Head of DevOps & MLOps - Remote (PH)

As the Head of DevOps & MLOps at Theoria Medical, you will define and implement the overall strategy for these vital functions. Your duties will include establishing best practices for CI/CD, managing deployment pipelines, ensuring compliance with security standards, and overseeing site reliability to keep systems high-performing. Moreover, you'll lead and mentor our talented teams, focusing on collaboration and continuous improvement to drive successful outcomes.

To qualify for the Head of DevOps & MLOps position at Theoria Medical, candidates should possess a Bachelor's or Master's degree in Computer Science, Engineering, or a related field. Furthermore, the ideal candidate will have at least 10 years of hands-on experience in DevOps or engineering roles, including 5 years in leadership, demonstrating deep knowledge of CI/CD pipelines, cloud infrastructure, containerization, and MLOps practices.

Theoria Medical promotes a flexible, fully remote work environment for the Head of DevOps & MLOps position. You can work from anywhere in the world, enjoying the benefits of a remote role without the inconvenience of commuting. We ensure that you have the necessary resources and tools to perform your job effectively, enabling you to focus on driving strategic initiatives and achieving operational goals.

As the Head of DevOps & MLOps at Theoria Medical, you will enjoy a comprehensive benefits package which includes competitive compensation up to PHP 315,000, performance-based bonuses, generous paid time off, a 13th-month pay bonus, and comprehensive health care coverage. We believe in taking care of our employees while you focus on delivering exceptional results.

In the Head of DevOps & MLOps role at Theoria Medical, you will engage with a variety of advanced tools and technologies. These include CI/CD tools, cloud services like AWS, Azure, or GCP, containerization technologies such as Docker and Kubernetes, and infrastructure as code tools like Terraform. Additionally, you will work with machine learning workflows and model performance monitoring tools to drive operational improvements.

In answering this question, highlight your understanding of both DevOps and MLOps concepts. Discuss how you would align these strategies with business objectives, implement CI/CD pipelines, ensure security compliance, and enhance communication between teams. Mention your approach to continuous integration and deployment and any specific tools you would advocate for.

Use this question to illustrate your leadership experience. Talk about previous roles where you guided cross-functional teams, focusing on how you cultivated collaboration and productivity. Provide examples of successful projects that emerged from your leadership and emphasize your ability to communicate across different departments effectively.

Identify common MLOps challenges such as model deployment, versioning, and monitoring. Discuss how you'd approach these by advocating for the use of specific tools, promoting a culture of communication, and establishing best practices for managing machine learning models. This showcases your problem-solving skills and deep understanding of MLOps.

Respond with strategies you employ, such as attending industry conferences, participating in online forums, subscribing to relevant publications, and engaging with professional communities, to stay abreast of the latest trends and innovations in DevOps and MLOps. This demonstrates your commitment to continuous learning and professional development.

This is your chance to showcase your achievements. Provide a specific instance where you implemented a DevOps initiative that resulted in measurable success, discussing the project, your role, the strategies employed, challenges faced, and the outcomes. Ensure to emphasize what you learned and how it can apply to Theoria Medical.

Discuss your approach to creating secure pipelines and ensuring compliance, focusing on the importance of integrating security into the development lifecycle. Mention any specific frameworks, tools, or best practices you would advocate for to ensure ongoing compliance and security within your processes.

Share key metrics such as deployment frequency, change lead time, mean time to recovery, and customer satisfaction rates as critical indicators of success. Discuss how you would implement a system for tracking these metrics and how they align with improving operational efficiency and team performance.

Highlight your experience working with cloud providers like AWS, Azure, or GCP. Discuss specific projects or roles where you leveraged cloud technologies to streamline DevOps processes and improve scalability or performance. This shows your technical acumen and hands-on experience with essential tools.

Discuss your mentoring philosophy, emphasizing the importance of knowledge sharing and hands-on training. Outline specific approaches you would take, such as conducting workshops, providing resources, encouraging participation in community events, and fostering an environment of open communication. This reflects your commitment to team development and growth.

Convey your thoughts on critical qualities such as leadership, strategic thinking, strong communication skills, adaptability, and a focus on continuous improvement. Provide examples of how these traits have impacted your work or the work of others positively. This gives insight into your leadership style and vision.