Title: Expert Python Developer for PDF Data Extraction and Analysis: Converting Tabular PDFs to Excel, Data Merging, and Complex Operations
We are in search of an expert Python developer specialized in data extraction, manipulation, and analysis, with a strong background in automating PDF to Excel conversions, specifically for table-formatted data. The project involves building upon an existing script to enhance its capabilities in extracting data from PDF documents, merging this data across multiple pages, and conducting complex operations on the compiled dataset in Excel format.
Key Responsibilities:Understand and analyze the current Python script designed for automating the process of converting PDF table data into Excel (xlsx) format.Enhance the script's efficiency in handling and extracting data from PDFs, ensuring high accuracy in the conversion process.Implement functionality to merge data extracted from multiple PDF pages into a single, cohesive Excel file.Perform advanced data manipulation and analysis operations on the compiled Excel dataset, aligning with project specifications and requirements.Ensure the script can handle large volumes of data efficiently, with an emphasis on accuracy and speed.Work closely with our team to understand specific data handling and analysis needs, translating these into effective technical solutions.Optimize the existing code for better performance, scalability, and maintainability, incorporating best practices for data security and privacy.Provide comprehensive documentation and support for the enhanced script, including guidelines for future modifications or expansions.
Skills and Qualifications:Proven expertise in Python, with significant experience in data extraction from PDFs and manipulation in Excel format.Familiarity with libraries and tools relevant to PDF manipulation (e.g., PyMuPDF), Excel data handling (e.g., openpyxl, pandas), and OCR technologies (preferably Azure Cognitive Services).Experience with SharePoint integration and automated email handling in Python for notifications and reporting.Strong analytical skills, capable of handling complex data structures and performing sophisticated data analysis tasks.Excellent problem-solving abilities to debug and enhance existing scripts for improved functionality and performance.A track record of working on similar data processing projects, with the ability to deliver high-quality work independently or as part of a team.Effective communication skills for collaborating with team members and providing clear, actionable documentation.