Period
to 19 February 2018

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 19 February 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 > England
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 248 311 373
Rank change year-on-year +63 +62 +175
Permanent jobs citing Tableau 2,204 1,677 1,711
As % of all permanent IT jobs advertised in England 1.34% 1.02% 0.86%
As % of the Vendors category 3.01% 2.35% 1.90%
Number of salaries quoted 1,719 1,412 1,376
England median annual salary £50,000 £50,000 £50,000
10th Percentile £31,250 £31,250 £32,000
90th Percentile £81,250 £76,250 £80,000
UK median annual salary £50,000 £50,000 £50,000

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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 73,156 71,407 90,244
As % of all permanent IT jobs advertised in England 44.53% 43.63% 45.52%
Number of salaries quoted 58,529 57,827 74,554
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 £76,250 £75,000 £73,750
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 19 February 2018.

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 19 February 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
London +33 1,242 £60,000 +9.09% 138
North of England +53 271 £42,500 +6.25% 44
South East +82 250 £45,000 -10.00% 29
East of England +41 168 £59,000 +7.27% 17
North West +17 148 £40,000 +6.67% 19
Midlands +3 141 £40,000 -5.88% 24
South West +67 123 £42,500 -2.30% 11
Yorkshire +68 110 £42,500 - 23
West Midlands +44 105 £42,250 -8.65% 15
East Midlands -35 36 £32,500 -18.75% 9
North East -10 16 £38,000 +31.03% 2
Tableau
UK

For the 6 months to 19 February 2018, IT jobs citing Tableau also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Tableau.

1 1,501 (68.10%) Business Intelligence
2 1,437 (65.20%) SQL
3 1,093 (49.59%) Analytics
4 939 (42.60%) Visualisation
5 788 (35.75%) SQL Server
6 739 (33.53%) Power BI
7 714 (32.40%) Data Warehouse
8 679 (30.81%) QlikView
9 642 (29.13%) Finance
10 617 (27.99%) ETL
11 586 (26.59%) Data Visualisation
12 575 (26.09%) Microsoft
13 531 (24.09%) SQL Server Reporting Services
14 526 (23.87%) SQL Server Integration Services
15 525 (23.82%) Analytical Skills
16 489 (22.19%) Python
17 456 (20.69%) Agile Software Development
18 444 (20.15%) Big Data
19 435 (19.74%) Microsoft Excel
20 422 (19.15%) Degree
21 402 (18.24%) Data Analytics
22 391 (17.74%) Data Modelling
23 371 (16.83%) SQL Server Analysis Services
24 359 (16.29%) Hadoop
25 357 (16.20%) R
26 334 (15.15%) Data Analysis
27 317 (14.38%) T-SQL
28 291 (13.20%) Microsoft Azure
29 289 (13.11%) Data Management
30 286 (12.98%) Oracle

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
1 276 (12.52%) SAS
2 212 (9.62%) Apache Spark
3 72 (3.27%) Apache Pig
4 51 (2.31%) SharePoint
5 41 (1.86%) Apache
6 28 (1.27%) Elasticsearch
7 11 (0.50%) GeoServer
8 10 (0.45%) JBoss
9 9 (0.41%) IIS
9 9 (0.41%) Tomcat
10 8 (0.36%) Apache Airflow
11 5 (0.23%) Apache Geronimo
11 5 (0.23%) BizTalk Server
11 5 (0.23%) Confluence
11 5 (0.23%) GlassFish
11 5 (0.23%) Luigi
11 5 (0.23%) SharePoint Server
11 5 (0.23%) WebLogic
11 5 (0.23%) WebSphere
12 4 (0.18%) WordPress
Applications
1 435 (19.74%) Microsoft Excel
2 115 (5.22%) SPSS
3 75 (3.40%) Microsoft PowerPoint
4 57 (2.59%) Microsoft Office
5 18 (0.82%) Spreadsheet
6 16 (0.73%) MS Visio
6 16 (0.73%) Weka
7 6 (0.27%) Stata
8 5 (0.23%) Photoshop
9 4 (0.18%) EngageOne
10 3 (0.14%) InfoPath
10 3 (0.14%) Microsoft Project
11 1 (0.045%) EViews
Business Applications
1 38 (1.72%) WebTrends
2 24 (1.09%) Cognos Business Intelligence
3 16 (0.73%) SAP InfiniteInsight
4 13 (0.59%) Dynamics CRM
5 12 (0.54%) SAP ERP
5 12 (0.54%) SAP HCM
5 12 (0.54%) SAP HR
6 10 (0.45%) Actimize
6 10 (0.45%) Cognos TM1
6 10 (0.45%) Unit4 Business World
7 8 (0.36%) MetaTrader
8 7 (0.32%) Adobe Campaign
9 6 (0.27%) Cognos Planning
9 6 (0.27%) HFM
9 6 (0.27%) NetSuite
9 6 (0.27%) Oracle EBS
9 6 (0.27%) Relativity
9 6 (0.27%) SAP Business One
10 5 (0.23%) SAP Business ByDesign
11 4 (0.18%) Oracle Payables
Cloud Services
1 291 (13.20%) Microsoft Azure
2 220 (9.98%) Amazon AWS
3 121 (5.49%) Google Analytics
4 86 (3.90%) Adobe Analytics
5 82 (3.72%) Azure Data Factory
6 72 (3.27%) Google Cloud Platform
7 63 (2.86%) Cortana Intelligence Suite
8 52 (2.36%) Serverless
9 38 (1.72%) IaaS
10 34 (1.54%) Azure Machine Learning
10 34 (1.54%) GitHub
11 31 (1.41%) Amazon Kinesis
12 28 (1.27%) AWS Lambda
12 28 (1.27%) Cloud Computing
13 26 (1.18%) Amazon EMR
14 23 (1.04%) AdWords
15 12 (0.54%) Office 365
15 12 (0.54%) SuccessFactors
16 11 (0.50%) OpenShift
16 11 (0.50%) SaaS
Communications & Networking
1 41 (1.86%) SMS
2 11 (0.50%) Kerberos
3 9 (0.41%) Internet
4 5 (0.23%) VoIP
5 4 (0.18%) Network Security
5 4 (0.18%) SAN
5 4 (0.18%) TCP/IP
6 2 (0.091%) GPRS
6 2 (0.091%) GSM
6 2 (0.091%) LTE
6 2 (0.091%) Radio Access Network
6 2 (0.091%) UMTS
6 2 (0.091%) Wireless
7 1 (0.045%) VPN
Database & Business Intelligence
1 788 (35.75%) SQL Server
2 739 (33.53%) Power BI
3 714 (32.40%) Data Warehouse
4 679 (30.81%) QlikView
5 531 (24.09%) SQL Server Reporting Services
6 526 (23.87%) SQL Server Integration Services
7 444 (20.15%) Big Data
8 371 (16.83%) SQL Server Analysis Services
9 359 (16.29%) Hadoop
10 187 (8.48%) BusinessObjects
11 183 (8.30%) Spotfire
12 152 (6.90%) Data Lake
13 141 (6.40%) Relational Database
14 139 (6.31%) NoSQL
15 136 (6.17%) Apache Hive
16 108 (4.90%) Data Mining
17 90 (4.08%) SQL Server 2012
18 89 (4.04%) Amazon Redshift
19 79 (3.58%) Azure SQL Database
20 76 (3.45%) SQL Server 2016
Development Applications
1 101 (4.58%) Visual Studio
2 79 (3.58%) Git (software)
3 60 (2.72%) Team Foundation Server
4 42 (1.91%) JIRA
5 39 (1.77%) SQL Server Management Studio (SSMS)
6 32 (1.45%) ERwin
7 13 (0.59%) Jenkins
8 11 (0.50%) Maven
9 7 (0.32%) Ant
9 7 (0.32%) Oracle Forms
10 6 (0.27%) TeamCity
11 5 (0.23%) gulp
11 5 (0.23%) Octopus Deploy
11 5 (0.23%) Oracle APEX
11 5 (0.23%) Toad
12 4 (0.18%) RStudio
12 4 (0.18%) Sonatype Nexus
12 4 (0.18%) Visual Studio Team System
13 3 (0.14%) Atlassian Bamboo
13 3 (0.14%) MSTest
General
1 642 (29.13%) Finance
2 209 (9.48%) Banking
3 202 (9.17%) Marketing
4 179 (8.12%) Retail
5 85 (3.86%) Advertising
6 51 (2.31%) Investment Banking
7 48 (2.18%) Retail Banking
8 39 (1.77%) Telecoms
9 34 (1.54%) Games
10 33 (1.50%) Publishing
11 30 (1.36%) Automotive
12 22 (1.00%) Front Office
12 22 (1.00%) Legal
13 17 (0.77%) Electronics
14 14 (0.64%) Law
15 11 (0.50%) Financial Institution
16 9 (0.41%) Manufacturing
17 7 (0.32%) General Ledger
18 5 (0.23%) Online Betting
19 4 (0.18%) Back Office
Job Titles
1 607 (27.54%) Analyst
2 559 (25.36%) Developer
3 330 (14.97%) Business Intelligence Developer
4 266 (12.07%) Consultant
5 228 (10.34%) Business Intelligence Analyst
6 220 (9.98%) Data Analyst
7 132 (5.99%) SQL Developer
8 125 (5.67%) Business Intelligence Consultant
9 123 (5.58%) Architect
10 106 (4.81%) Business Developer
11 92 (4.17%) Senior Analyst
12 91 (4.13%) Analytics Manager
12 91 (4.13%) SQL Analyst
13 86 (3.90%) Data Architect
13 86 (3.90%) Data Engineer
14 81 (3.68%) SQL BI Developer
15 77 (3.49%) Business Analyst
16 74 (3.36%) Data Consultant
17 69 (3.13%) Tableau Developer
18 68 (3.09%) Data Scientist
Libraries, Frameworks & Software Standards
1 120 (5.44%) .NET
2 103 (4.67%) MDX
3 70 (3.18%) HTML
4 68 (3.09%) Web Services
5 60 (2.72%) CSS
6 52 (2.36%) Kafka
7 50 (2.27%) D3.js
8 44 (2.00%) XML
9 34 (1.54%) JSON
10 33 (1.50%) ASP.NET
11 31 (1.41%) REST
12 26 (1.18%) Pandas
13 25 (1.13%) AngularJS
14 22 (1.00%) MLlib
14 22 (1.00%) scikit-learn
15 20 (0.91%) WCF
16 19 (0.86%) Natural Language Processing
16 19 (0.86%) NumPy
17 18 (0.82%) Middleware
18 17 (0.77%) .NET Framework
Miscellaneous
1 525 (23.82%) Analytical Skills
2 142 (6.44%) Computer Science
3 106 (4.81%) Management Information System
4 95 (4.31%) User Experience
5 92 (4.17%) Data Structures
6 56 (2.54%) Greenfield Project
7 50 (2.27%) Algorithms
8 43 (1.95%) Fintech
9 32 (1.45%) Virtual Team
10 28 (1.27%) Analytical Mindset
10 28 (1.27%) Reinsurance
11 27 (1.23%) Enterprise Software
12 21 (0.95%) Credit Risk
12 21 (0.95%) Equities
13 20 (0.91%) Clustering
14 19 (0.86%) Life Science
15 15 (0.68%) Social Media
16 13 (0.59%) NHS
17 12 (0.54%) Data Centre
17 12 (0.54%) Mobile App
Operating Systems
1 79 (3.58%) Linux
2 47 (2.13%) Unix
3 29 (1.32%) Windows
4 9 (0.41%) Windows Server
5 6 (0.27%) Windows 7
6 4 (0.18%) Red Hat Enterprise Linux
6 4 (0.18%) Windows 8
7 2 (0.091%) Mac OS X
7 2 (0.091%) Mesosphere
8 1 (0.045%) Android
8 1 (0.045%) Mac OS
8 1 (0.045%) Windows 10
8 1 (0.045%) Windows Server 2008
8 1 (0.045%) Windows Server 2012
Processes & Methodologies
1 1,501 (68.10%) Business Intelligence
2 1,093 (49.59%) Analytics
3 939 (42.60%) Visualisation
4 617 (27.99%) ETL
5 586 (26.59%) Data Visualisation
6 456 (20.69%) Agile Software Development
7 402 (18.24%) Data Analytics
8 391 (17.74%) Data Modelling
9 334 (15.15%) Data Analysis
10 289 (13.11%) Data Management
11 266 (12.07%) Data Science
12 236 (10.71%) Mathematics
13 235 (10.66%) Machine Learning
14 187 (8.48%) Stakeholder Management
15 157 (7.12%) Data Integration
16 139 (6.31%) Scrum
17 132 (5.99%) Project Management
18 130 (5.90%) Data Governance
19 126 (5.72%) Business Analytics
20 125 (5.67%) Migration
Programming Languages
1 1,437 (65.20%) SQL
2 489 (22.19%) Python
3 357 (16.20%) R
4 317 (14.38%) T-SQL
5 176 (7.99%) C#
6 170 (7.71%) Java
7 160 (7.26%) VBA
8 100 (4.54%) JavaScript
9 64 (2.90%) Scala
10 53 (2.40%) Data Analysis Expressions (DAX)
11 52 (2.36%) MATLAB
12 43 (1.95%) PowerShell
13 34 (1.54%) PL/SQL
14 33 (1.50%) U-SQL
15 32 (1.45%) VB.NET
16 29 (1.32%) PHP
17 25 (1.13%) Perl
17 25 (1.13%) Shell Script
18 15 (0.68%) C
19 12 (0.54%) VB
Qualifications
1 422 (19.15%) Degree
2 46 (2.09%) Computer Science Degree
3 44 (2.00%) Master's Degree
4 38 (1.72%) Numerate Degree
5 32 (1.45%) PhD
6 29 (1.32%) Microsoft Certification
7 12 (0.54%) Security Cleared
8 9 (0.41%) MBA
8 9 (0.41%) Postgraduate
8 9 (0.41%) PRINCE2 Certification
9 8 (0.36%) PMI Certification
10 7 (0.32%) ISEB
10 7 (0.32%) SC Cleared
11 6 (0.27%) CISSP
11 6 (0.27%) MCSE
12 5 (0.23%) CIMA
12 5 (0.23%) MCP
13 4 (0.18%) ACCA
13 4 (0.18%) MCSA
13 4 (0.18%) PMP
Quality Assurance & Compliance
1 178 (8.08%) Data Quality
2 45 (2.04%) QA
3 42 (1.91%) GDPR
4 15 (0.68%) MiFID
5 14 (0.64%) Sarbanes-Oxley
6 13 (0.59%) EMIR
6 13 (0.59%) Solvency II
7 11 (0.50%) CRD IV
8 9 (0.41%) SLA
9 6 (0.27%) ISO/IEC 27001
10 4 (0.18%) GCP
10 4 (0.18%) HIPAA
11 2 (0.091%) ISAE 3402
11 2 (0.091%) PMO
12 1 (0.045%) Actionable Recommendations
12 1 (0.045%) COBIT
12 1 (0.045%) Dodd-Frank
12 1 (0.045%) FATCA
12 1 (0.045%) PCI DSS
12 1 (0.045%) PMBOK
System Software
1 51 (2.31%) HDFS
2 36 (1.63%) Docker
3 35 (1.59%) Virtual Machines
4 34 (1.54%) Apache Flume
5 24 (1.09%) Active Directory
6 7 (0.32%) Apache ZooKeeper
7 6 (0.27%) Oracle RAC
8 2 (0.091%) MapR-FS
Systems Management
1 15 (0.68%) Oozie
2 14 (0.64%) Hadoop YARN
3 12 (0.54%) Systems Management Server (SMS)
4 11 (0.50%) Ganglia
5 7 (0.32%) Kubernetes
5 7 (0.32%) Oracle Identity Manager
6 5 (0.23%) Ambari
7 4 (0.18%) Ansible
7 4 (0.18%) Dollar Universe
7 4 (0.18%) Kibana
7 4 (0.18%) Nagios
8 2 (0.091%) CloudHub
8 2 (0.091%) Docker Swarm
8 2 (0.091%) IBM BigFix
8 2 (0.091%) Puppet
8 2 (0.091%) Rundeck
8 2 (0.091%) yum
9 1 (0.045%) Control-M
9 1 (0.045%) Opscode Chef
9 1 (0.045%) Single Sign-On
Vendors
1 575 (26.09%) Microsoft
2 286 (12.98%) Oracle
3 238 (10.80%) Google
4 204 (9.26%) Alteryx
5 186 (8.44%) Cognos
6 133 (6.03%) SAP
7 111 (5.04%) MicroStrategy
8 101 (4.58%) Adobe
9 97 (4.40%) Informatica
9 97 (4.40%) Talend
10 95 (4.31%) Teradata
11 70 (3.18%) Salesforce.com
12 67 (3.04%) IBM
13 66 (2.99%) Cloudera
14 51 (2.31%) Netezza
15 34 (1.54%) TIBCO
16 32 (1.45%) Hortonworks
17 30 (1.36%) Omniture
18 26 (1.18%) Ab Initio
18 26 (1.18%) Capita