A tailored course, built for your situation
Mastering SOC 2 for Senior Azure Data Engineers
Build compliance-ready data systems with full ownership of control decisions
$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.
Avoid last-minute control rework on high-stakes Azure projects
The situation this course is for
Engineers waste weeks re-architecting systems after audit teams flag control gaps, especially around data retention, access logging, and segmentation boundaries. The root issue? Compliance is treated as a downstream review, not a design-time decision.
Who this is for
Senior Azure Data Engineers at global systems integrators who own end-to-end data pipeline design and want full authority over compliance alignment decisions
Who this is not for
Junior engineers learning core Azure services, compliance auditors, or specialists focused only on non-technical control documentation
What you walk away with
- Decide which SOC 2 controls apply directly to your data architecture, no governance team approval needed
- Map encryption scope, access logging, and data retention rules into your design sprints
- Produce audit-ready artifacts as a byproduct of your normal delivery rhythm
- Justify control exclusions based on system boundaries you define
- Lead cross-functional alignment on control ownership across security, infrastructure, and data teams
The 12 modules (with all 144 chapters)
Module 1. SOC 2 in the Azure Data Lifecycle
Understand how SOC 2 intersects with data pipelines, storage tiers, and access gateways in Azure-native environments. Map control relevance to real project phases from sprint planning to production handoff.
12 chapters in this module
- How SOC 2 scope decisions are made at the architecture level
- Data classification thresholds that trigger control requirements
- When to exclude compute layers from SOC 2 boundary
- Integrating control mapping into sprint planning rituals
- Defining data retention rules in policy-as-code
- Encryption scope decisions for data at rest and in motion
- IAM roles that satisfy 'authorized access' controls
- Logging requirements for data access and modification
- Network segmentation rules for compliance boundaries
- How Terraform configurations can enforce control alignment
- Documenting control ownership in runbooks
- Audit evidence collection as a deployment outcome
Module 2. Control Ownership vs. Compliance Review
Distinguish between decisions you own technically versus those requiring external validation. Clarify where your authority ends and governance begins.
12 chapters in this module
- Decisions you can make without approval: encryption scope
- When to escalate control interpretation disputes
- Documentation standards that prevent rework
- Boundary decisions between data and application layers
- How to claim ownership of control mappings
- Responding to auditor findings without redesign
- Versioning control decisions alongside code
- Using peer review to reinforce compliance ownership
- Logging control decisions in change tickets
- Proving control consistency across environments
- Handling control overlaps with ISO 27001
- Maintaining control ownership post-deployment
Module 3. Data Access and Encryption Boundaries
Define where encryption applies, and where it doesn’t, based on data sensitivity, residency, and use case. Own the scope decision.
12 chapters in this module
- Classifying data types by compliance sensitivity
- Setting encryption rules for PII vs non-PII data
- Choosing between CMK and service-managed keys
- Defining key access policies in Azure Key Vault
- Logging all key access attempts for audit trails
- Segmenting encrypted data stores by team
- Documenting encryption scope exclusions
- Handling cross-region data replication securely
- Validating encryption in non-production environments
- Updating encryption policies after schema changes
- Auditing encryption compliance across pipelines
- Reporting encryption status to internal stakeholders
Module 4. Audit Trail Design for Data Pipelines
Build logging into data workflows so audit evidence is automatic, not an afterthought.
12 chapters in this module
- What data events must be logged for SOC 2
- Designing immutable logs in Azure Monitor
- Capturing user and service principal actions
- Tagging logs with control-specific identifiers
- Retention periods aligned with compliance needs
- Centralizing logs without breaching segmentation
- Automating log exports for auditor access
- Validating log completeness after pipeline runs
- Correlating logs across data and access layers
- Using Log Analytics for control-specific queries
- Responding to log gap findings
- Documenting logging design for auditor review
Module 5. Retention Rules and Data Lifecycle
Define how long data is kept, and justify deletions, based on compliance and operational needs.
12 chapters in this module
- Setting retention periods by data classification
- Automating data deletion via lifecycle policies
- Documenting exceptions for legal holds
- Aligning data retention with customer contracts
- Logging all data deletion events
- Handling backup copies in retention scope
- Proving data deletion to auditors
- Managing metadata retention separately
- Updating retention rules after schema changes
- Communicating retention policy to downstream teams
- Auditing compliance with retention rules
- Escalating conflicts between legal and ops
Module 6. IAM and Access Control Mapping
Map Azure role assignments to SOC 2 access controls and own the justification.
12 chapters in this module
- Defining least privilege for data pipelines
- Using Azure RBAC to enforce access tiers
- Mapping roles to control requirements
- Logging role changes for audit trails
- Handling emergency access without violating controls
- Time-bound access for contractors
- Reviewing access logs monthly for anomalies
- Integrating access reviews into CI/CD
- Documenting role ownership decisions
- Handling role conflicts with centralized IAM
- Justifying exceptions to access policies
- Reporting access compliance status
Module 7. Network Segmentation and Data Flow
Own the decision on which networks house compliance-sensitive data and how traffic flows are controlled.
12 chapters in this module
- Defining VNet boundaries for SOC 2 scope
- Using NSGs to enforce data flow rules
- Mapping data flows to control requirements
- Documenting segmentation decisions
- Logging all cross-segment data transfers
- Handling hybrid connectivity securely
- Validating segmentation in staging environments
- Updating network policies after changes
- Responding to network misconfiguration alerts
- Auditing segmentation compliance
- Escalating design conflicts with security team
- Reporting network compliance to leadership
Module 8. Change Management and Control Alignment
Integrate SOC 2 checks into deployment pipelines so changes stay compliant by default.
12 chapters in this module
- Adding control checks to pull request templates
- Automating control validation in CI/CD
- Requiring compliance sign-off before merge
- Logging all change decisions
- Handling emergency changes without violating controls
- Updating control mappings after refactors
- Using feature flags to manage control scope
- Validating control alignment in staging
- Rolling back changes that fail compliance
- Documenting change control decisions
- Auditing change history for SOC 2
- Reporting change compliance status
Module 9. Vendor and Third-Party Integrations
Decide when third-party services fall within or outside your SOC 2 boundary.
12 chapters in this module
- Assessing third-party compliance posture
- Defining data sharing boundaries
- Documenting third-party control reliance
- Handling API integrations securely
- Auditing third-party access to data
- Requiring SOC 2 reports from vendors
- Managing sub-processors in your scope
- Logging third-party data access
- Updating integrations after control changes
- Justifying control exclusions for SaaS tools
- Escalating vendor non-compliance
- Reporting third-party risk status
Module 10. Incident Response and Data Exposure
Own the detection and initial response to data incidents within your systems.
12 chapters in this module
- Defining what constitutes a data incident
- Setting up alerts for unauthorized access
- Logging all incident detection events
- Containing incidents without violating controls
- Documenting incident root cause
- Notifying compliance teams per protocol
- Preserving evidence for audit
- Updating controls after incidents
- Running post-mortems within engineering
- Auditing incident response compliance
- Reporting incident metrics to leadership
- Reducing false positives in detection
Module 11. Evidence Packaging for Auditors
Produce evidence packages that pass review the first time, because they were built into delivery.
12 chapters in this module
- What evidence auditors expect for each control
- Automating evidence collection from Azure logs
- Packaging evidence in auditor-friendly formats
- Versioning evidence with system releases
- Handling auditor follow-up questions
- Reducing evidence requests through clarity
- Using templates to standardize submissions
- Logging evidence generation for traceability
- Proving completeness of evidence sets
- Responding to deficiency findings
- Maintaining evidence across environments
- Reporting evidence readiness status
Module 12. Ownership Culture in Engineering Teams
Scale compliance ownership across your team so every engineer can make control decisions confidently.
12 chapters in this module
- Onboarding engineers to control ownership
- Creating internal documentation hubs
- Running peer reviews for control decisions
- Mentoring junior engineers on compliance
- Standardizing control patterns across projects
- Celebrating ownership wins in team meetings
- Tracking control maturity over time
- Reducing dependency on governance teams
- Building trust with auditors through consistency
- Sharing best practices across teams
- Maintaining ownership amid team changes
- Reporting team ownership maturity
How this maps to your situation
- Designing first-time-right SOC 2 compliant data pipelines
- Reducing rework from late-stage auditor findings
- Leading control ownership in cross-functional programs
- Justifying architecture decisions to compliance stakeholders
Before vs. after
Before
Waiting for governance teams to define compliance rules after architecture is built
After
Owning control decisions from day one, reducing rework and increasing delivery speed
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 per week over six weeks, with self-paced access to all materials
If nothing changes
Continuing to treat SOC 2 as a downstream gate risks repeated rework, delays in deployment, and diminished influence over architecture decisions that should be yours to make.
How this compares to the alternatives
Generic SOC 2 courses teach policy interpretation. This course teaches how to own control decisions technically, specific to Azure data engineering, so you don’t need to wait for compliance teams to catch up.
Frequently asked
Who is this course for?
Senior Azure Data Engineers who lead pipeline design and want full authority over how SOC 2 controls apply to their systems.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will I own actual SOC 2 decisions after this?
Yes, specifically: encryption scope, data retention rules, access logging design, and control boundary definitions in your deployments.
$199 one-time. 90 minutes per week over six weeks, with self-paced access to all materials.
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