Period
to 20 August 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 20 August 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
20 Aug 2018
Same period 2017 Same period 2016
Rank 258 258 354
Rank change year-on-year 0 +96 +64
Permanent jobs citing Tableau 2,040 2,222 1,683
As % of all permanent IT jobs advertised in England 1.29% 1.34% 0.91%
As % of the Vendors category 2.94% 3.02% 2.04%
Number of salaries quoted 1,463 1,767 1,422
England median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% -
10th Percentile £33,750 £31,250 £33,000
90th Percentile £77,500 £80,000 £77,500
UK median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% +1.94%

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 69,322 73,555 82,499
As % of all permanent IT jobs advertised in England 43.92% 44.49% 44.41%
Number of salaries quoted 54,141 57,731 67,941
England median annual salary £50,000 £47,500 £47,000
Median salary % change year-on-year +5.26% +1.06% +4.44%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £78,750 £76,250 £75,000
UK median annual salary £49,875 £47,500 £45,000
% change year-on-year +5.00% +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 20 August 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 20 August 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 -20 1,207 £55,000 -4.35% 156
North of England +54 265 £45,000 +12.50% 39
South East -12 191 £50,000 +5.26% 26
Midlands -6 155 £42,500 +6.25% 25
North West +23 133 £44,000 +10.00% 20
Yorkshire +80 121 £45,000 +28.57% 15
East of England +17 113 £42,500 +14.86% 9
South West +28 97 £43,750 +9.38% 8
West Midlands -6 89 £45,000 +12.50% 13
East Midlands -17 66 £42,500 +6.25% 12
North East -22 11 £42,625 -10.73% 4
Tableau
UK

For the 6 months to 20 August 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 1,371 (67.21%) Business Intelligence
2 1,364 (66.86%) SQL
3 971 (47.60%) Analytics
4 857 (42.01%) Visualisation
5 780 (38.24%) Power BI
6 728 (35.69%) SQL Server
7 630 (30.88%) Finance
8 600 (29.41%) Data Warehouse
9 580 (28.43%) ETL
10 564 (27.65%) SQL Server Reporting Services
11 541 (26.52%) SQL Server Integration Services
11 541 (26.52%) Microsoft
12 537 (26.32%) Analytical Skills
13 522 (25.59%) Data Visualisation
14 505 (24.75%) Agile Software Development
15 503 (24.66%) Python
16 493 (24.17%) QlikView
17 417 (20.44%) Degree
17 417 (20.44%) Big Data
18 402 (19.71%) SQL Server Analysis Services
19 358 (17.55%) Microsoft Excel
20 351 (17.21%) Hadoop
21 345 (16.91%) T-SQL
22 338 (16.57%) Data Science
23 326 (15.98%) Data Modelling
24 318 (15.59%) Data Analytics
25 309 (15.15%) R
26 292 (14.31%) Microsoft Azure
27 284 (13.92%) Problem-Solving
28 273 (13.38%) Data Analysis

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
1 197 (9.66%) Apache Spark
2 175 (8.58%) SAS
3 52 (2.55%) Elasticsearch
4 43 (2.11%) Apache
4 43 (2.11%) SharePoint
5 24 (1.18%) Apache Pig
6 18 (0.88%) IIS
7 11 (0.54%) Confluence
7 11 (0.54%) SharePoint 2013
8 10 (0.49%) CMS
9 9 (0.44%) WordPress
10 7 (0.34%) Marvel
11 5 (0.25%) Cloud Foundry
12 4 (0.20%) JBoss
12 4 (0.20%) SharePoint Server
12 4 (0.20%) Tomcat
13 3 (0.15%) Apache Airflow
13 3 (0.15%) Jupyter
13 3 (0.15%) Oracle SOA Suite
13 3 (0.15%) WebSphere
Applications
1 358 (17.55%) Microsoft Excel
2 74 (3.63%) SPSS
3 65 (3.19%) Microsoft Office
4 28 (1.37%) Spreadsheet
5 24 (1.18%) Microsoft PowerPoint
6 22 (1.08%) MS Visio
7 12 (0.59%) Adobe Creative Suite
8 9 (0.44%) Microsoft Project
9 7 (0.34%) InVision
10 4 (0.20%) CPLEX
11 3 (0.15%) Stata
11 3 (0.15%) Weka
12 1 (0.049%) Adobe Illustrator
12 1 (0.049%) Chatbot
12 1 (0.049%) InDesign
12 1 (0.049%) Photoshop
12 1 (0.049%) Simulink
12 1 (0.049%) S-PLUS
12 1 (0.049%) SPSS Modeler
Business Applications
1 37 (1.81%) Cognos Business Intelligence
2 27 (1.32%) Cognos TM1
3 19 (0.93%) Dynamics CRM
4 14 (0.69%) SAP Oil and Gas
4 14 (0.69%) SAP S/4HANA
5 11 (0.54%) Actimize
6 10 (0.49%) Dynamics NAV
6 10 (0.49%) Relativity
7 9 (0.44%) Ringtail
7 9 (0.44%) Veritas eDiscovery
8 8 (0.39%) NetSuite
9 7 (0.34%) HFM
9 7 (0.34%) MetaTrader
10 6 (0.29%) Salesforce.com CRM
10 6 (0.29%) SAP BPC
10 6 (0.29%) SAP ERP
11 5 (0.25%) Cognos Planning
11 5 (0.25%) SAP GRC
12 4 (0.20%) FastStats
12 4 (0.20%) Markit EDM
Cloud Services
1 292 (14.31%) Microsoft Azure
2 236 (11.57%) Amazon AWS
3 92 (4.51%) Azure Data Factory
4 81 (3.97%) Google Analytics
5 69 (3.38%) Adobe Analytics
6 63 (3.09%) Serverless
7 50 (2.45%) IaaS
8 46 (2.25%) Cortana Intelligence Suite
9 42 (2.06%) Google Cloud Platform
10 40 (1.96%) SaaS
11 33 (1.62%) Amazon S3
12 27 (1.32%) PaaS
13 26 (1.27%) Amazon EC2
13 26 (1.27%) Amazon EMR
14 24 (1.18%) Amazon Kinesis
15 19 (0.93%) AWS Lambda
15 19 (0.93%) Cloud Computing
16 17 (0.83%) Office 365
17 14 (0.69%) GitHub
18 12 (0.59%) Azure Machine Learning
Communications & Networking
1 11 (0.54%) Firewall
2 10 (0.49%) DNS
3 7 (0.34%) SMS
4 5 (0.25%) Kerberos
5 3 (0.15%) Internet
5 3 (0.15%) SSH
5 3 (0.15%) SSL
6 1 (0.049%) GoToMeeting
6 1 (0.049%) IPsec
6 1 (0.049%) LTE
6 1 (0.049%) NAS
6 1 (0.049%) SAN
6 1 (0.049%) TCP/IP
6 1 (0.049%) VPN
6 1 (0.049%) WebEx
Database & Business Intelligence
1 780 (38.24%) Power BI
2 728 (35.69%) SQL Server
3 600 (29.41%) Data Warehouse
4 564 (27.65%) SQL Server Reporting Services
5 541 (26.52%) SQL Server Integration Services
6 493 (24.17%) QlikView
7 417 (20.44%) Big Data
8 402 (19.71%) SQL Server Analysis Services
9 351 (17.21%) Hadoop
10 231 (11.32%) BusinessObjects
11 161 (7.89%) Relational Database
12 140 (6.86%) Data Lake
13 129 (6.32%) Apache Hive
14 124 (6.08%) NoSQL
15 121 (5.93%) Spotfire
16 108 (5.29%) Amazon Redshift
17 107 (5.25%) MySQL
18 84 (4.12%) Azure SQL Database
19 74 (3.63%) Data Mining
20 70 (3.43%) SQL Server 2012
Development Applications
1 111 (5.44%) Git (software)
2 80 (3.92%) Team Foundation Server
3 68 (3.33%) Visual Studio
4 62 (3.04%) JIRA
5 32 (1.57%) SQL Server Management Studio (SSMS)
6 15 (0.74%) ERwin
7 14 (0.69%) Jenkins
7 14 (0.69%) Maven
8 13 (0.64%) Visual Studio Team System
9 10 (0.49%) Ant
9 10 (0.49%) Gradle
9 10 (0.49%) RStudio
10 9 (0.44%) JUnit
11 8 (0.39%) GitLab
12 7 (0.34%) tSQLt
13 6 (0.29%) SonarQube
13 6 (0.29%) Subversion
14 5 (0.25%) webpack
15 4 (0.20%) Selenium
16 3 (0.15%) TeamCity
General
1 630 (30.88%) Finance
2 227 (11.13%) Marketing
3 183 (8.97%) Retail
4 108 (5.29%) Banking
5 57 (2.79%) Advertising
6 46 (2.25%) Games
7 44 (2.16%) Investment Banking
8 43 (2.11%) Front Office
9 38 (1.86%) Manufacturing
10 36 (1.76%) Telecoms
11 22 (1.08%) Law
12 21 (1.03%) Legal
13 18 (0.88%) Financial Institution
14 14 (0.69%) Electronics
15 12 (0.59%) Automotive
16 11 (0.54%) Back Office
16 11 (0.54%) General Ledger
16 11 (0.54%) Pharmaceutical
16 11 (0.54%) Publishing
17 5 (0.25%) Military
Job Titles
1 599 (29.36%) Developer
2 597 (29.26%) Analyst
3 313 (15.34%) Business Intelligence Developer
4 271 (13.28%) Consultant
5 208 (10.20%) Business Intelligence Analyst
6 197 (9.66%) Data Analyst
7 148 (7.25%) SQL Developer
8 116 (5.69%) Business Intelligence Consultant
9 114 (5.59%) Data Scientist
10 105 (5.15%) Data Engineer
11 98 (4.80%) Data Consultant
12 90 (4.41%) Senior Developer
13 85 (4.17%) Senior Analyst
14 81 (3.97%) Business Developer
15 70 (3.43%) Analytics Consultant
15 70 (3.43%) Analytics Manager
16 69 (3.38%) Architect
17 61 (2.99%) SQL Analyst
18 59 (2.89%) SQL BI Developer
19 58 (2.84%) Data Manager
Libraries, Frameworks & Software Standards
1 144 (7.06%) .NET
2 104 (5.10%) HTML
3 68 (3.33%) Web Services
3 68 (3.33%) XML
4 58 (2.84%) Natural Language Processing
5 57 (2.79%) CSS
6 52 (2.55%) Pandas
7 46 (2.25%) AngularJS
7 46 (2.25%) D3.js
8 42 (2.06%) scikit-learn
8 42 (2.06%) WCF
9 39 (1.91%) MDX
10 38 (1.86%) TensorFlow
11 37 (1.81%) Kafka
11 37 (1.81%) SailPoint
12 36 (1.76%) MLlib
13 34 (1.67%) HTML5
13 34 (1.67%) JSON
14 33 (1.62%) NumPy
15 27 (1.32%) REST
Miscellaneous
1 537 (26.32%) Analytical Skills
2 186 (9.12%) Computer Science
3 99 (4.85%) Management Information System
4 80 (3.92%) Algorithms
5 79 (3.87%) Data Structures
5 79 (3.87%) User Experience
6 61 (2.99%) Fintech
7 52 (2.55%) Self-Motivation
8 39 (1.91%) Life Science
9 37 (1.81%) Equities
10 34 (1.67%) Tandem
11 33 (1.62%) Robotics
12 29 (1.42%) Virtual Team
13 26 (1.27%) Reinsurance
14 23 (1.13%) Analytical Mindset
15 21 (1.03%) Greenfield Project
16 17 (0.83%) Derivative
16 17 (0.83%) NHS
17 16 (0.78%) Cyberthreat
17 16 (0.78%) FMCG
Operating Systems
1 50 (2.45%) Linux
2 38 (1.86%) Unix
3 29 (1.42%) Windows
4 12 (0.59%) Apple iOS
4 12 (0.59%) Windows Server 2008
5 11 (0.54%) Windows Server 2012
6 3 (0.15%) Red Hat Enterprise Linux
6 3 (0.15%) Windows Server
7 2 (0.098%) Android
8 1 (0.049%) AIX
8 1 (0.049%) Debian
8 1 (0.049%) Ubuntu
8 1 (0.049%) Windows 7
8 1 (0.049%) Windows 8
Processes & Methodologies
1 1,371 (67.21%) Business Intelligence
2 971 (47.60%) Analytics
3 857 (42.01%) Visualisation
4 580 (28.43%) ETL
5 522 (25.59%) Data Visualisation
6 505 (24.75%) Agile Software Development
7 338 (16.57%) Data Science
8 326 (15.98%) Data Modelling
9 318 (15.59%) Data Analytics
10 284 (13.92%) Problem-Solving
11 273 (13.38%) Data Analysis
12 260 (12.75%) Machine Learning
13 220 (10.78%) Decision-Making
14 183 (8.97%) Mathematics
15 178 (8.73%) Scrum
16 155 (7.60%) Stakeholder Management
17 152 (7.45%) Data Management
18 130 (6.37%) Dashboard Development
19 127 (6.23%) Statistics
20 110 (5.39%) Project Management
Programming Languages
1 1,364 (66.86%) SQL
2 503 (24.66%) Python
3 345 (16.91%) T-SQL
4 309 (15.15%) R
5 265 (12.99%) C#
6 223 (10.93%) Java
7 168 (8.24%) JavaScript
8 160 (7.84%) VBA
9 84 (4.12%) Scala
10 71 (3.48%) PowerShell
11 49 (2.40%) Data Analysis Expressions (DAX)
12 46 (2.25%) U-SQL
13 43 (2.11%) MATLAB
14 39 (1.91%) PL/SQL
14 39 (1.91%) VB
15 33 (1.62%) BeanShell
16 30 (1.47%) Shell Script
17 28 (1.37%) VB.NET
18 27 (1.32%) C++
19 20 (0.98%) Perl
Qualifications
1 417 (20.44%) Degree
2 73 (3.58%) Computer Science Degree
3 39 (1.91%) Numerate Degree
4 25 (1.23%) PhD
5 22 (1.08%) Master's Degree
6 20 (0.98%) Security Cleared
7 14 (0.69%) SC Cleared
8 13 (0.64%) Microsoft Certification
9 12 (0.59%) ACCA
10 11 (0.54%) CIMA
11 9 (0.44%) AWS Certification
11 9 (0.44%) ITIL Certification
12 7 (0.34%) Oracle Certification
12 7 (0.34%) PMI Certification
13 6 (0.29%) ISEB
14 5 (0.25%) CISA
15 3 (0.15%) ISTQB
15 3 (0.15%) MCP
16 2 (0.098%) CBAP
16 2 (0.098%) IIBA
Quality Assurance & Compliance
1 148 (7.25%) Data Quality
2 46 (2.25%) QA
3 33 (1.62%) GDPR
4 15 (0.74%) Actionable Recommendations
5 9 (0.44%) SLA
6 8 (0.39%) ISO/IEC 27001
7 7 (0.34%) Solvency II
8 6 (0.29%) Sarbanes-Oxley
9 5 (0.25%) IFRS
10 4 (0.20%) Dodd-Frank
10 4 (0.20%) GCP
10 4 (0.20%) PMO
11 3 (0.15%) COBIT
11 3 (0.15%) EFQM
11 3 (0.15%) ISO/IEC 20000
11 3 (0.15%) PCI DSS
12 2 (0.098%) EMIR
12 2 (0.098%) ISO 9001
12 2 (0.098%) MiFID
13 1 (0.049%) GxP
System Software
1 54 (2.65%) HDFS
2 44 (2.16%) Virtual Machines
3 31 (1.52%) Docker
4 19 (0.93%) Active Directory
5 9 (0.44%) Apache ZooKeeper
6 7 (0.34%) Apache Flume
Systems Management
1 15 (0.74%) Ambari
2 14 (0.69%) Systems Management Server (SMS)
3 10 (0.49%) EnCase
3 10 (0.49%) FTK
4 8 (0.39%) Oozie
5 4 (0.20%) Ansible
5 4 (0.20%) Hadoop YARN
5 4 (0.20%) Oracle Identity Manager
6 3 (0.15%) Control-M
6 3 (0.15%) Kibana
7 2 (0.098%) CloudHub
7 2 (0.098%) ITRS Geneos
8 1 (0.049%) BladeLogic
8 1 (0.049%) Grafana
8 1 (0.049%) logstash
8 1 (0.049%) Opscode Chef
8 1 (0.049%) Puppet
8 1 (0.049%) Salt
8 1 (0.049%) Single Sign-On
Vendors
1 541 (26.52%) Microsoft
2 240 (11.76%) Oracle
3 189 (9.26%) Alteryx
4 182 (8.92%) Cognos
5 150 (7.35%) Google
6 137 (6.72%) SAP
7 131 (6.42%) MicroStrategy
8 99 (4.85%) Informatica
9 90 (4.41%) Talend
10 81 (3.97%) Adobe
11 74 (3.63%) Salesforce.com
12 59 (2.89%) IBM
13 47 (2.30%) Cloudera
14 45 (2.21%) Teradata
15 35 (1.72%) ServiceNow
16 21 (1.03%) TIBCO
17 18 (0.88%) Ab Initio
17 18 (0.88%) Vertica
18 17 (0.83%) Birst
19 16 (0.78%) Capita