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Machine Learning Expert for Mobility Solutions
2 meses atrás
About the Company: SIXT is a leading global mobility service provider with a strong focus on innovation and customer experience. With a presence in over 110 countries and a fleet of 222,000 vehicles, we offer a unique opportunity to work with cutting-edge technology and make a real impact on the world of mobility.
Job Description: We are seeking a talented Machine Learning Engineer to join our Data Science team. As a key member of our team, you will design, develop and maintain state-of-the-art machine learning models and optimization solvers to improve business processes and customer experience. Your expertise in cloud technologies, DevOps processes, and MLOps will be crucial in ensuring the reliability and scalability of our deployment foundation.
Responsibilities:
- 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, working 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.
About SIXT: SIXT is a leading global mobility service provider with sales of €3.07 billion and around 9,000 employees worldwide. Our mobility platform ONE combines our products SIXT rent (car rental), SIXT share (car sharing), SIXT ride (cab, driver and chauffeur services), and SIXT+ (car subscription), giving our customers access to our fleet of 222,000 vehicles, the services of 1,500 cooperation partners, and around 1.5 million drivers worldwide. We are committed to providing a first-class customer experience and outstanding customer service, and we are looking for talented individuals to join our team and help us revolutionize the world of mobility.
