Period
to 20 November 2017

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 20 November 2017 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
20 Nov 2017
Same period 2016 Same period 2015
Rank 259 341 405
Rank change year-on-year +82 +64 +230
Permanent jobs citing Tableau 2381 1744 1664
As % of all permanent IT jobs advertised in the UK 1.32% 0.93% 0.76%
As % of the Vendors category 2.97% 2.13% 1.66%
Number of salaries quoted 1843 1438 1341
UK median annual salary £50,000 £52,500 £50,000
Median salary % change year-on-year -4.76% +5.00% -
10th Percentile £31,250 £32,500 £31,750
90th Percentile £77,500 £78,750 £82,500
UK excluding London median annual salary £42,501 £45,000 £45,000
% change year-on-year -5.55% - +2.27%

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 80053 82031 99991
As % of all permanent IT jobs advertised in the UK 44.53% 43.85% 45.72%
Number of salaries quoted 61918 66235 81408
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
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 £41,000
% change year-on-year - +3.66% +2.50%

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 20 November 2017.

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 20 November 2017. 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 +80 2259 £50,000 -4.76% 152
London +54 1369 £55,000 -4.35% 72
UK excluding London +132 971 £42,501 -5.55% 84
North of England +97 272 £42,500 - 30
South East +62 214 £46,000 -3.16% 26
Midlands +71 174 £40,000 -5.88% 6
North West +56 164 £43,750 +15.13% 15
East of England +15 126 £45,000 -5.26% 6
West Midlands +88 120 £40,000 -13.04% 3
South West +71 103 £42,500 - 12
Yorkshire +40 91 £42,500 -1.73% 14
Scotland +1 71 £45,000 -30.77% 2
East Midlands +13 54 £37,500 -6.25% 3
North East +15 18 £40,750 +35.83% 1
Wales +21 13 £42,500 - 2
Northern Ireland - 3 £35,000 -

For the 6 months to 20 November 2017, 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 1589 (66.74%) Business Intelligence
2 1557 (65.39%) SQL
3 1167 (49.01%) Analytics
4 992 (41.66%) Visualisation
5 842 (35.36%) Finance
6 810 (34.02%) Data Warehouse
7 779 (32.72%) SQL Server
8 778 (32.68%) QlikView
9 687 (28.85%) Power BI
10 665 (27.93%) ETL
11 614 (25.79%) Data Visualisation
12 608 (25.54%) Analytical Skills
13 575 (24.15%) Microsoft
14 569 (23.90%) SQL Server Reporting Services
15 543 (22.81%) Microsoft Excel
16 541 (22.72%) SQL Server Integration Services
17 528 (22.18%) Python
18 482 (20.24%) Agile Software Development
19 474 (19.91%) Data Modelling
20 455 (19.11%) Degree
21 431 (18.10%) Oracle
22 414 (17.39%) Data Analytics
23 401 (16.84%) SAS
24 378 (15.88%) Big Data
24 378 (15.88%) R
25 344 (14.45%) T-SQL
26 339 (14.24%) Data Analysis
27 334 (14.03%) Banking
28 333 (13.99%) SQL Server Analysis Services
29 331 (13.90%) Marketing

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
1 401 (16.84%) SAS
2 164 (6.89%) Apache Spark
3 63 (2.65%) SharePoint
4 48 (2.02%) Tomcat
5 47 (1.97%) Apache Pig
6 46 (1.93%) JBoss
7 24 (1.01%) Apache
8 16 (0.67%) Elasticsearch
9 9 (0.38%) GeoServer
10 8 (0.34%) IIS
11 7 (0.29%) Confluence
12 5 (0.21%) BizTalk Server
12 5 (0.21%) NetWeaver
13 4 (0.17%) FileNet
13 4 (0.17%) Jupyter
13 4 (0.17%) Oracle SOA Suite
13 4 (0.17%) SharePoint Server
13 4 (0.17%) WordPress
14 2 (0.084%) Drupal
15 1 (0.042%) MS Project Server
Applications
1 543 (22.81%) Microsoft Excel
2 150 (6.30%) Microsoft PowerPoint
3 121 (5.08%) SPSS
4 73 (3.07%) Microsoft Office
5 31 (1.30%) Spreadsheet
6 15 (0.63%) MS Visio
7 6 (0.25%) Microsoft Project
8 4 (0.17%) EngageOne
9 2 (0.084%) Maya
9 2 (0.084%) Stata
10 1 (0.042%) EViews
10 1 (0.042%) LaTeX
10 1 (0.042%) Weka
Business Applications
1 27 (1.13%) WebTrends
2 23 (0.97%) Cognos Business Intelligence
3 21 (0.88%) Dynamics CRM
4 19 (0.80%) Actimize
5 17 (0.71%) SAP InfiniteInsight
6 16 (0.67%) SAP ERP
7 9 (0.38%) HFM
8 8 (0.34%) Adobe Campaign
9 7 (0.29%) Oracle AML
10 6 (0.25%) Cognos TM1
10 6 (0.25%) SAP BPC
10 6 (0.25%) SAP Business One
11 5 (0.21%) Cognos Planning
11 5 (0.21%) Dynamics GP
11 5 (0.21%) FastStats
11 5 (0.21%) NetSuite
11 5 (0.21%) SAP Business ByDesign
12 4 (0.17%) Exstream
12 4 (0.17%) Hyperion Enterprise
12 4 (0.17%) Unit4 Business World
Cloud Services
1 260 (10.92%) Microsoft Azure
2 203 (8.53%) Amazon AWS
3 107 (4.49%) Google Analytics
4 71 (2.98%) Adobe Analytics
5 59 (2.48%) Google Cloud Platform
6 40 (1.68%) Azure Machine Learning
7 39 (1.64%) Azure Data Factory
8 29 (1.22%) GitHub
9 24 (1.01%) Cloud Computing
10 20 (0.84%) AdWords
11 19 (0.80%) Amazon EMR
11 19 (0.80%) Amazon Kinesis
12 17 (0.71%) Google Tag Manager
13 16 (0.67%) OpenShift
13 16 (0.67%) SaaS
14 11 (0.46%) PaaS
15 6 (0.25%) Amazon S3
15 6 (0.25%) Office 365
16 4 (0.17%) G Suite
16 4 (0.17%) IBM Blueworks
Communications & Networking
1 34 (1.43%) SMS
2 7 (0.29%) Kerberos
3 6 (0.25%) Internet
4 4 (0.17%) FTP
4 4 (0.17%) LDAP
4 4 (0.17%) WebEx
5 3 (0.13%) HTTP
Database & Business Intelligence
1 810 (34.02%) Data Warehouse
2 779 (32.72%) SQL Server
3 778 (32.68%) QlikView
4 687 (28.85%) Power BI
5 569 (23.90%) SQL Server Reporting Services
6 541 (22.72%) SQL Server Integration Services
7 378 (15.88%) Big Data
8 333 (13.99%) SQL Server Analysis Services
9 322 (13.52%) BusinessObjects
10 320 (13.44%) Hadoop
11 201 (8.44%) Spotfire
12 137 (5.75%) NoSQL
13 122 (5.12%) Relational Database
14 111 (4.66%) Apache Hive
15 109 (4.58%) Data Mining
16 108 (4.54%) SQL Server 2012
17 101 (4.24%) PostgreSQL
18 96 (4.03%) SQL Server 2016
19 93 (3.91%) MySQL
20 82 (3.44%) OLAP
Development Applications
1 69 (2.90%) Talend Open Studio
2 66 (2.77%) Team Foundation Server
3 59 (2.48%) Visual Studio
4 50 (2.10%) Maven
5 46 (1.93%) JUnit
5 46 (1.93%) Mockito
5 46 (1.93%) Sonatype Nexus
6 34 (1.43%) SQL Server Management Studio (SSMS)
7 32 (1.34%) JIRA
8 21 (0.88%) ERwin
9 12 (0.50%) Oracle Forms
10 11 (0.46%) Octopus Deploy
11 10 (0.42%) Jenkins
12 8 (0.34%) Git (software)
12 8 (0.34%) Toad
13 4 (0.17%) PowerDesigner
13 4 (0.17%) Selenium
13 4 (0.17%) Subversion
14 3 (0.13%) Oracle APEX
14 3 (0.13%) WebDriver
General
1 842 (35.36%) Finance
2 334 (14.03%) Banking
3 331 (13.90%) Marketing
4 208 (8.74%) Retail
5 162 (6.80%) Retail Banking
6 148 (6.22%) Investment Banking
7 83 (3.49%) Publishing
8 55 (2.31%) Advertising
9 53 (2.23%) Telecoms
10 39 (1.64%) Manufacturing
11 38 (1.60%) Legal
12 30 (1.26%) Electronics
13 25 (1.05%) Games
14 23 (0.97%) Private Banking
15 18 (0.76%) Back Office
16 17 (0.71%) German Language
17 15 (0.63%) Automotive
18 14 (0.59%) Pharmaceutical
19 9 (0.38%) Aerospace
19 9 (0.38%) Law
Job Titles
1 731 (30.70%) Analyst
2 648 (27.22%) Developer
3 379 (15.92%) Business Intelligence Developer
4 306 (12.85%) Consultant
5 273 (11.47%) Data Analyst
6 246 (10.33%) Business Intelligence Analyst
7 169 (7.10%) SQL Developer
8 135 (5.67%) Business Intelligence Consultant
9 128 (5.38%) Business Developer
10 121 (5.08%) Senior Developer
11 117 (4.91%) SQL Analyst
12 116 (4.87%) Analytics Manager
13 115 (4.83%) SQL BI Developer
14 108 (4.54%) Senior Analyst
15 97 (4.07%) Data Scientist
16 93 (3.91%) Data Manager
17 88 (3.70%) Analytics Consultant
18 86 (3.61%) Data Consultant
19 80 (3.36%) Business Intelligence Lead
20 77 (3.23%) SSIS Developer
Libraries, Frameworks & Software Standards
1 121 (5.08%) MDX
2 118 (4.96%) .NET
3 70 (2.94%) HTML
4 62 (2.60%) Middleware
5 59 (2.48%) CSS
6 56 (2.35%) RESTful
7 50 (2.10%) Spring
8 48 (2.02%) J2EE
8 48 (2.02%) Web Services
9 47 (1.97%) JDBC
9 47 (1.97%) JMS
10 46 (1.93%) TIBCO EMS
11 45 (1.89%) D3.js
12 40 (1.68%) XML
13 32 (1.34%) ASP.NET
14 23 (0.97%) JSON
14 23 (0.97%) scikit-learn
15 21 (0.88%) TensorFlow
16 16 (0.67%) Pandas
17 15 (0.63%) .NET Framework
Miscellaneous
1 608 (25.54%) Analytical Skills
2 180 (7.56%) Computer Science
3 104 (4.37%) User Experience
4 88 (3.70%) Management Information System
5 82 (3.44%) Data Structures
6 71 (2.98%) Algorithms
7 58 (2.44%) Fintech
8 41 (1.72%) Virtual Team
9 40 (1.68%) Credit Risk
10 28 (1.18%) Greenfield Project
11 23 (0.97%) Enterprise Software
12 22 (0.92%) Life Science
13 21 (0.88%) Reinsurance
14 20 (0.84%) Mobile App
15 19 (0.80%) Foreign Exchange (FX)
16 17 (0.71%) FMCG
17 16 (0.67%) PMI
17 16 (0.67%) Social Media
18 15 (0.63%) Data Centre
19 12 (0.50%) NHS
Operating Systems
1 116 (4.87%) Unix
2 64 (2.69%) Linux
3 42 (1.76%) Windows
4 12 (0.50%) Windows Server
5 4 (0.17%) CentOS
5 4 (0.17%) Mac OS
5 4 (0.17%) Mac OS X
5 4 (0.17%) Red Hat Enterprise Linux
5 4 (0.17%) Windows 10
5 4 (0.17%) Windows 7
5 4 (0.17%) Windows Server 2012
6 2 (0.084%) Mesosphere
7 1 (0.042%) VMS
7 1 (0.042%) Windows Server 2008
Processes & Methodologies
1 1589 (66.74%) Business Intelligence
2 1167 (49.01%) Analytics
3 992 (41.66%) Visualisation
4 665 (27.93%) ETL
5 614 (25.79%) Data Visualisation
6 482 (20.24%) Agile Software Development
7 474 (19.91%) Data Modelling
8 414 (17.39%) Data Analytics
9 339 (14.24%) Data Analysis
10 250 (10.50%) Data Management
11 229 (9.62%) Mathematics
12 228 (9.58%) Stakeholder Management
13 205 (8.61%) Machine Learning
14 200 (8.40%) Asset Management
15 179 (7.52%) Data Integration
16 162 (6.80%) Project Management
17 160 (6.72%) CRM
18 159 (6.68%) Dashboard Development
19 156 (6.55%) Statistics
20 153 (6.43%) Wealth Management
Programming Languages
1 1557 (65.39%) SQL
2 528 (22.18%) Python
3 378 (15.88%) R
4 344 (14.45%) T-SQL
5 175 (7.35%) Java
6 156 (6.55%) VBA
7 119 (5.00%) C#
8 115 (4.83%) JavaScript
9 93 (3.91%) PL/SQL
10 66 (2.77%) MATLAB
11 65 (2.73%) Perl
12 53 (2.23%) Data Analysis Expressions (DAX)
13 50 (2.10%) Bash Shell
13 50 (2.10%) Scala
14 35 (1.47%) PowerShell
15 21 (0.88%) C
15 21 (0.88%) PHP
16 19 (0.80%) Ruby
16 19 (0.80%) VB.NET
17 18 (0.76%) C++
Qualifications
1 455 (19.11%) Degree
2 56 (2.35%) Numerate Degree
3 53 (2.23%) Computer Science Degree
4 30 (1.26%) Master's Degree
5 26 (1.09%) PhD
6 23 (0.97%) MBA
6 23 (0.97%) Security Cleared
7 22 (0.92%) Microsoft Certification
8 20 (0.84%) SC Cleared
9 16 (0.67%) PMI Certification
10 12 (0.50%) Postgraduate
11 11 (0.46%) PMP
12 9 (0.38%) ISEB
13 7 (0.29%) MCITP
13 7 (0.29%) MCSE
14 6 (0.25%) ACCA
14 6 (0.25%) ITIL Foundation Certificate
14 6 (0.25%) PRINCE2 Practitioner
15 5 (0.21%) BC Cleared
16 4 (0.17%) CISA
Quality Assurance & Compliance
1 211 (8.86%) Data Quality
2 50 (2.10%) QA
3 38 (1.60%) GDPR
4 30 (1.26%) Sarbanes-Oxley
5 9 (0.38%) CRD IV
5 9 (0.38%) EMIR
5 9 (0.38%) MiFID
6 7 (0.29%) SLA
6 7 (0.29%) Solvency II
7 5 (0.21%) PMO
8 4 (0.17%) Actionable Recommendations
9 3 (0.13%) FATCA
10 2 (0.084%) GCP
10 2 (0.084%) ISAE 3402
10 2 (0.084%) ISO/IEC 27001
10 2 (0.084%) PSD2
11 1 (0.042%) COBIT
11 1 (0.042%) PCI DSS
11 1 (0.042%) PMBOK
System Software
1 42 (1.76%) Active Directory
2 28 (1.18%) Apache Flume
3 11 (0.46%) Docker
3 11 (0.46%) VMware Infrastructure
4 10 (0.42%) HDFS
4 10 (0.42%) Oracle RAC
5 5 (0.21%) Cronacle
6 4 (0.17%) VMware ESXi
7 3 (0.13%) Hyper-V
7 3 (0.13%) vSphere
8 2 (0.084%) Apache ZooKeeper
8 2 (0.084%) MapR-FS
Systems Management
1 16 (0.67%) Ganglia
2 9 (0.38%) Systems Management Server (SMS)
3 7 (0.29%) Hadoop YARN
4 6 (0.25%) Control-M
4 6 (0.25%) Oozie
5 5 (0.21%) Ambari
5 5 (0.21%) Grafana
5 5 (0.21%) Kibana
6 4 (0.17%) Dollar Universe
6 4 (0.17%) Kubernetes
6 4 (0.17%) Nagios
7 2 (0.084%) Docker Swarm
7 2 (0.084%) IBM BigFix
7 2 (0.084%) yum
8 1 (0.042%) Oracle Identity Manager
8 1 (0.042%) Puppet
8 1 (0.042%) Rundeck
Vendors
1 575 (24.15%) Microsoft
2 431 (18.10%) Oracle
3 205 (8.61%) Cognos
4 189 (7.94%) Google
5 170 (7.14%) SAP
6 138 (5.80%) Alteryx
7 132 (5.54%) MicroStrategy
8 118 (4.96%) Informatica
9 83 (3.49%) Teradata
10 78 (3.28%) Adobe
11 74 (3.11%) TIBCO
12 69 (2.90%) Talend
13 62 (2.60%) Cloudera
14 51 (2.14%) Netezza
15 48 (2.02%) IBM
16 46 (1.93%) Salesforce.com
17 38 (1.60%) Splunk
18 33 (1.39%) Hortonworks
19 31 (1.30%) Birst
19 31 (1.30%) VMware