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Data Analyst Job Insights
Jobs Analyzed (2025)
116,063
Salary Range
$15,000 - $186,472
Raising Skill
Power Bi
Top Hiring Major
Computer Science
Top Technical Skills
SQL
59%
Data Analyst
56%
Python
41%
Tableau
35%
Power Bi
31%
Excel
29%
Computer Science
26%
Statistics
26%
R
22%
Data Analytics
20%
Top Soft Skills
communication
22%
attention to detail
22%
ability to work independently
11%
organizational
11%
decision-making
10%
collaboration
10%
problem-solving
9%
problem-solving skills
7%
collaborative
7%
analytical and problem-solving skills
6%
2024 vs 2025 Market Comparison
Rank and demand shifts based on latest job description for Data Analyst
| SQL | #1 | #1 | No Change |
| Data Analyst | #2 | #2 | No Change |
| Python | #3 | #3 | No Change |
| Tableau | #4 | #4 | No Change |
| Power Bi | #8 | #5 | 3 spots |
| Excel | #7 | #6 | 1 spot |
| Computer Science | #6 | #7 | 1 spot |
| Statistics | #5 | #8 | 3 spots |
| R | #9 | #9 | No Change |
| Data Analytics | #11 | #10 | 1 spot |
| Data Science | #12 | #11 | 1 spot |
| Visualization Tools | #14 | #12 | 2 spots |
| Mathematics | #10 | #13 | 3 spots |
| Database | #13 | #14 | 1 spot |
| ETL | #18 | #15 | 3 spots |
| Business Intelligence | #16 | #16 | No Change |
| Data Management | #15 | #17 | 2 spots |
| Statistical Analysis | #19 | #18 | 1 spot |
| Data Collection | #17 | #19 | 2 spots |
| Data Modeling | #23 | #20 | 3 spots |
| Data Models | #20 | #21 | 1 spot |
| Machine Learning | #24 | #22 | 2 spots |
| Snowflake | #30 | #23 | 7 spots |
| AWS | #29 | #24 | 5 spots |
| AI | #48 | #25 | 23 spots |
| Azure | #32 | #26 | 6 spots |
| Strong Communication | #28 | #27 | 1 spot |
| Agile | #25 | #28 | 3 spots |
| Powerbi | #22 | #29 | 7 spots |
| Data Manipulation | #34 | #30 | 4 spots |
| Microsoft Office | #21 | #31 | 10 spots |
| Word | #26 | #32 | 6 spots |
| Powerpoint | #27 | #33 | 6 spots |
| Bi Tools | #43 | #34 | 9 spots |
| Pivot Tables | #41 | #35 | 6 spots |
| Data Warehousing | #35 | #36 | 1 spot |
| Data Engineering | #45 | #37 | 8 spots |
| Microsoft Excel | #31 | #38 | 7 spots |
| Data Warehouse | #33 | #39 | 6 spots |
| Oracle | #38 | #40 | 2 spots |
| Business Analytics | #44 | #41 | 3 spots |
| Data Extraction | #47 | #42 | 5 spots |
| Key Performance Indicators | #42 | #43 | 1 spot |
| Information Technology | #36 | #44 | 8 spots |
| Process Improvement | #37 | #45 | 8 spots |
| Databricks | #56 | #46 | 10 spots |
| Data Integration | #50 | #47 | 3 spots |
| Data Structure | #49 | #48 | 1 spot |
| CRM | #65 | #49 | 16 spots |
| Data Cleaning | #54 | #50 | 4 spots |
| Troubleshooting | #46 | #51 | 5 spots |
| Data Processes | #83 | #52 | 31 spots |
| Algorithms | #40 | #53 | 13 spots |
| Salesforce | #51 | #54 | 3 spots |
| Jira | #59 | #55 | 4 spots |
| Bigquery | #106 | #56 | 50 spots |
| Pandas | #96 | #57 | 39 spots |
| Spark | #67 | #58 | 9 spots |
| Predictive Modeling | #69 | #59 | 10 spots |
| VBA | #57 | #60 | 3 spots |
| Business Objectives | #58 | #61 | 3 spots |
| Redshift | #95 | #62 | 33 spots |
| Java | #71 | #63 | 8 spots |
| C | #63 | #64 | 1 spot |
| ERP | #77 | #65 | 12 spots |
| Business Analysis | #62 | #66 | 4 spots |
| Advanced Analytics | #79 | #67 | 12 spots |
| GCP | #103 | #68 | 35 spots |
| Ms Office | #55 | #69 | 14 spots |
| Power Query | #110 | #70 | 40 spots |
| APIs | #84 | #71 | 13 spots |
| Macros | #53 | #72 | 19 spots |
| Metadata | #66 | #73 | 7 spots |
| Predictive Analytics | #89 | #74 | 15 spots |
| Ms Excel | #68 | #75 | 7 spots |
| Javascript | #52 | #76 | 24 spots |
| Google Sheets | #74 | #77 | 3 spots |
| Outlook | #60 | #78 | 18 spots |
| Google Analytics | #78 | #79 | 1 spot |
| Data Transformation | #104 | #80 | 24 spots |
| Sharepoint | #73 | #81 | 8 spots |
| Software Development | #64 | #82 | 18 spots |
| Version Control | #141 | #83 | 58 spots |
| Hadoop | #76 | #84 | 8 spots |
| Qlik | #80 | #85 | 5 spots |
| Data Cleansing | #61 | #86 | 25 spots |
| Build Dashboards | #190 | #87 | 103 spots |
| PostgreSQL | #94 | #88 | 6 spots |
| Git | #113 | #89 | 24 spots |
| Statistical Modeling | #82 | #90 | 8 spots |
| Advanced Excel | #87 | #91 | 4 spots |
| Data Architecture | #88 | #92 | 4 spots |
| Data Mapping | #86 | #93 | 7 spots |
| Data Flow | #105 | #94 | 11 spots |
| Numpy | #151 | #95 | 56 spots |
| Mysql | #91 | #96 | 5 spots |
| Data Reporting | #81 | #97 | 16 spots |
| Bachelors Degree | #72 | #98 | 26 spots |
| Root Cause Analysis | #107 | #99 | 8 spots |
| Data Profiling | #93 | #100 | 7 spots |
| Power Automate | #135 | #101 | 34 spots |
| Pyspark | #126 | #102 | 24 spots |
| Saas | #119 | #103 | 16 spots |
| Data Security | #100 | #104 | 4 spots |
| Data Storytelling | #186 | #105 | 81 spots |
| SSIS | #99 | #106 | 7 spots |
| Bilingual | #199 | #107 | 92 spots |
| Data Querying | #128 | #108 | 20 spots |
| Business Analyst | #98 | #109 | 11 spots |
| Data Storage | #101 | #110 | 9 spots |
| Scrum | #102 | #111 | 9 spots |
| Airflow | #153 | #112 | 41 spots |
| C++ | #150 | #113 | 37 spots |
| Data Pipeline | #149 | #114 | 35 spots |
| Google Cloud | #168 | #115 | 53 spots |
| Data Migration | #121 | #116 | 5 spots |
| Data Infrastructure | #127 | #117 | 10 spots |
| Confluence | #143 | #118 | 25 spots |
| SCI | #136 | #119 | 17 spots |
| Business Strategy | #137 | #120 | 17 spots |
| Scala | #115 | #121 | 6 spots |
| Paypal | #209 | #122 | 87 spots |
| Multi-Task | #39 | #123 | 84 spots |
| Data Preparation | #154 | #124 | 30 spots |
| Hive | #118 | #125 | 7 spots |
| CI | #177 | #126 | 51 spots |
| Visio | #116 | #127 | 11 spots |
| Maintain Documentation | #170 | #128 | 42 spots |
| Digital Marketing | #120 | #129 | 9 spots |
| Statistical Models | #117 | #130 | 13 spots |
| Nosql | #109 | #131 | 22 spots |
| Financial Analysis | #97 | #132 | 35 spots |
| HTML | #139 | #133 | 6 spots |
| Data Visualisation | #164 | #134 | 30 spots |
| C# | #160 | #135 | 25 spots |
| Data Strategy | #133 | #136 | 3 spots |
| Data Lake | #114 | #137 | 23 spots |
| Dashboard Development | #125 | #138 | 13 spots |
| Technical Support | #90 | #139 | 49 spots |
| Data Wrangling | #167 | #140 | 27 spots |
| Relational Database | #112 | #141 | 29 spots |
| Database Design | #75 | #142 | 67 spots |
| XML | #108 | #143 | 35 spots |
| Technical Documentation | #157 | #144 | 13 spots |
| Looker Studio | #188 | #145 | 43 spots |
| Data Platform | #134 | #146 | 12 spots |
| S3 | #140 | #147 | 7 spots |
| Scripting Language | #138 | #148 | 10 spots |
| Product Analytics | #189 | #149 | 40 spots |
| GED | #131 | #150 | 19 spots |
| Query Language | #130 | #151 | 21 spots |
| SDLC | #70 | #152 | 82 spots |
| Teradata | #124 | #153 | 29 spots |
| Google Data Studio | #202 | #154 | 48 spots |
| Fintech | #201 | #155 | 46 spots |
| Stakeholder Engagement | #208 | #156 | 52 spots |
| CSS | #206 | #157 | 49 spots |
| Data Access | #132 | #158 | 26 spots |
| Domo | #85 | #159 | 74 spots |
| Mssql | #129 | #160 | 31 spots |
| Google Cloud Platform | #184 | #161 | 23 spots |
| Microsoft Power Bi | #148 | #162 | 14 spots |
| Automation Tools | #207 | #163 | 44 spots |
| Data Ingestion | #185 | #164 | 21 spots |
| Drivers License | #146 | #165 | 19 spots |
| Report Development | #152 | #166 | 14 spots |
| Financial Reporting | #187 | #167 | 20 spots |
| Clustering | #169 | #168 | 1 spot |
| Devops | #196 | #169 | 27 spots |
| Adobe Analytics | #162 | #170 | 8 spots |
| Ci/Cd | #205 | #171 | 34 spots |
| Automated Reporting | #203 | #172 | 31 spots |
| Merchandising | #182 | #173 | 9 spots |
| Market Research | #147 | #174 | 27 spots |
| Advanced Data Analysis | #195 | #175 | 20 spots |
| NLP | #156 | #176 | 20 spots |
| Management Information System | #142 | #177 | 35 spots |
| Resolve Issue | #145 | #178 | 33 spots |
| Key Performance Metrics | #191 | #179 | 12 spots |
| Cognos | #144 | #180 | 36 spots |
| Healthcare Analytics | #171 | #181 | 10 spots |
| Servicenow | #204 | #182 | 22 spots |
| CMS | #178 | #183 | 5 spots |
| Ms Access | #158 | #184 | 26 spots |
| Standard Operating | #92 | #185 | 93 spots |
| Managing Projects | #198 | #186 | 12 spots |
| Analyze Business | #180 | #187 | 7 spots |
| Pl/Sql | #183 | #188 | 5 spots |
| Natural Language | #200 | #189 | 11 spots |
| T-Sql | #159 | #190 | 31 spots |
| Experimental Design | #197 | #191 | 6 spots |
| Product Management | #165 | #192 | 27 spots |
| Backend | #174 | #193 | 19 spots |
| Regression Analysis | #194 | #194 | No Change |
| Large Databases | #161 | #195 | 34 spots |
| Cloud Computing | #173 | #196 | 23 spots |
| Specification | #193 | #197 | 4 spots |
| Unix | #181 | #198 | 17 spots |
| Microsoft Access | #192 | #199 | 7 spots |
| Epidemiology | #166 | #200 | 34 spots |
| Windows | #155 | #201 | 46 spots |
| Data Dashboards | #175 | #202 | 27 spots |
| Technical Writing | #163 | #203 | 40 spots |
| Biostatistics | #172 | #204 | 32 spots |
| Linux | #176 | #205 | 29 spots |
| Bi Solutions | #179 | #206 | 27 spots |
| Google Suite | #111 | #207 | 96 spots |
| Analyze Financial | #122 | #208 | 86 spots |
| Automation Of Processes | #123 | #209 | 86 spots |
Job titles you may be interested in
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2024 vs 2025 Market Comparison
Rank and demand shifts based on latest job description for Data Analyst
| communication | #1 | #1 | No Change |
| attention to detail | #2 | #2 | No Change |
| ability to work independently | #5 | #3 | 2 spots |
| organizational | #4 | #4 | No Change |
| decision-making | #6 | #5 | 1 spot |
| collaboration | #3 | #6 | 3 spots |
| problem-solving | #12 | #7 | 5 spots |
| problem-solving skills | #8 | #8 | No Change |
| collaborative | #10 | #9 | 1 spot |
| analytical and problem-solving skills | #9 | #10 | 1 spot |
| willingness to learn | #20 | #11 | 9 spots |
| innovative | #7 | #12 | 5 spots |
| written and verbal communication skills | #11 | #13 | 2 spots |
| collaborating | #19 | #14 | 5 spots |
| communication skills | #18 | #15 | 3 spots |
| presentation skills | #13 | #16 | 3 spots |
| effectiveness | #17 | #17 | No Change |
| organizational skills | #14 | #18 | 4 spots |
| verbal and written communication skills | #15 | #19 | 4 spots |
| initiative | #16 | #20 | 4 spots |
Job titles you may be interested in
No skills pinned yet
Pin skills from the table to find similar job titles