Period
to 17 January 2018

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of Tableau products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Tableau over the 6 months to 17 January 2018 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Tableau Software.

Tableau
UK
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 250 333 376
Rank change year-on-year +83 +43 +234
Permanent jobs citing Tableau 2,302 1,682 1,741
As % of all permanent IT jobs advertised in the UK 1.33% 0.95% 0.85%
As % of the Vendors category 2.98% 2.16% 1.86%
Number of salaries quoted 1,794 1,417 1,376
UK median annual salary £50,000 £50,000 £50,000
10th Percentile £31,250 £31,250 £31,250
90th Percentile £80,000 £77,500 £80,000
UK excluding London median annual salary £45,000 £45,000 £45,000

Tableau is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 77,326 77,795 93,389
As % of all permanent IT jobs advertised in the UK 44.65% 43.74% 45.45%
Number of salaries quoted 60,534 62,629 76,521
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

Tableau
Job Vacancy Trend

Job postings citing Tableau as a percentage of all IT jobs advertised.

Job vacancy trend for Tableau in the UK

Tableau
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Tableau.

Salary trend for Tableau in the UK

Tableau
Salary Histogram

The salary distribution of IT jobs citing Tableau over the 6 months to 17 January 2018.

Salary histogram for Tableau in the UK

Tableau
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Tableau within the UK over the 6 months to 17 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +72 2,189 £50,000 - 279
London +46 1,257 £57,500 +4.55% 167
UK excluding London +125 990 £45,000 - 115
North of England +82 279 £42,500 +6.25% 44
South East +64 231 £45,000 -5.26% 19
East of England +62 170 £57,500 +4.55% 11
North West +42 158 £45,000 +28.57% 24
Midlands +34 138 £37,500 -11.76% 17
South West +75 109 £41,000 -3.53% 21
Yorkshire +71 109 £40,250 -5.29% 19
West Midlands +65 99 £41,500 -9.78% 12
Scotland -6 59 £45,000 +7.24% 1
East Midlands -9 39 £32,500 -18.75% 5
North East -3 15 £38,000 +31.03% 1
Wales +17 11 £38,000 +11.76% 1
Northern Ireland - 2 £30,000 - 1

For the 6 months to 17 January 2018, IT jobs citing Tableau also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Tableau.

1 1,565 (67.98%) Business Intelligence
2 1,480 (64.29%) SQL
3 1,126 (48.91%) Analytics
4 1,015 (44.09%) Visualisation
5 799 (34.71%) Data Warehouse
6 795 (34.54%) SQL Server
7 750 (32.58%) QlikView
8 722 (31.36%) Power BI
9 709 (30.80%) Finance
10 643 (27.93%) ETL
11 601 (26.11%) Data Visualisation
12 577 (25.07%) SQL Server Reporting Services
13 556 (24.15%) Microsoft
14 545 (23.68%) SQL Server Integration Services
15 541 (23.50%) Analytical Skills
16 506 (21.98%) Python
17 459 (19.94%) Microsoft Excel
18 430 (18.68%) Degree
19 428 (18.59%) Agile Software Development
20 408 (17.72%) Big Data
21 392 (17.03%) Data Analytics
22 386 (16.77%) Data Modelling
23 359 (15.60%) R
24 354 (15.38%) SQL Server Analysis Services
25 345 (14.99%) SAS
26 342 (14.86%) Data Analysis
27 335 (14.55%) Oracle
28 326 (14.16%) Hadoop
29 320 (13.90%) T-SQL
30 288 (12.51%) Microsoft Azure

Tableau
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 345 (14.99%) SAS
2 177 (7.69%) Apache Spark
3 62 (2.69%) Apache Pig
4 50 (2.17%) SharePoint
5 30 (1.30%) Apache
6 24 (1.04%) Tomcat
7 22 (0.96%) Elasticsearch
7 22 (0.96%) JBoss
8 11 (0.48%) GeoServer
9 8 (0.35%) Apache Airflow
10 6 (0.26%) IIS
11 5 (0.22%) Apache Geronimo
11 5 (0.22%) BizTalk Server
11 5 (0.22%) GlassFish
11 5 (0.22%) Luigi
11 5 (0.22%) NetWeaver
11 5 (0.22%) Oracle SOA Suite
11 5 (0.22%) WebSphere
12 4 (0.17%) SharePoint Server
12 4 (0.17%) WebLogic
Applications
1 459 (19.94%) Microsoft Excel
2 126 (5.47%) SPSS
3 111 (4.82%) Microsoft PowerPoint
4 55 (2.39%) Microsoft Office
5 13 (0.56%) Weka
6 12 (0.52%) MS Visio
7 9 (0.39%) Spreadsheet
8 7 (0.30%) Microsoft Project
9 4 (0.17%) EngageOne
9 4 (0.17%) Photoshop
10 3 (0.13%) Stata
11 2 (0.087%) Maya
12 1 (0.043%) EViews
Business Applications
1 38 (1.65%) WebTrends
2 29 (1.26%) Cognos Business Intelligence
3 17 (0.74%) SAP InfiniteInsight
4 15 (0.65%) Dynamics CRM
5 14 (0.61%) SAP ERP
6 13 (0.56%) Actimize
7 11 (0.48%) SAP HCM
7 11 (0.48%) SAP HR
8 7 (0.30%) Cognos TM1
8 7 (0.30%) NetSuite
9 6 (0.26%) Cognos Planning
9 6 (0.26%) HFM
9 6 (0.26%) SAP BPC
9 6 (0.26%) SAP Business One
10 5 (0.22%) Adobe Campaign
10 5 (0.22%) MetaTrader
10 5 (0.22%) Oracle EBS
10 5 (0.22%) SAP Business ByDesign
10 5 (0.22%) Unit4 Business World
11 4 (0.17%) Sage X3
Cloud Services
1 288 (12.51%) Microsoft Azure
2 206 (8.95%) Amazon AWS
3 128 (5.56%) Google Analytics
4 88 (3.82%) Adobe Analytics
5 84 (3.65%) Azure Data Factory
6 70 (3.04%) Google Cloud Platform
7 41 (1.78%) Cortana Intelligence Suite
8 32 (1.39%) GitHub
9 31 (1.35%) Azure Machine Learning
10 29 (1.26%) Serverless
11 27 (1.17%) AdWords
12 26 (1.13%) Cloud Computing
13 24 (1.04%) Amazon Kinesis
14 20 (0.87%) AWS Lambda
14 20 (0.87%) IaaS
15 19 (0.83%) PaaS
16 17 (0.74%) Amazon EMR
17 16 (0.70%) SaaS
18 14 (0.61%) OpenShift
19 13 (0.56%) Google Tag Manager
Communications & Networking
1 39 (1.69%) SMS
2 9 (0.39%) Kerberos
3 8 (0.35%) LDAP
4 6 (0.26%) Internet
5 3 (0.13%) VoIP
6 1 (0.043%) HTTP
6 1 (0.043%) SAN
6 1 (0.043%) TCP/IP
Database & Business Intelligence
1 799 (34.71%) Data Warehouse
2 795 (34.54%) SQL Server
3 750 (32.58%) QlikView
4 722 (31.36%) Power BI
5 577 (25.07%) SQL Server Reporting Services
6 545 (23.68%) SQL Server Integration Services
7 408 (17.72%) Big Data
8 354 (15.38%) SQL Server Analysis Services
9 326 (14.16%) Hadoop
10 234 (10.17%) BusinessObjects
11 197 (8.56%) Spotfire
12 143 (6.21%) NoSQL
13 138 (5.99%) Relational Database
14 112 (4.87%) Data Mining
15 107 (4.65%) Data Lake
16 100 (4.34%) Apache Hive
17 97 (4.21%) SQL Server 2012
18 82 (3.56%) SQL Server 2016
19 75 (3.26%) Azure SQL Database
20 71 (3.08%) Amazon Redshift
Development Applications
1 84 (3.65%) Visual Studio
2 61 (2.65%) Team Foundation Server
3 46 (2.00%) Git (software)
4 41 (1.78%) SQL Server Management Studio (SSMS)
5 30 (1.30%) ERwin
5 30 (1.30%) JIRA
6 25 (1.09%) Maven
7 17 (0.74%) JUnit
8 16 (0.70%) Mockito
8 16 (0.70%) Sonatype Nexus
9 8 (0.35%) Jenkins
9 8 (0.35%) Octopus Deploy
9 8 (0.35%) Toad
10 7 (0.30%) Oracle Forms
11 6 (0.26%) Ant
12 5 (0.22%) Subversion
13 4 (0.17%) gulp
14 3 (0.13%) Gradle
14 3 (0.13%) NUnit
14 3 (0.13%) Rhino Mocks
General
1 709 (30.80%) Finance
2 285 (12.38%) Banking
3 252 (10.95%) Marketing
4 173 (7.52%) Retail
5 104 (4.52%) Retail Banking
6 93 (4.04%) Investment Banking
7 77 (3.34%) Advertising
8 58 (2.52%) Publishing
9 33 (1.43%) Telecoms
10 32 (1.39%) Automotive
11 25 (1.09%) Games
12 23 (1.00%) Legal
13 18 (0.78%) Manufacturing
14 17 (0.74%) Electronics
14 17 (0.74%) German Language
15 12 (0.52%) Front Office
16 11 (0.48%) Private Banking
17 10 (0.43%) General Ledger
17 10 (0.43%) Law
18 9 (0.39%) Back Office
Job Titles
1 671 (29.15%) Analyst
2 591 (25.67%) Developer
3 370 (16.07%) Business Intelligence Developer
4 301 (13.08%) Consultant
5 251 (10.90%) Business Intelligence Analyst
6 249 (10.82%) Data Analyst
7 146 (6.34%) SQL Developer
8 145 (6.30%) Business Intelligence Consultant
9 113 (4.91%) Business Developer
10 111 (4.82%) Architect
11 105 (4.56%) Senior Analyst
12 100 (4.34%) SQL Analyst
13 97 (4.21%) Analytics Manager
14 93 (4.04%) SQL BI Developer
15 79 (3.43%) Business Analyst
16 78 (3.39%) Data Consultant
17 76 (3.30%) Analytics Consultant
17 76 (3.30%) Data Scientist
18 75 (3.26%) Data Architect
18 75 (3.26%) Insight Analyst
Libraries, Frameworks & Software Standards
1 114 (4.95%) MDX
2 109 (4.74%) .NET
3 86 (3.74%) HTML
4 74 (3.21%) CSS
5 53 (2.30%) Web Services
6 46 (2.00%) D3.js
7 34 (1.48%) Middleware
8 32 (1.39%) Kafka
8 32 (1.39%) XML
9 31 (1.35%) ASP.NET
10 25 (1.09%) JSON
10 25 (1.09%) RESTful
10 25 (1.09%) Spring
11 24 (1.04%) JMS
12 23 (1.00%) REST
13 21 (0.91%) AngularJS
14 20 (0.87%) J2EE
15 19 (0.83%) Pandas
16 18 (0.78%) .NET Framework
17 17 (0.74%) HTML5
Miscellaneous
1 541 (23.50%) Analytical Skills
2 155 (6.73%) Computer Science
3 108 (4.69%) User Experience
4 93 (4.04%) Management Information System
5 87 (3.78%) Data Structures
6 62 (2.69%) Algorithms
7 45 (1.95%) Fintech
8 44 (1.91%) Greenfield Project
9 42 (1.82%) Credit Risk
10 41 (1.78%) Virtual Team
11 33 (1.43%) Analytical Mindset
12 23 (1.00%) Reinsurance
13 22 (0.96%) Enterprise Software
14 17 (0.74%) Life Science
15 15 (0.65%) Social Media
16 14 (0.61%) Data Centre
17 13 (0.56%) Mobile App
18 12 (0.52%) Equities
19 11 (0.48%) Clustering
19 11 (0.48%) NHS
Operating Systems
1 72 (3.13%) Unix
2 62 (2.69%) Linux
3 33 (1.43%) Windows
4 9 (0.39%) Windows Server
5 3 (0.13%) Windows 7
6 2 (0.087%) Mac OS X
6 2 (0.087%) Mesosphere
7 1 (0.043%) Android
7 1 (0.043%) Mac OS
7 1 (0.043%) Red Hat Enterprise Linux
7 1 (0.043%) VMS
7 1 (0.043%) Windows 10
7 1 (0.043%) Windows 8
7 1 (0.043%) Windows Server 2008
7 1 (0.043%) Windows Server 2012
Processes & Methodologies
1 1,565 (67.98%) Business Intelligence
2 1,126 (48.91%) Analytics
3 1,015 (44.09%) Visualisation
4 643 (27.93%) ETL
5 601 (26.11%) Data Visualisation
6 428 (18.59%) Agile Software Development
7 392 (17.03%) Data Analytics
8 386 (16.77%) Data Modelling
9 342 (14.86%) Data Analysis
10 274 (11.90%) Data Management
11 240 (10.43%) Mathematics
12 223 (9.69%) Stakeholder Management
13 221 (9.60%) Machine Learning
14 173 (7.52%) Data Integration
15 146 (6.34%) Project Management
16 145 (6.30%) Statistics
17 134 (5.82%) Migration
18 133 (5.78%) Asset Management
19 128 (5.56%) Business Analytics
20 126 (5.47%) Dashboard Development
Programming Languages
1 1,480 (64.29%) SQL
2 506 (21.98%) Python
3 359 (15.60%) R
4 320 (13.90%) T-SQL
5 171 (7.43%) Java
6 149 (6.47%) VBA
7 139 (6.04%) C#
8 120 (5.21%) JavaScript
9 59 (2.56%) Scala
10 56 (2.43%) PL/SQL
11 55 (2.39%) MATLAB
12 48 (2.09%) Data Analysis Expressions (DAX)
13 37 (1.61%) Perl
13 37 (1.61%) PowerShell
14 28 (1.22%) VB.NET
15 25 (1.09%) PHP
16 19 (0.83%) Bash Shell
17 15 (0.65%) Shell Script
17 15 (0.65%) U-SQL
18 14 (0.61%) C
Qualifications
1 430 (18.68%) Degree
2 47 (2.04%) Computer Science Degree
3 45 (1.95%) Numerate Degree
4 33 (1.43%) Master's Degree
5 29 (1.26%) PhD
6 27 (1.17%) Microsoft Certification
7 25 (1.09%) MBA
8 13 (0.56%) Postgraduate
8 13 (0.56%) Security Cleared
9 10 (0.43%) PMI Certification
10 8 (0.35%) SC Cleared
11 7 (0.30%) PMP
12 6 (0.26%) MCSE
12 6 (0.26%) PRINCE2 Practitioner
13 5 (0.22%) MCITP
14 4 (0.17%) CIMA
14 4 (0.17%) CompTIA Security+
14 4 (0.17%) ISTQB
14 4 (0.17%) MCSA
15 3 (0.13%) CISA
Quality Assurance & Compliance
1 177 (7.69%) Data Quality
2 40 (1.74%) GDPR
3 34 (1.48%) QA
4 30 (1.30%) Sarbanes-Oxley
5 15 (0.65%) MiFID
6 14 (0.61%) EMIR
7 13 (0.56%) CRD IV
8 9 (0.39%) Solvency II
9 4 (0.17%) Actionable Recommendations
9 4 (0.17%) GCP
9 4 (0.17%) PMO
9 4 (0.17%) SLA
10 3 (0.13%) ISO/IEC 27001
11 2 (0.087%) ISAE 3402
11 2 (0.087%) PSD2
12 1 (0.043%) COBIT
12 1 (0.043%) Dodd-Frank
12 1 (0.043%) HIPAA
12 1 (0.043%) PCI DSS
12 1 (0.043%) PMBOK
System Software
1 33 (1.43%) HDFS
2 27 (1.17%) Active Directory
3 26 (1.13%) Apache Flume
3 26 (1.13%) Docker
4 17 (0.74%) Virtual Machines
5 6 (0.26%) Oracle RAC
6 5 (0.22%) Cronacle
7 4 (0.17%) VMware Infrastructure
8 3 (0.13%) Hyper-V
8 3 (0.13%) vSphere
9 2 (0.087%) Apache ZooKeeper
9 2 (0.087%) MapR-FS
Systems Management
1 14 (0.61%) Ganglia
2 11 (0.48%) Hadoop YARN
2 11 (0.48%) Oozie
2 11 (0.48%) Systems Management Server (SMS)
3 7 (0.30%) Kubernetes
4 5 (0.22%) Kibana
4 5 (0.22%) Oracle Identity Manager
5 4 (0.17%) Dollar Universe
5 4 (0.17%) Nagios
6 3 (0.13%) Grafana
7 2 (0.087%) Ambari
7 2 (0.087%) Docker Swarm
7 2 (0.087%) IBM BigFix
7 2 (0.087%) Rundeck
7 2 (0.087%) yum
8 1 (0.043%) Puppet
Vendors
1 556 (24.15%) Microsoft
2 335 (14.55%) Oracle
3 251 (10.90%) Google
4 189 (8.21%) Cognos
5 180 (7.82%) Alteryx
6 150 (6.52%) SAP
7 107 (4.65%) Informatica
7 107 (4.65%) MicroStrategy
8 98 (4.26%) Adobe
9 95 (4.13%) Teradata
10 83 (3.61%) Talend
11 64 (2.78%) IBM
12 63 (2.74%) Cloudera
13 58 (2.52%) Salesforce.com
14 54 (2.35%) Netezza
15 46 (2.00%) TIBCO
16 36 (1.56%) Hortonworks
17 32 (1.39%) Birst
18 30 (1.30%) Omniture
19 28 (1.22%) Splunk