Period
to 20 November 2017

The table below provides summary statistics for permanent job vacancies advertised in England 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 > England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 257 337 402
Rank change year-on-year +80 +65 +209
Permanent jobs citing Tableau 2259 1651 1611
As % of all permanent IT jobs advertised in England 1.34% 0.94% 0.78%
As % of the Vendors category 3.02% 2.14% 1.71%
Number of salaries quoted 1748 1408 1297
England 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 £78,750 £80,000 £82,500
UK median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 74722 77148 94029
As % of all permanent IT jobs advertised in England 44.35% 43.70% 45.71%
Number of salaries quoted 58265 62894 77308
England median annual salary £47,500 £47,500 £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 median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

Tableau
Job Vacancy Trend in England

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

Job vacancy trend for Tableau in England

Tableau
Salary Trend in England

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

Salary trend for Tableau in England

Tableau
Salary Histogram in England

The salary distribution of IT jobs citing Tableau in England over the 6 months to 20 November 2017.

Salary histogram for Tableau in England

Tableau
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Tableau within the England region 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
London +54 1369 £55,000 -4.35% 70
North of England +97 272 £42,500 - 27
South East +62 214 £46,000 -3.16% 25
Midlands +71 174 £40,000 -5.88% 6
North West +56 164 £43,750 +15.13% 12
East of England +15 126 £45,000 -5.26% 7
West Midlands +88 120 £40,000 -13.04% 3
South West +71 103 £42,500 - 12
Yorkshire +40 91 £42,500 -1.73% 14
East Midlands +13 54 £37,500 -6.25% 3
North East +15 18 £40,750 +35.83% 1
Tableau
UK

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 across the England region with a requirement for Tableau.

1 1495 (66.18%) Business Intelligence
2 1490 (65.96%) SQL
3 1136 (50.29%) Analytics
4 944 (41.79%) Visualisation
5 789 (34.93%) Finance
6 774 (34.26%) Data Warehouse
7 734 (32.49%) SQL Server
8 726 (32.14%) QlikView
9 656 (29.04%) Power BI
10 616 (27.27%) ETL
11 593 (26.25%) Data Visualisation
12 591 (26.16%) Analytical Skills
13 532 (23.55%) Microsoft
14 526 (23.28%) SQL Server Reporting Services
15 522 (23.11%) Microsoft Excel
16 508 (22.49%) SQL Server Integration Services
17 500 (22.13%) Python
18 467 (20.67%) Data Modelling
19 461 (20.41%) Agile Software Development
20 436 (19.30%) Degree
21 409 (18.11%) Data Analytics
22 401 (17.75%) Oracle
23 369 (16.33%) SAS
24 364 (16.11%) R
25 353 (15.63%) Big Data
26 328 (14.52%) Banking
27 327 (14.48%) Data Analysis
28 325 (14.39%) SQL Server Analysis Services
29 323 (14.30%) T-SQL
30 319 (14.12%) Marketing

Tableau
Co-occurring IT Skills in England 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
1 369 (16.33%) SAS
2 160 (7.08%) Apache Spark
3 60 (2.66%) SharePoint
4 48 (2.12%) Tomcat
5 46 (2.04%) JBoss
6 41 (1.81%) Apache Pig
7 24 (1.06%) Apache
8 16 (0.71%) Elasticsearch
9 9 (0.40%) GeoServer
10 8 (0.35%) IIS
11 7 (0.31%) Confluence
12 5 (0.22%) BizTalk Server
12 5 (0.22%) NetWeaver
13 4 (0.18%) FileNet
13 4 (0.18%) Jupyter
13 4 (0.18%) Oracle SOA Suite
13 4 (0.18%) SharePoint Server
13 4 (0.18%) WordPress
14 2 (0.089%) Drupal
15 1 (0.044%) MS Project Server
Applications
1 522 (23.11%) Microsoft Excel
2 149 (6.60%) Microsoft PowerPoint
3 120 (5.31%) SPSS
4 69 (3.05%) Microsoft Office
5 31 (1.37%) Spreadsheet
6 15 (0.66%) MS Visio
7 5 (0.22%) Microsoft Project
8 4 (0.18%) EngageOne
9 2 (0.089%) Maya
9 2 (0.089%) Stata
10 1 (0.044%) EViews
10 1 (0.044%) LaTeX
10 1 (0.044%) Weka
Business Applications
1 27 (1.20%) WebTrends
2 19 (0.84%) Actimize
3 18 (0.80%) Cognos Business Intelligence
4 17 (0.75%) Dynamics CRM
4 17 (0.75%) SAP InfiniteInsight
5 16 (0.71%) SAP ERP
6 9 (0.40%) HFM
7 8 (0.35%) Adobe Campaign
8 7 (0.31%) Oracle AML
9 6 (0.27%) Cognos TM1
9 6 (0.27%) SAP BPC
9 6 (0.27%) SAP Business One
10 5 (0.22%) Cognos Planning
10 5 (0.22%) Dynamics GP
10 5 (0.22%) FastStats
10 5 (0.22%) NetSuite
10 5 (0.22%) SAP Business ByDesign
11 4 (0.18%) Exstream
11 4 (0.18%) Hyperion Enterprise
11 4 (0.18%) Unit4 Business World
Cloud Services
1 247 (10.93%) Microsoft Azure
2 193 (8.54%) Amazon AWS
3 107 (4.74%) Google Analytics
4 71 (3.14%) Adobe Analytics
5 58 (2.57%) Google Cloud Platform
6 40 (1.77%) Azure Machine Learning
7 33 (1.46%) Azure Data Factory
8 26 (1.15%) GitHub
9 21 (0.93%) Cloud Computing
10 19 (0.84%) AdWords
10 19 (0.84%) Amazon EMR
10 19 (0.84%) Amazon Kinesis
11 17 (0.75%) Google Tag Manager
12 16 (0.71%) OpenShift
12 16 (0.71%) SaaS
13 6 (0.27%) Amazon S3
13 6 (0.27%) Office 365
14 4 (0.18%) BIME
14 4 (0.18%) G Suite
14 4 (0.18%) IBM Blueworks
Communications & Networking
1 34 (1.51%) SMS
2 7 (0.31%) Kerberos
3 6 (0.27%) Internet
4 4 (0.18%) FTP
4 4 (0.18%) LDAP
4 4 (0.18%) WebEx
5 1 (0.044%) HTTP
Database & Business Intelligence
1 774 (34.26%) Data Warehouse
2 734 (32.49%) SQL Server
3 726 (32.14%) QlikView
4 656 (29.04%) Power BI
5 526 (23.28%) SQL Server Reporting Services
6 508 (22.49%) SQL Server Integration Services
7 353 (15.63%) Big Data
8 325 (14.39%) SQL Server Analysis Services
9 306 (13.55%) BusinessObjects
9 306 (13.55%) Hadoop
10 189 (8.37%) Spotfire
11 130 (5.75%) NoSQL
12 119 (5.27%) Relational Database
13 107 (4.74%) Data Mining
14 104 (4.60%) Apache Hive
15 97 (4.29%) PostgreSQL
16 96 (4.25%) SQL Server 2016
17 94 (4.16%) SQL Server 2012
18 86 (3.81%) MySQL
19 79 (3.50%) OLAP
Development Applications
1 68 (3.01%) Talend Open Studio
2 55 (2.43%) Visual Studio
3 52 (2.30%) Team Foundation Server
4 50 (2.21%) Maven
5 46 (2.04%) JUnit
5 46 (2.04%) Mockito
5 46 (2.04%) Sonatype Nexus
6 34 (1.51%) SQL Server Management Studio (SSMS)
7 32 (1.42%) JIRA
8 21 (0.93%) ERwin
9 11 (0.49%) Octopus Deploy
9 11 (0.49%) Oracle Forms
10 8 (0.35%) Git (software)
10 8 (0.35%) Jenkins
10 8 (0.35%) Toad
11 4 (0.18%) PowerDesigner
11 4 (0.18%) Subversion
12 3 (0.13%) Oracle APEX
13 2 (0.089%) Hudson
13 2 (0.089%) Selenium
General
1 789 (34.93%) Finance
2 328 (14.52%) Banking
3 319 (14.12%) Marketing
4 206 (9.12%) Retail
5 162 (7.17%) Retail Banking
6 148 (6.55%) Investment Banking
7 83 (3.67%) Publishing
8 54 (2.39%) Advertising
9 53 (2.35%) Telecoms
10 38 (1.68%) Legal
11 36 (1.59%) Manufacturing
12 30 (1.33%) Electronics
13 23 (1.02%) Private Banking
14 18 (0.80%) Back Office
14 18 (0.80%) Games
15 17 (0.75%) German Language
16 15 (0.66%) Automotive
17 14 (0.62%) Pharmaceutical
18 9 (0.40%) Aerospace
18 9 (0.40%) Law
Job Titles
1 704 (31.16%) Analyst
2 604 (26.74%) Developer
3 346 (15.32%) Business Intelligence Developer
4 277 (12.26%) Consultant
5 257 (11.38%) Data Analyst
6 243 (10.76%) Business Intelligence Analyst
7 150 (6.64%) SQL Developer
8 120 (5.31%) Business Developer
8 120 (5.31%) Business Intelligence Consultant
9 119 (5.27%) Senior Developer
10 115 (5.09%) SQL Analyst
11 114 (5.05%) Analytics Manager
12 103 (4.56%) Senior Analyst
13 96 (4.25%) SQL BI Developer
14 93 (4.12%) Data Manager
15 89 (3.94%) Data Scientist
16 86 (3.81%) Analytics Consultant
17 77 (3.41%) Business Analyst
18 76 (3.36%) Data Analytics Manager
18 76 (3.36%) Data Consultant
Libraries, Frameworks & Software Standards
1 121 (5.36%) MDX
2 117 (5.18%) .NET
3 68 (3.01%) HTML
4 62 (2.74%) Middleware
5 59 (2.61%) CSS
6 56 (2.48%) RESTful
7 50 (2.21%) Spring
8 48 (2.12%) J2EE
8 48 (2.12%) Web Services
9 47 (2.08%) JDBC
9 47 (2.08%) JMS
10 46 (2.04%) TIBCO EMS
11 40 (1.77%) D3.js
11 40 (1.77%) XML
12 32 (1.42%) ASP.NET
13 23 (1.02%) JSON
13 23 (1.02%) scikit-learn
14 21 (0.93%) TensorFlow
15 15 (0.66%) .NET Framework
16 13 (0.58%) Kafka
Miscellaneous
1 591 (26.16%) Analytical Skills
2 173 (7.66%) Computer Science
3 104 (4.60%) User Experience
4 85 (3.76%) Management Information System
5 79 (3.50%) Data Structures
6 69 (3.05%) Algorithms
7 54 (2.39%) Fintech
8 33 (1.46%) Credit Risk
8 33 (1.46%) Virtual Team
9 27 (1.20%) Greenfield Project
10 23 (1.02%) Enterprise Software
11 22 (0.97%) Life Science
12 21 (0.93%) Reinsurance
13 20 (0.89%) Mobile App
14 19 (0.84%) Foreign Exchange (FX)
15 17 (0.75%) FMCG
16 16 (0.71%) PMI
17 15 (0.66%) Data Centre
18 14 (0.62%) Social Media
19 12 (0.53%) NHS
Operating Systems
1 113 (5.00%) Unix
2 60 (2.66%) Linux
3 39 (1.73%) Windows
4 9 (0.40%) Windows Server
5 4 (0.18%) CentOS
5 4 (0.18%) Mac OS
5 4 (0.18%) Mac OS X
5 4 (0.18%) Red Hat Enterprise Linux
5 4 (0.18%) Windows 10
5 4 (0.18%) Windows 7
5 4 (0.18%) Windows Server 2012
6 2 (0.089%) Mesosphere
7 1 (0.044%) VMS
7 1 (0.044%) Windows Server 2008
Processes & Methodologies
1 1495 (66.18%) Business Intelligence
2 1136 (50.29%) Analytics
3 944 (41.79%) Visualisation
4 616 (27.27%) ETL
5 593 (26.25%) Data Visualisation
6 467 (20.67%) Data Modelling
7 461 (20.41%) Agile Software Development
8 409 (18.11%) Data Analytics
9 327 (14.48%) Data Analysis
10 235 (10.40%) Data Management
11 223 (9.87%) Mathematics
12 222 (9.83%) Stakeholder Management
13 199 (8.81%) Asset Management
14 190 (8.41%) Machine Learning
15 179 (7.92%) Data Integration
16 154 (6.82%) CRM
17 153 (6.77%) Wealth Management
18 151 (6.68%) Statistics
19 149 (6.60%) Dashboard Development
20 147 (6.51%) Project Management
Programming Languages
1 1490 (65.96%) SQL
2 500 (22.13%) Python
3 364 (16.11%) R
4 323 (14.30%) T-SQL
5 169 (7.48%) Java
6 152 (6.73%) VBA
7 119 (5.27%) C#
8 111 (4.91%) JavaScript
9 90 (3.98%) PL/SQL
10 64 (2.83%) Perl
11 59 (2.61%) MATLAB
12 53 (2.35%) Data Analysis Expressions (DAX)
13 50 (2.21%) Bash Shell
14 43 (1.90%) Scala
15 32 (1.42%) PowerShell
16 21 (0.93%) C
16 21 (0.93%) PHP
17 19 (0.84%) VB.NET
18 18 (0.80%) C++
18 18 (0.80%) Shell Script
Qualifications
1 436 (19.30%) Degree
2 53 (2.35%) Computer Science Degree
3 52 (2.30%) Numerate Degree
4 28 (1.24%) Master's Degree
5 23 (1.02%) MBA
5 23 (1.02%) PhD
6 22 (0.97%) Microsoft Certification
6 22 (0.97%) Security Cleared
7 19 (0.84%) SC Cleared
8 16 (0.71%) PMI Certification
9 11 (0.49%) PMP
9 11 (0.49%) Postgraduate
10 7 (0.31%) ISEB
10 7 (0.31%) MCITP
10 7 (0.31%) MCSE
11 6 (0.27%) ACCA
11 6 (0.27%) ITIL Foundation Certificate
11 6 (0.27%) PRINCE2 Practitioner
12 5 (0.22%) BC Cleared
13 4 (0.18%) CISA
Quality Assurance & Compliance
1 202 (8.94%) Data Quality
2 48 (2.12%) QA
3 36 (1.59%) GDPR
4 30 (1.33%) Sarbanes-Oxley
5 9 (0.40%) CRD IV
5 9 (0.40%) EMIR
5 9 (0.40%) MiFID
6 7 (0.31%) Solvency II
7 6 (0.27%) SLA
8 5 (0.22%) PMO
9 3 (0.13%) FATCA
10 2 (0.089%) Actionable Recommendations
10 2 (0.089%) GCP
10 2 (0.089%) ISAE 3402
10 2 (0.089%) PSD2
11 1 (0.044%) COBIT
11 1 (0.044%) ISO/IEC 27001
11 1 (0.044%) PCI DSS
11 1 (0.044%) PMBOK
System Software
1 39 (1.73%) Active Directory
2 28 (1.24%) Apache Flume
3 11 (0.49%) Docker
4 10 (0.44%) Oracle RAC
5 9 (0.40%) HDFS
6 8 (0.35%) VMware Infrastructure
7 5 (0.22%) Cronacle
8 4 (0.18%) VMware ESXi
9 2 (0.089%) Apache ZooKeeper
9 2 (0.089%) MapR-FS
Systems Management
1 16 (0.71%) Ganglia
2 9 (0.40%) Systems Management Server (SMS)
3 7 (0.31%) Hadoop YARN
4 6 (0.27%) Control-M
5 5 (0.22%) Kibana
5 5 (0.22%) Oozie
6 4 (0.18%) Dollar Universe
6 4 (0.18%) Kubernetes
6 4 (0.18%) Nagios
7 2 (0.089%) Ambari
7 2 (0.089%) Docker Swarm
7 2 (0.089%) IBM BigFix
7 2 (0.089%) yum
8 1 (0.044%) Grafana
8 1 (0.044%) Oracle Identity Manager
8 1 (0.044%) Puppet
8 1 (0.044%) Rundeck
Vendors
1 532 (23.55%) Microsoft
2 401 (17.75%) Oracle
3 192 (8.50%) Cognos
4 178 (7.88%) Google
5 166 (7.35%) SAP
6 138 (6.11%) Alteryx
7 124 (5.49%) MicroStrategy
8 100 (4.43%) Informatica
9 78 (3.45%) Adobe
10 73 (3.23%) TIBCO
11 72 (3.19%) Teradata
12 68 (3.01%) Talend
13 61 (2.70%) Cloudera
14 44 (1.95%) IBM
15 42 (1.86%) Netezza
16 38 (1.68%) Salesforce.com
17 34 (1.51%) Splunk
18 33 (1.46%) Hortonworks
19 31 (1.37%) Birst
20 29 (1.28%) Ab Initio