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Senior MLOps Engineer
vor 1 Woche
Role Overview:
We are seeking an experienced Senior MLOps Engineer to join our team at DevITjobs. This is a unique opportunity to shape our MLOps infrastructure, design, implement, and maintain scalable, automated, and reliable systems.
Key Responsibilities:
- Design, implement, and maintain MLOps infrastructure on GCP (Terraform, Pub/Sub, Vertex AI, CI/CD, GitHub Actions) for efficient training, serving, and monitoring of ML models.
- Act as a Subject Matter Expert for MLOps and infrastructure, setting best practices and guiding the team in deploying and maintaining ML models in production.
- Build and optimize CI/CD pipelines for seamless operations at scale.
- Work within the ML engineering team, focusing on productionizing ML models, optimizing inference pipelines, and ensuring long-term model stability.
- Serve as the bridge between the ML team and the software development team, ensuring smooth integration of infrastructure and ML workflows.
Requirements:
- 2+ years of experience with DevOps and MLOps concepts, ideally using GitHub workflows, with a strong focus on infrastructure scalability and automation.
- 5+ years of experience in data science or software engineering projects, with a particular focus on Deep Learning and Computer Vision, including deploying and maintaining ML models in production.
- Strong programming skills in Python, incl. clean/modular and production-ready code.
- Experience working with large data sets and building auto-scaling ML systems & MLOps.
- Ability to guide and mentor teams, assign tasks, and foster an environment of collaboration and efficiency.
Our Tech Stack:
- Infrastructure (GCP, Vertex AI, Cloud Run, Terraform, GPU, Docker, GitHub Actions, CI/CD)
- Python and computer vision libraries (e.g. NumPy, pandas, OpenCV, scikit-image)
- Frameworks associated with training and evaluation of image recognition tasks (PyTorch)
- Databases (SQL, BigQuery)
About Us:
We are noimos, a Zurich-based start-up harnessing the potential of ML, computer vision, and design to shake up the insurance industry and revolutionize the claims process. We are an independent subsidiary of one of the largest insurance groups in the world, AXA, enjoying many benefits that come with it. Our team is passionate about making a difference with our products and enjoying ourselves along the way. The challenges we tackle at noimos are diverse, demanding, and meaningful.
