TEST ENGINEER (Cloud Migration Validation, Failure Triage & Root-Cause Analysis) (Toronto)

TEST ENGINEER (Cloud Migration Validation, Failure Triage & Root-Cause Analysis) (Toronto)

04 Sep
|
Next Pathway
|
Toronto

04 Sep

Next Pathway

Toronto

TEST ENGINEER for

Next Pathway - The Automated Cloud Migration Company

Cloud Migration Validation, Failure Triage & Root-Cause Analysis The Role. Next Pathway is looking for technically strong, highly analytical Test Engineers who can investigate failures across complex cloud migration and data environments.

This is not a traditional QA role: the engineer is expected to read logs, interrogate data, reproduce issues, isolate root causes, and determine whether a failure originates in code, data, configuration, environment, orchestration, permissions, or the test framework itself.

Location. Toronto

Key Responsibilities

- Execute, monitor, and assess automated and manual testing for enterprise cloud migration and modernization workloads.
- Use Next Pathway’s TESTER software to validate translated code, data integrity, execution results, and production readiness across source and target environments.
- Analyze test results, application logs, database logs, ETL/orchestration logs, audit logs, stack traces, and execution errors to triage failures and isolate root causes.
- Differentiate failures caused by translated-code defects, source or target data issues, environment instability, configuration, permissions, dependencies, orchestration, or test setup.
- Write advanced SQL to validate transformations, reconcile source-to-target results, investigate row-count and aggregate differences, identify nulls/duplicates, and trace data-quality issues.
- Use Python to parse logs, analyze datasets, automate investigations, build lightweight test utilities, and accelerate recurring diagnostic tasks.
- Work with SHIFT outputs and migration engineering teams to reproduce and investigate translated-code failures and support rapid defect resolution.
- Document defects with explicit evidence, root-cause findings, ownership, impact, and recommended next actions; identify recurring patterns and improve test coverage and automation.

Core Technical Skills

- Advanced SQL: complex joins, aggregations, CTEs, window functions, data reconciliation, schema/data-type analysis,



and query-based troubleshooting.
- Python: scripting, data manipulation, log parsing, automation, diagnostics, and test utility development.
- Log & failure analysis: ability to navigate large volumes of technical logs, follow execution paths, correlate events, and identify the true failure point.
- Data validation & reconciliation: source-to-target comparison, transformation validation, row counts, aggregates, schema checks, business-rule validation, and discrepancy analysis.
- Databases & data pipelines: solid understanding of tables, views, stored procedures, schemas, constraints, transactions, ETL/ELT pipelines, dependencies, and scheduling/orchestration.
- Cloud data platforms: experience with Snowflake strongly preferred; familiarity with Databricks and major cloud platforms is an asset.
- Engineering toolchain: working knowledge of Git/GitHub, CI/CD pipelines, Linux/Unix command-line tools, APIs/JSON, and defect-management systems.
- Performance troubleshooting: ability to recognize query, resource, timeout, dependency, and scalability issues that affect test execution.

What We Look For

- Exceptional analytical, troubleshooting, and root-cause analysis skills; able to work methodically through ambiguous failures.
- Systems thinking: understands that a failed test may originate anywhere across code, data, infrastructure, orchestration, configuration, permissions, or TESTER—and can determine which layer owns the issue.
- Technical curiosity and independence: willing to dig into the evidence rather than simply escalate a failure.
- Clear communication: can explain technical findings concisely to developers, data engineers, delivery teams, and client stakeholders.
- Background may be in test engineering, data engineering, software engineering, or another technical discipline; diagnostic capability matters more than a traditional QA title.

What Success Looks Like An average tester reports: “The test failed.” A strong Next Pathway Test Engineer explains why it failed, proves where the problem originated, identifies the likely owner, and provides the evidence needed to resolve it quickly.

📌 TEST ENGINEER (Cloud Migration Validation, Failure Triage & Root-Cause Analysis) (Toronto)
🏢 Next Pathway
📍 Toronto

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