Period
to 20 October 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 20 October 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
20 Oct 2019
Same period 2018 Same period 2017
Rank 221 258 267
Rank change year-on-year +37 +9 +81
Permanent jobs citing Tableau 2,046 2,226 2,340
As % of all permanent IT jobs advertised in the UK 1.50% 1.36% 1.34%
As % of the Vendors category 3.52% 3.18% 3.02%
Number of salaries quoted 1,684 1,605 1,813
UK median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £32,500 £31,250
90th Percentile £82,500 £77,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -5.56%

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 58,183 70,105 77,527
As % of all permanent IT jobs advertised in the UK 42.77% 42.88% 44.46%
Number of salaries quoted 44,277 54,323 59,943
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,000 £27,000 £26,250
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

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 20 October 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 20 October 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 +32 1,931 £50,000 - 254
London +37 1,134 £55,500 +0.91% 113
UK excluding London +30 877 £45,000 - 146
North of England -8 213 £42,500 -5.56% 48
South West +74 176 £47,500 +10.47% 15
South East -30 175 £45,000 -10.00% 42
Midlands +19 147 £45,000 +5.88% 22
North West +26 122 £45,000 -5.26% 25
Yorkshire -23 85 £42,500 - 15
East of England +88 84 £50,000 +25.00% 14
West Midlands +10 81 £45,000 +5.88% 20
Scotland +20 66 £45,100 -9.80% 3
East Midlands +21 61 £45,000 +5.88% 2
Wales -12 15 £37,500 -11.76% 1
North East +9 6 £32,000 -11.11% 8
Northern Ireland -12 2 £27,500 -47.62% 1
Channel Islands - 1 £37,500 -

For the 6 months to 20 October 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 1,401 (68.48%) Business Intelligence
2 1,384 (67.64%) SQL
3 1,058 (51.71%) Visualisation
4 1,003 (49.02%) Analytics
5 900 (43.99%) Power BI
5 900 (43.99%) Power Platform
6 661 (32.31%) Data Visualisation
7 643 (31.43%) Data Warehouse
8 610 (29.81%) Python
9 606 (29.62%) Agile Software Development
10 520 (25.42%) ETL
11 518 (25.32%) Analytical Skills
12 500 (24.44%) SQL Server
13 485 (23.70%) Finance
14 458 (22.39%) SQL Server Integration Services
15 427 (20.87%) QlikView
16 385 (18.82%) SQL Server Reporting Services
17 382 (18.67%) Microsoft
18 364 (17.79%) Microsoft Excel
19 337 (16.47%) Data Modelling
20 328 (16.03%) AWS
21 322 (15.74%) R
22 309 (15.10%) Azure
23 279 (13.64%) Marketing
23 279 (13.64%) Data Analytics
23 279 (13.64%) Data Science
24 248 (12.12%) SQL Server Analysis Services
25 234 (11.44%) Google
25 234 (11.44%) Problem-Solving
26 233 (11.39%) Data Analysis

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
1 149 (7.28%) Apache Spark
2 115 (5.62%) SAS
3 46 (2.25%) Apache
4 37 (1.81%) SharePoint
5 25 (1.22%) Elasticsearch
5 25 (1.22%) Oracle SOA Suite
6 24 (1.17%) ArcGIS
7 19 (0.93%) Apache Airflow
7 19 (0.93%) Confluence
8 16 (0.78%) Apache Pig
9 7 (0.34%) Apache Solr
9 7 (0.34%) Jupyter
10 3 (0.15%) WordPress
11 2 (0.098%) IBM Domino
12 1 (0.049%) CMS
12 1 (0.049%) IIS
12 1 (0.049%) JBoss
12 1 (0.049%) Oracle Workflow
12 1 (0.049%) Tomcat
12 1 (0.049%) Zope
Applications
1 364 (17.79%) Microsoft Excel
2 67 (3.27%) Microsoft Office
3 36 (1.76%) SPSS
4 22 (1.08%) Microsoft PowerPoint
5 9 (0.44%) Spreadsheet
6 8 (0.39%) MS Visio
7 5 (0.24%) Microsoft Project
8 3 (0.15%) Stata
Business Applications
1 21 (1.03%) NetSuite
2 7 (0.34%) Dynamics CRM
2 7 (0.34%) SAP ERP
3 5 (0.24%) Adobe Campaign
3 5 (0.24%) Dynamics NAV
4 4 (0.20%) Cognos TM1
5 3 (0.15%) Cognos Business Intelligence
5 3 (0.15%) SAP S/4HANA
6 2 (0.098%) Cognos Planning
6 2 (0.098%) FastStats
6 2 (0.098%) HFM
6 2 (0.098%) SAP FI-GL
6 2 (0.098%) SAP GTS
7 1 (0.049%) Actimize
7 1 (0.049%) Hyperion Planning
7 1 (0.049%) Oracle Financials
7 1 (0.049%) SAP BPC
7 1 (0.049%) SAP CO
7 1 (0.049%) SAP FI
7 1 (0.049%) SAP FI/CO
Cloud Services
1 900 (43.99%) Power Platform
2 328 (16.03%) AWS
3 309 (15.10%) Azure
4 191 (9.34%) GCP
5 69 (3.37%) Google Analytics
6 57 (2.79%) SaaS
7 48 (2.35%) Azure Data Factory
8 43 (2.10%) Amazon S3
9 30 (1.47%) PaaS
10 28 (1.37%) Adobe Analytics
11 27 (1.32%) Office 365
12 19 (0.93%) Amazon EC2
13 17 (0.83%) Amazon EMR
13 17 (0.83%) Serverless
14 16 (0.78%) AWS Lambda
15 14 (0.68%) Salesforce Sales Cloud
15 14 (0.68%) Salesforce Service Cloud
16 13 (0.64%) PowerApps
17 11 (0.54%) GitHub
18 10 (0.49%) iPaaS
Communications & Networking
1 7 (0.34%) Wi-Fi
2 4 (0.20%) DSL
2 4 (0.20%) Internet
3 3 (0.15%) DHCP
4 2 (0.098%) Ethernet
4 2 (0.098%) Firewall
4 2 (0.098%) Kerberos
4 2 (0.098%) OpenVPN
4 2 (0.098%) SSL
4 2 (0.098%) TCP/IP
5 1 (0.049%) Broadband
5 1 (0.049%) DNS
Database & Business Intelligence
1 900 (43.99%) Power BI
2 643 (31.43%) Data Warehouse
3 500 (24.44%) SQL Server
4 458 (22.39%) SQL Server Integration Services
5 427 (20.87%) QlikView
6 385 (18.82%) SQL Server Reporting Services
7 248 (12.12%) SQL Server Analysis Services
8 232 (11.34%) Big Data
9 212 (10.36%) Hadoop
10 178 (8.70%) BusinessObjects
11 166 (8.11%) Looker
12 141 (6.89%) Relational Database
13 113 (5.52%) Amazon Redshift
14 102 (4.99%) NoSQL
15 101 (4.94%) BigQuery
16 72 (3.52%) PostgreSQL
17 69 (3.37%) Data Lake
18 68 (3.32%) SQL Server 2012
19 64 (3.13%) MySQL
20 63 (3.08%) Qlik Sense
Development Applications
1 116 (5.67%) JIRA
2 84 (4.11%) Git (software)
3 37 (1.81%) Team Foundation Server
4 33 (1.61%) Jenkins
5 29 (1.42%) Atlassian Bamboo
6 18 (0.88%) Cucumber
7 17 (0.83%) SQL Server Management Studio (SSMS)
8 15 (0.73%) TeamCity
9 13 (0.64%) Bitbucket
9 13 (0.64%) Travis CI
10 11 (0.54%) Visual Studio
11 8 (0.39%) Hudson
11 8 (0.39%) Maven
11 8 (0.39%) Octopus Deploy
11 8 (0.39%) Selenium
11 8 (0.39%) Subversion
11 8 (0.39%) webpack
12 7 (0.34%) NUnit
12 7 (0.34%) Visual Studio Team System
13 6 (0.29%) WinRunner
General
1 485 (23.70%) Finance
2 279 (13.64%) Marketing
3 217 (10.61%) Retail
4 157 (7.67%) Banking
5 68 (3.32%) Public Sector
6 51 (2.49%) Manufacturing
7 41 (2.00%) Investment Banking
8 40 (1.96%) Telecoms
9 31 (1.52%) Advertising
10 28 (1.37%) Electronics
10 28 (1.37%) Legal
11 22 (1.08%) Publishing
12 20 (0.98%) Games
13 14 (0.68%) Automotive
14 12 (0.59%) Pharmaceutical
15 11 (0.54%) Mandarin Language
16 10 (0.49%) Front Office
17 9 (0.44%) Law
18 7 (0.34%) Financial Institution
19 5 (0.24%) Billing
Job Titles
1 711 (34.75%) Analyst
2 610 (29.81%) Developer
3 344 (16.81%) Business Intelligence Developer
4 297 (14.52%) Data Analyst
5 209 (10.22%) Business Intelligence Analyst
6 174 (8.50%) Data Engineer
7 129 (6.30%) SQL Developer
8 97 (4.74%) SQL Analyst
9 95 (4.64%) Consultant
10 94 (4.59%) Senior Developer
11 93 (4.55%) Senior Analyst
12 86 (4.20%) Architect
13 85 (4.15%) Insight Analyst
13 85 (4.15%) Tableau Developer
14 84 (4.11%) Business Developer
15 78 (3.81%) Business Analyst
16 77 (3.76%) Senior Business Intelligence Developer
17 73 (3.57%) Data Scientist
18 66 (3.23%) Data Architect
19 64 (3.13%) Tableau Analyst
Libraries, Frameworks & Software Standards
1 80 (3.91%) HTML
2 75 (3.67%) .NET
2 75 (3.67%) Web Services
3 74 (3.62%) D3.js
4 55 (2.69%) Kafka
5 47 (2.30%) MDX
6 43 (2.10%) REST
7 42 (2.05%) AngularJS
8 41 (2.00%) CSS
9 36 (1.76%) RESTful
10 35 (1.71%) JSON
11 32 (1.56%) React
12 29 (1.42%) Node.js
13 25 (1.22%) Natural Language Processing
14 20 (0.98%) Apache Beam
15 18 (0.88%) Pandas
16 15 (0.73%) Leaflet
17 14 (0.68%) Google Chart
17 14 (0.68%) TensorFlow
17 14 (0.68%) Visualforce
Miscellaneous
1 518 (25.32%) Analytical Skills
2 129 (6.30%) Management Information System
3 74 (3.62%) Algorithms
4 50 (2.44%) Data Structures
5 41 (2.00%) Self-Motivation
6 32 (1.56%) User Experience
7 29 (1.42%) Social Media
8 28 (1.37%) Greenfield Project
9 27 (1.32%) Hedge funds
10 22 (1.08%) Public Cloud
11 19 (0.93%) Clustering
12 17 (0.83%) NHS
13 15 (0.73%) Analytical Mindset
14 13 (0.64%) FMCG
15 11 (0.54%) Data Centre
16 9 (0.44%) BBC
17 8 (0.39%) Digital Media
17 8 (0.39%) Smartphone
17 8 (0.39%) Virtual Team
18 7 (0.34%) Video Conferencing
Operating Systems
1 43 (2.10%) Linux
2 41 (2.00%) Windows
3 21 (1.03%) Unix
4 8 (0.39%) Windows Server
4 8 (0.39%) Windows Server 2012
5 4 (0.20%) Windows 10
6 3 (0.15%) Apple iOS
6 3 (0.15%) Windows Server 2008
7 2 (0.098%) Android
7 2 (0.098%) Windows 7
8 1 (0.049%) CentOS
8 1 (0.049%) Ubuntu
Processes & Methodologies
1 1,401 (68.48%) Business Intelligence
2 1,058 (51.71%) Visualisation
3 1,003 (49.02%) Analytics
4 661 (32.31%) Data Visualisation
5 606 (29.62%) Agile Software Development
6 520 (25.42%) ETL
7 337 (16.47%) Data Modelling
8 279 (13.64%) Data Analytics
8 279 (13.64%) Data Science
9 234 (11.44%) Problem-Solving
10 233 (11.39%) Data Analysis
11 198 (9.68%) Decision-Making
12 184 (8.99%) Machine Learning
13 177 (8.65%) Data Management
14 152 (7.43%) Actionable Insight
15 134 (6.55%) Dashboard Development
16 126 (6.16%) Computer Science
17 120 (5.87%) Software Engineering
18 117 (5.72%) Mathematics
19 113 (5.52%) Stakeholder Management
Programming Languages
1 1,384 (67.64%) SQL
2 610 (29.81%) Python
3 322 (15.74%) R
4 194 (9.48%) T-SQL
5 173 (8.46%) Java
6 128 (6.26%) VBA
7 107 (5.23%) C#
7 107 (5.23%) JavaScript
8 81 (3.96%) Scala
9 50 (2.44%) PL/SQL
10 43 (2.10%) C
11 34 (1.66%) MATLAB
12 33 (1.61%) PowerShell
13 24 (1.17%) TypeScript
14 20 (0.98%) Java 8
15 18 (0.88%) HiveQL
16 16 (0.78%) PHP
17 14 (0.68%) Apex Code
17 14 (0.68%) Data Analysis Expressions (DAX)
17 14 (0.68%) Shell Script
Qualifications
1 228 (11.14%) Degree
2 41 (2.00%) Master's Degree
3 40 (1.96%) Computer Science Degree
4 25 (1.22%) PhD
5 19 (0.93%) Security Cleared
6 16 (0.78%) Numerate Degree
7 9 (0.44%) Postgraduate
8 6 (0.29%) SC Cleared
9 5 (0.24%) Microsoft Certification
10 4 (0.20%) ISTQB
10 4 (0.20%) TOGAF Certification
11 3 (0.15%) CISSP
11 3 (0.15%) DV Cleared
11 3 (0.15%) ITIL Foundation Certificate
11 3 (0.15%) PMI Certification
12 2 (0.098%) CISM
12 2 (0.098%) CRISC
12 2 (0.098%) ISEB
13 1 (0.049%) AAT
13 1 (0.049%) DBS Check
Quality Assurance & Compliance
1 166 (8.11%) Data Quality
2 40 (1.96%) QA
3 24 (1.17%) GDPR
4 19 (0.93%) SLA
5 14 (0.68%) Actionable Recommendations
6 9 (0.44%) ISO/IEC 27001
7 7 (0.34%) PMO
8 6 (0.29%) EMIR
9 5 (0.24%) MiFID
10 2 (0.098%) GxP
10 2 (0.098%) PCI DSS
11 1 (0.049%) ITGC
11 1 (0.049%) NIST
11 1 (0.049%) NIST 800
11 1 (0.049%) Solvency II
System Software
1 40 (1.96%) Docker
2 7 (0.34%) HDFS
3 6 (0.29%) Apache Flume
4 5 (0.24%) Apache ZooKeeper
5 3 (0.15%) Active Directory
5 3 (0.15%) Hyper-V
6 1 (0.049%) Cronacle
Systems Management
1 19 (0.93%) Ansible
2 13 (0.64%) Kubernetes
2 13 (0.64%) Oozie
2 13 (0.64%) Puppet
3 11 (0.54%) Kibana
4 7 (0.34%) Terraform
5 6 (0.29%) Control-M
6 5 (0.24%) Ambari
6 5 (0.24%) Opscode Chef
7 4 (0.20%) ITRS Geneos
8 3 (0.15%) Microsoft Intune
8 3 (0.15%) Netcool
9 1 (0.049%) EMC NetWorker
9 1 (0.049%) EnCase
9 1 (0.049%) FTK
9 1 (0.049%) Hadoop YARN
9 1 (0.049%) HP Quality Center
9 1 (0.049%) Jamf Pro
9 1 (0.049%) Matomo
9 1 (0.049%) Single Sign-On
Vendors
1 382 (18.67%) Microsoft
2 234 (11.44%) Google
3 215 (10.51%) Oracle
4 159 (7.77%) SAP
5 103 (5.03%) Alteryx
6 99 (4.84%) Cognos
7 74 (3.62%) Talend
8 73 (3.57%) Informatica
9 68 (3.32%) Salesforce.com
10 63 (3.08%) MicroStrategy
11 41 (2.00%) Adobe
12 39 (1.91%) Teradata
13 33 (1.61%) IBM
14 31 (1.52%) Splunk
15 25 (1.22%) MuleSoft
16 22 (1.08%) HubSpot
17 20 (0.98%) Jitterbit
18 19 (0.93%) Birst
18 19 (0.93%) Databricks
19 17 (0.83%) Mapbox