AI Solution Architect- expert level and fully global remote

As an AI Solution Architect at Cookpad, you will be primarily responsible for designing and implementing scalable AI architectures, particularly focusing on Generative AI solutions. You will utilize AWS services to architect AI/ML solutions while ensuring they meet security and compliance standards. Additionally, you’ll oversee development and deployment of intelligent bots and collaborate with various teams to stay updated with advancements in AI technologies.

To be successful in the AI Solution Architect role at Cookpad, you should have extensive experience, ideally over 7 years, with at least 3 years focused on AI/ML and Generative AI. Proficiency in Python, experienced in MLOps pipelines, and AWS cloud services is crucial. Familiarity with agentic AI frameworks and containerization technologies will also give you a significant edge in this position.

No, the AI Solution Architect role at Cookpad is a contract position initially set for a minimum of three months. However, the potential for extension may exist based on project needs and performance. We are looking to engage with candidates as soon as possible for this fascinating project!

The AI Solution Architect at Cookpad will work on the Moment product, which focuses on innovative cooking experiences through AI-driven personal coaching. You'll be designing and deploying Generative AI models, developing intelligent bots, and ensuring seamless integration with AWS services to enhance user experience across five different countries.

Cookpad embraces AI as a transformative tool to enhance home cooking experiences while integrating sustainability into its core directives. The company aims to leverage technology to promote a sustainable future in food through innovative solutions like Moment, combining personal coaching with AI advancements to support better cooking practices around the globe.

In answering this question, highlight your specific projects involving Generative AI. Discuss the models you've developed, your design philosophy, and the impact of these solutions on users. Emphasize understanding of how these experiences align with Cookpad's goals, particularly focusing on enhancing user experience through innovative technologies.

When responding, mention specific AWS services you have worked with, like SageMaker for model training or Lambda for serverless applications. Provide examples of how you implemented these services in a project, showcasing your ability to architect and deploy scalable solutions in cloud environments, which is essential for the role at Cookpad.

In your response, highlight best practices you follow for compliance and security, such as implementing data encryption, maintaining privacy standards, and regularly auditing AI models for adherence to policies. Discuss how these strategies would be applied to projects at Cookpad, demonstrating your awareness of the importance of these factors in AI development.

Explain your familiarity with MLOps pipelines, detailing how they streamline model training and deployment. Discuss past projects where MLOps played a vital role in maintaining efficient workflows, enhancing reliability and performance, and how this experience can contribute positively to Cookpad's AI initiatives.

Answer by discussing various optimization techniques such as hyperparameter tuning, model distillation, or utilizing specialized frameworks for model efficiency. Provide concrete examples where these methods improved performance in previous projects, aligning it with Cookpad's need for high-performance AI architectures.

Indicate your proactive approach to professional development, such as following AI research publications, attending conferences, or participating in online courses. Emphasize specific trends you've recently engaged with and how that knowledge can be beneficial to the innovative environment at Cookpad.

When addressing this question, narrate a specific challenge you encountered in a past project, outlining your problem-solving strategies. Emphasize teamwork, resourcefulness, and innovative thinking that led to successful AI solution development. This will reflect well on your analytical skills and alignment with Cookpad's approach.

In your answer, discuss the potential of AI in personalizing cooking experiences, enhancing sustainability, and facilitating user engagement in food tech. Touch on how Cookpad's initiatives align with these trends, showcasing your insights into the intersection of food innovation and AI technology.

Discuss your practical experience with Docker and Kubernetes, including specific projects where you've utilized these technologies for deploying AI solutions. Highlight your understanding of their importance in scaling applications and how this proficiency can benefit Cookpad's AI architecture endeavors.

Share your insights on the evolving landscape of Generative AI, particularly in enhancing user experiences in cooking applications. Discuss how you foresee incorporating advancements in AI into products like Moment to create personalized, engaging coaching experiences for users, illustrating your forward-thinking mindset that aligns with Cookpad's vision.