Senior Machine Learning Engineer - Generative AI (m/f)
Infos sur l'emploi
- Date de publication :03 octobre 2024
- Taux d'activité :100%
- Type de contrat :Durée indéterminée
- Lieu de travail :Jona
Die weltweit tätige Geberit Gruppe ist europäischer Marktführer für Sanitärprodukte und beschäftigt 11'000 Mitarbeitende in über 50 Ländern. Der Konzernhauptsitz befindet sich in Rapperswil-Jona in der Schweiz.
You will play a critical role in shaping the future of our AI-driven solutions and building up our AI Competence Center, working closely with cross-functional teams to integrate cutting-edge AI technologies into our sales, marketing and product development processes. In particular, this includes the following activities:
- Lead the design, development, and deployment of advanced machine learning models, focusing on generative AI to optimize product design and customer solutions
- Collaborate with product development, engineering, and data science teams to incorporate AI-driven insights into various processes
- Develop and implement scalable AI solutions that can be integrated into Geberit's product portfolio and manufacturing systems
- Mentor and guide junior engineers and data scientists, fostering a culture of learning and innovation
- Optimize machine learning pipelines for scalability and performance, ensuring robust deployment in production environments
- Contribute to the development of AI tools and frameworks that enhance the digital transformation of Geberit's business operations
You have a Bachelor's, Master's, or PhD in Computer Science, Engineering or Mathematics (or a related field) as well as 5+ years of experience in machine learning, with a focus on generative AI (e.g., GANs, VAEs, deep learning, etc.). Your skills and qualifications include:
- Proficiency in Python and experience with cloud platforms (AWS, GCP, Azure) as well as deploying machine learning models in production
- Demonstrated experience in data preprocessing, feature engineering, and model evaluation
- Experience in applying AI to CAD, BIM, or other design tools commonly used in construction and manufacturing is a plus
- Experience with MLOps and deploying AI models in a large-scale industrial environment
- Excellent problem-solving skills, with a collaborative approach to working in multidisciplinary teams
- Strong communication skills, capable of conveying technical concepts to non-technical stakeholders
Contact
Geberit AG