Seaborn

Jobs that list Seaborn skills for a PHP developer often exist in multidisciplinary teams where data analysis and visualization are key. Seaborn is a powerful data visualization library based on Python's Matplotlib. While not a native PHP tool, a developer's familiarity with it is highly valued in roles that bridge the gap between backend development and data science.

Seaborn in a PHP Developer Context

A PHP developer might encounter Seaborn when working on applications that require complex data reporting dashboards, business intelligence tools, or integrations with machine learning services. In such roles, the developer may not write Seaborn code directly but will need to understand how to integrate PHP applications with Python services that generate these visualizations. This could involve creating APIs to supply data to a Python script or embedding plots generated by a Seaborn service into a web interface.

Key Responsibilities and Skills

Responsibilities in these hybrid roles often go beyond typical web development. A developer might be expected to collaborate closely with data analysts or scientists to build seamless user experiences around data insights.

• Understanding of RESTful APIs for communication between PHP backend and Python services.
• Basic knowledge of Python and the data science ecosystem (e.g., Pandas, NumPy).
• Experience with architecting systems that handle data processing pipelines.
• Ability to translate data requirements into technical specifications for both backend and data teams.