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Data Analyst Skills & Tech Stack 2026

OverviewSalarySkillsCareer PathAI ImpactResume Guide

Top Skills in Demand

SQL
65%
Data Analysis
50%
Python
47%
AI/LLM
34%
R
14%
Snowflake
12%
Data Pipeline
12%
dbt
12%
BigQuery
10%
Project Management
8%
Quality Assurance
8%
A/B Testing
7%
AWS
6%
Databricks
5%
Azure
5%

Rising Skills ↑

SkillOld %New %Change
SQL50.4%65.4%+15.0pp
Data Analysis37.6%49.7%+12.1pp
Python38.6%47.0%+8.4pp
AI/LLM27.0%34.3%+7.3pp
A/B Testing0.0%6.7%+6.7pp
AWS0.0%5.7%+5.7pp
Databricks0.0%5.3%+5.3pp
Azure0.0%5.2%+5.2pp

Declining Skills ↓

SkillOld %New %Change

Certifications With Market Demand

CertificationDemand %Job Count
MBA1.8%35
CPA1.1%22

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