A tailored course, built for your situation
Mastering PCI DSS for Tenured Data Engineers in Regulated Health Systems
Turn compliance requirements into accelerated delivery cycles with precision
$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.
Spending too many cycles translating policy into working data pipelines that pass audit scrutiny
The situation this course is for
Data engineers in regulated health systems often face repeated review loops when translating PCI DSS requirements into working pipelines. Ambiguous control mappings, unclear validation thresholds, and misaligned handoffs between security and engineering teams slow delivery and create rework. The cost isn't just time, it's lost momentum on high-impact projects.
Who this is for
Tenured Data Engineer in a regulated health system who owns ETL design, data pipeline compliance, and cross-functional alignment with security teams
Who this is not for
Junior data analysts, cloud administrators without pipeline ownership, or compliance auditors without engineering responsibilities
What you walk away with
- Map PCI DSS controls directly to data pipeline components with unambiguous traceability
- Reduce review cycles by 50% using predefined validation templates aligned to audit expectations
- Ship compliant pipelines faster by integrating control checks into CI/CD workflows
- Anticipate auditor follow-ups with documented design rationale for each control implementation
- Repurpose compliance artefacts across systems to compound delivery speed
The 12 modules (with all 144 chapters)
Module 1. Understanding PCI DSS in the Context of Data Engineering
Align PCI DSS scope with data pipeline architecture decisions and ownership boundaries.
12 chapters in this module
- Data flows in scope for PCI DSS compliance
- Defining system boundaries for audit readiness
- Mapping cardholder data movement across stages
- Role of logging and monitoring in detection
- Data retention and encryption thresholds
- Compliance ownership in cross-functional teams
- How ETL pipelines trigger PCI DSS requirements
- Common misinterpretations in data contexts
- Integrating compliance into design phase
- Documenting data lineage for auditors
- Data segmentation strategies to reduce scope
- Case example from health data environment
Module 2. Control Mapping for Data Pipelines
Translate 12 PCI DSS domains into specific technical requirements for ETL systems.
12 chapters in this module
- Mapping Requirement 1 to firewall configurations
- Identifying cardholder data in source systems
- Encryption standards for data at rest and in transit
- Authentication controls for pipeline jobs
- Logging requirements for data processing steps
- Vulnerability scanning in data environments
- Access control policies for ETL roles
- Secure development practices for data code
- Change management for pipeline updates
- Penetration testing data interfaces
- Maintaining compliance documentation
- Third-party data processor oversight
Module 3. Data-Centric Validation Framework
Build automated checks that validate compliance within pipeline execution.
12 chapters in this module
- Embedding control checks in pipeline code
- Configuring pre-execution validation gates
- Automated logging for audit trails
- Data masking at ingestion points
- Encryption key management patterns
- Session timeout enforcement in tools
- File integrity monitoring for data files
- Detecting unauthorised access attempts
- Monitoring for anomalous data exports
- Validating encryption implementation
- Automated report generation for review
- Version control for compliance scripts
Module 4. Accelerating Audit Readiness
Produce artefacts that satisfy auditor expectations without rework.
12 chapters in this module
- Preparing system diagrams for auditors
- Documenting control implementation evidence
- Generating network flow maps
- Creating role-based access summaries
- Compiling logging and monitoring reports
- Assembling encryption validation records
- Tracking vulnerability scan results
- Summarizing change management logs
- Preparing third-party assessment inputs
- Building timeline of compliance activities
- Anticipating follow-up questions
- Organising artefacts for handoff
Module 5. Compliance-Aware CI/CD Pipelines
Integrate compliance checks into automated deployment workflows.
12 chapters in this module
- Adding pre-commit hooks for policy checks
- Static code analysis for security flaws
- Gate conditions before promotion
- Automated scanning of data outputs
- Policy enforcement in staging environments
- Rollback criteria for compliance failures
- Integration with Jira for tracking
- Monitoring deployment compliance
- Enforcing encryption in transit
- Validating access controls post-deploy
- Versioning compliance configurations
- Audit trail for deployment events
Module 6. Designing for Minimal Review Cycles
Structure deliverables to pass review on first submission.
12 chapters in this module
- Including auditor rationale in design docs
- Pre-empting common control gaps
- Standardising evidence formats
- Using consistent terminology
- Attaching implementation examples
- Clarifying boundary assumptions
- Referencing official guidance
- Aligning with prior audit outcomes
- Highlighting automation coverage
- Showing traceability across layers
- Reducing ambiguity in artefacts
- Packaging outputs for reviewer workflow
Module 7. Cross-Functional Alignment Tactics
Streamline handoffs between engineering, security, and compliance teams.
12 chapters in this module
- Establishing shared control ownership
- Defining handoff checklists
- Aligning on control interpretation
- Scheduling alignment checkpoints
- Translating engineering work for auditors
- Documenting decisions for security review
- Incorporating feedback efficiently
- Standardising communication templates
- Resolving control disputes
- Maintaining version consistency
- Tracking action items across teams
- Building trust through transparency
Module 8. Reusing Compliance Artefacts Across Projects
Turn one-time work into repeatable assets.
12 chapters in this module
- Creating template control mappings
- Building standard validation scripts
- Documenting reusable design patterns
- Storing artefacts in shared repos
- Versioning compliance playbooks
- Adapting controls for new systems
- Leveraging prior auditor feedback
- Updating templates for changes
- Sharing best practices across teams
- Maintaining a compliance library
- Training new members from artefacts
- Reducing duplication across projects
Module 9. Advanced Encryption Strategies for Data Pipelines
Implement strong encryption without degrading performance.
12 chapters in this module
- Choosing encryption methods for data at rest
- Implementing TLS for data in motion
- Key rotation policies
- Secure key storage options
- Performance impact mitigation
- Data masking vs encryption
- Field-level encryption techniques
- Auditing encryption usage
- Validating implementation correctness
- Handling certificate renewals
- Compliance logging for keys
- Case study: encryption at scale
Module 10. Automating Audit Evidence Collection
Generate evidence automatically during pipeline execution.
12 chapters in this module
- Logging pipeline execution metadata
- Capturing configuration versions
- Recording input and output hashes
- Automating proof of controls
- Generating compliance reports
- Storing evidence in secure buckets
- Enabling time-based access
- Integrating with SIEM tools
- Validating completeness of logs
- Reducing manual evidence requests
- Scheduling evidence exports
- Maintaining chain of custody
Module 11. Sustaining Compliance Across System Changes
Maintain compliance posture during upgrades and migrations.
12 chapters in this module
- Assessing impact of schema changes
- Updating control mappings for new fields
- Reviewing third-party tool changes
- Validating security configurations
- Testing pipeline changes
- Updating documentation automatically
- Tracking compliance drift
- Alerting on policy violations
- Incorporating feedback loops
- Re-certifying after changes
- Maintaining audit trail
- Planning for future reviews
Module 12. Building the Self-Validating Pipeline
Design systems that prove compliance continuously.
12 chapters in this module
- Embedding control assertions
- Real-time compliance monitoring
- Automated alerting on drift
- Self-documenting system design
- Continuous validation workflows
- Integrating with audit platforms
- Reducing manual review burden
- Demonstrating compliance by default
- Improving team velocity
- Scaling across multiple systems
- Future-proofing with modularity
- Case example from health data pipeline
How this maps to your situation
- When starting a new pipeline in scope for PCI DSS
- During audit preparation cycles
- After receiving auditor feedback
- When onboarding new team members
Before vs. after
Before
Spending weeks translating PCI DSS requirements into pipeline designs, only to face rework during audit review
After
Shipping compliant pipelines faster with built-in validation and fewer review cycles
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: Approximately 3 hours per module, designed to fit around production work. Most learners complete the course in 6, 8 weeks at a pace of 1 module per week.
If nothing changes
Continuing to treat compliance as a separate phase creates bottlenecks, extends delivery timelines, and positions engineering as a cost center rather than an enabler of secure innovation in regulated environments.
How this compares to the alternatives
Unlike generic compliance courses, this is built specifically for tenured data engineers in regulated health systems. It doesn’t teach PCI DSS at a theoretical level, it teaches how to implement it correctly in ETL pipelines, reduce review cycles, and reuse artefacts across projects, exactly the capabilities needed to turn compliance from drag into velocity.
Frequently asked
Do I need prior PCI DSS experience to benefit?
No. The course is designed for tenured data engineers who understand pipeline design and are now tasked with meeting compliance requirements. It builds practical implementation skills from the ground up.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Is there a certificate of completion?
Yes. Upon finishing all modules, you’ll receive a certificate marking mastery of PCI DSS implementation in data engineering contexts.
$199 one-time. Approximately 3 hours per module, designed to fit around production work. Most learners complete the course in 6, 8 weeks at a pace of 1 module per week..
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