Period
to 23 August 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 23 August 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
23 Aug 2017
Same period 2016 Same period 2015
Rank 263 342 410
Rank change year-on-year +79 +68 +229
Permanent jobs citing Tableau 2336 1787 1624
As % of all permanent IT jobs advertised in the UK 1.33% 0.91% 0.75%
As % of the Vendors category 2.98% 2.05% 1.61%
Number of salaries quoted 1849 1453 1279
UK median annual salary £50,000 £52,500 £52,000
Median salary % change year-on-year -4.76% +0.96% -5.45%
10th Percentile £31,250 £33,250 £32,572
90th Percentile £80,000 £77,500 £85,250
UK excluding London median annual salary £40,000 £42,500 £46,125
% change year-on-year -5.88% -7.86% +2.50%

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 78363 87307 100566
As % of all permanent IT jobs advertised in the UK 44.53% 44.37% 46.43%
Number of salaries quoted 60937 70984 81235
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 £41,500 £40,000
% 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 23 August 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 23 August 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 +93 2224 £50,000 -4.76% 130
London +56 1428 £57,500 - 77
UK excluding London +149 881 £40,000 -5.88% 60
North of England +43 215 £40,000 +6.67% 30
South East +115 209 £47,500 - 11
Midlands +138 200 £40,000 -5.88% 4
North West +1 134 £41,500 +10.67% 17
West Midlands +81 123 £40,000 -11.11% 3
East of England +17 105 £37,000 -12.94% 8
East Midlands +70 77 £40,000 +6.67% 1
South West +21 73 £40,000 -14.89%
Scotland +29 71 £45,000 -14.29% 5
Yorkshire +23 64 £35,000 -17.65% 11
North East - 17 £45,250 - 2
Wales +15 12 £42,500 +3.74%
Northern Ireland - 7 £57,000 - 2

For the 6 months to 23 August 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 1540 (65.92%) SQL
2 1516 (64.90%) Business Intelligence
3 1113 (47.65%) Analytics
4 928 (39.73%) Visualisation
5 785 (33.60%) Finance
6 776 (33.22%) SQL Server
7 768 (32.88%) QlikView
8 694 (29.71%) Data Warehouse
9 663 (28.38%) Power BI
10 650 (27.83%) Microsoft
11 635 (27.18%) Data Visualisation
12 603 (25.81%) ETL
13 581 (24.87%) Analytical Skills
14 578 (24.74%) SQL Server Reporting Services
15 550 (23.54%) SQL Server Integration Services
16 540 (23.12%) Microsoft Excel
17 484 (20.72%) Agile Software Development
18 467 (19.99%) Python
19 446 (19.09%) Oracle
20 442 (18.92%) Big Data
21 440 (18.84%) Degree
22 434 (18.58%) SAS
23 422 (18.07%) Data Modelling
24 395 (16.91%) R
25 389 (16.65%) Data Analytics
26 361 (15.45%) T-SQL
27 348 (14.90%) Retail
28 347 (14.85%) SQL Server Analysis Services
29 327 (14.00%) BusinessObjects
30 319 (13.66%) Hadoop

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
1 434 (18.58%) SAS
2 145 (6.21%) Apache Spark
3 59 (2.53%) Tomcat
4 53 (2.27%) JBoss
5 48 (2.05%) SharePoint
6 39 (1.67%) Apache Pig
7 25 (1.07%) Apache
8 22 (0.94%) Confluence
9 9 (0.39%) Apache Solr
10 8 (0.34%) Luigi
11 7 (0.30%) IIS
12 6 (0.26%) Elasticsearch
12 6 (0.26%) Oracle SOA Suite
13 5 (0.21%) Jupyter
13 5 (0.21%) NetWeaver
14 4 (0.17%) FileNet
14 4 (0.17%) WordPress
15 3 (0.13%) nginx
15 3 (0.13%) OpenStack
15 3 (0.13%) WebSphere
Applications
1 540 (23.12%) Microsoft Excel
2 137 (5.86%) SPSS
3 135 (5.78%) Microsoft PowerPoint
4 66 (2.83%) Microsoft Office
5 44 (1.88%) Spreadsheet
6 36 (1.54%) MS Visio
7 7 (0.30%) SPSS Modeler
8 5 (0.21%) Adobe Illustrator
9 4 (0.17%) Microsoft Project
9 4 (0.17%) Pipeline Pilot
10 2 (0.086%) Maya
10 2 (0.086%) Photoshop
10 2 (0.086%) Weka
11 1 (0.043%) EngageOne
11 1 (0.043%) Gephi
11 1 (0.043%) GNU Octave
11 1 (0.043%) LaTeX
Business Applications
1 34 (1.46%) Actimize
2 29 (1.24%) Cognos Business Intelligence
3 24 (1.03%) Dynamics CRM
4 20 (0.86%) SAP InfiniteInsight
5 12 (0.51%) Cognos TM1
6 11 (0.47%) SAP ERP
7 9 (0.39%) Oracle EBS R12
8 8 (0.34%) Dynamics GP
8 8 (0.34%) FastStats
8 8 (0.34%) Oracle AML
8 8 (0.34%) WebTrends
9 7 (0.30%) Dynamics NAV
10 6 (0.26%) Adobe Campaign
10 6 (0.26%) HFM
10 6 (0.26%) SAP BPC
11 5 (0.21%) Eloqua
11 5 (0.21%) Salesforce.com CRM
12 4 (0.17%) Hyperion Enterprise
12 4 (0.17%) NetSuite
13 3 (0.13%) Dynamics AX
Cloud Services
1 293 (12.54%) Microsoft Azure
2 198 (8.48%) Amazon AWS
3 68 (2.91%) Google Analytics
4 65 (2.78%) Google Cloud Platform
5 52 (2.23%) Azure Machine Learning
6 24 (1.03%) Adobe Analytics
7 21 (0.90%) GitHub
8 20 (0.86%) Cloud Computing
8 20 (0.86%) SaaS
9 17 (0.73%) Azure Data Factory
10 14 (0.60%) Amazon EMR
11 10 (0.43%) Amazon S3
11 10 (0.43%) Google Tag Manager
12 9 (0.39%) Amazon Kinesis
13 7 (0.30%) AdWords
13 7 (0.30%) OpenShift
14 6 (0.26%) Amazon EC2
15 5 (0.21%) Office 365
16 4 (0.17%) BIME
16 4 (0.17%) G Suite
Communications & Networking
1 9 (0.39%) Kerberos
2 8 (0.34%) SMS
2 8 (0.34%) WebEx
3 5 (0.21%) Internet
3 5 (0.21%) LDAP
4 4 (0.17%) FTP
4 4 (0.17%) SSL
5 3 (0.13%) 3G
5 3 (0.13%) 4G
5 3 (0.13%) Broadband
5 3 (0.13%) Firewall
5 3 (0.13%) GoToMeeting
5 3 (0.13%) Intranet
5 3 (0.13%) VSAT
6 2 (0.086%) Extranet
6 2 (0.086%) HTTP
7 1 (0.043%) Cisco Nexus
7 1 (0.043%) DHCP
7 1 (0.043%) DNS
Database & Business Intelligence
1 776 (33.22%) SQL Server
2 768 (32.88%) QlikView
3 694 (29.71%) Data Warehouse
4 663 (28.38%) Power BI
5 578 (24.74%) SQL Server Reporting Services
6 550 (23.54%) SQL Server Integration Services
7 442 (18.92%) Big Data
8 347 (14.85%) SQL Server Analysis Services
9 327 (14.00%) BusinessObjects
10 319 (13.66%) Hadoop
11 171 (7.32%) Relational Database
12 170 (7.28%) Spotfire
13 121 (5.18%) Data Mining
14 117 (5.01%) NoSQL
15 107 (4.58%) PostgreSQL
15 107 (4.58%) SQL Server 2016
16 99 (4.24%) Apache Hive
17 85 (3.64%) MySQL
18 84 (3.60%) OLAP
18 84 (3.60%) SQL Server 2012
Development Applications
1 68 (2.91%) Team Foundation Server
2 55 (2.35%) Maven
3 54 (2.31%) Mockito
4 51 (2.18%) JUnit
4 51 (2.18%) Sonatype Nexus
4 51 (2.18%) Talend Open Studio
5 47 (2.01%) JIRA
6 44 (1.88%) Visual Studio
7 25 (1.07%) SQL Server Management Studio (SSMS)
8 20 (0.86%) PowerDesigner
9 14 (0.60%) Octopus Deploy
10 12 (0.51%) Git (software)
11 11 (0.47%) Jenkins
12 10 (0.43%) ERwin
13 8 (0.34%) Oracle Forms
14 6 (0.26%) Toad
15 4 (0.17%) Selenium
16 3 (0.13%) Cucumber
16 3 (0.13%) RSpec
16 3 (0.13%) TestNG
General
1 785 (33.60%) Finance
2 348 (14.90%) Retail
3 311 (13.31%) Marketing
4 262 (11.22%) Banking
5 135 (5.78%) Investment Banking
6 132 (5.65%) Retail Banking
7 93 (3.98%) Publishing
8 83 (3.55%) Legal
9 73 (3.13%) Telecoms
10 43 (1.84%) Manufacturing
11 41 (1.76%) Advertising
12 33 (1.41%) Electronics
13 31 (1.33%) Games
14 27 (1.16%) Pharmaceutical
15 23 (0.98%) Private Banking
16 22 (0.94%) Back Office
17 18 (0.77%) German Language
17 18 (0.77%) Local Government
18 13 (0.56%) Automotive
18 13 (0.56%) Law
Job Titles
1 731 (31.29%) Analyst
2 655 (28.04%) Developer
3 369 (15.80%) Business Intelligence Developer
4 291 (12.46%) Consultant
5 245 (10.49%) Business Intelligence Analyst
6 221 (9.46%) Data Analyst
7 170 (7.28%) SQL Developer
8 152 (6.51%) Senior Developer
9 143 (6.12%) SQL Analyst
10 123 (5.27%) Data Scientist
11 117 (5.01%) Data Consultant
12 115 (4.92%) Analytics Consultant
13 109 (4.67%) Tableau Developer
14 108 (4.62%) Analytics Manager
15 107 (4.58%) SQL BI Developer
16 103 (4.41%) Senior Analyst
17 92 (3.94%) Report Analyst
18 90 (3.85%) Business Intelligence Consultant
19 86 (3.68%) Business Developer
20 85 (3.64%) Data Manager
Libraries, Frameworks & Software Standards
1 157 (6.72%) .NET
2 116 (4.97%) MDX
3 65 (2.78%) RESTful
4 62 (2.65%) J2EE
5 60 (2.57%) XML
6 59 (2.53%) Spring
7 58 (2.48%) Middleware
8 56 (2.40%) HTML
9 55 (2.35%) JMS
10 51 (2.18%) JDBC
10 51 (2.18%) TIBCO EMS
11 49 (2.10%) Web Services
12 47 (2.01%) D3.js
13 37 (1.58%) CSS
14 25 (1.07%) scikit-learn
15 22 (0.94%) Natural Language Processing
15 22 (0.94%) Pandas
16 21 (0.90%) JSON
17 18 (0.77%) Kafka
18 11 (0.47%) AngularJS
Miscellaneous
1 581 (24.87%) Analytical Skills
2 184 (7.88%) Computer Science
3 89 (3.81%) User Experience
4 88 (3.77%) Management Information System
5 87 (3.72%) Algorithms
6 73 (3.13%) Data Structures
7 62 (2.65%) Fintech
8 28 (1.20%) FMCG
9 25 (1.07%) Foreign Exchange (FX)
10 23 (0.98%) Credit Risk
11 22 (0.94%) Life Science
12 21 (0.90%) NHS
13 18 (0.77%) Linux Command Line
14 17 (0.73%) Mobile App
15 15 (0.64%) PMI
15 15 (0.64%) Social Media
15 15 (0.64%) Virtual Team
16 13 (0.56%) Greenfield Project
16 13 (0.56%) Reinsurance
17 12 (0.51%) Data Centre
Operating Systems
1 112 (4.79%) Unix
2 85 (3.64%) Linux
3 40 (1.71%) Windows
4 14 (0.60%) Windows Server
5 9 (0.39%) Windows Server 2008
6 7 (0.30%) Windows Server 2012
7 5 (0.21%) Windows 10
8 4 (0.17%) CentOS
8 4 (0.17%) Mac OS
8 4 (0.17%) Mac OS X
8 4 (0.17%) Red Hat Enterprise Linux
8 4 (0.17%) Windows 7
9 2 (0.086%) Mesosphere
10 1 (0.043%) VMS
Processes & Methodologies
1 1516 (64.90%) Business Intelligence
2 1113 (47.65%) Analytics
3 928 (39.73%) Visualisation
4 635 (27.18%) Data Visualisation
5 603 (25.81%) ETL
6 484 (20.72%) Agile Software Development
7 422 (18.07%) Data Modelling
8 389 (16.65%) Data Analytics
9 291 (12.46%) Data Analysis
10 229 (9.80%) Machine Learning
11 215 (9.20%) Data Management
12 206 (8.82%) Stakeholder Management
13 204 (8.73%) Mathematics
14 183 (7.83%) Asset Management
15 169 (7.23%) Project Management
16 167 (7.15%) CRM
17 155 (6.64%) Data Integration
18 151 (6.46%) Business Analytics
19 149 (6.38%) Statistics
20 146 (6.25%) Dashboard Development
Programming Languages
1 1540 (65.92%) SQL
2 467 (19.99%) Python
3 395 (16.91%) R
4 361 (15.45%) T-SQL
5 186 (7.96%) Java
6 145 (6.21%) VBA
7 115 (4.92%) C#
8 103 (4.41%) PL/SQL
9 99 (4.24%) JavaScript
10 70 (3.00%) Data Analysis Expressions (DAX)
11 62 (2.65%) Perl
12 60 (2.57%) Scala
13 58 (2.48%) MATLAB
14 56 (2.40%) Bash Shell
15 27 (1.16%) VB
16 25 (1.07%) PowerShell
17 23 (0.98%) C
17 23 (0.98%) Ruby
18 22 (0.94%) C++
19 17 (0.73%) PHP
Qualifications
1 440 (18.84%) Degree
2 81 (3.47%) Numerate Degree
3 71 (3.04%) Computer Science Degree
4 35 (1.50%) Microsoft Certification
5 32 (1.37%) Security Cleared
6 26 (1.11%) PhD
7 25 (1.07%) Master's Degree
8 20 (0.86%) ISEB
9 19 (0.81%) MBA
9 19 (0.81%) SC Cleared
10 15 (0.64%) PMI Certification
11 12 (0.51%) PMP
12 11 (0.47%) ITIL Foundation Certificate
13 8 (0.34%) MCITP
13 8 (0.34%) MCSE
14 7 (0.30%) ACCA
15 6 (0.26%) PRINCE2 Practitioner
16 5 (0.21%) Postgraduate
17 4 (0.17%) CIMA
17 4 (0.17%) Oracle Certification
Quality Assurance & Compliance
1 218 (9.33%) Data Quality
2 67 (2.87%) QA
3 23 (0.98%) GDPR
4 19 (0.81%) Sarbanes-Oxley
5 17 (0.73%) SLA
6 8 (0.34%) PMO
7 4 (0.17%) Actionable Recommendations
7 4 (0.17%) ISO/IEC 27001
8 3 (0.13%) FATCA
8 3 (0.13%) GCP
8 3 (0.13%) Solvency II
9 2 (0.086%) CRD IV
9 2 (0.086%) EMIR
9 2 (0.086%) MiFID
10 1 (0.043%) EFQM
System Software
1 47 (2.01%) Active Directory
2 27 (1.16%) Apache Flume
3 13 (0.56%) VMware Infrastructure
4 8 (0.34%) HDFS
5 6 (0.26%) Docker
5 6 (0.26%) Oracle RAC
6 5 (0.21%) Cronacle
6 5 (0.21%) Hyper-V
7 4 (0.17%) VMware ESXi
8 2 (0.086%) vSphere
9 1 (0.043%) Apache ZooKeeper
Systems Management
1 12 (0.51%) Control-M
2 7 (0.30%) Ambari
2 7 (0.30%) Ganglia
3 4 (0.17%) Kibana
3 4 (0.17%) Opscode Chef
3 4 (0.17%) Puppet
3 4 (0.17%) Systems Management Server (SMS)
4 3 (0.13%) Ansible
4 3 (0.13%) Kubernetes
5 2 (0.086%) Docker Swarm
5 2 (0.086%) Grafana
6 1 (0.043%) Dollar Universe
6 1 (0.043%) SCOM
6 1 (0.043%) yum
Vendors
1 650 (27.83%) Microsoft
2 446 (19.09%) Oracle
3 181 (7.75%) SAP
4 176 (7.53%) Cognos
5 150 (6.42%) MicroStrategy
6 138 (5.91%) Google
7 131 (5.61%) Alteryx
8 108 (4.62%) Informatica
9 96 (4.11%) TIBCO
10 68 (2.91%) Teradata
11 56 (2.40%) Cloudera
12 51 (2.18%) Netezza
12 51 (2.18%) Talend
13 45 (1.93%) IBM
14 43 (1.84%) Hortonworks
15 42 (1.80%) Splunk
16 35 (1.50%) Adobe
17 33 (1.41%) VMware
18 31 (1.33%) MapR
19 28 (1.20%) Salesforce.com