A tailored course, built for your situation
Mastering ISO 27001 for Senior Data Engineering Practitioners
Build compliance-ready data systems with confidence and clarity
$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 cycles reworking pipelines for audit readiness?
The situation this course is for
Data engineers often build robust systems only to face last-minute compliance rework. Audits expose gaps not because of poor engineering, but because control mapping wasn't integrated from the start. This creates rework, delays, and missed opportunities for recognition beyond the team.
Who this is for
Senior data engineer or analyst in financial services, with exposure to compliance frameworks and audit cycles. Works on pipelines, data models, or platform architecture. Values technical precision and wants their work to be seen and trusted at leadership level.
Who this is not for
Entry-level engineers, pure-play compliance officers without technical depth, or those not involved in data architecture decisions.
What you walk away with
- Structure data systems with built-in ISO 27001 control alignment
- Produce audit-ready documentation without rework loops
- Communicate compliance posture clearly to non-technical leaders
- Anticipate control requirements during design phase, not post-deployment
- Position yourself as the go-to practitioner for secure data delivery
The 12 modules (with all 144 chapters)
Module 1. ISO 27001 Core Principles for Engineers
Understand the framework's intent, scope, and how it intersects with data pipeline architecture. Learn to read the standard through an engineering lens.
12 chapters in this module
- What ISO 27001 really means for data teams
- Clause 4 in practice: Organizational context mapping
- Clause 5 essentials: Leadership and accountability roles
- Clause 6 focus: Risk assessment integration points
- Clause 7 breakdown: Documented information requirements
- Clause 8 deep dive: Operational controls in data systems
- Clause 9 explained: Monitoring and review touchpoints
- Clause 10 overview: Improvement loop triggers
- Annex A control categories at a glance
- How Annex A maps to data access patterns
- Control integration timing: Design vs deployment
- Common misalignments to avoid
Module 2. Data Pipeline Compliance Mapping
Map ISO 27001 controls directly to pipeline components: ingestion, transformation, storage, and delivery.
12 chapters in this module
- Identifying data flow boundaries for control scope
- Ingestion layer control points
- Transformation layer security touchpoints
- Storage layer encryption requirements
- Delivery layer access logging
- Data classification tagging integration
- Retention schedule alignment with controls
- Anonymization as a control enabler
- Audit trail generation points
- Pipeline monitoring for control validation
- Automated control checks in CI/CD
- Pipeline diagram as compliance artefact
Module 3. Control Documentation That Stands Up
Create clear, concise, and reusable compliance documentation tailored to engineering workflows.
12 chapters in this module
- Writing control narratives that engineers understand
- Evidence collection without disruption
- Version-controlled documentation repositories
- Linking code commits to control assertions
- Automated evidence generation strategies
- Diagrams that communicate control flow
- Using Jira for control tracking
- Integrating with Confluence for audit trails
- Template reuse across projects
- Maintaining living documentation
- Review cycle automation
- Sign-off workflows for distributed teams
Module 4. Secure Architecture Patterns
Implement proven design patterns that satisfy ISO 27001 while maintaining performance and scalability.
12 chapters in this module
- Zero-trust data access models
- Role-based access control design
- Attribute-based access control options
- Data lineage as a security control
- Secure API design for data services
- Encryption in transit and at rest
- Key management best practices
- Tokenization vs encryption decisions
- Masking strategies for non-production
- Environment isolation patterns
- Network segmentation for data layers
- Monitoring for policy drift
Module 5. Audit Preparation Without Panic
Prepare for audits proactively by embedding readiness into daily work.
12 chapters in this module
- Anticipating auditor questions early
- Building audit packets incrementally
- Common auditor requests by clause
- Evidence packaging standards
- Mock audit simulations
- Stakeholder interview preparation
- Defensible gaps: when and how to justify
- Prioritizing findings effectively
- Post-audit improvement tracking
- Turning findings into roadmap items
- Sharing audit outcomes across teams
- Celebrating successful audits
Module 6. Cross-Functional Collaboration
Work effectively with security, compliance, legal, and business teams without losing engineering velocity.
12 chapters in this module
- Speaking security's language
- Translating control requirements into tasks
- Handling compliance requests efficiently
- Setting boundaries on scope creep
- Escalation paths for unresolved items
- Joint control ownership models
- Regular sync rhythms with security
- Compliance as shared responsibility
- Conflict resolution on control interpretation
- Building trust with auditors
- Sharing wins across departments
- Creating feedback loops
Module 7. Automation of Compliance Checks
Use code and tooling to enforce controls continuously rather than periodically.
12 chapters in this module
- Identifying automatable controls
- Policy-as-code fundamentals
- Integrating Open Policy Agent
- Using HashiCorp Sentinel for pipelines
- Automated data classification
- Static analysis for control compliance
- Dynamic testing in staging
- Drift detection mechanisms
- Automated report generation
- Dashboarding control status
- Alerting on control violations
- Remediation workflow triggers
Module 8. Incident Response and Data Breaches
Align incident response procedures with ISO 27001 requirements for faster, auditable resolution.
12 chapters in this module
- Classifying data incidents by impact
- Notification timelines and obligations
- Forensic data preservation
- Chain of custody for digital evidence
- Internal reporting procedures
- External regulator communication
- Post-mortem documentation standards
- Lessons learned integration
- Breach simulation exercises
- Coordination with legal team
- Public statement alignment
- Control updates post-incident
Module 9. Vendor Risk in Data Ecosystems
Manage third-party risks when using external data sources, tools, or cloud services.
12 chapters in this module
- Assessing vendor data handling practices
- Third-party control validation
- Contractual clauses for compliance
- Right-to-audit provisions
- Subprocessor transparency
- Cloud provider responsibility matrix
- Shared control models
- Multi-cloud compliance strategies
- Data sovereignty considerations
- Exit strategy planning
- Due diligence checklists
- Ongoing vendor monitoring
Module 10. Continuous Improvement Loop
Institutionalize learning from audits, incidents, and changes to maintain long-term compliance health.
12 chapters in this module
- Measuring control effectiveness
- KPIs for compliance performance
- Feedback collection from stakeholders
- Root cause analysis techniques
- Change management for controls
- Versioning control frameworks
- Adapting to regulatory changes
- Benchmarking against peers
- Internal audit as improvement tool
- Celebrating compliance wins
- Knowledge transfer strategies
- Sustaining momentum over time
Module 11. Executive Communication Framework
Present technical compliance work in a way that resonates with leadership.
12 chapters in this module
- Translating controls into business value
- Risk language for executives
- Executive summary standards
- Dashboards for leadership review
- Presenting to non-technical stakeholders
- Avoiding jargon without oversimplifying
- Framing investment decisions
- Highlighting risk reduction
- Connecting to business objectives
- Building credibility over time
- Earning strategic trust
- Owning the narrative
Module 12. Implementation Playbook Integration
Apply everything into a unified, actionable plan tailored to your environment.
12 chapters in this module
- Customizing the implementation playbook
- Prioritizing initial controls
- Team onboarding strategy
- Toolchain integration plan
- Documentation repository setup
- Control mapping exercise
- Evidence collection schedule
- Stakeholder communication plan
- Pilot project definition
- Success metrics definition
- Review cycle establishment
- Scaling beyond pilot
How this maps to your situation
- New data platform rollout
- Upcoming external audit
- Regulatory scrutiny in financial services
- Post-merger systems integration
Before vs. after
Before
Building data systems that later require rework to meet compliance standards, with limited visibility beyond the immediate team.
After
Delivering compliance-ready systems from the start, with executive recognition and reduced audit friction.
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 3-4 hours per week over 4 weeks to complete all modules and apply templates.
If nothing changes
Continuing with ad-hoc compliance integration risks repeated rework cycles, delayed deployments, and missed opportunities for career growth through visible leadership contributions.
How this compares to the alternatives
Unlike generic ISO 27001 courses aimed at auditors or managers, this course speaks directly to data engineers and analysts, showing exactly how to integrate controls into pipelines, documentation, and delivery workflows without sacrificing velocity.
Frequently asked
Is this course focused on auditing or engineering?
It's designed for engineers who need to build compliant systems, not auditors evaluating them. It focuses on implementation, not examination.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Does this cover other frameworks like SOC 2 or PCI DSS?
The core focus is ISO 27001. However, the methods apply broadly, and comparisons to PCI DSS are included where relevant.
$199 one-time. Approximately 3-4 hours per week over 4 weeks to complete all modules and apply templates..
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