Period
to 11 December 2019

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 11 December 2019 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
11 Dec 2019
Same period 2018 Same period 2017
Rank 218 236 266
Rank change year-on-year +18 +30 +82
Permanent jobs citing Tableau 1,856 2,206 2,239
As % of all permanent IT jobs advertised in England 1.51% 1.49% 1.33%
As % of the Vendors category 3.56% 3.48% 3.01%
Number of salaries quoted 1,499 1,619 1,722
England median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £32,500 £31,250
90th Percentile £82,500 £83,750 £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 52,146 63,472 74,462
As % of all permanent IT jobs advertised in England 42.29% 42.77% 44.25%
Number of salaries quoted 40,283 49,475 58,165
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £83,750 £81,250 £76,250
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +4.40%

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 11 December 2019.

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 11 December 2019. 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 +22 1,120 £55,000 -4.35% 124
North of England -9 187 £42,500 - 26
South East -68 170 £45,000 -10.00% 47
South West +59 150 £47,500 +11.11% 19
Midlands -15 136 £42,000 -1.18% 14
North West +31 115 £45,000 - 17
West Midlands +19 95 £41,500 -2.35% 9
East of England +84 91 £51,250 +7.89% 16
Yorkshire -19 68 £40,000 -5.88% 8
East Midlands -35 39 £45,000 +12.50% 5
North East +7 4 £40,000 +11.11% 1
Tableau
UK

For the 6 months to 11 December 2019, 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 1,265 (68.16%) SQL
2 1,211 (65.25%) Business Intelligence
3 959 (51.67%) Visualisation
4 857 (46.17%) Analytics
5 824 (44.40%) Power BI
5 824 (44.40%) Power Platform
6 596 (32.11%) Data Visualisation
7 574 (30.93%) Data Warehouse
8 546 (29.42%) Python
9 520 (28.02%) Agile Software Development
10 477 (25.70%) Finance
11 471 (25.38%) SQL Server
12 456 (24.57%) Analytical Skills
13 449 (24.19%) ETL
14 395 (21.28%) SQL Server Integration Services
15 377 (20.31%) Microsoft
16 371 (19.99%) QlikView
17 343 (18.48%) Microsoft Excel
18 328 (17.67%) SQL Server Reporting Services
19 324 (17.46%) Data Modelling
20 309 (16.65%) Azure
21 302 (16.27%) AWS
22 270 (14.55%) Data Science
23 269 (14.49%) R
24 265 (14.28%) Data Analytics
25 264 (14.22%) Marketing
26 235 (12.66%) Degree
27 230 (12.39%) Problem-Solving
28 218 (11.75%) Google
29 210 (11.31%) SQL Server Analysis Services

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
1 135 (7.27%) Apache Spark
2 118 (6.36%) SAS
3 41 (2.21%) Apache
4 29 (1.56%) SharePoint
5 24 (1.29%) ArcGIS
6 23 (1.24%) Apache Airflow
7 21 (1.13%) Elasticsearch
8 18 (0.97%) Oracle SOA Suite
9 16 (0.86%) Confluence
10 10 (0.54%) Apache Pig
11 7 (0.38%) Apache Solr
11 7 (0.38%) Jupyter
12 2 (0.11%) IBM Domino
12 2 (0.11%) WordPress
13 1 (0.054%) CMS
13 1 (0.054%) IIS
13 1 (0.054%) JBoss
13 1 (0.054%) Oracle Workflow
13 1 (0.054%) Tomcat
13 1 (0.054%) Zope
Applications
1 343 (18.48%) Microsoft Excel
2 47 (2.53%) Microsoft Office
3 28 (1.51%) SPSS
4 13 (0.70%) Microsoft PowerPoint
5 9 (0.48%) Spreadsheet
6 7 (0.38%) MS Visio
7 5 (0.27%) Microsoft Project
8 4 (0.22%) Adobe Premiere
Business Applications
1 22 (1.19%) NetSuite
2 12 (0.65%) Dynamics CRM
3 8 (0.43%) Adobe Campaign
4 5 (0.27%) Cognos TM1
5 4 (0.22%) Dynamics NAV
5 4 (0.22%) FastStats
5 4 (0.22%) SessionCam
6 3 (0.16%) Cognos Business Intelligence
6 3 (0.16%) Oracle Financials
7 2 (0.11%) Cognos Planning
7 2 (0.11%) HFM
7 2 (0.11%) SAP ERP
7 2 (0.11%) SAP GTS
7 2 (0.11%) Unit4 Business World
8 1 (0.054%) Actimize
8 1 (0.054%) Eloqua
8 1 (0.054%) Odoo
8 1 (0.054%) Salesforce.com CRM
8 1 (0.054%) SAP CO
8 1 (0.054%) SAP FI/CO
Cloud Services
1 824 (44.40%) Power Platform
2 309 (16.65%) Azure
3 302 (16.27%) AWS
4 170 (9.16%) GCP
5 75 (4.04%) SaaS
6 64 (3.45%) Google Analytics
7 59 (3.18%) Azure Data Factory
8 41 (2.21%) Amazon S3
9 32 (1.72%) PaaS
10 29 (1.56%) Adobe Analytics
11 26 (1.40%) SuccessFactors
12 21 (1.13%) Amazon EC2
12 21 (1.13%) GitHub
12 21 (1.13%) Serverless
13 17 (0.92%) AWS Lambda
14 14 (0.75%) Amazon EMR
14 14 (0.75%) Office 365
14 14 (0.75%) Salesforce Sales Cloud
14 14 (0.75%) Salesforce Service Cloud
15 13 (0.70%) PowerApps
Communications & Networking
1 7 (0.38%) Wi-Fi
2 6 (0.32%) Internet
3 4 (0.22%) Broadband
3 4 (0.22%) DSL
4 2 (0.11%) DHCP
4 2 (0.11%) Firewall
4 2 (0.11%) OpenVPN
5 1 (0.054%) DNS
5 1 (0.054%) Ethernet
5 1 (0.054%) Skype
5 1 (0.054%) TCP/IP
Database & Business Intelligence
1 824 (44.40%) Power BI
2 574 (30.93%) Data Warehouse
3 471 (25.38%) SQL Server
4 395 (21.28%) SQL Server Integration Services
5 371 (19.99%) QlikView
6 328 (17.67%) SQL Server Reporting Services
7 210 (11.31%) SQL Server Analysis Services
8 191 (10.29%) Big Data
9 175 (9.43%) Looker
10 148 (7.97%) Hadoop
11 125 (6.73%) BusinessObjects
12 108 (5.82%) Relational Database
13 99 (5.33%) Amazon Redshift
14 97 (5.23%) BigQuery
15 81 (4.36%) NoSQL
16 76 (4.09%) PostgreSQL
17 65 (3.50%) Data Lake
17 65 (3.50%) Snowflake Schema
18 64 (3.45%) Qlik Sense
19 60 (3.23%) SQL Server 2012
Development Applications
1 88 (4.74%) JIRA
2 77 (4.15%) Git (software)
3 33 (1.78%) Atlassian Bamboo
3 33 (1.78%) Jenkins
4 30 (1.62%) Team Foundation Server
5 19 (1.02%) SQL Server Management Studio (SSMS)
5 19 (1.02%) TeamCity
6 18 (0.97%) Octopus Deploy
6 18 (0.97%) Visual Studio Team System
7 17 (0.92%) Cucumber
8 15 (0.81%) NUnit
9 14 (0.75%) Jasmine
9 14 (0.75%) Karma Test Runner
10 10 (0.54%) Bitbucket
11 7 (0.38%) Maven
11 7 (0.38%) Selenium
12 6 (0.32%) Visual Studio
13 5 (0.27%) Subversion
13 5 (0.27%) Travis CI
13 5 (0.27%) webpack
General
1 477 (25.70%) Finance
2 264 (14.22%) Marketing
3 139 (7.49%) Banking
4 120 (6.47%) Retail
5 59 (3.18%) Telecoms
6 48 (2.59%) Manufacturing
6 48 (2.59%) Public Sector
7 36 (1.94%) Investment Banking
8 33 (1.78%) Publishing
9 32 (1.72%) Advertising
10 25 (1.35%) Legal
11 22 (1.19%) Electronics
12 20 (1.08%) Automotive
13 15 (0.81%) Games
14 14 (0.75%) Front Office
15 8 (0.43%) Pharmaceutical
16 7 (0.38%) Law
16 7 (0.38%) Mandarin Language
17 5 (0.27%) Financial Institution
18 4 (0.22%) Back Office
Job Titles
1 665 (35.83%) Analyst
2 575 (30.98%) Developer
3 308 (16.59%) Business Intelligence Developer
4 270 (14.55%) Data Analyst
5 193 (10.40%) Business Intelligence Analyst
6 152 (8.19%) Data Engineer
7 132 (7.11%) SQL Developer
8 89 (4.80%) Senior Analyst
9 86 (4.63%) Consultant
9 86 (4.63%) Insight Analyst
10 85 (4.58%) Business Analyst
11 82 (4.42%) Senior Developer
12 80 (4.31%) Architect
13 79 (4.26%) SQL Analyst
14 78 (4.20%) Data Scientist
15 75 (4.04%) Business Developer
16 74 (3.99%) Tableau Developer
17 69 (3.72%) Data Architect
18 63 (3.39%) Senior Business Intelligence Developer
19 55 (2.96%) Report Analyst
Libraries, Frameworks & Software Standards
1 73 (3.93%) D3.js
2 64 (3.45%) .NET
2 64 (3.45%) HTML
3 63 (3.39%) Web Services
4 51 (2.75%) Kafka
5 47 (2.53%) REST
6 39 (2.10%) RESTful
7 35 (1.89%) AngularJS
7 35 (1.89%) CSS
8 34 (1.83%) MDX
8 34 (1.83%) Node.js
9 32 (1.72%) JSON
10 29 (1.56%) Natural Language Processing
11 25 (1.35%) React
12 20 (1.08%) RabbitMQ
13 16 (0.86%) Apache Beam
13 16 (0.86%) Leaflet
14 15 (0.81%) .NET Framework
14 15 (0.81%) ASP.NET
15 14 (0.75%) Visualforce
Miscellaneous
1 456 (24.57%) Analytical Skills
2 116 (6.25%) Management Information System
3 61 (3.29%) Algorithms
4 58 (3.13%) Self-Motivation
5 42 (2.26%) Data Structures
5 42 (2.26%) User Experience
6 29 (1.56%) Public Cloud
7 24 (1.29%) Social Media
8 19 (1.02%) Greenfield Project
9 18 (0.97%) Analytical Mindset
10 16 (0.86%) Hedge funds
11 13 (0.70%) Clustering
12 12 (0.65%) Data Centre
13 11 (0.59%) Fixed Income
13 11 (0.59%) Mobile App
13 11 (0.59%) NHS
14 10 (0.54%) BBC
15 9 (0.48%) FMCG
16 8 (0.43%) Digital Media
17 7 (0.38%) Smartphone
Operating Systems
1 34 (1.83%) Linux
2 21 (1.13%) Windows
3 17 (0.92%) Unix
4 7 (0.38%) Windows Server 2012
5 6 (0.32%) Windows Server
6 3 (0.16%) Apple iOS
6 3 (0.16%) Windows 10
7 2 (0.11%) Android
7 2 (0.11%) Windows Server 2008
8 1 (0.054%) CentOS
8 1 (0.054%) Ubuntu
8 1 (0.054%) Windows 7
Processes & Methodologies
1 1,211 (65.25%) Business Intelligence
2 959 (51.67%) Visualisation
3 857 (46.17%) Analytics
4 596 (32.11%) Data Visualisation
5 520 (28.02%) Agile Software Development
6 449 (24.19%) ETL
7 324 (17.46%) Data Modelling
8 270 (14.55%) Data Science
9 265 (14.28%) Data Analytics
10 230 (12.39%) Problem-Solving
11 200 (10.78%) Data Analysis
12 172 (9.27%) Decision-Making
13 163 (8.78%) Data Management
14 152 (8.19%) Machine Learning
15 145 (7.81%) Dashboard Development
16 128 (6.90%) Actionable Insight
17 127 (6.84%) Computer Science
18 117 (6.30%) Stakeholder Management
19 115 (6.20%) Mathematics
20 110 (5.93%) CRM
Programming Languages
1 1,265 (68.16%) SQL
2 546 (29.42%) Python
3 269 (14.49%) R
4 181 (9.75%) T-SQL
5 140 (7.54%) Java
6 125 (6.73%) VBA
7 112 (6.03%) C#
8 92 (4.96%) JavaScript
9 49 (2.64%) Scala
10 36 (1.94%) C
10 36 (1.94%) MATLAB
11 31 (1.67%) PL/SQL
11 31 (1.67%) PowerShell
12 24 (1.29%) TypeScript
13 20 (1.08%) Java 8
14 17 (0.92%) Data Analysis Expressions (DAX)
14 17 (0.92%) Shell Script
15 14 (0.75%) Apex Code
15 14 (0.75%) C++
16 13 (0.70%) PHP
Qualifications
1 235 (12.66%) Degree
2 47 (2.53%) Computer Science Degree
3 46 (2.48%) Master's Degree
4 19 (1.02%) Numerate Degree
4 19 (1.02%) PhD
5 13 (0.70%) Postgraduate
6 11 (0.59%) Security Cleared
7 6 (0.32%) SC Cleared
8 4 (0.22%) ISTQB
9 3 (0.16%) DV Cleared
9 3 (0.16%) Microsoft Certification
9 3 (0.16%) TOGAF Certification
10 2 (0.11%) CISM
10 2 (0.11%) CISSP
10 2 (0.11%) CRISC
10 2 (0.11%) ISEB
10 2 (0.11%) MBA
11 1 (0.054%) ACCA
11 1 (0.054%) CIMA
11 1 (0.054%) PMI Certification
Quality Assurance & Compliance
1 139 (7.49%) Data Quality
2 32 (1.72%) QA
3 20 (1.08%) GDPR
4 11 (0.59%) Actionable Recommendations
5 10 (0.54%) ISO/IEC 27001
6 8 (0.43%) SLA
7 6 (0.32%) EMIR
7 6 (0.32%) MiFID
8 2 (0.11%) PMO
9 1 (0.054%) GxP
9 1 (0.054%) ITGC
9 1 (0.054%) NIST
9 1 (0.054%) NIST 800
9 1 (0.054%) PCI DSS
9 1 (0.054%) Solvency II
System Software
1 36 (1.94%) Docker
2 7 (0.38%) Apache Flume
3 6 (0.32%) HDFS
4 4 (0.22%) Active Directory
5 2 (0.11%) Hyper-V
6 1 (0.054%) Apache ZooKeeper
6 1 (0.054%) Cronacle
Systems Management
1 16 (0.86%) Kubernetes
2 14 (0.75%) Kibana
2 14 (0.75%) Oozie
3 13 (0.70%) Ansible
4 8 (0.43%) Puppet
4 8 (0.43%) Terraform
5 6 (0.32%) Control-M
6 3 (0.16%) Microsoft Intune
6 3 (0.16%) Opscode Chef
7 2 (0.11%) ITRS Geneos
8 1 (0.054%) EMC NetWorker
8 1 (0.054%) Hadoop YARN
8 1 (0.054%) HP Quality Center
8 1 (0.054%) Jamf Pro
8 1 (0.054%) Matomo
8 1 (0.054%) Netcool
Vendors
1 377 (20.31%) Microsoft
2 218 (11.75%) Google
3 184 (9.91%) Oracle
4 135 (7.27%) SAP
5 105 (5.66%) Alteryx
6 78 (4.20%) Cognos
7 74 (3.99%) Salesforce.com
8 65 (3.50%) Informatica
9 60 (3.23%) Talend
10 58 (3.13%) MicroStrategy
11 40 (2.16%) Adobe
12 36 (1.94%) Splunk
13 33 (1.78%) Teradata
14 29 (1.56%) IBM
15 25 (1.35%) HubSpot
15 25 (1.35%) WorldPay
16 23 (1.24%) Jitterbit
17 21 (1.13%) MuleSoft
18 18 (0.97%) Databricks
19 17 (0.92%) Mapbox