Period
to 21 October 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 21 October 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
21 Oct 2017
Same period 2016 Same period 2015
Rank 262 337 400
Rank change year-on-year +75 +63 +230
Permanent jobs citing Tableau 2341 1774 1685
As % of all permanent IT jobs advertised in the UK 1.34% 0.93% 0.77%
As % of the Vendors category 3.03% 2.12% 1.67%
Number of salaries quoted 1814 1445 1324
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 £32,150
90th Percentile £77,500 £78,750 £85,000
UK excluding London median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +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 77246 83771 100801
As % of all permanent IT jobs advertised in the UK 44.38% 43.84% 46.01%
Number of salaries quoted 59718 67614 81968
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 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 21 October 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 21 October 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 +87 2226 £50,000 -4.76% 104
London +57 1389 £55,000 -4.35% 55
UK excluding London +127 927 £42,500 -5.56% 50
North of England +70 244 £42,500 +6.25% 20
South East +91 204 £47,500 - 11
Midlands +92 191 £40,000 -5.88% 9
North West +40 155 £42,250 +12.67% 11
West Midlands +83 128 £40,000 -14.89% 5
East of England +22 113 £43,000 -4.44% 5
South West +33 87 £40,000 -5.88% 4
Scotland +9 78 £45,000 -30.77% 1
Yorkshire +24 71 £42,500 - 8
East Midlands +44 63 £40,000 +6.67% 4
North East +35 18 £45,250 +50.83% 1
Wales +23 9 £42,500 -5.56%
Northern Ireland - 6 £46,000 -

For the 6 months to 21 October 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 1559 (66.60%) Business Intelligence
2 1538 (65.70%) SQL
3 1137 (48.57%) Analytics
4 966 (41.26%) Visualisation
5 818 (34.94%) Finance
6 775 (33.11%) Data Warehouse
7 760 (32.46%) SQL Server
8 757 (32.34%) QlikView
9 678 (28.96%) Power BI
10 621 (26.53%) Data Visualisation
11 615 (26.27%) ETL
12 598 (25.54%) Analytical Skills
13 587 (25.07%) Microsoft
14 556 (23.75%) SQL Server Reporting Services
15 544 (23.24%) Microsoft Excel
16 523 (22.34%) SQL Server Integration Services
17 477 (20.38%) Agile Software Development
18 476 (20.33%) Python
19 463 (19.78%) Data Modelling
20 451 (19.27%) Degree
21 439 (18.75%) Oracle
22 410 (17.51%) SAS
23 396 (16.92%) Data Analytics
24 394 (16.83%) Big Data
25 356 (15.21%) R
26 353 (15.08%) T-SQL
27 340 (14.52%) Data Analysis
28 334 (14.27%) SQL Server Analysis Services
29 330 (14.10%) Marketing
30 328 (14.01%) BusinessObjects

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
1 410 (17.51%) SAS
2 157 (6.71%) Apache Spark
3 65 (2.78%) SharePoint
4 56 (2.39%) Tomcat
5 51 (2.18%) JBoss
6 46 (1.96%) Apache Pig
7 21 (0.90%) Apache
8 11 (0.47%) IIS
9 9 (0.38%) Confluence
10 8 (0.34%) Elasticsearch
11 5 (0.21%) NetWeaver
11 5 (0.21%) Oracle SOA Suite
12 4 (0.17%) BizTalk Server
12 4 (0.17%) FileNet
12 4 (0.17%) GeoServer
12 4 (0.17%) SharePoint Server
12 4 (0.17%) WordPress
13 3 (0.13%) Jupyter
14 2 (0.085%) Drupal
14 2 (0.085%) nginx
Applications
1 544 (23.24%) Microsoft Excel
2 150 (6.41%) Microsoft PowerPoint
3 121 (5.17%) SPSS
4 66 (2.82%) Microsoft Office
5 37 (1.58%) Spreadsheet
6 24 (1.03%) MS Visio
7 4 (0.17%) EngageOne
7 4 (0.17%) Microsoft Project
8 2 (0.085%) Maya
8 2 (0.085%) Stata
9 1 (0.043%) EViews
9 1 (0.043%) LaTeX
9 1 (0.043%) Weka
Business Applications
1 28 (1.20%) Cognos Business Intelligence
2 20 (0.85%) Dynamics CRM
3 19 (0.81%) Actimize
4 16 (0.68%) SAP ERP
5 15 (0.64%) SAP InfiniteInsight
5 15 (0.64%) WebTrends
6 9 (0.38%) HFM
7 8 (0.34%) Oracle AML
8 7 (0.30%) Adobe Campaign
8 7 (0.30%) Cognos TM1
8 7 (0.30%) Dynamics NAV
9 6 (0.26%) Dynamics GP
9 6 (0.26%) FastStats
9 6 (0.26%) Oracle EBS R12
9 6 (0.26%) Salesforce.com CRM
9 6 (0.26%) SAP BPC
10 5 (0.21%) NetSuite
11 4 (0.17%) Dynamics AX
11 4 (0.17%) Eloqua
11 4 (0.17%) Exstream
Cloud Services
1 264 (11.28%) Microsoft Azure
2 201 (8.59%) Amazon AWS
3 92 (3.93%) Google Analytics
4 61 (2.61%) Google Cloud Platform
5 46 (1.96%) Adobe Analytics
6 43 (1.84%) Azure Machine Learning
7 30 (1.28%) Azure Data Factory
8 27 (1.15%) GitHub
9 18 (0.77%) Cloud Computing
10 17 (0.73%) AdWords
11 16 (0.68%) Amazon EMR
11 16 (0.68%) Google Tag Manager
11 16 (0.68%) SaaS
12 15 (0.64%) OpenShift
13 13 (0.56%) Amazon Kinesis
14 9 (0.38%) Amazon S3
15 7 (0.30%) Office 365
16 5 (0.21%) Amazon EC2
17 4 (0.17%) BIME
17 4 (0.17%) G Suite
Communications & Networking
1 20 (0.85%) SMS
2 7 (0.30%) Kerberos
2 7 (0.30%) WebEx
3 6 (0.26%) Internet
4 4 (0.17%) FTP
5 3 (0.13%) Firewall
5 3 (0.13%) GoToMeeting
5 3 (0.13%) HTTP
5 3 (0.13%) LDAP
5 3 (0.13%) SSL
6 1 (0.043%) Intranet
Database & Business Intelligence
1 775 (33.11%) Data Warehouse
2 760 (32.46%) SQL Server
3 757 (32.34%) QlikView
4 678 (28.96%) Power BI
5 556 (23.75%) SQL Server Reporting Services
6 523 (22.34%) SQL Server Integration Services
7 394 (16.83%) Big Data
8 334 (14.27%) SQL Server Analysis Services
9 328 (14.01%) BusinessObjects
10 322 (13.75%) Hadoop
11 189 (8.07%) Spotfire
12 139 (5.94%) Relational Database
13 129 (5.51%) NoSQL
14 114 (4.87%) Data Mining
15 109 (4.66%) PostgreSQL
16 107 (4.57%) Apache Hive
17 104 (4.44%) SQL Server 2012
18 97 (4.14%) SQL Server 2016
19 96 (4.10%) OLAP
20 89 (3.80%) MySQL
Development Applications
1 68 (2.90%) Team Foundation Server
2 54 (2.31%) Maven
3 53 (2.26%) Mockito
4 51 (2.18%) JUnit
4 51 (2.18%) Sonatype Nexus
5 50 (2.14%) Talend Open Studio
6 49 (2.09%) Visual Studio
7 33 (1.41%) SQL Server Management Studio (SSMS)
8 31 (1.32%) JIRA
9 14 (0.60%) Octopus Deploy
9 14 (0.60%) Oracle Forms
10 13 (0.56%) ERwin
10 13 (0.56%) PowerDesigner
11 11 (0.47%) Jenkins
12 8 (0.34%) Git (software)
12 8 (0.34%) Toad
13 4 (0.17%) Selenium
14 3 (0.13%) Oracle APEX
14 3 (0.13%) Subversion
14 3 (0.13%) TeamCity
General
1 818 (34.94%) Finance
2 330 (14.10%) Marketing
3 314 (13.41%) Banking
4 218 (9.31%) Retail
5 166 (7.09%) Retail Banking
6 152 (6.49%) Investment Banking
7 88 (3.76%) Publishing
8 62 (2.65%) Legal
9 56 (2.39%) Telecoms
10 41 (1.75%) Manufacturing
11 39 (1.67%) Advertising
12 29 (1.24%) Electronics
13 23 (0.98%) Private Banking
14 21 (0.90%) Games
15 18 (0.77%) Back Office
15 18 (0.77%) German Language
16 16 (0.68%) Pharmaceutical
17 15 (0.64%) Automotive
18 9 (0.38%) Aerospace
18 9 (0.38%) Local Government
Job Titles
1 719 (30.71%) Analyst
2 673 (28.75%) Developer
3 400 (17.09%) Business Intelligence Developer
4 291 (12.43%) Consultant
5 248 (10.59%) Data Analyst
6 246 (10.51%) Business Intelligence Analyst
7 168 (7.18%) SQL Developer
8 140 (5.98%) Senior Developer
9 133 (5.68%) SQL Analyst
10 127 (5.43%) Business Developer
11 116 (4.96%) SQL BI Developer
12 112 (4.78%) Analytics Manager
13 109 (4.66%) Data Scientist
14 101 (4.31%) Senior Analyst
15 98 (4.19%) Analytics Consultant
15 98 (4.19%) Business Intelligence Consultant
16 92 (3.93%) Data Manager
17 90 (3.84%) Data Consultant
17 90 (3.84%) Tableau Developer
18 82 (3.50%) Report Analyst
Libraries, Frameworks & Software Standards
1 131 (5.60%) .NET
1 131 (5.60%) MDX
2 69 (2.95%) HTML
3 66 (2.82%) Middleware
4 63 (2.69%) RESTful
5 58 (2.48%) Spring
6 55 (2.35%) J2EE
7 53 (2.26%) CSS
7 53 (2.26%) JMS
8 52 (2.22%) JDBC
9 51 (2.18%) TIBCO EMS
10 50 (2.14%) Web Services
10 50 (2.14%) XML
11 43 (1.84%) D3.js
12 25 (1.07%) ASP.NET
13 21 (0.90%) JSON
13 21 (0.90%) TensorFlow
14 19 (0.81%) scikit-learn
15 15 (0.64%) Kafka
16 12 (0.51%) .NET Framework
Miscellaneous
1 598 (25.54%) Analytical Skills
2 191 (8.16%) Computer Science
3 101 (4.31%) User Experience
4 88 (3.76%) Management Information System
5 80 (3.42%) Data Structures
6 76 (3.25%) Algorithms
7 60 (2.56%) Fintech
8 38 (1.62%) Credit Risk
9 25 (1.07%) Reinsurance
10 22 (0.94%) Virtual Team
11 21 (0.90%) FMCG
12 20 (0.85%) Foreign Exchange (FX)
13 18 (0.77%) Enterprise Software
14 17 (0.73%) Life Science
15 16 (0.68%) Mobile App
16 15 (0.64%) Data Centre
16 15 (0.64%) PMI
17 14 (0.60%) Social Media
18 13 (0.56%) Greenfield Project
19 10 (0.43%) Robotics
Operating Systems
1 123 (5.25%) Unix
2 68 (2.90%) Linux
3 47 (2.01%) Windows
4 14 (0.60%) Windows Server
5 7 (0.30%) Windows Server 2008
5 7 (0.30%) Windows Server 2012
6 4 (0.17%) CentOS
6 4 (0.17%) Mac OS
6 4 (0.17%) Mac OS X
6 4 (0.17%) Red Hat Enterprise Linux
6 4 (0.17%) Windows 10
6 4 (0.17%) Windows 7
7 2 (0.085%) Mesosphere
8 1 (0.043%) VMS
Processes & Methodologies
1 1559 (66.60%) Business Intelligence
2 1137 (48.57%) Analytics
3 966 (41.26%) Visualisation
4 621 (26.53%) Data Visualisation
5 615 (26.27%) ETL
6 477 (20.38%) Agile Software Development
7 463 (19.78%) Data Modelling
8 396 (16.92%) Data Analytics
9 340 (14.52%) Data Analysis
10 225 (9.61%) Data Management
11 219 (9.35%) Stakeholder Management
12 213 (9.10%) Mathematics
13 203 (8.67%) Machine Learning
14 200 (8.54%) Asset Management
15 166 (7.09%) Data Integration
16 164 (7.01%) Dashboard Development
17 159 (6.79%) Project Management
18 157 (6.71%) CRM
19 155 (6.62%) Statistics
20 148 (6.32%) Wealth Management
Programming Languages
1 1538 (65.70%) SQL
2 476 (20.33%) Python
3 356 (15.21%) R
4 353 (15.08%) T-SQL
5 182 (7.77%) Java
6 145 (6.19%) VBA
7 117 (5.00%) C#
7 117 (5.00%) JavaScript
8 101 (4.31%) PL/SQL
9 67 (2.86%) MATLAB
10 65 (2.78%) Perl
11 59 (2.52%) Data Analysis Expressions (DAX)
12 55 (2.35%) Bash Shell
13 51 (2.18%) Scala
14 26 (1.11%) C
14 26 (1.11%) PowerShell
15 21 (0.90%) C++
16 20 (0.85%) Ruby
17 18 (0.77%) VB
18 16 (0.68%) PHP
Qualifications
1 451 (19.27%) Degree
2 61 (2.61%) Numerate Degree
3 60 (2.56%) Computer Science Degree
4 27 (1.15%) Microsoft Certification
5 26 (1.11%) Master's Degree
6 25 (1.07%) PhD
7 23 (0.98%) Security Cleared
8 21 (0.90%) SC Cleared
9 20 (0.85%) MBA
10 15 (0.64%) PMI Certification
11 12 (0.51%) Postgraduate
12 11 (0.47%) PMP
13 10 (0.43%) ISEB
14 7 (0.30%) ACCA
14 7 (0.30%) MCITP
14 7 (0.30%) MCSE
15 6 (0.26%) BC Cleared
15 6 (0.26%) ITIL Foundation Certificate
15 6 (0.26%) PRINCE2 Practitioner
16 4 (0.17%) DV Cleared
Quality Assurance & Compliance
1 217 (9.27%) Data Quality
2 51 (2.18%) QA
3 35 (1.50%) GDPR
4 29 (1.24%) Sarbanes-Oxley
5 10 (0.43%) SLA
6 8 (0.34%) PMO
7 7 (0.30%) CRD IV
7 7 (0.30%) EMIR
7 7 (0.30%) MiFID
8 4 (0.17%) Solvency II
9 3 (0.13%) FATCA
9 3 (0.13%) GCP
10 2 (0.085%) Actionable Recommendations
10 2 (0.085%) PSD2
11 1 (0.043%) ISAE 3402
11 1 (0.043%) ISO/IEC 27001
11 1 (0.043%) PCI DSS
System Software
1 48 (2.05%) Active Directory
2 32 (1.37%) Apache Flume
3 12 (0.51%) Oracle RAC
4 10 (0.43%) VMware Infrastructure
5 8 (0.34%) HDFS
6 6 (0.26%) Docker
7 5 (0.21%) Cronacle
8 4 (0.17%) VMware ESXi
9 1 (0.043%) Apache ZooKeeper
9 1 (0.043%) Hyper-V
9 1 (0.043%) MapR-FS
Systems Management
1 15 (0.64%) Ganglia
2 7 (0.30%) Control-M
2 7 (0.30%) Systems Management Server (SMS)
3 6 (0.26%) Ambari
4 5 (0.21%) Grafana
4 5 (0.21%) Oozie
5 4 (0.17%) Dollar Universe
5 4 (0.17%) Kibana
5 4 (0.17%) Kubernetes
5 4 (0.17%) Nagios
6 2 (0.085%) Docker Swarm
6 2 (0.085%) Hadoop YARN
6 2 (0.085%) IBM BigFix
6 2 (0.085%) Puppet
7 1 (0.043%) Opscode Chef
7 1 (0.043%) yum
Vendors
1 587 (25.07%) Microsoft
2 439 (18.75%) Oracle
3 190 (8.12%) SAP
4 173 (7.39%) Cognos
5 159 (6.79%) Google
6 141 (6.02%) MicroStrategy
7 123 (5.25%) Alteryx
8 103 (4.40%) Informatica
9 90 (3.84%) TIBCO
10 80 (3.42%) Teradata
11 65 (2.78%) Cloudera
12 54 (2.31%) Adobe
13 52 (2.22%) Netezza
14 50 (2.14%) Talend
15 44 (1.88%) IBM
16 38 (1.62%) Splunk
17 35 (1.50%) VMware
18 34 (1.45%) Salesforce.com
19 33 (1.41%) Hortonworks
20 32 (1.37%) Birst