# Yochana — Lead Cloud DevOps Architect - AWS GenAI & Bedrock

## Posting metadata

- Initial evaluation: 2026-08-26 05:35:44 PM EDT
- Override package generated: 2026-08-26 08:36:47 PM EDT
- Original/canonical posting: https://www.linkedin.com/jobs/view/4457652189/
- Provider: LinkedIn
- LinkedIn job ID: 4457652189
- Work model/location: Remote — Jersey City, New Jersey / United States
- Posted: LinkedIn displayed approximately 23 hours old at evaluation
- Applicants: 32 applicants
- Compensation: Not disclosed
- Travel: Not disclosed
- Positioning track: Technical IC
- Fit outcome: FAIL — 82% weighted capability coverage under the normal gate; application package generated under Keith's explicit override

## Direct-match strengths

AWS Bedrock AgentCore, AWS architecture, CDK/IaC, CI/CD, DevSecOps, platform governance, observability, production operations, and client leadership.

## Overridden hard or material gaps

The normal gate failed because compensation is undisclosed for a Lead title and AWS Launchpad Framework is listed as a required primary skill but is unsupported. Terraform, GitHub Actions, and Jenkins are also not established as direct source-supported tools. Keith explicitly instructed the optimizer to ignore the failure and generate materials. The resume makes none of these unsupported claims; the cover letter addresses the tool gap directly and positions Keith's source-supported AWS CDK, CloudFormation, CI/CD, DevSecOps, and AWS-native automation experience as the adjacent foundation.

## Evidence map

1. AWS GenAI and Bedrock AgentCore — direct hands-on customer-service agent deployment evidence.
2. Cloud architecture and operations — direct 15-year AWS, production platform, resilience, monitoring, and incident-improvement evidence.
3. Infrastructure automation and CI/CD — direct AWS CDK, CloudFormation, CI/CD, DevSecOps, and deployment evidence.
4. Client and team leadership — direct AWS advisory, consulting, delivery governance, and distributed-team leadership.
5. AWS Launchpad Framework — unsupported mandatory primary skill.
6. Compensation — hard failure because it is undisclosed for a Lead title.

## Full normalized job description

Title: Lead Cloud DevOps Architect – AWS GenAI & Bedrock

Location: Jersey City, NJ- Remote

Experience: 12+ Years

Fulltime

Lead the industrialization and operationalization of AWS Bedrock and Agent Core platforms.

Design and implement scalable secure and production ready GenAI platform architectures.

Enable enterprise adoption of GenAI solutions through standardized deployment frameworks and reusable components.

Establish platform governance security controls monitoring and operational excellence practices.

Partner with business architecture security and engineering teams to accelerate GenAI use case deployment.

DevOps Platform Automation, design and implement CICD pipelines for GenAI applications and platform services.

Automate infrastructure provisioning using Terraform and AWS native automation tools.

Develop reusable Infrastructure as Code IaC templates and deployment accelerators.

Implement GitOps and DevSecOps best practices across all deployments.

Manage environment provisioning release management and configuration management processes.

Cloud Operations Reliability define monitoring observability logging and ing strategies for AI workloads.

Ensure platform availability performance scalability and resiliency.

Drive incident management root cause analysis and continuous improvement initiatives.

Optimize cloud resource utilization and support FinOps initiatives.

Client Leadership Responsibilities, Act as the primary DevOps lead for the engagement.

Collaborate directly with client stakeholders AWS teams architects and delivery leadership.

Provide technical leadership mentoring and guidance to offshore and onsite teams.

Contribute to roadmap planning risk management and delivery governance.

Required Technical Skills:

Primary Skills:

AWS Cloud Platform, AWS Bedrock, AWS Agent Core, AWS Launchpad Framework

DevOps Platform Engineering, Terraform, CICD Pipeline Engineering, GitHub Actions, Jenkins, Infrastructure as Code IaC, DevSecOps.

## Artifact metadata

- Resume: `Keith_Steward_Lead_Cloud_DevOps_Architect_AWS_GenAI_Bedrock_4457652189_Resume.pdf`
- Cover letter: `Keith_Steward_Lead_Cloud_DevOps_Architect_AWS_GenAI_Bedrock_4457652189_Cover_Letter.pdf`
- Resume validation: PASS — 2-page Letter PDF, 931 words, 9,047 bytes; every page visually inspected
- Cover-letter validation: PASS — 1-page Letter PDF, 250 words, 4,113 bytes; visually inspected
- Keyword diagnostic: 19 of 20 selected concepts represented, 95%; `risk management` was the only missing exact diagnostic phrase
- Active PDF contact hyperlinks, ATS extraction, 0.40-inch margins, content bounds, page flow, and public URLs validated
- Google Drive used: No