Senior Machine Learning Engineer
vor 2 Wochen
BMG RIGHTS MANAGEMENT GmbH - Corporate is seeking an experienced Senior Machine Learning Engineer to join our team in Berlin. As a key member of our engineering team, you will be responsible for implementing and deploying machine learning models to address various business problems.
Key Responsibilities:- Implement and deploy machine learning models using various modeling approaches.
- Design and implement automated machine learning pipelines, including fully automated training and prediction processes.
- Apply MLOps best practices for model deployment, monitoring, and automation.
- Collaborate with cross-functional teams to champion the adoption of AI technologies that address business needs.
- Work with containerization technologies to streamline the deployment and management of ML models.
- Implement infrastructure-as-code using Terraform to ensure reproducible and scalable ML environments.
- Bachelor's or master's degree in Computer Science, Engineering, Mathematics, or a related field.
- Strong proficiency in Python and experience with deep learning frameworks, particularly PyTorch.
- In-depth understanding of various modeling approaches, Generative AI, and emerging architectures like Retrieval-Augmented Generation.
- Solid understanding of cloud computing concepts and experience with cloud platforms, preferably Google Cloud Platform (GCP).
- Familiarity with MLOps best practices and tools for model deployment, monitoring, and automation.
- Experience working with containerization technologies and container registries.
- Proficiency in designing and implementing automated machine learning pipelines.
- Experience with infrastructure-as-code, preferably Terraform.
- A modern office in the heart of Berlin and flexible options for remote work.
- Numerous benefits, including a free BVG job ticket, a reduced-price membership for Urban Sports, and discounts for Bertelsmann employees.
- Ongoing training opportunities on our internal platforms BMG Campus and Bertelsmann University.
- Long-term career opportunities for all employees.
- A collaborative work environment with an open, appreciative community of people who all share the same passion for working with artists and songwriters.
BMG is committed to providing equal employment opportunities for all employees. We value diversity in all forms and are committed to creating a truly inclusive work environment where everyone can thrive.
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