturing

Описание: Linde Material Handling manufactures forklifts, warehouse trucks, and high-performance solutions for intralogistics. Since 2006, it has been part of the KION Group and operates as a global company in an international environment.

Задачи:

• Design, build, and deploy innovative solutions in data analytics, machine learning, and generative AI for internal and external customers.
• Apply machine learning and generative AI models to build end-to-end solutions.
• Build MLOps on Azure and GCP and create CI/CD pipelines.
• Review AI models, refactor code, containerize applications, and manage deployment, versioning, and monitoring.
• Validate AI models and implement test automation and integration.
• Collaborate with data scientists, data engineers, business units, UX designers, and IT departments.

Требования:

• Completed studies in computer science, mathematics, physics, or a comparable field
• 3+ Years of professional experience
• Ability to design, implement, and maintain cloud-based AI applications on Azure and GCP, including performance and cost monitoring and optimization
• Strong experience developing end-to-end AI/ML solutions
• Ability to build data and MLOps pipelines
• Experience with MLOps frameworks such as MLflow and with Kubernetes
• Experience with Retrieval Augmented Generation (RAG) architectures and production monitoring using LLM Observability platforms such as Langfuse
• Ability to develop and deploy agentic AI solutions for complex workflow automation and autonomous decision-making using an agent framework such as ADK
• Excellent Python programming skills and familiarity with scikit-learn, PyTorch, TensorFlow, and related frameworks and libraries
• Strong conceptual and analytical skills
• Good communication skills
• High degree of initiative and solution orientation
• Fluent in English.

Условия:

• Attractive remuneration based on experience, skills, and development
• Extensive training in the area of responsibility
• Opportunity to participate in international projects and influence company IT development
• Flexible working hours
• Private health insurance
• Food allowance
• Support for employees with children with disabilities