Inbound → Putaway → Replenishment
Picking → Packing → Shipping
Returns and exception handling
Verify accuracy of
Inventory movement
Order and task state transitions
Workflow sequencing
Execute tests under realistic warehouse conditions, including
Order spikes and peak loads
Partial task failures
Capacity and resource constraints
3. Testing Agentic / Decision-Driven Systems
Test intelligent systems that autonomously make and execute operational decisions, including:
Order prioritization
Task assignment and reassignment
Inventory movement and dynamic re-planning
Validate that system decisions
Respect warehouse constraints
Remain consistent and predictable
Recover safely from execution failures
Design scenario-based test cases focused on
Decision changes
State transitions
Fallback and recovery behavior
Treat decision-making logic as regression-critical functionality.
4. Python-Based Automation
Develop scalable and maintainable automation frameworks using Python.
Automate
Backend APIs
Core warehouse workflows
Decision-driven scenarios and regressions
Build reusable utilities for
Test data setup
State validation
End-to-end scenario verification
Convert high-impact manual test cases into long-term automated coverage.
5. UI Automation with Playwright
Use Playwright to automate critical operational UI workflows, including:
Order operations
Inventory dashboards
Warehouse control screens
Include UI automation in regression suites for
High-risk operator actions
Critical operational visibility
Ensure UI reflects accurate backend and warehouse states.
Develop stable, reliable, and non-flaky Playwright automation suites.
6. Integration & Data Validation
Validate consistency across
UI
APIs
Database state
Test asynchronous and event-driven system behavior.
Investigate and debug issues using
Logs
API traces
SQL queries
Report defects with clear warehouse and operational impact analysis.
- Required Skills & Experience
- Mandatory Skills
3–5 years of experience in QA / SDET roles
Hands-on experience with warehouse systems such as WMS, WES, OMS, fulfillment, or logistics platforms
Strong understanding of warehouse workflows and operational constraints
Experience testing agentic or decision-driven systems where the platform:
Autonomously selects actions
Sequences tasks
Adapts to changing operational conditions
Strong hands-on programming experience in Python
Solid experience with Playwright for UI automation
Proven ownership of regression testing and automation strategy
Strong analytical ability to reason about workflows, state transitions, and failure scenarios in warehouse environments
Good to Have
Experience with distributed and event-driven systems
Exposure to robotics, warehouse automation, or industrial systems
Experience debugging multi-service production environments
Familiarity with CI/CD pipelines and modern automation practices
Preferred Candidate Profile
Strong problem-solving and debugging skills
Ability to work in fast-paced operational environments
Strong ownership mindset and attention to detail
Excellent collaboration and communication skills
Passion for building reliable and scalable quality engineering practices
