| Missing / Light Coverage | Why it matters | |--------------------------|----------------| | | Required for high-concurrency apps (FastAPI, web sockets, async DB calls). | | Docker / Containerization | Standard for deployment & team consistency. | | Cloud basics (AWS/Azure/GCP) | Lambda, S3, RDS – common in job descriptions. | | CI/CD pipelines | GitHub Actions / GitLab CI for automated testing/deployment. | | NoSQL databases | MongoDB, Redis (caching, sessions). | | Advanced Django | Many jobs require Django ORM, admin, middleware. | | Performance profiling | cProfile , memory usage, optimizing bottlenecks. | | Security basics | SQL injection, XSS, environment secrets, hashing. |
A complete Python developer should also be familiar with best practices and tools that make development easier and more efficient. These include: the complete python developer
| Role | Preparedness Level | Recommended Next Step | |-------|-------------------|------------------------| | Junior Python Developer | 80% | Build one advanced full-stack app; learn Docker + SQLAlchemy. | | Automation Engineer | 85% | Practice selenium + pandas for data handling. | | Data Analyst (Python) | 70% | Add pandas , matplotlib , jupyter separately. | | Freelance Python Scripter | 90% | Already capable for small automation jobs. | | Backend Developer (Flask) | 85% | Add FastAPI + async + JWT. | | Missing / Light Coverage | Why it
In conclusion, the complete Python developer is a well-rounded individual who has a deep understanding of the language, its ecosystem, and best practices. They possess a range of skills, from core libraries and frameworks to specialized areas like data science and web development. By mastering these skills, Python developers can build a wide range of applications, from simple scripts to complex systems, and work effectively in a variety of industries. As the demand for Python developers continues to grow, it's essential for individuals to strive for completeness and stay up-to-date with the latest developments in the Python ecosystem. | | CI/CD pipelines | GitHub Actions /