Job Skill Requirements Analysis

Analysis of the Data Analyst job market's skill requirements, scraped from LinkedIn.

PROCESS

1. Selenium (lesson learned: time v quality)
2. Soup, NLP
3. Cleaning: regex on description, mean from 0-1
4. Tableau --> Streamlit

DATABASE SIZE

• 1,000 jobs
• 10,000 links

FINDINGS

Data Analyst: identify problems

• Degree
• SQL only 62% (more visual)

Data Scientist: solve problems

• Language processing
• Machine Learning, modeling

Data Engineer: create database

• Server use (my next goal)

Data Architect: design databse

• New platforms

Skills for All:

• Communications
• English (for abroad roles)

NEXT STEPS:

• scrape worldwide jobs
• add new jobs to list
• career map
• filter out my current skills
• predict future skill growth
• Proxy implementation: - 315,000+ possible jobs to scrape in US
• Emoji frequency