Period
to 27 May 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 27 May 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
27 May 2018
Same period 2017 Same period 2016
Rank 253 276 358
Rank change year-on-year +23 +82 +99
Permanent jobs citing Tableau 2,160 1,943 1,719
As % of all permanent IT jobs advertised in England 1.34% 1.21% 0.91%
As % of the Vendors category 3.01% 2.74% 2.01%
Number of salaries quoted 1,578 1,638 1,412
England median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £31,250 £32,050
90th Percentile £82,500 £77,500 £75,000
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 71,836 71,002 85,402
As % of all permanent IT jobs advertised in England 44.54% 44.17% 45.27%
Number of salaries quoted 56,648 57,433 70,564
England median annual salary £49,000 £47,500 £45,000
Median salary % change year-on-year +3.16% +5.56% -
10th Percentile £27,000 £26,250 £26,250
90th Percentile £78,750 £75,000 £73,750
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 27 May 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 27 May 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 -1 1,259 £57,500 +4.55% 138
North of England +42 236 £41,250 +3.13% 30
South East +8 202 £45,000 -5.26% 28
East of England +92 193 £59,000 +35.63% 11
Midlands -11 143 £42,500 +6.25% 15
North West -8 118 £40,000 - 14
Yorkshire +75 108 £45,000 +20.00% 15
South West +31 108 £42,500 +6.25% 22
West Midlands +6 97 £45,000 +12.50% 4
East Midlands -41 46 £42,500 +6.25% 10
North East -24 11 £38,000 -24.00% 1
Tableau
UK

For the 6 months to 27 May 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 1,457 (67.45%) Business Intelligence
2 1,414 (65.46%) SQL
3 1,116 (51.67%) Analytics
4 887 (41.06%) Visualisation
5 798 (36.94%) Power BI
6 756 (35.00%) SQL Server
7 616 (28.52%) Finance
8 602 (27.87%) Data Warehouse
9 591 (27.36%) Microsoft
10 562 (26.02%) ETL
11 549 (25.42%) Data Visualisation
12 545 (25.23%) Big Data
12 545 (25.23%) Analytical Skills
13 538 (24.91%) SQL Server Reporting Services
14 525 (24.31%) SQL Server Integration Services
15 520 (24.07%) QlikView
16 505 (23.38%) Agile Software Development
17 487 (22.55%) Python
18 456 (21.11%) Degree
19 420 (19.44%) Hadoop
20 406 (18.80%) SQL Server Analysis Services
21 405 (18.75%) Data Analytics
22 391 (18.10%) Microsoft Excel
23 356 (16.48%) Data Science
24 352 (16.30%) Data Modelling
25 350 (16.20%) Microsoft Azure
26 334 (15.46%) Data Analysis
27 326 (15.09%) T-SQL
28 319 (14.77%) R
29 296 (13.70%) Problem-Solving

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
1 257 (11.90%) Apache Spark
2 168 (7.78%) SAS
3 59 (2.73%) Apache Pig
4 54 (2.50%) Apache
5 42 (1.94%) Elasticsearch
6 37 (1.71%) SharePoint
7 16 (0.74%) IIS
8 12 (0.56%) Tomcat
9 11 (0.51%) JBoss
10 10 (0.46%) SharePoint 2013
11 9 (0.42%) Apache Airflow
12 7 (0.32%) WordPress
13 6 (0.28%) Apache Geronimo
13 6 (0.28%) Confluence
13 6 (0.28%) GlassFish
13 6 (0.28%) WebSphere
14 5 (0.23%) Apache Solr
14 5 (0.23%) Luigi
14 5 (0.23%) SharePoint Server
15 4 (0.19%) Oracle SOA Suite
Applications
1 391 (18.10%) Microsoft Excel
2 80 (3.70%) SPSS
3 71 (3.29%) Microsoft Office
4 34 (1.57%) Spreadsheet
5 24 (1.11%) Microsoft PowerPoint
5 24 (1.11%) MS Visio
6 17 (0.79%) Weka
7 6 (0.28%) Microsoft Project
8 5 (0.23%) Photoshop
8 5 (0.23%) Stata
9 3 (0.14%) CPLEX
9 3 (0.14%) InfoPath
10 2 (0.093%) Adobe Creative Suite
10 2 (0.093%) InVision
11 1 (0.046%) Chatbot
11 1 (0.046%) S-PLUS
11 1 (0.046%) SPSS Modeler
Business Applications
1 33 (1.53%) Cognos Business Intelligence
2 17 (0.79%) Cognos TM1
2 17 (0.79%) WebTrends
3 16 (0.74%) Relativity
4 15 (0.69%) Dynamics CRM
5 14 (0.65%) MetaTrader
5 14 (0.65%) SAP HCM
5 14 (0.65%) SAP HR
6 11 (0.51%) NetSuite
6 11 (0.51%) SAP Oil and Gas
7 9 (0.42%) Actimize
7 9 (0.42%) Ringtail
7 9 (0.42%) SAP BPC
7 9 (0.42%) Veritas eDiscovery
8 8 (0.37%) SAP InfiniteInsight
9 7 (0.32%) SAP ERP
10 6 (0.28%) SAP S/4HANA
11 5 (0.23%) Oracle General Ledger
11 5 (0.23%) Oracle Payables
11 5 (0.23%) SAP GRC
Cloud Services
1 350 (16.20%) Microsoft Azure
2 234 (10.83%) Amazon AWS
3 134 (6.20%) Azure Data Factory
4 106 (4.91%) Cortana Intelligence Suite
5 104 (4.81%) Serverless
6 97 (4.49%) Google Analytics
7 82 (3.80%) Adobe Analytics
7 82 (3.80%) IaaS
8 64 (2.96%) Google Cloud Platform
9 36 (1.67%) AWS Lambda
10 35 (1.62%) Amazon Kinesis
11 30 (1.39%) Amazon EMR
11 30 (1.39%) GitHub
12 29 (1.34%) SaaS
13 22 (1.02%) Amazon S3
14 21 (0.97%) Azure Machine Learning
14 21 (0.97%) Cloud Computing
15 16 (0.74%) AdWords
15 16 (0.74%) Amazon EC2
16 15 (0.69%) Salesforce Service Cloud
Communications & Networking
1 19 (0.88%) SMS
2 11 (0.51%) Firewall
3 10 (0.46%) DNS
3 10 (0.46%) Kerberos
4 5 (0.23%) Internet
4 5 (0.23%) SAN
4 5 (0.23%) VoIP
5 4 (0.19%) Network Security
5 4 (0.19%) TCP/IP
6 3 (0.14%) LTE
7 2 (0.093%) GPRS
7 2 (0.093%) GSM
7 2 (0.093%) Radio Access Network
7 2 (0.093%) UMTS
7 2 (0.093%) VPN
7 2 (0.093%) Wireless
8 1 (0.046%) GoToMeeting
8 1 (0.046%) SSL
8 1 (0.046%) WebEx
Database & Business Intelligence
1 798 (36.94%) Power BI
2 756 (35.00%) SQL Server
3 602 (27.87%) Data Warehouse
4 545 (25.23%) Big Data
5 538 (24.91%) SQL Server Reporting Services
6 525 (24.31%) SQL Server Integration Services
7 520 (24.07%) QlikView
8 420 (19.44%) Hadoop
9 406 (18.80%) SQL Server Analysis Services
10 225 (10.42%) Data Lake
11 173 (8.01%) Relational Database
12 172 (7.96%) Apache Hive
13 156 (7.22%) BusinessObjects
14 136 (6.30%) Spotfire
15 132 (6.11%) Azure SQL Database
16 129 (5.97%) NoSQL
17 97 (4.49%) Amazon Redshift
18 93 (4.31%) Data Mining
18 93 (4.31%) HBase
19 70 (3.24%) SQL Server 2016
Development Applications
1 148 (6.85%) Git (software)
2 127 (5.88%) Visual Studio
3 77 (3.56%) Team Foundation Server
4 60 (2.78%) JIRA
5 33 (1.53%) SQL Server Management Studio (SSMS)
6 25 (1.16%) RStudio
7 17 (0.79%) Maven
8 15 (0.69%) ERwin
9 14 (0.65%) Ant
9 14 (0.65%) Jenkins
10 10 (0.46%) Gradle
11 9 (0.42%) GitLab
11 9 (0.42%) JUnit
11 9 (0.42%) Visual Studio Team System
12 7 (0.32%) TeamCity
13 5 (0.23%) gulp
14 4 (0.19%) Moq
14 4 (0.19%) MSTest
14 4 (0.19%) Rhino Mocks
14 4 (0.19%) Sonatype Nexus
General
1 616 (28.52%) Finance
2 198 (9.17%) Marketing
3 186 (8.61%) Retail
4 122 (5.65%) Banking
5 78 (3.61%) Advertising
6 59 (2.73%) Games
7 47 (2.18%) Investment Banking
8 45 (2.08%) Telecoms
9 40 (1.85%) Front Office
10 29 (1.34%) Manufacturing
11 25 (1.16%) Automotive
12 24 (1.11%) Legal
13 21 (0.97%) Financial Institution
13 21 (0.97%) Publishing
14 20 (0.93%) Electronics
15 15 (0.69%) Law
16 9 (0.42%) General Ledger
16 9 (0.42%) Retail Banking
17 8 (0.37%) Back Office
18 4 (0.19%) Online Betting
Job Titles
1 581 (26.90%) Analyst
2 579 (26.81%) Developer
3 321 (14.86%) Business Intelligence Developer
4 260 (12.04%) Consultant
5 214 (9.91%) Business Intelligence Analyst
6 169 (7.82%) Data Analyst
7 120 (5.56%) Business Intelligence Consultant
8 117 (5.42%) Data Engineer
9 116 (5.37%) SQL Developer
10 115 (5.32%) Architect
11 96 (4.44%) Analytics Manager
12 91 (4.21%) Senior Analyst
13 89 (4.12%) Data Scientist
14 85 (3.94%) Business Developer
15 82 (3.80%) Data Architect
16 81 (3.75%) Data Consultant
17 72 (3.33%) SQL Analyst
18 71 (3.29%) Power BI Consultant
19 70 (3.24%) Senior Developer
20 67 (3.10%) Data Manager
Libraries, Frameworks & Software Standards
1 120 (5.56%) .NET
2 87 (4.03%) HTML
3 80 (3.70%) Web Services
4 70 (3.24%) Kafka
5 67 (3.10%) XML
6 60 (2.78%) MDX
7 59 (2.73%) D3.js
8 55 (2.55%) Pandas
9 49 (2.27%) CSS
10 45 (2.08%) JSON
11 41 (1.90%) AngularJS
12 39 (1.81%) MLlib
13 38 (1.76%) Natural Language Processing
14 37 (1.71%) WCF
15 36 (1.67%) scikit-learn
16 34 (1.57%) NumPy
16 34 (1.57%) REST
17 28 (1.30%) TensorFlow
18 25 (1.16%) HTML5
19 23 (1.06%) SciPy
Miscellaneous
1 545 (25.23%) Analytical Skills
2 179 (8.29%) Computer Science
3 112 (5.19%) Management Information System
4 96 (4.44%) User Experience
5 95 (4.40%) Data Structures
6 84 (3.89%) Self-Motivation
7 68 (3.15%) Algorithms
8 58 (2.69%) Fintech
9 42 (1.94%) Greenfield Project
10 34 (1.57%) Equities
11 33 (1.53%) Life Science
12 28 (1.30%) Clustering
13 26 (1.20%) Analytical Mindset
14 20 (0.93%) Enterprise Software
15 19 (0.88%) Foreign Exchange (FX)
15 19 (0.88%) Reinsurance
16 18 (0.83%) Virtual Team
17 15 (0.69%) NHS
17 15 (0.69%) Spread Betting
18 14 (0.65%) Tandem
Operating Systems
1 81 (3.75%) Linux
2 32 (1.48%) Unix
3 22 (1.02%) Windows
4 12 (0.56%) Windows Server 2008
4 12 (0.56%) Windows Server 2012
5 7 (0.32%) Windows Server
6 6 (0.28%) Red Hat Enterprise Linux
6 6 (0.28%) Windows 7
7 5 (0.23%) Windows 8
8 2 (0.093%) Android
8 2 (0.093%) Apple iOS
9 1 (0.046%) Debian
9 1 (0.046%) Mac OS
9 1 (0.046%) Mac OS X
9 1 (0.046%) Ubuntu
9 1 (0.046%) Windows 10
Processes & Methodologies
1 1,457 (67.45%) Business Intelligence
2 1,116 (51.67%) Analytics
3 887 (41.06%) Visualisation
4 562 (26.02%) ETL
5 549 (25.42%) Data Visualisation
6 505 (23.38%) Agile Software Development
7 405 (18.75%) Data Analytics
8 356 (16.48%) Data Science
9 352 (16.30%) Data Modelling
10 334 (15.46%) Data Analysis
11 296 (13.70%) Problem-Solving
12 285 (13.19%) Machine Learning
13 220 (10.19%) Mathematics
14 213 (9.86%) Data Management
15 186 (8.61%) Decision-Making
16 169 (7.82%) Scrum
17 161 (7.45%) Stakeholder Management
18 136 (6.30%) Data Governance
19 127 (5.88%) Presales
19 127 (5.88%) Project Management
Programming Languages
1 1,414 (65.46%) SQL
2 487 (22.55%) Python
3 326 (15.09%) T-SQL
4 319 (14.77%) R
5 263 (12.18%) C#
6 220 (10.19%) Java
7 159 (7.36%) VBA
8 120 (5.56%) JavaScript
9 91 (4.21%) Scala
10 77 (3.56%) U-SQL
11 63 (2.92%) PowerShell
12 60 (2.78%) MATLAB
13 54 (2.50%) Data Analysis Expressions (DAX)
14 34 (1.57%) VB
15 32 (1.48%) PL/SQL
15 32 (1.48%) Shell Script
16 27 (1.25%) Perl
17 24 (1.11%) VB.NET
18 17 (0.79%) C++
19 16 (0.74%) PHP
Qualifications
1 456 (21.11%) Degree
2 72 (3.33%) Computer Science Degree
3 44 (2.04%) Numerate Degree
4 38 (1.76%) Master's Degree
5 36 (1.67%) PhD
6 19 (0.88%) Microsoft Certification
7 13 (0.60%) CIMA
7 13 (0.60%) Security Cleared
8 12 (0.56%) ACCA
9 10 (0.46%) ISEB
9 10 (0.46%) PRINCE2 Certification
10 8 (0.37%) SC Cleared
11 6 (0.28%) CISSP
12 5 (0.23%) DBS Check
12 5 (0.23%) MCP
12 5 (0.23%) MCSE
13 4 (0.19%) CISA
13 4 (0.19%) ISTQB
13 4 (0.19%) MBA
13 4 (0.19%) Oracle Certification
Quality Assurance & Compliance
1 181 (8.38%) Data Quality
2 48 (2.22%) QA
3 34 (1.57%) GDPR
4 15 (0.69%) SLA
5 9 (0.42%) MiFID
5 9 (0.42%) Solvency II
6 7 (0.32%) EMIR
7 6 (0.28%) Actionable Recommendations
7 6 (0.28%) GCP
7 6 (0.28%) ISO/IEC 27001
8 5 (0.23%) HIPAA
9 4 (0.19%) CRD IV
10 3 (0.14%) EFQM
10 3 (0.14%) PMO
10 3 (0.14%) Sarbanes-Oxley
11 1 (0.046%) Dodd-Frank
11 1 (0.046%) FATCA
11 1 (0.046%) PCI DSS
System Software
1 83 (3.84%) HDFS
2 79 (3.66%) Virtual Machines
3 49 (2.27%) Docker
4 29 (1.34%) Active Directory
5 28 (1.30%) Apache Flume
6 12 (0.56%) Apache ZooKeeper
Systems Management
1 16 (0.74%) Ambari
1 16 (0.74%) Oozie
2 13 (0.60%) Systems Management Server (SMS)
3 11 (0.51%) Hadoop YARN
4 10 (0.46%) EnCase
4 10 (0.46%) FTK
5 9 (0.42%) Oracle Identity Manager
6 7 (0.32%) Ansible
7 5 (0.23%) Kibana
8 4 (0.19%) CloudHub
8 4 (0.19%) Control-M
8 4 (0.19%) Kubernetes
9 2 (0.093%) ITRS Geneos
10 1 (0.046%) logstash
10 1 (0.046%) Opscode Chef
10 1 (0.046%) Puppet
10 1 (0.046%) Salt
10 1 (0.046%) Single Sign-On
Vendors
1 591 (27.36%) Microsoft
2 239 (11.06%) Oracle
3 237 (10.97%) Alteryx
4 206 (9.54%) Google
5 159 (7.36%) Cognos
6 131 (6.06%) SAP
7 127 (5.88%) MicroStrategy
8 98 (4.54%) Talend
9 92 (4.26%) Adobe
10 88 (4.07%) Informatica
11 86 (3.98%) Salesforce.com
12 78 (3.61%) IBM
13 70 (3.24%) Teradata
14 68 (3.15%) Cloudera
15 33 (1.53%) Netezza
16 30 (1.39%) Capita
16 30 (1.39%) Hortonworks
17 28 (1.30%) TIBCO
18 25 (1.16%) Atlassian
19 23 (1.06%) Ab Initio