Join our dynamic team as an AI Engineer specializing in MLOps. This role focuses on ensuring the smooth operation and deployment of machine learning applications within on-premises environments.

We are seeking an individual with a strong background in systems engineering and a passion for making machine learning models production-ready. You will play a critical part in the entire ML lifecycle, from deployment to ongoing maintenance and optimization.

This is an exciting opportunity to work with cutting-edge technologies and contribute to innovative AI solutions. If you thrive in a collaborative environment and are adept at solving complex technical challenges, we encourage you to apply.

Key responsibilities include maintaining and supporting ML applications on Windows and Linux servers, managing Kubernetes clusters for ML workloads, and collaborating with data scientists for efficient model deployment.

You will implement monitoring solutions like DataDog, debug production issues using Python, and automate operational tasks to enhance system reliability. Ensuring security, performance, and availability best practices for ML applications is paramount.

Additionally, you will be responsible for documenting system architecture and processes, creating guides for deployment and troubleshooting, and contributing to CI/CD pipelines for ML applications.

Ideal candidates possess proven experience with Windows and Linux production servers and hands-on Kubernetes/Docker cluster management. A strong command of Python programming for developing robust solutions is essential.

Deep understanding of ML workflows, model training, frameworks, and evaluation is required, alongside practical experience in ML deployment and model serving pipelines. Familiarity with monitoring tools like DataDog and debugging complex distributed systems is crucial.

Experience with CI/CD for ML, AWS cloud platforms, and a background in Site Reliability Engineering or DevOps are highly valued. Excellent problem-solving, attention to detail, and communication skills are necessary for success in this role.