Okay, I found several Platform Engineer roles focused on AI/ML within 1 hour of Columbus, OH. These positions are remote, require experience with AWS and Kubernetes, and are full-time. I've identified 56 positions that match your criteria.

Sure. Here's the analysis:

Job Analysis:

The Platform Engineer with an AI/ML focus is fundamentally tasked with designing, optimizing, and maintaining scalable infrastructures to support the lifecycle of machine learning models. This complex role demands not just technical proficiency in areas like cloud computing, automation, and coding but also a strategic mindset to align engineering efforts with the overarching AI/ML strategy of the organization. Responsibilities extend beyond merely implementing technology; the candidate must ensure data integrity through validation frameworks, establish version control governance, and support cross-functional teams in integrating AI/ML capabilities. Success in this role will be demonstrated through the ability to streamline operations, reduce bottlenecks in deployment processes, and enhance the overall efficiency of AI/ML implementations, requiring a deep engagement with both technical and collaborative aspects of the organization. Key challenges include navigating the intricacies of automated deployment workflows while remaining vigilant about security, as well as managing multiple projects concurrently in an Agile environment.

Company Analysis:

Central Point Partners (CPP), founded in 2012, is positioned as a notable player in the staffing and IT solutions industry with a commitment to connecting exceptional talent to reputable organizations. This company thrives on a personalized approach, implying a collaborative environment where understanding client needs and delivering innovative solutions are paramount. Such a culture might resonate well with candidates who value collaboration and responsiveness over rigid structures. The Platform Engineer role sits within a growth-oriented domain, as CPP seeks to strengthen its AI/ML offerings amidst evolving market demands. This strategic hiring indicates that the company is aiming to enhance its technical capabilities to meet client demands for advanced technology solutions. Moreover, there’s a notable emphasis on a proactive approach to service delivery, which suggests the importance of individual initiative and ownership in the role. The candidate can expect to engage with teams at various levels, contributing meaningfully not just to technical outputs but also to the company's vision for innovation.

Absolutely. Here are some mock interview questions that could come up:

• Tell me about a time when you successfully developed and implemented an automated solution for a workflow. What challenges did you face and how did you overcome them?
• Can you describe your experience with building data pipelines for machine learning projects? What tools did you use?
• Give an example of a situation where you had to troubleshoot an issue in a deployed application. What steps did you take to resolve it?
• How have you approached ensuring data security within your infrastructure deployments in past roles?
• How would you design a CI/CD pipeline for deploying an AI/ML model? What tools or frameworks would you use?
• Describe a scenario where you had to collaborate with cross-functional teams to integrate a new technology. What was your role and how did you ensure successful collaboration?
• Imagine you are tasked with optimizing a cloud-based AI/ML workload on AWS for better performance. What factors would you consider and how would you approach this task?
• If you encountered a significant anomaly in your AI/ML data validation process, how would you go about investigating and addressing it?
• Why are you interested in working at Central Point Partners, and how do you see yourself contributing to the company’s mission?
• How do your personal values align with the company culture at CPP, particularly around client-first innovation?
• What strategies do you employ to stay updated with the latest trends and technologies in AI/ML and platform engineering?
• How would you help cultivate a culture of transparency and ownership in a remote work environment?
• What questions do you have about the team I would be working with if hired?
• Can you explain the importance of writing clear SOPs and internal documentation? How have you implemented this in your previous roles?
• What specific metrics would you consider critical for assessing the success of deployment workflows?