AI Task Time
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AI Time Estimates for Coding Tasks

Coding tasks span quick scripts to architecture decisions. See where AI saves hours and where a senior engineer is still worth the rate.

coding poor

Diagnose and resolve repeated WordPress site crashes by physically accessing the client's server hardware for hands-on inspection and troubleshooting.

6 hrs/wk @ 10× 7 views
coding good

Debug and fix a Python web scraping script that returns incomplete product price data from an e-commerce site, identifying root causes such as dynamic rendering, pagination issues, anti-bot measures, or selector drift, and delivering a working, reliable scraper.

19.25 hrs/wk @ 10× 6 views
coding good

Build a Python ETL data pipeline that calls a REST API, transforms the response data with pandas, and writes records into a PostgreSQL database.

11.5 hrs/wk @ 10× 4 views
coding good

Build a Python web scraper that collects real estate listings from multiple property websites and normalizes the extracted data into a unified schema

45 hrs/wk @ 10× 4 views
coding good

Write a Python web scraper for real estate listings that cleans the data and exports prices, square footage, and GPS coordinates to CSV

11.5 hrs/wk @ 10× 3 views
coding good

Build a Python web scraper that extracts product data (name, price, description, images, etc.) from an e-commerce site and persists it to a PostgreSQL database with appropriate schema design.

45 hrs/wk @ 10× 2 views
coding excellent

Write Python code to scrape weather data from a public API and create a weekly forecast email template

13.5 hrs/wk @ 10× 2 views
coding excellent

Write a Python script that fetches data from a REST API, transforms it, and loads it into a PostgreSQL database with error handling

42.5 hrs/wk @ 10× 2 views
coding excellent

Write Python code that reads CSV sales data, handles missing values, and produces quarterly trend visualizations using libraries like pandas and matplotlib/seaborn.

27.5 hrs/wk @ 10× 2 views
coding good

Write comprehensive Python unit tests for a payment processing module covering credit card validation, refunds, and edge cases including boundary conditions and error handling.

29.2 hrs/wk @ 10× 2 views
coding good

Build a complete Node.js microservice for user authentication using JWT tokens, with proper error handling and a unit test suite.

75 hrs/wk @ 10× 1 view
coding excellent

Write a Python script that ingests CSV files, handles duplicates and missing values, and outputs cleaned data as JSON

11.25 hrs/wk @ 10× 1 view
coding excellent

Write Python code to parse CSV files, remove duplicates, and generate summary statistics with visualization

9.5 hrs/wk @ 10× 0 views