MLOps Engineer (f/m/div.)

Sobre a vaga

Collaborate on the MLOps strategy for our cloud environment, ensuring alignment with business objectives, security requirements, and best practices. You will work on the technical design of a MLOps platform that provides a self-service approach to the MLOps loop problems and implement robust security measures to protect sensitive data and ML models.

O que vais fazer

• Collaborate on the MLOps strategy for our cloud environment, ensuring alignment with business objectives, security requirements, and best practices
• Collaborate on the technical design of a MLOps platform that provides a self-service approach to the MLOps loop problems, such as data ingestion, feature engineering, model training, model validation, model deployment, model monitoring
• Develop and maintain comprehensive documentation for MLOps processes and infrastructure
• Design and implement Infrastructure as Code (IaC) solutions for provisioning and managing cloud resources using Terraform
• Implement robust security measures to protect sensitive data, ML models, and other artefacts
• Implement new functionalities while ensuring key non-functional properties of the model development toolchain, particularly reproducibility
• Implement monitoring dashboards and alerts to proactively identify and resolve MLOps platform issues
• Work closely with ML engineers, data scientists, software engineers, and infrastructure teams to deliver a high-quality MLOps solution
• Communicate effectively with stakeholders at all levels, including technical and non-technical audiences
• Stay up to date with the latest MLOps trends and technologies and adopt new approaches
• Participate in code reviews and contribute to the development of best practices

O que é pedido

• MSc or Ph.D. in Software Engineering, Computer Science, Data Science, Machine Learning, or a related field
• 3+ years of experience in MLOps, Data Engineering, DevOps, or similar roles
• Good understanding of the ML development process and model life cycle
• Good understanding of DevOps principles and practices
• Experience designing, implementing, integrating, and maintaining MLOps solutions or CI/CD pipelines
• Good scripting and automation skills with Python and Bash
• Experience with Azure services, and Microsoft Entra ID
• Good understanding of Terraform, GitHub Actions, and Kubernetes
• Basic understanding of Ansible
• Experience with GNU/Linux systems as key development environment
• Excellent problem-solving skills
• Effective communication skills, team player, and capable of collaborating across functional areas
• Proactive, customer and result-oriented personality
• Experience working in Agile/SAFe environments
• Fluent in English, written and spoken

O que é oferecido

• Challenges in an international environment
• career opportunities in one of the best companies in the world
• flexible hours
• medical services
• discounts for employees
• sports and health related activities
• canteen
• good access to public transports
• space for creativity
• Health Insurance
• Free Parking
• Supported employee car park on site, free bicycle parking in the courtyard, secure bicycle parking space for rent, e-bike charging stations
• company bike leasing, choice between a free ticket for core zone, a subsidized Klimaticket, or an employee parking space
• Flexitime and modern working time models ranging from part-time to job sharing, home office and incorporated window days off
• Training opportunities & Certifications
• Occupational health care and counselling by internal medical staff, free vaccinations, attractive health insurance, psychosocial and therapeutic counselling, personal health care, workshops and lectures on the subject of health
• company pension scheme from the 3rd year at Bosch
• Discounted purchasing conditions with us and our partner companies, subsidised cultural and leisure events
• Bosch Bus to direct connection Porto <> Bosch Braga
• Healthy and tasty meals at subsidised prices in our company restaurant and cafeteria, free coffee in our coffee kitchens

Resumo organizado por IA a partir do anúncio original. Confirma os detalhes no site da empresa.