Period
to 19 June 2019

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 19 June 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
6 months to
19 Jun 2019
Same period 2018 Same period 2017
Rank 222 267 274
Rank change year-on-year +45 +7 +79
Permanent jobs citing Tableau 2,216 2,189 2,130
As % of all permanent IT jobs advertised in the UK 1.54% 1.27% 1.24%
As % of the Vendors category 3.63% 2.92% 2.79%
Number of salaries quoted 1,819 1,618 1,759
UK median annual salary £50,000 £50,000 £50,000
10th Percentile £31,250 £32,500 £31,250
90th Percentile £82,500 £81,625 £78,750
UK excluding London median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -11.11%

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 60,990 74,994 76,343
As % of all permanent IT jobs advertised in the UK 42.44% 43.56% 44.33%
Number of salaries quoted 46,714 58,625 60,939
UK median annual salary £50,000 £47,500 £47,000
Median salary % change year-on-year +5.26% +1.06% +4.44%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £82,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% -

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 19 June 2019.

Salary histogram for Tableau in the UK

Tableau
Top 17 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 19 June 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
England +39 2,066 £50,000 - 115
London +28 1,164 £56,750 -1.30% 51
UK excluding London +69 1,016 £45,000 - 69
North of England +25 237 £42,500 - 21
South East +63 232 £47,500 - 15
South West +83 188 £45,000 +5.88% 10
Midlands +50 156 £45,000 +2.86% 9
North West +48 129 £43,250 +8.13% 6
Scotland +62 96 £45,000 +0.56% 4
Yorkshire -27 89 £45,000 - 13
East of England +5 88 £48,750 -17.37% 9
West Midlands +23 82 £46,300 -2.53% 7
East Midlands +47 71 £37,500 -11.76% 2
North East +33 19 £37,500 -1.32% 2
Wales +9 16 £37,947 +4.68% 1
Northern Ireland -17 12 £30,000 -20.00%
Channel Islands - 1 £37,500 -

For the 6 months to 19 June 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 with a requirement for Tableau.

1 1,544 (69.68%) SQL
2 1,478 (66.70%) Business Intelligence
3 1,185 (53.47%) Analytics
4 1,075 (48.51%) Visualisation
5 922 (41.61%) Power BI
5 922 (41.61%) Power Platform
6 752 (33.94%) Data Warehouse
7 700 (31.59%) Data Visualisation
8 674 (30.42%) Python
9 653 (29.47%) Agile Software Development
10 637 (28.75%) SQL Server
11 608 (27.44%) ETL
12 581 (26.22%) QlikView
13 555 (25.05%) Analytical Skills
14 520 (23.47%) Finance
15 513 (23.15%) SQL Server Reporting Services
16 493 (22.25%) SQL Server Integration Services
17 459 (20.71%) Microsoft
18 415 (18.73%) Data Modelling
19 405 (18.28%) R
20 399 (18.01%) Microsoft Excel
21 345 (15.57%) Microsoft Azure
22 342 (15.43%) Amazon AWS
23 330 (14.89%) Big Data
24 316 (14.26%) Data Analytics
25 301 (13.58%) Degree
26 296 (13.36%) SQL Server Analysis Services
27 291 (13.13%) Hadoop
28 286 (12.91%) Data Analysis
29 265 (11.96%) T-SQL

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
1 197 (8.89%) Apache Spark
2 140 (6.32%) SAS
3 59 (2.66%) Apache
4 55 (2.48%) SharePoint
5 38 (1.71%) Apache Pig
6 24 (1.08%) Confluence
7 20 (0.90%) Elasticsearch
8 14 (0.63%) Oracle SOA Suite
9 13 (0.59%) CMS
10 10 (0.45%) SharePoint 2010
11 6 (0.27%) Tomcat
12 5 (0.23%) Apache Geronimo
12 5 (0.23%) Apache Solr
12 5 (0.23%) GlassFish
12 5 (0.23%) JBoss
12 5 (0.23%) WebSphere
13 4 (0.18%) Apache Airflow
13 4 (0.18%) NetWeaver
14 2 (0.090%) nginx
15 1 (0.045%) BizTalk Server
Applications
1 399 (18.01%) Microsoft Excel
2 87 (3.93%) Microsoft Office
3 54 (2.44%) Microsoft PowerPoint
4 39 (1.76%) SPSS
5 16 (0.72%) MS Visio
6 11 (0.50%) Spreadsheet
7 7 (0.32%) Adobe Creative Suite
8 6 (0.27%) Weka
9 5 (0.23%) Stata
10 1 (0.045%) GNU Octave
10 1 (0.045%) InfoPath
10 1 (0.045%) Mingle
Business Applications
1 13 (0.59%) SAP S/4HANA
2 11 (0.50%) SAP ERP
3 10 (0.45%) WebTrends
4 9 (0.41%) Magento
4 9 (0.41%) SAP BPC
5 8 (0.36%) Cognos TM1
6 7 (0.32%) Cognos Business Intelligence
7 5 (0.23%) Dynamics CRM
7 5 (0.23%) SAP FI-GL
8 4 (0.18%) NetSuite
9 3 (0.14%) Actimize
9 3 (0.14%) Dynamics NAV
9 3 (0.14%) Oracle Payables
9 3 (0.14%) Oracle Receivables
9 3 (0.14%) SAP Oil and Gas
10 2 (0.090%) Elite 3E
10 2 (0.090%) Hyperion Planning
10 2 (0.090%) SAP InfiniteInsight
11 1 (0.045%) Oracle General Ledger
11 1 (0.045%) SAP GRC
Cloud Services
1 922 (41.61%) Power Platform
2 345 (15.57%) Microsoft Azure
3 342 (15.43%) Amazon AWS
4 188 (8.48%) Google Cloud Platform
5 94 (4.24%) Google Analytics
6 46 (2.08%) Office 365
7 32 (1.44%) Azure Data Factory
8 31 (1.40%) PaaS
9 30 (1.35%) Adobe Analytics
10 29 (1.31%) SaaS
11 25 (1.13%) Azure Stack
12 23 (1.04%) Amazon S3
13 21 (0.95%) Cloud Computing
14 14 (0.63%) Amazon EMR
15 11 (0.50%) Amazon EC2
16 10 (0.45%) AWS Lambda
16 10 (0.45%) Google Tag Manager
16 10 (0.45%) Microsoft Flow
16 10 (0.45%) Serverless
17 9 (0.41%) GitHub
Communications & Networking
1 9 (0.41%) Intranet
2 8 (0.36%) Internet
3 3 (0.14%) FTP
4 2 (0.090%) DHCP
4 2 (0.090%) Kerberos
4 2 (0.090%) SSL
5 1 (0.045%) DNS
5 1 (0.045%) Ethernet
5 1 (0.045%) Firewall
5 1 (0.045%) SMS
5 1 (0.045%) TCP/IP
5 1 (0.045%) Wi-Fi
Database & Business Intelligence
1 922 (41.61%) Power BI
2 752 (33.94%) Data Warehouse
3 637 (28.75%) SQL Server
4 581 (26.22%) QlikView
5 513 (23.15%) SQL Server Reporting Services
6 493 (22.25%) SQL Server Integration Services
7 330 (14.89%) Big Data
8 296 (13.36%) SQL Server Analysis Services
9 291 (13.13%) Hadoop
10 264 (11.91%) BusinessObjects
11 181 (8.17%) Relational Database
12 164 (7.40%) NoSQL
13 123 (5.55%) Amazon Redshift
14 119 (5.37%) Apache Hive
15 100 (4.51%) Looker
16 90 (4.06%) Data Mining
17 88 (3.97%) SQL Server 2012
18 85 (3.84%) BigQuery
19 80 (3.61%) Data Lake
20 76 (3.43%) MongoDB
Development Applications
1 110 (4.96%) JIRA
2 74 (3.34%) Git (software)
3 27 (1.22%) Team Foundation Server
4 26 (1.17%) Jenkins
5 24 (1.08%) Hudson
6 14 (0.63%) Toad
7 12 (0.54%) TeamCity
7 12 (0.54%) webpack
8 11 (0.50%) Atlassian Bamboo
8 11 (0.50%) ERwin
8 11 (0.50%) Maven
8 11 (0.50%) Selenium
8 11 (0.50%) Visual Studio
9 9 (0.41%) Travis CI
10 8 (0.36%) Rhino Mocks
10 8 (0.36%) SQL Server Management Studio (SSMS)
11 7 (0.32%) SoapUI
12 6 (0.27%) AccuRev
12 6 (0.27%) Balsamiq
12 6 (0.27%) Visual Studio Team System
General
1 520 (23.47%) Finance
2 254 (11.46%) Retail
3 223 (10.06%) Marketing
4 117 (5.28%) Banking
5 54 (2.44%) Legal
6 38 (1.71%) Telecoms
7 37 (1.67%) Manufacturing
8 31 (1.40%) Electronics
9 25 (1.13%) Games
9 25 (1.13%) Law
10 23 (1.04%) Advertising
10 23 (1.04%) Investment Banking
11 12 (0.54%) Pharmaceutical
12 9 (0.41%) General Ledger
13 8 (0.36%) Back Office
14 7 (0.32%) Mandarin Language
15 6 (0.27%) Automotive
15 6 (0.27%) Financial Institution
15 6 (0.27%) Publishing
16 4 (0.18%) Front Office
Job Titles
1 762 (34.39%) Analyst
2 541 (24.41%) Developer
3 311 (14.03%) Data Analyst
4 286 (12.91%) Business Intelligence Developer
5 228 (10.29%) Business Intelligence Analyst
6 160 (7.22%) SQL Developer
7 159 (7.18%) Data Engineer
8 137 (6.18%) Consultant
9 126 (5.69%) Architect
10 119 (5.37%) SQL Analyst
11 103 (4.65%) Senior Analyst
12 97 (4.38%) Data Architect
13 86 (3.88%) Business Developer
13 86 (3.88%) Senior Developer
14 85 (3.84%) Business Analyst
14 85 (3.84%) Insight Analyst
15 75 (3.38%) SQL BI Developer
16 70 (3.16%) Data Scientist
16 70 (3.16%) Tableau Analyst
17 69 (3.11%) Analytics Manager
Libraries, Frameworks & Software Standards
1 91 (4.11%) .NET
2 88 (3.97%) Kafka
3 81 (3.66%) HTML
3 81 (3.66%) Web Services
4 56 (2.53%) CSS
5 52 (2.35%) AngularJS
6 47 (2.12%) D3.js
7 41 (1.85%) MDX
8 31 (1.40%) REST
9 26 (1.17%) .NET Framework
9 26 (1.17%) RESTful
10 24 (1.08%) XML
11 22 (0.99%) HTML5
11 22 (0.99%) Natural Language Processing
12 21 (0.95%) ASP.NET
13 20 (0.90%) Apache Beam
13 20 (0.90%) React
13 20 (0.90%) TensorFlow
14 18 (0.81%) Apache NiFi
14 18 (0.81%) Spark Streaming
Miscellaneous
1 555 (25.05%) Analytical Skills
2 104 (4.69%) Management Information System
3 90 (4.06%) Data Structures
4 62 (2.80%) Algorithms
5 47 (2.12%) User Experience
6 43 (1.94%) Self-Motivation
7 42 (1.90%) Greenfield Project
8 28 (1.26%) Virtual Team
9 27 (1.22%) Hedge funds
10 25 (1.13%) Clustering
11 21 (0.95%) NHS
11 21 (0.95%) Reinsurance
12 18 (0.81%) Social Media
13 17 (0.77%) FMCG
14 15 (0.68%) Life Science
15 14 (0.63%) Analytical Mindset
16 13 (0.59%) Data Centre
17 12 (0.54%) Mobile App
17 12 (0.54%) Reference Data
18 9 (0.41%) Social Network
Operating Systems
1 65 (2.93%) Linux
2 47 (2.12%) Windows
3 41 (1.85%) Unix
4 13 (0.59%) Red Hat Enterprise Linux
5 10 (0.45%) Apple iOS
5 10 (0.45%) CentOS
5 10 (0.45%) Ubuntu
6 4 (0.18%) Android
6 4 (0.18%) Oracle Linux
7 3 (0.14%) Windows Server
8 2 (0.090%) FreeBSD
8 2 (0.090%) Windows 7
9 1 (0.045%) VMS
9 1 (0.045%) Windows 10
9 1 (0.045%) Windows Server 2008
9 1 (0.045%) Windows Server 2012
Processes & Methodologies
1 1,478 (66.70%) Business Intelligence
2 1,185 (53.47%) Analytics
3 1,075 (48.51%) Visualisation
4 700 (31.59%) Data Visualisation
5 653 (29.47%) Agile Software Development
6 608 (27.44%) ETL
7 415 (18.73%) Data Modelling
8 316 (14.26%) Data Analytics
9 286 (12.91%) Data Analysis
10 260 (11.73%) Data Science
11 259 (11.69%) Machine Learning
12 241 (10.88%) Problem-Solving
13 193 (8.71%) Decision-Making
14 168 (7.58%) Actionable Insight
15 166 (7.49%) Mathematics
16 164 (7.40%) Software Engineering
17 156 (7.04%) Computer Science
18 144 (6.50%) Scrum
19 135 (6.09%) Data Management
20 130 (5.87%) Statistics
Programming Languages
1 1,544 (69.68%) SQL
2 674 (30.42%) Python
3 405 (18.28%) R
4 265 (11.96%) T-SQL
5 260 (11.73%) Java
6 139 (6.27%) Scala
7 136 (6.14%) VBA
8 122 (5.51%) C#
9 120 (5.42%) JavaScript
10 85 (3.84%) PL/SQL
11 29 (1.31%) MATLAB
12 27 (1.22%) C
12 27 (1.22%) PowerShell
13 25 (1.13%) C++
13 25 (1.13%) Data Analysis Expressions (DAX)
14 23 (1.04%) HiveQL
15 21 (0.95%) Bash Shell
15 21 (0.95%) TypeScript
16 18 (0.81%) PHP
17 13 (0.59%) VB.NET
Qualifications
1 301 (13.58%) Degree
2 49 (2.21%) Computer Science Degree
3 44 (1.99%) Security Cleared
4 27 (1.22%) PhD
5 26 (1.17%) Master's Degree
6 23 (1.04%) SC Cleared
7 18 (0.81%) Numerate Degree
8 15 (0.68%) Postgraduate
9 9 (0.41%) CBAP
10 8 (0.36%) MCP
10 8 (0.36%) PMI Certification
11 6 (0.27%) ACCA
11 6 (0.27%) CIMA
11 6 (0.27%) DV Cleared
12 4 (0.18%) TOGAF Certification
13 3 (0.14%) Microsoft Certification
14 2 (0.090%) ITIL Certification
14 2 (0.090%) PMP
15 1 (0.045%) CISA
15 1 (0.045%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 201 (9.07%) Data Quality
2 39 (1.76%) GDPR
2 39 (1.76%) QA
3 28 (1.26%) SLA
4 13 (0.59%) ISO/IEC 27001
5 10 (0.45%) Solvency II
6 8 (0.36%) Actionable Recommendations
6 8 (0.36%) PMO
7 3 (0.14%) EMIR
8 2 (0.090%) GxP
8 2 (0.090%) IFRS
8 2 (0.090%) MiFID
9 1 (0.045%) Basel III
9 1 (0.045%) Dodd-Frank
9 1 (0.045%) ITGC
9 1 (0.045%) PCI DSS
System Software
1 30 (1.35%) Docker
2 19 (0.86%) Apache ZooKeeper
3 10 (0.45%) HDFS
4 9 (0.41%) Apache Flume
5 5 (0.23%) Active Directory
6 2 (0.090%) KVM
6 2 (0.090%) NFS
7 1 (0.045%) Hyper-V
7 1 (0.045%) Virtual Machines
Systems Management
1 34 (1.53%) Oozie
2 28 (1.26%) Ambari
3 12 (0.54%) Ansible
4 10 (0.45%) Puppet
5 8 (0.36%) Hadoop YARN
6 7 (0.32%) Kubernetes
6 7 (0.32%) Opscode Chef
7 4 (0.18%) Control-M
7 4 (0.18%) Terraform
8 3 (0.14%) Kibana
8 3 (0.14%) Single Sign-On
9 2 (0.090%) HAProxy
9 2 (0.090%) ITRS Geneos
9 2 (0.090%) Nagios
9 2 (0.090%) Netcool
10 1 (0.045%) EMC NetWorker
10 1 (0.045%) Graphite
10 1 (0.045%) Matomo
10 1 (0.045%) SQL Sentry
10 1 (0.045%) WebSphere Cast Iron
Vendors
1 459 (20.71%) Microsoft
2 249 (11.24%) SAP
3 244 (11.01%) Google
4 217 (9.79%) Oracle
5 100 (4.51%) Alteryx
6 92 (4.15%) Informatica
7 89 (4.02%) Talend
8 88 (3.97%) Cognos
9 59 (2.66%) IBM
10 55 (2.48%) Teradata
11 53 (2.39%) Cloudera
12 49 (2.21%) Salesforce.com
13 45 (2.03%) Adobe
14 29 (1.31%) MicroStrategy
15 26 (1.17%) Vertica
16 25 (1.13%) Netezza
17 24 (1.08%) Databricks
17 24 (1.08%) TIBCO
18 23 (1.04%) Sybase
19 21 (0.95%) Greenplum