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 good

Build a Python web scraper that monitors competitor product prices and automatically updates a local database on a 6-hour schedule

75 hrs/wk @ 10× 11 views
coding good

Write a Python web scraper to extract product listings and pricing data from an e-commerce site, then output a structured CSV comparison file.

27.5 hrs/wk @ 10× 11 views
coding good

Diagnose intermittent 500 errors on a WordPress site by accessing the server and inspecting error logs, PHP logs, and server configuration.

8.5 hrs/wk @ 10× 11 views
coding good

Build a Python web scraper that extracts real estate listings, cleans the raw data, and computes summary statistics (price, size, etc.) grouped by neighborhood.

25 hrs/wk @ 10× 10 views
coding good

Write a Python script that reads CSV files, detects duplicate customer records using configurable matching logic, and merges them into deduplicated output.

31.7 hrs/wk @ 10× 9 views
coding good

Build a Python web scraper for real estate listings in a target ZIP code, parse listing data, and compute price-per-square-foot metrics with output/reporting.

45 hrs/wk @ 10× 9 views
coding partial

Build a Python web scraper that collects real estate listings from multiple websites and stores the aggregated, structured data in a database.

11.5 hrs/wk @ 10× 6 views
coding good

Write a Python script to scrape product reviews from an e-commerce site and calculate sentiment scores for each review.

25 hrs/wk @ 10× 6 views
coding excellent

Build a Python script that reads CSV data files, processes them, and outputs formatted monthly revenue reports automatically.

9.5 hrs/wk @ 10× 2 views
coding excellent

Write Python code to parse CSV files, validate data quality, and generate automated quality reports

29.5 hrs/wk @ 10× 2 views
coding good

Build a Python web scraper that pulls product prices from 10 competitor e-commerce sites daily, normalizes the data into a consistent format, and auto-generates a weekly price comparison report.

18 hrs/wk @ 10× 2 views
coding good

Write shell script documentation with 10 use-case examples for a DevOps team's internal wiki

22 hrs/wk @ 10× 2 views
coding excellent

Write a Python script to parse CSV files, detect duplicate rows, output a cleaned deduplicated dataset, and produce a summary report of what was removed and why.

9.5 hrs/wk @ 10× 2 views
coding excellent

Debug a JavaScript function that fails to validate email addresses and format phone numbers correctly, then explain the errors found.

12.5 hrs/wk @ 10× 1 view
coding good

Build a Python web scraper to extract product listings, prices, and reviews from an e-commerce site

11.5 hrs/wk @ 10× 1 view