[Hiring] LLM Integration & CI/CD Engineer @PwC

Role Description

As an AC - Senior LLM Integration & CICD Engineer, you will build, operate, and improve integrations and CI/CD pipelines supporting in-scope AI platforms and AI-enabled use cases. You will troubleshoot integration and deployment issues, implement secure and repeatable deployment patterns, coordinate release readiness with change governance, and drive operational improvements to increase reliability and speed.

Key Responsibilities:

• Integration & Connector Engineering:
  • Design, build, and support API-based integrations and connectors across in-scope AI platforms and enterprise systems.
  • Troubleshoot integration failures and implement resilient patterns (retries, idempotency, error handling) with appropriate operational telemetry.
• CI/CD Pipeline Engineering & Operations:
  • Build and maintain CI/CD pipelines for in-scope AI workloads and supporting services, ensuring repeatable build, test, and deploy processes.
  • Operate deployment pipelines in alignment with client change governance, ensuring safe promotion through environments and strong rollback readiness.
  • Improve pipeline reliability and performance by reducing build failures, standardizing templates, and automating validation checks.
• Release Management & Operational Readiness:
  • Coordinate release readiness activities (deployment plans, rollback steps, runbooks, monitoring readiness) to reduce production risk.
  • Support change execution and post-release verification to confirm expected behavior, stability, and integration health.
  • Partner with incident command leadership during major events to restore service quickly for integration and deployment-related incidents.
• Secrets Management, IAM & Secure Delivery:
  • Implement and support secure secrets handling and access controls (least privilege) for pipelines, integrations, and service accounts.
  • Ensure deployment and integration patterns align to applicable security, privacy, and compliance requirements and approvals.
• Troubleshooting, Diagnostics & Incident Support:
  • Provide L2/L3 troubleshooting for pipeline and integration incidents; analyze logs, traces, and configuration to identify root causes.
  • Drive corrective actions to prevent recurrence, including changes to pipeline steps, configuration, monitoring, and documentation.
• Automation & Standardization:
  • Automate routine deployment and operational tasks to reduce manual effort and improve consistency (templates, reusable workflows, automated checks).
  • Promote standardized integration and deployment patterns to improve maintainability and reduce operational risk across supported workloads.
• Documentation & Knowledge Management:
  • Maintain integration documentation, pipeline runbooks, and troubleshooting guides; ensure knowledge assets stay current as platforms evolve.
  • Document operational boundaries, escalation paths, and common failure modes to improve support efficiency and onboarding.
• Stakeholder Collaboration & Governance Support:
  • Collaborate with platform owners, security teams, and service leadership to prioritize improvements and resolve cross-team issues.
  • Provide inputs to service reporting on pipeline health, integration incidents, recurring issues, and improvement progress.
• Quality, Controls & Operational Discipline:
  • Follow defined operational processes (incident, request, change) and maintain high-quality ticket hygiene and documentation discipline.
  • Proactively identify risks and control gaps in delivery processes and propose mitigations to improve safety and reliability.
• Continuous Improvement:
  • Identify opportunities to improve developer experience and time-to-release while maintaining strong controls and operational reliability.
  • Contribute to continuous improvement planning by proposing backlog items, estimating effort, and supporting delivery of operational enhancements.

Qualifications

• Bachelor’s degree in Computer Science/IT or relevant field (Master’s or relevant certifications preferred)

Requirements

• Strong experience with CI/CD tools and DevOps practices, including building and operating deployment pipelines for enterprise services.
• Hands-on experience designing and supporting API integrations and connectors, including troubleshooting and operationalizing integration health.
• Working knowledge of IAM and secrets management patterns, and experience implementing secure delivery practices (least privilege, approvals, controls).
• Experience operating within ITIL-aligned processes (incident, change) and coordinating releases with governance and operational readiness.
• Preferred: experience with enterprise ITSM and operational tooling (e.g., client ITSM and monitoring tools; ServiceNow), CI/CD platforms (e.g., GitHub Actions, Azure DevOps, Jenkins), infrastructure automation (e.g., Terraform), and cloud services (AWS). Familiarity with GenAI services (AWS Bedrock, OpenAI/ChatGPT Enterprise) is desirable. AWS certifications are highly preferred.

Benefits

• Comprehensive health insurance
• 401(k) with company match