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

75 hrs/wk @ 10× 60 views →
coding excellent

Build a Python script that calls a weather API (e.g. OpenWeatherMap), retrieves forecast data for 5 major cities, and generates readable weekly summary reports from that data.

11.5 hrs/wk @ 10× 59 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× 59 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× 58 views →
coding good

Debug and fix a Python script that processes image metadata and returns null values inconsistently

11 hrs/wk @ 10× 57 views →
coding good

Build a Python web scraper that collects product reviews from an e-commerce site and runs NLP-based sentiment analysis on the results

45 hrs/wk @ 10× 57 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× 56 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× 53 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× 53 views →
coding excellent

Write Python code to scrape weather data from a public API and generate daily forecasts in JSON format

14.25 hrs/wk @ 10× 53 views →
coding good

Build a Python ETL data pipeline: extract customer transaction logs from PostgreSQL, transform and write to Parquet format, load into AWS S3.

55 hrs/wk @ 10× 52 views →
coding good

Debug performance issues and refactor legacy JavaScript code in a large React application, including profiling, identifying bottlenecks, and implementing fixes.

55 hrs/wk @ 10× 52 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× 51 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× 51 views →
coding good

Debug a 500-line Python CSV processing script, refactor for performance and readability

29.5 hrs/wk @ 10× 50 views →
coding good

Diagnose and fix recurring crashes on a client's custom WordPress site caused by a server configuration issue

21.7 hrs/wk @ 10× 50 views →
coding good

Build a Python web scraper that collects public real estate listing data and computes average price-per-square-foot metrics aggregated by neighborhood.

11.5 hrs/wk @ 10× 48 views →
coding partial

Diagnose a WordPress site crash by physically accessing the client's server, reviewing error logs, and testing hosting environment configurations.

11.7 hrs/wk @ 10× 47 views →
coding good

Convert a hand-drawn wireframe sketch description into detailed HTML/CSS/JavaScript code for an interactive dashboard

87.5 hrs/wk @ 10× 47 views →
coding good

Build a Python web scraper targeting 5 competitor websites to extract pricing data, then format and output a structured weekly comparison report.

8.5 hrs/wk @ 10× 47 views →