A tailored course, built for your situation
Mastering SOC 2 for Senior Data Engineers in Regulated Environments
Build defensible, accurate compliance outputs from day one with structured, audit-ready evidence workflows.
$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.
Avoiding rework in compliance audits by engineering correct outputs upfront
The situation this course is for
Data engineers often build systems that later fail audit scrutiny, not because of technical flaws, but because outputs lack the traceability, access logging, or control documentation that SOC 2 demands. This leads to last-minute scrambles, blame diffusion, and delays. The better path: engineer defensible outputs from the start.
Who this is for
Senior Data Engineer at a global services firm, responsible for data systems that must meet compliance standards. Works at the intersection of engineering and audit readiness. Values precision, clarity, and reliability in deliverables.
Who this is not for
Junior engineers learning fundamentals, compliance officers drafting policy, or DevOps specialists focused solely on deployment pipelines without compliance alignment.
What you walk away with
- Produce SOC 2-aligned data outputs that pass internal review cycles without revision
- Structure logging, access evidence, and control documentation as part of system design
- Anticipate auditor questions and embed answers directly into engineering workflows
- Deliver polished, defensible system artifacts that reflect higher-order understanding of compliance expectations
- Reduce time spent on audit prep by building compliance into first-pass implementations
The 12 modules (with all 144 chapters)
Module 1. SOC 2 Evidence Requirements for Data Systems
Understand exactly what SOC 2 auditors expect from data infrastructure , not policy abstractions, but concrete evidence types tied to real systems.
12 chapters in this module
- Identifying the five trust service criteria in data workflows
- Mapping data access logs to Availability and Security principles
- How data retention policies satisfy Confidentiality requirements
- Proving processing integrity through pipeline monitoring
- Customer data handling as a Privacy control input
- Distinguishing between evidence and assertion in audit responses
- Common gaps in data engineer-led SOC 2 submissions
- How auditors evaluate technical documentation for completeness
- Designing for evidence, not just functionality
- The role of timestamps, user IDs, and action verbs in log entries
- Why system diagrams matter in control demonstration
- Embedding audit readiness into data model documentation
Module 2. Designing Systems That Generate Audit-Ready Outputs
Build data pipelines and storage layers that automatically produce compliant evidence without post-hoc reconstruction.
12 chapters in this module
- Structuring ETL processes to capture control-relevant events
- Including control metadata in schema design
- Automating evidence generation with pipeline tags and labels
- Versioning data structures for audit traceability
- Logging authentication events at data access points
- Capturing configuration changes as compliance artifacts
- Using schema evolution tracking to demonstrate control stability
- Designing idempotent workflows to ensure processing integrity
- Instrumenting retry mechanisms with audit context
- Enabling read-replica access without bypassing controls
- Validating data provenance at ingestion time
- Documenting data lineage as a built-in pipeline output
Module 3. Access Controls and Identity Management in Data Architectures
Implement identity-aware systems that generate defensible access logs aligned with SOC 2 requirements.
12 chapters in this module
- Mapping IAM roles to data access levels
- Enforcing least privilege in distributed environments
- Integrating SSO with database access layers
- Logging role assumption and privilege escalation
- Capturing session duration and source IP for access events
- Using just-in-time access to reduce standing privileges
- Auditing service account usage in data pipelines
- Rotating credentials without breaking workflows
- Detecting anomalous access patterns via behavioral baselines
- Creating audit trails for API key usage
- Linking identity providers to control evidence
- Maintaining access logs across hybrid cloud environments
Module 4. Data Lifecycle Management and Retention Compliance
Align data storage, archiving, and deletion with SOC 2 Confidentiality and Privacy standards.
12 chapters in this module
- Defining retention periods based on data classification
- Tagging data by sensitivity level for automated handling
- Implementing automated archival triggers
- Securing archived data with access and encryption controls
- Validating data deletion across replicas and caches
- Logging data destruction events for audit verification
- Handling backups as part of the retention framework
- Managing cross-border data storage implications
- Documenting data location for Privacy principle compliance
- Using metadata flags to track data lifecycle state
- Auditing data access during archival periods
- Ensuring retention policies apply uniformly across environments
Module 5. Logging and Monitoring for Audit Defensibility
Create comprehensive, tamper-evident logs that satisfy SOC 2 evidence standards and withstand review.
12 chapters in this module
- Choosing log types relevant to compliance verification
- Ensuring log integrity with write-once storage
- Protecting logs with role-based read access
- Centralizing logs without losing context
- Adding audit-specific fields to standard logs
- Using structured logging to enable automated parsing
- Capturing configuration changes in real time
- Monitoring for unauthorized schema modifications
- Detecting and logging access from unmanaged devices
- Validating log continuity during system upgrades
- Generating summary reports for auditor consumption
- Preserving logs for full retention periods
Module 6. Automating Evidence Collection Without Overhead
Build lightweight, automated processes that gather compliance artifacts without slowing engineering velocity.
12 chapters in this module
- Identifying high-value evidence points in workflows
- Embedding evidence capture into CI/CD pipelines
- Using metadata extraction to auto-populate control worksheets
- Leveraging infrastructure-as-code for audit trails
- Generating compliance reports from operational data
- Scheduling automated evidence snapshots
- Validating evidence completeness before audit cycles
- Integrating with GRC platforms for control mapping
- Reducing manual evidence collection effort by 70%
- Using tagging to auto-classify compliance relevance
- Creating reusable evidence templates for common controls
- Aligning DevOps metrics with compliance monitoring
Module 7. Secure Data Transmission and Encryption in Transit
Design data systems that protect information in motion while generating clear cryptographic control evidence.
12 chapters in this module
- Enforcing TLS for all internal and external data flows
- Validating certificate chains in automated pipelines
- Configuring mutual TLS for service-to-service communication
- Logging cipher suite usage and handshake success
- Auditing configuration drift in encryption policies
- Managing certificate lifecycle within CI/CD
- Detecting and blocking unencrypted connections
- Documenting encryption decisions for auditor review
- Using proxy layers to enforce encryption standards
- Capturing network flow data for control validation
- Applying zero-trust principles to data transmission
- Generating compliance evidence from network telemetry
Module 8. Infrastructure as Code and Configuration Control
Use code-driven infrastructure to maintain consistent, auditable system configurations.
12 chapters in this module
- Versioning infrastructure code in source control
- Applying code reviews to configuration changes
- Automating drift detection in deployed environments
- Linking change tickets to code commits
- Using policy-as-code to enforce compliance guardrails
- Generating configuration snapshots for audit review
- Integrating IaC with SOC 2 control documentation
- Auditing who approved infrastructure changes
- Capturing deployment timing and success status
- Enforcing separation of duties in IaC workflows
- Using automated rollback mechanisms with audit trails
- Documenting environment parity across stages
Module 9. Third-Party Data Integrations and Vendor Risk
Manage external data flows and integrations while maintaining SOC 2 compliance boundaries.
12 chapters in this module
- Assessing vendor compliance posture before integration
- Documenting data flow boundaries with third parties
- Implementing API gateways to control data exchange
- Logging all external data access events
- Validating vendor SOC 2 reports for relevance
- Mapping shared responsibility for control coverage
- Using contractual terms to enforce evidence standards
- Auditing data format and schema changes from vendors
- Monitoring third-party uptime and availability impact
- Capturing error and retry logging for vendor interfaces
- Creating audit trails for data ingestion from partners
- Maintaining control when using SaaS-based tools
Module 10. Change Management and System Modifications
Implement structured change workflows that produce defensible audit trails for all system updates.
12 chapters in this module
- Requiring documented justification for system changes
- Requiring peer review before deployment
- Capturing impact assessment for compliance controls
- Using change windows to reduce risk exposure
- Logging deployment timing and duration
- Validating rollback plans as part of change approval
- Auditing post-change monitoring for anomalies
- Linking changes to control testing outcomes
- Updating documentation automatically with changes
- Capturing test results in change records
- Managing emergency changes with audit compliance
- Producing change summaries for auditor review
Module 11. Disaster Recovery and Data Availability Assurance
Design resilient systems that meet SOC 2 Availability criteria while generating evidence of recovery readiness.
12 chapters in this module
- Defining RTO and RPO for critical data systems
- Documenting backup and restore procedures
- Testing recovery processes quarterly with evidence logging
- Validating data consistency after restore operations
- Capturing failover testing results for audit
- Monitoring backup success rates and alerts
- Storing backups in geographically separate locations
- Encrypting backup data at rest and in transit
- Auditing access to backup systems
- Documenting roles and responsibilities for recovery
- Generating runbooks that auditors can validate
- Integrating DR testing into compliance reporting cycles
Module 12. Building the First-Pass Compliance Mindset
Adopt a disciplined engineering approach where compliant outputs are the default, not the exception.
12 chapters in this module
- Thinking like an auditor during system design
- Asking the right questions before coding begins
- Using checklists to ensure evidence coverage
- Incorporating compliance into sprint planning
- Teaching teams to document as they build
- Reducing rework by designing for reviewability
- Creating templates for recurring compliance tasks
- Reviewing peer work through a compliance lens
- Balancing agility with audit readiness
- Knowing when to escalate control questions
- Maintaining quality under delivery pressure
- Becoming the go-to reference for compliant engineering
How this maps to your situation
- Designing audit-ready data pipelines
- Generating defensible access logs
- Managing data lifecycle under compliance rules
- Automating evidence collection without slowing delivery
Before vs. after
Before
Spend time rebuilding systems to meet audit demands, scramble to find evidence, and defend incomplete artifacts.
After
Ship data systems with built-in compliance, produce defensible outputs on first submission, and lead with confidence in 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: 12 modules, each designed for 7-10 minutes of focused reading. Total time: approximately 90 minutes.
If nothing changes
Without integrating compliance into engineering workflows, data systems will continue to require rework during audits, leading to delays, reputational friction, and missed opportunities to lead in high-visibility projects.
How this compares to the alternatives
Unlike generic SOC 2 overviews, this course is tailored to senior data engineers. It skips policy summaries and dives directly into technical implementation, evidence design, and system-level control alignment , the actual work you do.
Frequently asked
Is this course for compliance officers or engineers?
This is designed specifically for senior data engineers who build and maintain systems that must meet SOC 2 requirements. It focuses on implementation, not policy.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will this help me pass an actual SOC 2 audit?
Yes. The course teaches how to build systems that generate the evidence auditors actually look for , so your outputs are accurate, defensible, and polished from the start.
$199 one-time. 12 modules, each designed for 7-10 minutes of focused reading. Total time: approximately 90 minutes..
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