Principal Test Data Engineer
Principal / Architect · Test Data, Environments & Virtualization
67
Modules assigned
670
Total hours
5
Pillars covered
Process & Quality (7 modules · 70 hrs)
| Module | Requirement | Hours | Standard / expectation | Learning |
|---|---|---|---|---|
Integrated learning module – 3 related topics MOD-LM-063-LM-064-LM-065 | Mandatory | 26 | TMMi Model – Level 3 – IGS role evidence – TMMi Model – Level 4 – IGS role evidence – TMMi Model – Level 5 – IGS role evidence | |
ITIL service quality: incident, problem, change and continual improvement LM-046 | Mandatory | 8 | ITIL 4, TMMi defect prevention – IGS role evidence | |
KPI, SLA, OLA and outcome-measure design LM-047 | Mandatory | 6 | TMMi Measurement, CTAL Test Management – IGS role evidence | |
Product-risk analysis and prioritisation LM-050 | Mandatory | 4 | ISTQB CTFL risk-based testing, CTAL Test Management – IGS role evidence | |
Quality engineering at scale with SAFe LM-051 | Mandatory | 8 | SAFe knowledge base, ISTQB Agile Test Leadership – IGS role evidence | |
Root-cause analysis and test-process improvement LM-053 | Mandatory | 6 | TMMi Defect Prevention / Test Process Optimisation – IGS role evidence | |
Test strategy and risk-based operating model LM-061 | Mandatory | 12 | ISTQB CTAL Test Management / Test Analyst / Technical Test Analyst – IGS role evidence |
Domain & Business (30 modules · 310 hrs)
| Module | Requirement | Hours | Standard / expectation | Learning |
|---|---|---|---|---|
Airlines and travel LM-021 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Banking, Financial Services & FinTech – Principal/Architect practical domain lab PT-081 | Choose one | 14 | IGS Banking, Financial Services & FinTech domain-readiness evidence | |
BFSI, digital banking, cards and payments LM-022 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Clinical trials and remote patient monitoring LM-023 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Domain data, controls, privacy and regulation LM-031 | Mandatory | 6 | IGS domain-readiness standard, context-specific regulation – IGS Domain Foundation badge | |
Domain discovery and value-chain mapping LM-032 | Mandatory | 5 | IGS domain-readiness standard – IGS Domain Foundation badge | |
Domain KPIs, SLAs and operational failure patterns LM-033 | Mandatory | 6 | TMMi Measurement, ITIL service management – IGS Domain Practitioner badge | |
Domain risk-to-test / engineering map LM-034 | Mandatory | 6 | ISTQB risk-based testing, CTAL Test Management – IGS Domain Foundation badge | |
EdTech & Learning Platforms – Principal/Architect practical domain lab PT-095 | Choose one | 14 | IGS EdTech & Learning Platforms domain-readiness evidence | Free: edX Education Technology coursesPremium: No verified direct paid course assigned |
EdTech and learning platforms LM-024 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Enterprise Applications & Integrations – Principal/Architect practical domain lab PT-151 | Choose one | 14 | IGS Enterprise Applications & Integrations domain-readiness evidence | Free: Microsoft Learn – Dynamics 365Premium: No verified direct paid course assigned |
Healthcare and HealthTech LM-025 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Healthcare, Clinical Trials & RPM – Principal/Architect practical domain lab PT-060 | Choose one | 14 | IGS Healthcare, Clinical Trials & RPM domain-readiness evidence | |
Insurance LM-026 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Insurance – Principal/Architect practical domain lab PT-088 | Choose one | 14 | IGS Insurance domain-readiness evidence | |
Manhattan WMS & Omnichannel – Principal/Architect practical domain lab PT-116 | Choose one | 14 | IGS Manhattan WMS & Omnichannel domain-readiness evidence | |
Manufacturing & Industrial – Principal/Architect practical domain lab PT-137 | Choose one | 14 | IGS Manufacturing & Industrial domain-readiness evidence | Free: Coursera Digital ManufacturingPremium: No verified direct paid course assigned |
Manufacturing and Industry 4.0 LM-027 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
OTT, Media & Connected TV – Principal/Architect practical domain lab PT-074 | Choose one | 14 | IGS OTT, Media & Connected TV domain-readiness evidence | Free: AWS Video Streaming ConceptsPremium: No verified direct paid course assigned |
OTT, media, streaming, adtech and analytics LM-028 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Personas, customer journeys and business rules LM-035 | Mandatory | 6 | ISTQB CTAL Test Analyst business-process testing – IGS Domain Foundation badge | |
Quick Commerce & Last-Mile Delivery – Principal/Architect practical domain lab PT-144 | Choose one | 14 | IGS Quick Commerce & Last-Mile Delivery domain-readiness evidence | |
Retail & E-commerce – Principal/Architect practical domain lab PT-130 | Choose one | 14 | IGS Retail & E-commerce domain-readiness evidence | |
Retail, e-commerce and quick commerce LM-029 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Salesforce Enterprise Cloud – Principal/Architect practical domain lab PT-102 | Choose one | 14 | IGS Salesforce Enterprise Cloud domain-readiness evidence | |
SAP S/4HANA & Enterprise Processes – Principal/Architect practical domain lab PT-109 | Choose one | 14 | IGS SAP S/4HANA & Enterprise Processes domain-readiness evidence | |
SME elicitation and rapid knowledge capture LM-036 | Mandatory | 5 | IGS consulting and domain-readiness standard – IGS Domain Practitioner badge | |
Telecom, OSS/BSS and 5G LM-030 | Choose one | 8 | IGS deployment-domain elective – IGS Deployment Domain badge | |
Telecommunications & 5G – Principal/Architect practical domain lab PT-067 | Choose one | 14 | IGS Telecommunications & 5G domain-readiness evidence | |
Workday HCM & Finance – Principal/Architect practical domain lab PT-123 | Choose one | 14 | IGS Workday HCM & Finance domain-readiness evidence | Free: Learn with WorkdayPremium: No verified direct paid course assigned |
Tools & Engineering (11 modules · 136 hrs)
| Module | Requirement | Hours | Standard / expectation | Learning |
|---|---|---|---|---|
Enterprise TDM and environment architecture LM-114 | Mandatory | 18 | TMMi L3-L5 – IGS technical evidence | |
Environment provisioning, configuration and readiness LM-115 | Mandatory | 14 | TMMi Test Environment – IGS technical evidence | |
GenRocket: domains, attributes, generators, receivers, scenarios and automation integration PT-018 | Deployment-specific | 16 | IGS synthetic TDM standard | Free: GenRocket UniversityPremium: Direct course awaiting TestOps curation |
Git and source-control basics LM-118 | Mandatory | 6 | Modern QE engineering practice – IGS technical evidence | |
Postman service virtualization: examples, mock servers and consumer simulations PT-021 | Deployment-specific | 8 | IGS service-virtualization standard | Free: Postman mock-server guidePremium: Direct course awaiting TestOps curation |
qTest Manager: requirements, test cases, cycles, execution, defects and dashboards PT-007 | Deployment-specific | 10 | Tricentis qTest practitioner evidence | Free: Tricentis Academy – qTestPremium: Direct course awaiting TestOps curation |
QualiZen practitioner: ambiguity, risk, test design, automation recommendation and quality insights PT-038 | Mandatory | 12 | IGS QualiZen Practitioner badge | Free: IGS QualiZen internal academyPremium: IGS proprietary enablement |
Service virtualisation and dependency simulation LM-147 | Mandatory | 12 | ISTQB TTA / TMMi Test Environment – IGS technical evidence | |
TDM tooling: GenRocket, K2View, Delphix and Informatica patterns LM-074 | Deployment-specific | 14 | Vendor practices, TMMi Test Environment – IGS technical evidence | |
TDM/environment monitoring, SLAs and capacity LM-152 | Mandatory | 10 | TMMi Measurement / Test Environment – IGS technical evidence | |
WireMock, MockServer and Hoverfly: programmable service virtualization, faults and latency PT-048 | Deployment-specific | 16 | IGS service-virtualization standard | Free: WireMock documentationPremium: Direct course awaiting TestOps curation |
AI Enablement (6 modules · 57 hrs)
| Module | Requirement | Hours | Standard / expectation | Learning |
|---|---|---|---|---|
AI evaluation architecture and regression gates AI-ROLE-PRINCIPALARCHITECT-1 | Mandatory | 10 | IGS Quality Engineering AI, privacy, evidence, traceability and human-verification standard | Free: IGS Academy guided practice and assessmentPremium: Automated Testing for LLMOps |
AI for synthetic test data, environment readiness and service virtualisation – Principal / Architect AI-SPEC-07-PRINCIPALARCHITECT | Mandatory | 10 | IGS Test Data, Environments & Virtualization output, assessment and human-verification standard | Free: IGS Test Data, Environments & Virtualization AI specialisation labPremium: AI Software Testing with ChatGPT and GitHub Copilot for QA |
AI security testing and red-team engineering AI-ROLE-PRINCIPALARCHITECT-3 | Mandatory | 9 | IGS Quality Engineering AI, privacy, evidence, traceability and human-verification standard | Free: IGS Academy guided practice and assessmentPremium: Red Teaming LLM Applications |
AI-assisted service virtualisation and mock engineering – Principal / Architect AI-EXT-09-PRINCIPALARCHITECT | Mandatory | 9 | IGS Quality Engineering AI, privacy, evidence, traceability, security and human-verification standard | Free: IGS AI-assisted service virtualisation labPremium: IGS AI-assisted service virtualisation lab |
AI-assisted synthetic test-data engineering – Principal / Architect AI-EXT-10-PRINCIPALARCHITECT | Mandatory | 9 | IGS Quality Engineering AI, privacy, evidence, traceability, security and human-verification standard | Free: IGS Academy guided practice and assessmentPremium: Generative AI in Testing: Synthetic Data and QA Workflows |
Quality engineering for prompts, RAG and agents AI-ROLE-PRINCIPALARCHITECT-2 | Mandatory | 10 | IGS Quality Engineering AI, privacy, evidence, traceability and human-verification standard | Free: IGS Academy guided practice and assessmentPremium: Building and Evaluating Advanced RAG |
Communication, Leadership & Culture (13 modules · 97 hrs)
| Module | Requirement | Hours | Standard / expectation | Learning |
|---|---|---|---|---|
Client communication and expectation management LM-003 | Mandatory | 6 | IGS client-engagement standard – IGS Client Communication badge | |
Commercial and financial acumen LM-004 | Mandatory | 8 | IGS commercial governance – IGS Commercial Acumen badge | |
Concise written communication: status, risk, decision and defect LM-005 | Mandatory | 4 | IGS communication standard – IGS Professional Communication badge | |
Consultative discovery and pre-sales LM-007 | Mandatory | 8 | IGS growth and solutioning governance – IGS Consultative Solutioning badge | |
Cross-cultural collaboration in global teams and clients LM-008 | Mandatory | 6 | IGS global culture standard – IGS Global Collaboration badge | |
Difficult conversations – internal team and client LM-009 | Mandatory | 7 | IGS conduct and client-engagement standard – IGS Difficult Conversations badge | |
Ethical leadership, inclusion and psychological safety LM-010 | Mandatory | 6 | IGS culture and conduct – IGS Ethical Leadership badge | |
Executive and board communication LM-011 | Mandatory | 8 | IGS executive communication standard – IGS Executive Communication badge | |
Giving feedback, coaching and mentoring LM-012 | Mandatory | 6 | IGS North-Star performance behaviours – IGS Coach / Mentor badge | |
Integrated learning module – 2 related topics MOD-LM-002-LM-018 | Mandatory | 15 | IGS client and commercial governance – IGS Client Negotiation badge – IGS leadership standard – IGS Influence badge | |
Integrated learning module – 2 related topics MOD-LM-016-LM-020 | Mandatory | 12 | IGS communication standard – IGS Presentation badge – IGS facilitation standard – IGS Facilitator badge | |
Leadership, delegation and accountability LM-014 | Mandatory | 7 | IGS leadership and North-Star framework – IGS People Leadership badge | |
Spoken communication in stand-ups, reviews and technical discussions LM-017 | Mandatory | 4 | IGS communication standard – IGS Professional Communication badge |
IGS Takshashila Academy