Machine Learning Engineer
Há 1 mês
Be a Part of Our Data Science Team
Sixt, a leading global mobility service provider, is currently seeking a skilled Machine Learning Engineer to join their talented team. As a Machine Learning Engineer, you will be responsible for designing, developing, and maintaining state-of-the-art machine learning models and optimization solvers.
About the Job
- Develop and maintain a solid infrastructure within the Data Science team, focusing on DevOps processes and cloud technologies.
- Establish and extend tools to automate our Data Science Tech Stack, enhancing MLOps processes, including model deployment and data pipelines.
- Ensure a reliable and scalable deployment foundation for our Data Science ML models and algorithms, collaborating closely with other departments like cloud infrastructure.
- Collaborate effectively with stakeholders from other departments to achieve our business goals.
- Build and maintain infrastructure as code (IaC) using tools like Terraform to manage cloud resources.
- Make data science experiments production-ready, monitored, robust, and scalable.
Requirements
- Strong knowledge of cloud technologies, ideally in AWS.
- Solid coding skills in Python and experience with continuous integration/continuous deployment approaches.
- Experience with infrastructure as code (IaC), ideally Terraform, is a strong plus.
- Familiarity with containerization technologies such as Docker and ideally container orchestration systems such as Kubernetes.
- Ideally knowledge in operational deployment of machine learning applications.
- Ideally knowledge of data engineering, including data modeling, database systems, and ETL processes.
- Ideally experience with monitoring and logging tools to detect and diagnose issues in machine learning models and the infrastructure supporting them.
- Excellent communication and collaboration skills, with fluency in English and an appreciation for cultural diversity.
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