A tailored course, built for your situation
Mastering PCI DSS for Senior Big Data Developers in Financial Services
Build a self-reinforcing data security practice that compounds across audits, integrations, and architecture reviews
$199 one-time
24-hour access provisioning
30-day money-back guarantee
Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
Stop rebuilding security documentation for every audit cycle
The situation this course is for
Every quarter, teams scramble to reconstruct control evidence from fragmented sources. Context is lost, reviewers chase versions, and developers are pulled out of flow to justify what should already be standardized. This cycle repeats across SOX, internal audits, and vendor reviews, draining time and diluting technical authority.
Who this is for
Senior data developer in financial services with ownership over data pipeline integrity and regulatory readiness, navigating frequent compliance touchpoints without dedicated compliance staff support
Who this is not for
Entry-level developers still learning data pipeline basics, or compliance analysts without technical implementation experience
What you walk away with
- Produce reusable, versioned control evidence packages for PCI DSS requirements
- Automate validation checks for data handling controls across environments
- Document and demonstrate secure data flows that survive team changes
- Reduce rework in audit preparation cycles by over 70%
- Position your technical work as the source of truth for compliance reviewers
The 12 modules (with all 144 chapters)
Module 1. Understanding PCI DSS Scope in Big Data Environments
Define which data pipelines and storage systems fall under PCI compliance based on cardholder data flow, avoiding over-scoping and technical debt.
12 chapters in this module
- Mapping cardholder data entry points in distributed systems
- Differentiating between transmission and storage in PCI scope
- Identifying proxy systems that inherit PCI obligations
- Common misclassifications in data lake architectures
- Defining boundaries between PCI and non-PCI zones
- Leveraging encryption to reduce PCI footprint
- Working with network teams on segmentation evidence
- Documenting scope assumptions for auditor review
- Updating scope maps during data model changes
- Handling third-party data processors in scope
- Validating scope exclusions with technical logs
- Maintaining scope documentation across versions
Module 2. Data Flow Mapping for Compliance Validation
Build clear, repeatable data flow diagrams that satisfy auditors and accelerate review cycles.
12 chapters in this module
- Choosing the right abstraction level for technical reviewers
- Using pipeline metadata to auto-generate flow maps
- Labeling transformation points in ETL processes
- Including error handling paths in compliance diagrams
- Showing encryption states across the data journey
- Versioning flow diagrams with pipeline deployments
- Aligning data flows with PCI requirement 1.2
- Using code comments to maintain diagram accuracy
- Integrating flow maps into CI/CD pipeline docs
- Automating annotation updates from schema changes
- Reviewing flow maps with application security teams
- Producing auditor-ready PDF packages from templates
Module 3. Encryption Standards for Data at Rest and in Transit
Implement cryptographic controls that meet PCI requirements without compromising performance.
12 chapters in this module
- Selecting approved cipher suites for data in transit
- Validating TLS versions across microservices
- Using HSMs for master key management
- Avoiding hardcoded keys in pipeline configuration
- Implementing envelope encryption for data at rest
- Rotating encryption keys without pipeline outages
- Logging key access without exposing secrets
- Auditing encryption configuration via IaC checks
- Enforcing encryption via schema validation rules
- Testing fail-closed behavior in test environments
- Documenting exception cases with security team
- Producing evidence for auditor sampling requests
Module 4. Access Control Design in Data Platforms
Design role-based access policies that meet PCI requirement 7 and support least privilege
12 chapters in this module
- Mapping job functions to data access entitlements
- Creating transient access for incident investigation
- Enforcing multi-person approval for elevated access
- Logging all access to cardholder data environments
- Implementing time-bound access tokens
- Reconciling access logs with IAM systems
- Using attribute-based access in fine-grained policies
- Integrating access reviews with HR offboarding
- Detecting anomalous access patterns
- Generating access attestation reports
- Aligning with SOX access requirements
- Building self-service access request workflows
Module 5. Secure Configuration of Big Data Infrastructure
Ensure cluster, node, and service configurations meet PCI requirement 2 and 2.2
12 chapters in this module
- Hardening OS templates for data nodes
- Disabling default accounts in distributed systems
- Setting secure baseline configurations
- Using configuration management tools
- Validating settings via automated checks
- Managing secure software versions
- Applying security patches without downtime
- Documenting configuration exceptions
- Enforcing configuration policies
- Testing secure defaults in staging
- Generating configuration compliance reports
- Responding to configuration drift alerts
Module 6. Vulnerability Management in Data Systems
Integrate scanning and remediation into development workflows for PCI requirement 6
12 chapters in this module
- Scheduling regular vulnerability scans
- Prioritizing findings in data infrastructure
- Integrating scanners into CI/CD pipelines
- Validating remediation with retesting
- Managing false positives in big data tools
- Tracking vulnerabilities across environments
- Documenting risk acceptance decisions
- Using threat intelligence for context
- Escalating critical findings to operations
- Producing remediation timelines
- Aligning with internal security teams
- Reporting status to compliance reviewers
Module 7. Logging and Monitoring for Audit Readiness
Design logging systems that satisfy PCI requirements 10 and 10.2
12 chapters in this module
- Identifying systems that require logging
- Defining log content for access events
- Protecting logs from tampering
- Centralizing log collection
- Setting retention periods
- Automating log review tasks
- Detecting suspicious activity
- Correlating logs across systems
- Producing audit trails
- Validating log integrity
- Generating sampling reports
- Responding to log requests
Module 8. Change Management for PCI-Compliant Systems
Implement controls for requirement 6.4 to track changes in production environments
12 chapters in this module
- Defining change review processes
- Requiring peer review for deployments
- Documenting change purposes
- Enforcing deployment windows
- Validating backout plans
- Using version control for changes
- Automating change approvals
- Tracking emergency changes
- Reviewing changes after implementation
- Integrating with ticketing systems
- Generating change reports
- Auditing change compliance
Module 9. Building Reusable Compliance Evidence Packages
Create standardized documentation that satisfies multiple compliance frameworks
12 chapters in this module
- Identifying common evidence needs
- Designing modular documentation
- Versioning evidence artifacts
- Using templates for consistency
- Automating evidence generation
- Validating completeness
- Storing evidence securely
- Granting auditor access
- Updating evidence efficiently
- Linking evidence to controls
- Producing executive summaries
- Maintaining evidence repositories
Module 10. Integrating PCI Controls into CI/CD Pipelines
Automate compliance checks to reduce manual effort and errors
12 chapters in this module
- Identifying automatable controls
- Building policy-as-code checks
- Integrating with build systems
- Failing builds on critical violations
- Reporting status to teams
- Managing false positives
- Updating checks with policy changes
- Documenting automation scope
- Auditing automated decisions
- Training teams on failures
- Scaling across projects
- Measuring effectiveness
Module 11. Working Effectively with Internal Audit Teams
Streamline review cycles by providing clear, complete documentation
12 chapters in this module
- Understanding auditor needs
- Preparing for audit cycles
- Providing timely responses
- Clarifying technical details
- Using visual aids
- Scheduling walkthroughs
- Addressing findings
- Tracking remediation
- Improving over time
- Building relationships
- Sharing improvements
- Reducing follow-up requests
Module 12. Sustaining Compliance in Evolving Data Architectures
Adapt controls as systems change without losing continuity
12 chapters in this module
- Assessing impact of changes
- Updating documentation
- Revalidating controls
- Communicating changes
- Training teams
- Phasing implementation
- Testing in staging
- Monitoring post-deployment
- Updating evidence
- Reporting status
- Learning from incidents
- Improving processes
How this maps to your situation
- Quarterly audit preparation
- New pipeline implementation
- Security incident response
- Platform migration
Before vs. after
Before
Rebuilding compliance documentation each quarter, reacting to auditor questions, and justifying controls from memory
After
Maintaining a living library of evidence that evolves with your systems and automatically satisfies reviewers
What's included with your purchase
- 12 modules with 12 chapters each (144 chapters)
- Downloadable templates and worked examples for every module
- Hand-built implementation playbook delivered alongside course access
- 30-day money-back guarantee
Delivery and format
- Course and learning environment access provisioned within 24 hours of purchase
- Hand-built implementation playbook delivered alongside course access
Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.
Time investment: 90 minutes on a Sunday, plus 30 minutes per week for implementation
If nothing changes
Continuing to rebuild compliance artifacts manually leads to burnout, inconsistent documentation, and increased risk of findings during audits , especially as data systems grow more complex and regulatory scrutiny intensifies.
How this compares to the alternatives
Generic compliance courses teach theory without technical depth. Internal training lacks continuity across team changes. This course gives you a proven, reusable system built for senior data engineers in financial services.
Frequently asked
Is this course technical enough for a senior developer?
Yes. Every module includes code snippets, configuration examples, and implementation details relevant to big data platforms in financial services.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will this help with SOX and other compliance requirements?
Yes. While the course focuses on PCI DSS, the evidence-building system applies to SOX, GLBA, and internal audit requirements.
$199 one-time. 90 minutes on a Sunday, plus 30 minutes per week for implementation.
Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.
30-day money-back guarantee·
144 chapters·
Hand-built playbook included·
Account access within 24 hours