Business Intelligence Analysts
Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.
- O*NET-SOC code
15-2051.01 - Preparation Job Zone Four: Considerable Preparation Needed
Wages
BLS doesn't publish wages for Business Intelligence Analysts separately. These are the figures for Data Scientists (15-2051), its parent occupation.
| 10th | 25th | Median | 75th | 90th |
|---|---|---|---|---|
| $67,240 | $85,660 | $120,230 | $158,880 | $199,130 |
By state (50)
| State | Employment | Median annual | Location quotient |
|---|---|---|---|
| Alabama | 1,740 | $103,120 | 0.49 |
| Alaska | 230 | $84,110 | 0.43 |
| Arizona | 4,560 | $107,240 | 0.83 |
| Arkansas | 530 | $109,390 | 0.24 |
| California | 39,310 | $141,590 | 1.28 |
| Colorado | 6,280 | $117,400 | 1.29 |
| Connecticut | 1,760 | $126,340 | 0.61 |
| Delaware | 770 | Not available | 0.94 |
| District of Columbia | 2,680 | $126,490 | 2.27 |
| Florida | 10,240 | $115,820 | 0.61 |
| Georgia | 9,260 | $104,340 | 1.12 |
| Hawaii | 300 | $102,130 | 0.29 |
| Idaho | 1,350 | $89,380 | 0.94 |
| Illinois | 10,520 | $106,560 | 1.02 |
| Indiana | 3,580 | $91,470 | 0.66 |
| Iowa | 2,300 | $95,830 | 0.87 |
| Kansas | 490 | $98,130 | 0.20 |
| Kentucky | 1,540 | $91,760 | 0.46 |
| Louisiana | 1,300 | $78,760 | 0.40 |
| Maine | 1,210 | $90,880 | 1.12 |
| Maryland | 3,340 | $136,370 | 0.72 |
| Massachusetts | 9,420 | $131,750 | 1.53 |
| Michigan | 7,360 | $100,590 | 0.99 |
| Minnesota | 4,020 | $128,800 | 0.81 |
| Mississippi | 440 | $69,490 | 0.23 |
| Missouri | 4,730 | $97,090 | 0.95 |
| Montana | 220 | $100,490 | 0.25 |
| Nebraska | 1,980 | $98,230 | 1.15 |
| Nevada | 1,680 | $98,540 | 0.64 |
| New Hampshire | 1,100 | $100,620 | 0.95 |
| New Jersey | 6,430 | $135,280 | 0.89 |
| New Mexico | 560 | $95,850 | 0.38 |
| New York | 23,970 | $130,460 | 1.47 |
| North Carolina | 11,430 | $119,090 | 1.37 |
| North Dakota | 210 | $81,900 | 0.29 |
| Ohio | 6,100 | $102,630 | 0.65 |
| Oklahoma | 1,900 | $86,310 | 0.66 |
| Oregon | 2,140 | $125,990 | 0.65 |
| Pennsylvania | 13,810 | $106,850 | 1.35 |
| Rhode Island | 1,160 | $102,440 | 1.37 |
| South Carolina | 3,750 | $91,990 | 0.96 |
| South Dakota | 220 | $96,150 | 0.29 |
| Tennessee | 2,790 | $100,330 | 0.50 |
| Texas | 25,860 | $122,090 | 1.09 |
| Utah | 4,360 | $108,090 | 1.49 |
| Vermont | 200 | $127,070 | 0.38 |
| Virginia | 8,920 | $126,430 | 1.29 |
| Washington | 9,600 | $163,350 | 1.60 |
| West Virginia | 390 | $85,090 | 0.33 |
| Wisconsin | 4,370 | $106,680 | 0.88 |
Similar occupations
Similarity is our measure: the cosine of importance x level over all 120 O*NET skills, knowledge areas and abilities. It is not an O*NET finding. More.
Circles are the 20 most similar occupations, coloured by Job Zone. Lines join pairs where one is among the other's 10 most similar; darker lines are pairs O*NET also lists as related. Drag a circle to move it out of the way; select one to open it.
| # | Occupation | Job Zone | Similarity |
|---|---|---|---|
| 1 | Survey Researchers | 5 | 0.968 |
| 2 | Economists | 5 | 0.967 |
| 3 | Market Research Analysts and Marketing Specialists | 4 | 0.966 |
| 4 | Data Warehousing Specialists | 4 | 0.963 |
| 5 | Clinical Data Managers | 4 | 0.959 |
| 6 | Search Marketing Strategists | 4 | 0.958 |
| 7 | Insurance Underwriters | 4 | 0.958 |
| 8 | Securities, Commodities, and Financial Services Sales Agents | 4 | 0.957 |
| 9 | Financial Quantitative Analysts | 5 | 0.956 |
| 10 | Logistics Analysts | 4 | 0.955 |
One skill away
Among the 50 occupations most similar to Business Intelligence Analysts, those at the same Job Zone or lower, where exactly one skill rated at least 3 in importance needs a level more than 0.75 points higher (on O*NET's 0-7 level scale). Our definition. Change the thresholds.
| Occupation | Skill to build | Level gap | Similarity |
|---|---|---|---|
| Data Warehousing Specialists | Programming | 1.25 | 0.963 |
| Securities, Commodities, and Financial Services Sales Agents | Management of Financial Resources | 1.00 | 0.957 |
| Logistics Analysts | Management of Personnel Resources | 0.88 | 0.955 |
| Social Science Research Assistants | Science | 2.63 | 0.953 |
| Personal Financial Advisors | Service Orientation | 1.00 | 0.949 |
| Budget Analysts | Management of Financial Resources | 2.13 | 0.947 |
| Data Scientists | Mathematics | 1.12 | 0.947 |
| Software Developers | Technology Design | 2.74 | 0.946 |
| Regulatory Affairs Specialists | Persuasion | 0.88 | 0.944 |
| Fraud Examiners, Investigators and Analysts | Management of Personnel Resources | 1.00 | 0.941 |
Software to learn next
Software used by at least 3 of the 20 occupations most similar to Business Intelligence Analysts, excluding software Business Intelligence Analysts already lists and any you named. Ranked by how many of them use it, weighted by how much more common it is among them than across all occupations (lift). Our ranking.
| Software | Similar jobs using it | Lift |
|---|---|---|
| Insightful S-PLUS | 7 of 20 | 17.0x |
| Camfit Data Limited Microfit | 3 of 20 | 46.2x |
| Quantitative Micro Software EViews | 3 of 20 | 46.2x |
| Oracle SQL Loader | 3 of 20 | 34.6x |
| Wolfram Research Mathematica | 5 of 20 | 7.7x |
| Econometric Software LIMDEP | 3 of 20 | 27.7x |
| Aptech Systems GAUSS | 3 of 20 | 19.8x |
| SAP PowerBuilder | 3 of 20 | 19.8x |
| Statistical software | 5 of 20 | 5.8x |
| STATISTICA | 3 of 20 | 11.5x |
Skills
From O*NET data. Importance is rated 1 to 5 and level 0 to 7.
| Skill | Type | Importance | Level |
|---|---|---|---|
| Reading Comprehension | Essential skill | 4.00 | 4.25 |
| Critical Thinking | Essential skill | 3.88 | 4.25 |
| Active Learning | Essential skill | 3.88 | 4.12 |
| Active Listening | Essential skill | 3.88 | 4.00 |
| Speaking | Essential skill | 3.88 | 4.00 |
| Writing | Essential skill | 3.75 | 4.00 |
| Judgment and Decision Making | Transferable skill | 3.62 | 4.00 |
| Mathematics | Essential skill | 3.50 | 3.88 |
| Complex Problem Solving | Transferable skill | 3.38 | 3.75 |
| Systems Analysis | Transferable skill | 3.12 | 3.75 |
| Systems Evaluation | Transferable skill | 3.12 | 3.75 |
| Monitoring | Essential skill | 3.12 | 3.25 |
| Time Management | Transferable skill | 3.12 | 3.00 |
| Coordination | Transferable skill | 3.00 | 3.00 |
| Instructing | Transferable skill | 3.00 | 3.00 |
| Learning Strategies | Essential skill | 3.00 | 3.00 |
| Persuasion | Transferable skill | 2.88 | 3.00 |
| Service Orientation | Transferable skill | 2.88 | 2.88 |
| Social Perceptiveness | Transferable skill | 2.88 | 2.88 |
| Negotiation | Transferable skill | 2.50 | 2.88 |
| Programming | Transferable skill | 2.50 | 2.50 |
| Management of Personnel Resources | Transferable skill | 2.12 | 2.00 |
| Quality Control Analysis | Transferable skill | 2.00 | 1.50 |
| Management of Financial Resources | Transferable skill | 1.88 | 1.75 |
| Operations Analysis | Transferable skill | 1.88 | 1.62 |
| Management of Material Resources | Transferable skill | 1.75 | 1.25 |
| Operations Monitoring | Transferable skill | 1.75 | 1.12 |
| Technology Design | Transferable skill | 1.62 | 0.88 |
| Science | Essential skill | 1.62 | 0.75 |
| Operation and Control | Transferable skill | 1.38 | 0.38 |
| Equipment Maintenance | Transferable skill | 1.00 | not rated |
| Equipment Selection | Transferable skill | 1.00 | not rated |
| Installation | Transferable skill | 1.00 | not rated |
| Repairing | Transferable skill | 1.00 | not rated |
| Troubleshooting | Transferable skill | 1.00 | not rated |
Knowledge (33) and abilities (52)
| Name | Importance | Level |
|---|---|---|
| Computers and Electronics | 4.29 | 5.41 |
| Mathematics | 3.82 | 4.67 |
| English Language | 3.77 | 4.41 |
| Administration and Management | 3.14 | 4.14 |
| Customer and Personal Service | 3.10 | 3.76 |
| Economics and Accounting | 3.00 | 3.59 |
| Communications and Media | 2.59 | 2.95 |
| Education and Training | 2.50 | 3.32 |
| Sales and Marketing | 2.45 | 3.14 |
| Administrative | 2.43 | 3.64 |
| Design | 2.43 | 2.50 |
| Engineering and Technology | 2.36 | 2.77 |
| Geography | 2.23 | 3.45 |
| Sociology and Anthropology | 2.23 | 2.59 |
| Psychology | 2.18 | 2.41 |
| Law and Government | 2.14 | 2.36 |
| Personnel and Human Resources | 1.91 | 2.23 |
| Production and Processing | 1.75 | 1.57 |
| History and Archeology | 1.73 | 1.77 |
| Telecommunications | 1.55 | 1.14 |
| Public Safety and Security | 1.55 | 1.00 |
| Fine Arts | 1.50 | 1.00 |
| Philosophy and Theology | 1.45 | 1.23 |
| Foreign Language | 1.36 | 0.77 |
| Medicine and Dentistry | 1.18 | not rated |
| Therapy and Counseling | 1.18 | not rated |
| Transportation | 1.18 | not rated |
| Building and Construction | 1.14 | not rated |
| Food Production | 1.14 | not rated |
| Mechanical | 1.14 | not rated |
| Biology | 1.09 | not rated |
| Chemistry | 1.09 | not rated |
| Physics | 1.09 | not rated |
| Name | Importance | Level |
|---|---|---|
| Oral Comprehension | 4.00 | 4.75 |
| Oral Expression | 4.00 | 4.75 |
| Written Comprehension | 4.00 | 4.62 |
| Inductive Reasoning | 4.00 | 4.38 |
| Written Expression | 4.00 | 4.12 |
| Deductive Reasoning | 3.75 | 4.50 |
| Category Flexibility | 3.62 | 4.00 |
| Information Ordering | 3.62 | 4.00 |
| Mathematical Reasoning | 3.50 | 3.75 |
| Speech Clarity | 3.50 | 3.50 |
| Fluency of Ideas | 3.38 | 3.88 |
| Speech Recognition | 3.38 | 3.38 |
| Problem Sensitivity | 3.25 | 3.50 |
| Flexibility of Closure | 3.25 | 3.12 |
| Number Facility | 3.12 | 3.62 |
| Near Vision | 3.12 | 3.50 |
| Originality | 3.12 | 3.25 |
| Selective Attention | 2.75 | 3.00 |
| Speed of Closure | 2.75 | 2.88 |
| Far Vision | 2.62 | 2.62 |
| Perceptual Speed | 2.50 | 2.75 |
| Visualization | 2.25 | 2.00 |
| Time Sharing | 2.12 | 2.12 |
| Memorization | 2.00 | 2.25 |
| Trunk Strength | 1.75 | 1.12 |
| Visual Color Discrimination | 1.62 | 0.88 |
| Auditory Attention | 1.62 | 0.75 |
| Hearing Sensitivity | 1.62 | 0.75 |
| Wrist-Finger Speed | 1.62 | 0.62 |
| Finger Dexterity | 1.50 | 0.50 |
| Depth Perception | 1.38 | 0.38 |
| Dynamic Strength | 1.25 | not rated |
| Arm-Hand Steadiness | 1.00 | not rated |
| Control Precision | 1.00 | not rated |
| Dynamic Flexibility | 1.00 | not rated |
| Explosive Strength | 1.00 | not rated |
| Extent Flexibility | 1.00 | not rated |
| Glare Sensitivity | 1.00 | not rated |
| Gross Body Coordination | 1.00 | not rated |
| Gross Body Equilibrium | 1.00 | not rated |
| Manual Dexterity | 1.00 | not rated |
| Multilimb Coordination | 1.00 | not rated |
| Night Vision | 1.00 | not rated |
| Peripheral Vision | 1.00 | not rated |
| Rate Control | 1.00 | not rated |
| Reaction Time | 1.00 | not rated |
| Response Orientation | 1.00 | not rated |
| Sound Localization | 1.00 | not rated |
| Spatial Orientation | 1.00 | not rated |
| Speed of Limb Movement | 1.00 | not rated |
| Stamina | 1.00 | not rated |
| Static Strength | 1.00 | not rated |
Software used
Examples from O*NET data. "Hot" and "in demand" are O*NET flags for technologies often listed in job postings.
- Amazon Web Services AWS software in demand
- Microsoft Azure software in demand
- Microsoft Excel in demand
- Microsoft Office software in demand
- Microsoft Power BI in demand
- Microsoft PowerPoint in demand
- Python in demand
- R in demand
- SAP software in demand
- SAS in demand
- Salesforce software in demand
- Snowflake in demand
- Structured query language SQL in demand
- Tableau in demand
- AJAX hot
- Adobe Acrobat hot
- Alteryx software hot
- Amazon DynamoDB hot
- Amazon Elastic Compute Cloud EC2 hot
- Amazon Redshift hot
- Apache Cassandra hot
- Apache Hadoop hot
- Apache Hive hot
- Apache Kafka hot
- Apache Spark hot
- Apache Tomcat hot
- Atlassian Confluence hot
- Atlassian JIRA hot
- Bash hot
- C hot
All 203
- C# hot
- C++ hot
- Django hot
- ESRI ArcGIS software hot
- Eclipse IDE hot
- Elasticsearch hot
- Epic Systems hot
- Extensible markup language XML hot
- Facebook hot
- Git hot
- GitHub hot
- Go hot
- Google Analytics hot
- Google Docs hot
- Google Looker Analytics hot
- Hibernate ORM hot
- Hypertext markup language HTML hot
- IBM DB2 hot
- IBM SPSS Statistics hot
- Informatica software hot
- JavaScript hot
- JavaScript Object Notation JSON hot
- Linux hot
- MEDITECH software hot
- Marketo Marketing Automation hot
- Microsoft .NET Framework hot
- Microsoft ASP.NET hot
- Microsoft Access hot
- Microsoft Active Server Pages ASP hot
- Microsoft Outlook hot
- Microsoft Power Automate hot
- Microsoft Power Platform software hot
- Microsoft PowerShell hot
- Microsoft Project hot
- Microsoft SQL Server hot
- Microsoft SQL Server Integration Services SSIS hot
- Microsoft SQL Server Reporting Services SSRS hot
- Microsoft SharePoint hot
- Microsoft Visio hot
- Microsoft Visual Basic hot
- Microsoft Visual Basic for Applications VBA hot
- Microsoft Visual Studio hot
- Microsoft Windows Server hot
- Microsoft Word hot
- MongoDB hot
- MySQL hot
- NoSQL hot
- Oracle Cloud software hot
- Oracle Database hot
- Oracle Java hot
- Oracle PL/SQL hot
- Oracle PeopleSoft hot
- Oracle Primavera Enterprise Project Portfolio Management hot
- Oracle SQL Developer hot
- PHP hot
- Perl hot
- PostgreSQL hot
- Red Hat Enterprise Linux hot
- Ruby hot
- SAP ERP hot
- Scala hot
- Shell script hot
- Splunk Enterprise hot
- Swift hot
- Teradata Database hot
- The MathWorks MATLAB hot
- Transact-SQL hot
- UNIX hot
- UNIX Shell hot
- jQuery hot
- Actuate Eclipse BIRT
- Adobe ActionScript
- Adobe Dreamweaver
- Advanced business application programming ABAP
- Airtable
- Apache Ant
- Apache Groovy
- Apache HTTP Server
- Apache Pig
- Apache Solr
- Apache Struts
- Blackbaud The Raiser's Edge
- Business Objects Data Integrator
- Citrix cloud computing software
- Common business oriented language COBOL
- Customer information control system CICS
- Data modeling software
- Data warehouse software
- Database software
- Delphi Technology
- Drupal
- Dynamic hypertext markup language DHTML
- Eko
- Enterprise JavaBeans
- Ext JS
- Extensible hypertext markup language XHTML
- FileMaker Pro
- Fund accounting software
- Geographic information system GIS software
- Google Ads
- Google Sites
- Google Slides
- Healthcare common procedure coding system HCPCS
- Hewlett Packard HP-UX
- Hewlett Packard LoadRunner
- Human resource management software HRMS
- IBM Cognos Impromptu
- IBM Domino
- IBM InfoSphere DataStage
- IBM Notes
- IBM Power Systems software
- IBM Unica Enterprise
- IBM WebSphere
- Informatica Data Explorer
- Information Builders WebFOCUS
- Integrated development environment IDE software
- Job control language JCL
- Jupyter Notebook
- KornShell
- LexisNexis
- McAfee
- Medical condition coding software
- Medical procedure coding software
- MicroStrategy
- Microsoft ActiveX
- Microsoft Dynamics
- Microsoft Dynamics GP
- Microsoft Exchange
- Microsoft Proclarity
- Microsoft Publisher
- Microsoft Visual Basic Scripting Edition VBScript
- Minitab
- Nagios
- NetSuite ERP
- NortonLifeLock cybersecurity software
- Oracle Business Intelligence Enterprise Edition
- Oracle E-Business Suite Financials
- Oracle Eloqua
- Oracle Essbase
- Oracle Fusion Applications
- Oracle Hyperion
- Oracle JD Edwards EnterpriseOne
- Oracle JDBC
- Oracle JavaServer Pages JSP
- Oracle PeopleSoft Financials
- Oracle Siebel Marketing Resource Management
- Oracle Solaris
- Oracle Taleo
- Oracle WebLogic Server
- PTC Creo Parametric
- Panorama NovaView
- Qlik Tech QlikView
- Quest Erwin Data Modeler
- Red Hat WildFly
- Relational database management software
- Reporting software
- Rogue Wave Software IMSL Numerical Libraries
- Ruby on Rails
- SAP Business Objects
- SAP BusinessObjects Data Integrator
- SAP Crystal Reports
- SAP NetWeaver BW
- Salesforce Visualforce
- SiSense Prism
- Skype
- StataCorp Stata
- Tax software
- Ubuntu
- Unified modeling language UML
- Veritas NetBackup
- Virtual private networking VPN software
- Wireshark
- YouTube
Where it concentrates
BLS doesn't publish wages for Business Intelligence Analysts separately. These are the figures for Data Scientists (15-2051), its parent occupation.
Metro areas ranked by BLS location quotient: the occupation's share of the area's jobs divided by its share of all US jobs. Above 1 means more concentrated than the nation. Metros employing fewer than 100 are left out.
| Metro area | Employment | Location quotient | Median annual |
|---|---|---|---|
| Bloomington, IL | 590 | 4.00 | $120,760 |
| San Jose-Sunnyvale-Santa Clara, CA | 6,060 | 3.16 | $185,080 |
| San Francisco-Oakland-Fremont, CA | 10,460 | 2.61 | $170,110 |
| Seattle-Tacoma-Bellevue, WA | 8,370 | 2.38 | $164,740 |
| Durham-Chapel Hill, NC | 1,320 | 2.28 | $106,500 |
| Salt Lake City-Murray, UT | 2,970 | 2.13 | $114,990 |
| Charlotte-Concord-Gastonia, NC-SC | 4,420 | 1.93 | $132,460 |
| Madison, WI | 1,290 | 1.87 | Not available |
| Oshkosh-Neenah, WI | 290 | 1.85 | $100,920 |
| Des Moines-West Des Moines, IA | 1,240 | 1.82 | $103,030 |