Go Developer Skill Matrix

Public example of a role-based matrix for backend engineers working with Go.

Go developer PHP developer Python developer .NET developer DevOps engineer DBA Legal counsel
Junior Middle Senior
Core Engineering
Go language
Write clear handlers and packages

Uses interfaces, structs, errors, and standard library patterns without overengineering.

Refactor service boundaries safely

Separates domain logic, transport, and infrastructure while keeping backward-compatible behavior.

Set language and codebase standards

Defines conventions for package layout, error strategy, code reviews, and shared utilities.

Concurrency
Use goroutines and channels carefully

Adds concurrency only where needed and understands cancellation, context, and race basics.

Build worker flows with backpressure

Designs bounded pipelines, avoids leaks, and handles retries or timeouts explicitly.

Design concurrency models for critical paths

Chooses synchronization patterns based on throughput, latency, and production failure modes.

HTTP and APIs
Implement REST handlers with validation

Parses input, validates contracts, and returns stable response schemas.

Own API changes end to end

Plans migrations, versioning, idempotency, and downstream compatibility.

Shape service integration strategy

Defines API standards, resilience rules, and cross-service communication patterns.

Delivery Quality
Testing
Cover code with unit and handler tests

Adds practical test cases for business logic and common error branches.

Build integration test scenarios

Tests databases, queues, external APIs, and rollback behavior for non-trivial changes.

Improve test strategy at system level

Balances fast feedback, production realism, and failure isolation across services.

Observability
Add logs and metrics for new flows

Instruments changes so support and teammates can understand runtime behavior.

Diagnose incidents with telemetry

Reads traces, dashboards, logs, and alerts to isolate bottlenecks or regressions.

Define reliability indicators

Sets SLI and SLO conventions, alert quality standards, and incident review patterns.

Architecture
Understand existing service boundaries

Knows where to extend the system and when to ask for a larger design discussion.

Design medium-sized modules

Documents tradeoffs for storage, background jobs, and synchronous versus async execution.

Lead architecture for product domains

Balances simplicity, cost, operability, and long-term evolution of the platform.