The following roles are considered upgraded versions or variations of existing roles in the AWS ecosystem with he introduction of AI prompt engineering :

1. AWS Prompt Architect: This role focuses on designing and architecting AWS Prompt solutions for customers. They work closely with customers to understand their requirements, design efficient data analysis workflows, and optimize the use of AWS Prompt services to meet specific business needs.
2. AWS Prompt Consultant: An AWS Prompt Consultant provides expert guidance and advice to customers on leveraging AWS Prompt effectively. They assess customer environments, identify opportunities for improvement, and offer recommendations on best practices, query optimization, and performance tuning.
3. AWS Prompt Developer: An AWS Prompt Developer specializes in developing custom applications, scripts, and integrations using AWS Prompt. They utilize AWS Prompt APIs and SDKs to create automated workflows, custom data analysis tools, and seamless integrations with other AWS services.
4. AWS Prompt Data Engineer: This role focuses on managing and optimizing data pipelines and workflows within AWS Prompt. They are responsible for data ingestion, transformation, and integration, ensuring efficient data processing and storage to support accurate and timely data analysis.
5. AWS Prompt Support Engineer: An AWS Prompt Support Engineer provides technical support and assistance to customers using AWS Prompt. They troubleshoot issues, resolve customer inquiries, and act as a point of contact for prompt-related technical problems, collaborating with customers and internal teams to deliver solutions.
6. AWS Prompt Operations Manager: This role oversees the operational aspects of AWS Prompt, ensuring smooth service delivery, high availability, and optimal performance. They monitor system health, manage capacity planning, and implement incident management and escalation processes to maintain a reliable AWS Prompt environment.
7. AWS Prompt Solutions Architect: An AWS Prompt Solutions Architect is responsible for designing end-to-end solutions that incorporate AWS Prompt within a broader AWS architecture. They collaborate with customers to understand their overall infrastructure requirements and design comprehensive solutions that leverage AWS Prompt for efficient data analysis.
8. AWS Prompt Trainer: An AWS Prompt Trainer specializes in providing training and education on AWS Prompt to customers, internal teams, and partners. They develop training materials, deliver workshops and webinars, and ensure that users have the knowledge and skills to effectively utilize AWS Prompt for their data analysis needs.

These roles reflect the specialization and expertise required in working with AWS Prompt specifically, enabling organizations to leverage the full potential of the service and deliver high-quality data analysis solutions to their customers.