Data Test Architect

Integrated learning module – 3 related topics

ITIL service quality: incident, problem, change and continual improvement

KPI, SLA, OLA and outcome-measure design

Product-risk analysis and prioritisation

Quality engineering at scale with SAFe

Root-cause analysis and test-process improvement

Test strategy and risk-based operating model

Airlines and travel

Banking, Financial Services & FinTech – Principal/Architect practical domain lab

BFSI, digital banking, cards and payments

Clinical trials and remote patient monitoring

Domain data, controls, privacy and regulation

Domain discovery and value-chain mapping

Domain KPIs, SLAs and operational failure patterns

Domain risk-to-test / engineering map

EdTech & Learning Platforms – Principal/Architect practical domain lab

EdTech and learning platforms

Enterprise Applications & Integrations – Principal/Architect practical domain lab

Healthcare and HealthTech

Healthcare, Clinical Trials & RPM – Principal/Architect practical domain lab

Insurance

Insurance – Principal/Architect practical domain lab

Manhattan WMS & Omnichannel – Principal/Architect practical domain lab

Manufacturing & Industrial – Principal/Architect practical domain lab

Manufacturing and Industry 4.0

OTT, Media & Connected TV – Principal/Architect practical domain lab

OTT, media, streaming, adtech and analytics

Personas, customer journeys and business rules

Quick Commerce & Last-Mile Delivery – Principal/Architect practical domain lab

Retail & E-commerce – Principal/Architect practical domain lab

Retail, e-commerce and quick commerce

Salesforce Enterprise Cloud – Principal/Architect practical domain lab

SAP S/4HANA & Enterprise Processes – Principal/Architect practical domain lab

SME elicitation and rapid knowledge capture

Telecom, OSS/BSS and 5G

Telecommunications & 5G – Principal/Architect practical domain lab

Workday HCM & Finance – Principal/Architect practical domain lab

API libraries: Playwright APIRequest, WebdriverIO services and REST Assured

Asynchronous events, queues and Kafka testing

Automated data-quality checks with Great Expectations

Data privacy, masking and synthetic test data

Data quality with Great Expectations and dbt tests: schema, freshness, uniqueness and business rules

Data-pipeline CI, observability and incident diagnosis

GenRocket: domains, attributes, generators, receivers, scenarios and automation integration

Git and source-control basics

Integrated learning module – 2 related topics

Mocks, stubs and service virtualisation

Newman: command-line collection runs, data, reporters, environments and CI

Observability for QE: Grafana, Prometheus, Datadog traces/logs/metrics and release correlation

OpenAPI, schema and consumer-contract testing

Pact: consumer contract, provider verification, broker and CI compatibility gate

Playwright with TypeScript: locators, fixtures, assertions, API checks, projects, traces and CI

Postman Interceptor, Charles Proxy and Fiddler: capture, replay and diagnose HTTP traffic

Postman service virtualization: examples, mock servers and consumer simulations

Postman: requests, auth, variables, scripts, data, collections and documentation

qTest Manager: requirements, test cases, cycles, execution, defects and dashboards

QualiZen practitioner: ambiguity, risk, test design, automation recommendation and quality insights

Resilience, timeout, retry and idempotency testing

Robot Framework: keyword design, SeleniumLibrary/RequestsLibrary, data and reports

Salesforce test automation with Provar/Copado and Apex test awareness

Schema, lineage and change-impact testing

Selenium WebDriver: locators, waits, page objects, TestNG/PyTest, Grid and CI

WebdriverIO with JavaScript/TypeScript: page objects, services, API/mobile, parallel runs and CI

WireMock, MockServer and Hoverfly: programmable service virtualization, faults and latency

Zephyr RTM: requirement-to-scenario-to-test-to-defect traceability and coverage reporting

AI agents for API, contract and integration testing – Principal / Architect

AI evaluation architecture and regression gates

AI evaluation engineering for models, RAG and agents – Principal / Architect

AI for API, integration, contract and data quality testing – Principal / Architect

AI security testing and red-team engineering

AI-assisted service virtualisation and mock engineering – Principal / Architect

Quality engineering for prompts, RAG and agents

Client communication and expectation management

Commercial and financial acumen

Concise written communication: status, risk, decision and defect

Consultative discovery and pre-sales

Cross-cultural collaboration in global teams and clients

Difficult conversations – internal team and client

Ethical leadership, inclusion and psychological safety

Executive and board communication

Giving feedback, coaching and mentoring

Integrated learning module – 2 related topics

Integrated learning module – 2 related topics

Leadership, delegation and accountability

Spoken communication in stand-ups, reviews and technical discussions