Period
to 18 August 2018

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 18 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
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 267 269 355
Rank change year-on-year +2 +86 +68
Permanent jobs citing Tableau 2,172 2,346 1,797
As % of all permanent IT jobs advertised in the UK 1.28% 1.32% 0.91%
As % of the Vendors category 2.90% 2.97% 2.04%
Number of salaries quoted 1,575 1,861 1,465
UK median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% -
10th Percentile £32,500 £31,250 £33,100
90th Percentile £77,500 £80,000 £77,500
UK excluding London median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% -7.86%

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 74,846 79,008 88,100
As % of all permanent IT jobs advertised in the UK 43.97% 44.57% 44.58%
Number of salaries quoted 57,998 61,645 71,689
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £78,750 £75,000 £75,000
UK excluding London median annual salary £44,000 £42,500 £41,500
% change year-on-year +3.53% +2.41% +3.75%

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 18 August 2018.

Salary histogram for Tableau in the UK

Tableau
Top 16 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 18 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
England +5 2,062 £50,000 - 251
London -10 1,224 £55,000 -4.35% 146
UK excluding London +16 904 £45,000 +12.50% 114
North of England +53 264 £45,000 +12.50% 41
South East -20 193 £50,000 +5.26% 23
Midlands -15 157 £45,000 +12.50% 25
North West +11 134 £43,250 +8.13% 24
Yorkshire +84 119 £45,000 +28.57% 13
East of England +5 113 £42,500 +14.86% 7
South West +34 98 £43,750 +9.38% 8
West Midlands +3 90 £45,000 +12.50% 14
East Midlands -7 67 £42,500 +6.25% 11
Scotland -20 52 £45,000 - 6
Wales +13 23 £40,000 -5.88% 2
North East -21 11 £42,625 -10.73% 4
Northern Ireland 0 5 £37,500 -34.21% 2

For the 6 months to 18 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 with a requirement for Tableau.

1 1,466 (67.50%) Business Intelligence
2 1,465 (67.45%) SQL
3 1,044 (48.07%) Analytics
4 926 (42.63%) Visualisation
5 840 (38.67%) Power BI
6 782 (36.00%) SQL Server
7 682 (31.40%) Finance
8 643 (29.60%) Data Warehouse
9 616 (28.36%) ETL
9 616 (28.36%) SQL Server Reporting Services
10 595 (27.39%) Microsoft
11 592 (27.26%) SQL Server Integration Services
12 590 (27.16%) Analytical Skills
13 565 (26.01%) Data Visualisation
14 543 (25.00%) QlikView
15 522 (24.03%) Agile Software Development
16 520 (23.94%) Python
17 444 (20.44%) Big Data
18 438 (20.17%) Degree
19 435 (20.03%) SQL Server Analysis Services
20 374 (17.22%) T-SQL
21 373 (17.17%) Microsoft Excel
22 360 (16.57%) Data Science
23 357 (16.44%) Hadoop
24 355 (16.34%) Data Modelling
25 330 (15.19%) Data Analytics
26 324 (14.92%) R
27 312 (14.36%) Microsoft Azure
28 306 (14.09%) Problem-Solving
29 294 (13.54%) 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
1 202 (9.30%) Apache Spark
2 186 (8.56%) SAS
3 51 (2.35%) Elasticsearch
4 50 (2.30%) SharePoint
5 45 (2.07%) Apache
6 30 (1.38%) Apache Pig
7 18 (0.83%) IIS
8 11 (0.51%) Confluence
8 11 (0.51%) SharePoint 2013
9 10 (0.46%) CMS
10 9 (0.41%) WordPress
11 7 (0.32%) Marvel
12 5 (0.23%) Cloud Foundry
12 5 (0.23%) JBoss
13 4 (0.18%) Oracle SOA Suite
13 4 (0.18%) SharePoint Server
13 4 (0.18%) Tomcat
14 3 (0.14%) Apache Airflow
14 3 (0.14%) Jupyter
14 3 (0.14%) WebSphere
Applications
1 373 (17.17%) Microsoft Excel
2 79 (3.64%) SPSS
3 67 (3.08%) Microsoft Office
4 29 (1.34%) Spreadsheet
5 24 (1.10%) Microsoft PowerPoint
6 23 (1.06%) MS Visio
7 12 (0.55%) Adobe Creative Suite
8 10 (0.46%) Microsoft Project
9 7 (0.32%) InVision
10 4 (0.18%) CPLEX
11 3 (0.14%) Stata
11 3 (0.14%) Weka
12 2 (0.092%) Simulink
13 1 (0.046%) Adobe Illustrator
13 1 (0.046%) Chatbot
13 1 (0.046%) InDesign
13 1 (0.046%) Photoshop
13 1 (0.046%) S-PLUS
13 1 (0.046%) SPSS Modeler
Business Applications
1 45 (2.07%) Cognos Business Intelligence
2 29 (1.34%) Cognos TM1
3 20 (0.92%) Dynamics CRM
4 15 (0.69%) SAP S/4HANA
5 14 (0.64%) SAP Oil and Gas
6 11 (0.51%) Actimize
7 10 (0.46%) Dynamics NAV
7 10 (0.46%) Relativity
8 9 (0.41%) Ringtail
8 9 (0.41%) Veritas eDiscovery
9 8 (0.37%) MetaTrader
9 8 (0.37%) NetSuite
10 7 (0.32%) Salesforce.com CRM
11 6 (0.28%) HFM
11 6 (0.28%) SAP BPC
11 6 (0.28%) SAP ERP
12 5 (0.23%) SAP GRC
13 4 (0.18%) Cognos Planning
13 4 (0.18%) FastStats
13 4 (0.18%) Markit EDM
Cloud Services
1 312 (14.36%) Microsoft Azure
2 252 (11.60%) Amazon AWS
3 96 (4.42%) Azure Data Factory
4 88 (4.05%) Google Analytics
5 70 (3.22%) Adobe Analytics
5 70 (3.22%) Serverless
6 55 (2.53%) IaaS
7 51 (2.35%) Cortana Intelligence Suite
8 44 (2.03%) Google Cloud Platform
9 41 (1.89%) SaaS
10 33 (1.52%) Amazon S3
11 27 (1.24%) PaaS
12 26 (1.20%) Amazon EC2
12 26 (1.20%) Amazon EMR
13 24 (1.10%) Amazon Kinesis
14 20 (0.92%) Cloud Computing
15 19 (0.87%) AWS Lambda
16 17 (0.78%) Office 365
17 15 (0.69%) GitHub
18 13 (0.60%) Azure Machine Learning
Communications & Networking
1 11 (0.51%) Firewall
2 10 (0.46%) DNS
3 7 (0.32%) SMS
4 5 (0.23%) Kerberos
5 4 (0.18%) Internet
6 3 (0.14%) SSH
6 3 (0.14%) SSL
7 1 (0.046%) GoToMeeting
7 1 (0.046%) IPsec
7 1 (0.046%) LTE
7 1 (0.046%) NAS
7 1 (0.046%) SAN
7 1 (0.046%) TCP/IP
7 1 (0.046%) VPN
7 1 (0.046%) WebEx
Database & Business Intelligence
1 840 (38.67%) Power BI
2 782 (36.00%) SQL Server
3 643 (29.60%) Data Warehouse
4 616 (28.36%) SQL Server Reporting Services
5 592 (27.26%) SQL Server Integration Services
6 543 (25.00%) QlikView
7 444 (20.44%) Big Data
8 435 (20.03%) SQL Server Analysis Services
9 357 (16.44%) Hadoop
10 245 (11.28%) BusinessObjects
11 171 (7.87%) Relational Database
12 148 (6.81%) Data Lake
13 136 (6.26%) Apache Hive
14 132 (6.08%) Spotfire
15 126 (5.80%) NoSQL
16 113 (5.20%) Amazon Redshift
17 106 (4.88%) MySQL
18 90 (4.14%) Azure SQL Database
19 83 (3.82%) SQL Server 2012
20 79 (3.64%) Data Mining
Development Applications
1 116 (5.34%) Git (software)
2 85 (3.91%) Team Foundation Server
3 79 (3.64%) Visual Studio
4 64 (2.95%) JIRA
5 33 (1.52%) SQL Server Management Studio (SSMS)
6 16 (0.74%) RStudio
7 15 (0.69%) ERwin
7 15 (0.69%) Jenkins
8 14 (0.64%) Maven
9 13 (0.60%) Visual Studio Team System
10 10 (0.46%) Ant
10 10 (0.46%) Gradle
11 9 (0.41%) JUnit
12 8 (0.37%) GitLab
13 7 (0.32%) tSQLt
14 6 (0.28%) SonarQube
14 6 (0.28%) Subversion
15 5 (0.23%) webpack
16 4 (0.18%) Oracle Forms
16 4 (0.18%) Selenium
General
1 682 (31.40%) Finance
2 246 (11.33%) Marketing
3 192 (8.84%) Retail
4 117 (5.39%) Banking
5 57 (2.62%) Advertising
6 47 (2.16%) Games
6 47 (2.16%) Investment Banking
7 44 (2.03%) Front Office
8 42 (1.93%) Manufacturing
9 38 (1.75%) Telecoms
10 24 (1.10%) Law
11 22 (1.01%) Legal
12 18 (0.83%) Financial Institution
13 15 (0.69%) Electronics
14 13 (0.60%) Automotive
15 11 (0.51%) Back Office
15 11 (0.51%) General Ledger
15 11 (0.51%) Publishing
16 10 (0.46%) Pharmaceutical
17 5 (0.23%) Military
Job Titles
1 637 (29.33%) Analyst
2 636 (29.28%) Developer
3 324 (14.92%) Business Intelligence Developer
4 286 (13.17%) Consultant
5 217 (9.99%) Business Intelligence Analyst
6 213 (9.81%) Data Analyst
7 157 (7.23%) SQL Developer
8 123 (5.66%) Business Intelligence Consultant
9 118 (5.43%) Data Scientist
10 111 (5.11%) Data Engineer
11 99 (4.56%) Data Consultant
12 94 (4.33%) Senior Developer
13 85 (3.91%) Senior Analyst
14 82 (3.78%) Business Developer
15 76 (3.50%) Analytics Manager
16 73 (3.36%) Analytics Consultant
17 72 (3.31%) Architect
18 66 (3.04%) SQL Analyst
19 62 (2.85%) Data Manager
19 62 (2.85%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 147 (6.77%) .NET
2 113 (5.20%) HTML
3 72 (3.31%) Web Services
4 69 (3.18%) XML
5 65 (2.99%) CSS
6 54 (2.49%) Natural Language Processing
7 52 (2.39%) Pandas
8 50 (2.30%) AngularJS
9 48 (2.21%) D3.js
10 43 (1.98%) WCF
11 42 (1.93%) scikit-learn
12 41 (1.89%) MDX
13 39 (1.80%) Kafka
14 38 (1.75%) TensorFlow
15 37 (1.70%) HTML5
16 36 (1.66%) MLlib
16 36 (1.66%) SailPoint
17 33 (1.52%) JSON
17 33 (1.52%) NumPy
18 29 (1.34%) REST
Miscellaneous
1 590 (27.16%) Analytical Skills
2 194 (8.93%) Computer Science
3 98 (4.51%) Management Information System
4 90 (4.14%) User Experience
5 86 (3.96%) Algorithms
5 86 (3.96%) Data Structures
6 64 (2.95%) Fintech
7 62 (2.85%) Self-Motivation
8 39 (1.80%) Life Science
9 38 (1.75%) Equities
10 33 (1.52%) Tandem
11 32 (1.47%) Robotics
12 29 (1.34%) Virtual Team
13 25 (1.15%) Greenfield Project
13 25 (1.15%) Reinsurance
14 23 (1.06%) Analytical Mindset
15 17 (0.78%) Derivative
15 17 (0.78%) NHS
16 16 (0.74%) Cyberthreat
16 16 (0.74%) FMCG
Operating Systems
1 53 (2.44%) Linux
2 40 (1.84%) Unix
3 31 (1.43%) Windows
4 12 (0.55%) Windows Server 2008
5 11 (0.51%) Apple iOS
5 11 (0.51%) Windows Server 2012
6 4 (0.18%) Red Hat Enterprise Linux
7 3 (0.14%) Android
7 3 (0.14%) Windows Server
8 1 (0.046%) AIX
8 1 (0.046%) CentOS
8 1 (0.046%) Debian
8 1 (0.046%) Ubuntu
8 1 (0.046%) Windows 7
8 1 (0.046%) Windows 8
Processes & Methodologies
1 1,466 (67.50%) Business Intelligence
2 1,044 (48.07%) Analytics
3 926 (42.63%) Visualisation
4 616 (28.36%) ETL
5 565 (26.01%) Data Visualisation
6 522 (24.03%) Agile Software Development
7 360 (16.57%) Data Science
8 355 (16.34%) Data Modelling
9 330 (15.19%) Data Analytics
10 306 (14.09%) Problem-Solving
11 294 (13.54%) Data Analysis
12 275 (12.66%) Machine Learning
13 234 (10.77%) Decision-Making
14 192 (8.84%) Mathematics
15 185 (8.52%) Scrum
16 170 (7.83%) Stakeholder Management
17 162 (7.46%) Data Management
18 150 (6.91%) Dashboard Development
19 143 (6.58%) Statistics
20 118 (5.43%) Project Management
Programming Languages
1 1,465 (67.45%) SQL
2 520 (23.94%) Python
3 374 (17.22%) T-SQL
4 324 (14.92%) R
5 278 (12.80%) C#
6 238 (10.96%) Java
7 176 (8.10%) JavaScript
8 170 (7.83%) VBA
9 87 (4.01%) Scala
10 72 (3.31%) PowerShell
11 52 (2.39%) MATLAB
12 51 (2.35%) U-SQL
13 49 (2.26%) PL/SQL
14 48 (2.21%) Data Analysis Expressions (DAX)
15 44 (2.03%) VB
16 32 (1.47%) BeanShell
17 30 (1.38%) Shell Script
18 28 (1.29%) C++
18 28 (1.29%) VB.NET
19 23 (1.06%) C
Qualifications
1 438 (20.17%) Degree
2 74 (3.41%) Computer Science Degree
3 42 (1.93%) Numerate Degree
4 30 (1.38%) PhD
5 24 (1.10%) Security Cleared
6 22 (1.01%) Master's Degree
7 17 (0.78%) SC Cleared
8 16 (0.74%) Microsoft Certification
9 14 (0.64%) ACCA
10 13 (0.60%) CIMA
11 11 (0.51%) AWS Certification
12 9 (0.41%) ITIL Certification
13 7 (0.32%) Oracle Certification
13 7 (0.32%) PMI Certification
14 6 (0.28%) ISEB
15 5 (0.23%) CISA
16 3 (0.14%) ISTQB
16 3 (0.14%) MCP
16 3 (0.14%) MCSA
17 2 (0.092%) IIBA
Quality Assurance & Compliance
1 159 (7.32%) Data Quality
2 52 (2.39%) QA
3 34 (1.57%) GDPR
4 15 (0.69%) Actionable Recommendations
5 10 (0.46%) SLA
6 8 (0.37%) ISO/IEC 27001
7 7 (0.32%) Solvency II
8 6 (0.28%) Sarbanes-Oxley
9 5 (0.23%) GCP
9 5 (0.23%) IFRS
10 4 (0.18%) Dodd-Frank
10 4 (0.18%) ISO/IEC 20000
10 4 (0.18%) PMO
11 3 (0.14%) COBIT
11 3 (0.14%) EFQM
11 3 (0.14%) PCI DSS
12 2 (0.092%) EMIR
12 2 (0.092%) ISO 9001
12 2 (0.092%) MiFID
13 1 (0.046%) PMBOK
System Software
1 56 (2.58%) HDFS
2 49 (2.26%) Virtual Machines
3 31 (1.43%) Docker
4 19 (0.87%) Active Directory
5 9 (0.41%) Apache Flume
5 9 (0.41%) Apache ZooKeeper
Systems Management
1 16 (0.74%) Ambari
1 16 (0.74%) Systems Management Server (SMS)
2 10 (0.46%) EnCase
2 10 (0.46%) FTK
3 8 (0.37%) Oozie
4 5 (0.23%) Ansible
5 4 (0.18%) Hadoop YARN
5 4 (0.18%) Oracle Identity Manager
6 3 (0.14%) Control-M
6 3 (0.14%) Kibana
7 2 (0.092%) CloudHub
7 2 (0.092%) ITRS Geneos
7 2 (0.092%) Opscode Chef
7 2 (0.092%) Puppet
7 2 (0.092%) Salt
8 1 (0.046%) BladeLogic
8 1 (0.046%) Grafana
8 1 (0.046%) HP ALM
8 1 (0.046%) logstash
8 1 (0.046%) Single Sign-On
Vendors
1 595 (27.39%) Microsoft
2 265 (12.20%) Oracle
3 198 (9.12%) Cognos
4 197 (9.07%) Alteryx
5 157 (7.23%) Google
6 150 (6.91%) MicroStrategy
7 144 (6.63%) SAP
8 111 (5.11%) Informatica
9 103 (4.74%) Talend
10 84 (3.87%) Salesforce.com
11 82 (3.78%) Adobe
12 67 (3.08%) IBM
13 49 (2.26%) Cloudera
14 48 (2.21%) Teradata
15 34 (1.57%) ServiceNow
16 25 (1.15%) Netezza
17 20 (0.92%) Ab Initio
17 20 (0.92%) Capita
17 20 (0.92%) TIBCO
18 18 (0.83%) Vertica