Beschreibung
Machine Learning Expert (m/w/d), Köln (remote 70-80%)Our customer is one of the biggest companies in the world. As a Machine Learning Expert (m/w/d) you are involved in a Data Science/Development Team which is programming a new application for a digital farming environment.
Duration: 6 month with option to extend
Location: Köln (Remote 70-80% possible)
Workload: 50-100 %
Start: ASAP
Task:
• New Development of AI/ML technologies for the Digital Farming (DF) solution
• Design and development of software architectures for AI/ML
• Development of a ML-as-a-service frameworks like AWS Sagemaker or Kubeflow
• Design and development of APIs and security Concepts
• Implementation based on the technical concepts within the DF IT and based on the functional and non-functional requirements of the DF solution
• Implement of the solutions throughout the entire life cycle from the development, tests and Deployment of the production, including documentation and code improvement
• Developing and implementation of Unit Tests
• Working in software developing teams with agile methods
Your Profil:
• Comprehensive understanding of AI / ML technologies with experience in using Pytorch, TensorFlow or others
• Comprehensive experience with ML-as-a-service frameworks like AWS Sagemaker or Kubeflow
• API-first design experience accounting for security, authentication/authorization, logging and usage patterns
• Good knowledge in API design standards and best practices like Swagger/OpenAPI 3.0, REST, JSON, Async API execution, API Gateways
• Comprehensive and hands-on experience with Amazon Web Services
• Fluency in SQL, RDBMS, data warehousing concepts and data pipelining
• Strong programming (Python, Java, Javascript, .NET) and scripting (Bash, Shell, PowerShell) skill set
• Strong container experience using technologies using Kubernetes, Docker and ECS
• Strong experience in building CI/CD pipelines for production
• Several years Experience with Data Science and Cloud
• Experience with production MLOps
• Knowledgeable in the SCRUM/Agile development methodology
• Demonstrated ability to work well in a cross-functional team environment
• Very good English language skills
Please send your application or your recommendation of a suitable colleague to
Mr. Dong Chen