Period
to 18 February 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 18 February 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
18 Feb 2019
Same period 2018 Same period 2017
Rank 227 253 317
Rank change year-on-year +26 +64 +63
Permanent jobs citing Tableau 2,314 2,296 1,764
As % of all permanent IT jobs advertised in the UK 1.54% 1.32% 1.01%
As % of the Vendors category 3.63% 2.98% 2.30%
Number of salaries quoted 1,755 1,793 1,475
UK median annual salary £50,000 £50,000 £50,000
10th Percentile £32,000 £31,250 £31,250
90th Percentile £83,750 £80,000 £76,250
UK excluding London median annual salary £45,000 £45,000 £45,000

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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 63,666 76,956 76,547
As % of all permanent IT jobs advertised in the UK 42.28% 44.17% 43.83%
Number of salaries quoted 49,033 60,834 61,544
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £27,521 £26,250 £26,250
90th Percentile £81,250 £76,250 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,500
% 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 18 February 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 18 February 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 +28 2,172 £50,000 - 331
London +22 1,240 £57,500 -4.17% 164
UK excluding London +44 1,035 £45,000 - 190
South East +59 309 £50,000 +11.11% 35
North of England +7 222 £42,500 - 60
Midlands +73 194 £45,000 +12.50% 29
West Midlands +38 112 £45,000 +7.14% 18
South West +7 110 £42,500 - 20
Yorkshire +35 104 £42,500 - 24
North West -1 102 £42,500 +6.25% 31
Scotland +47 91 £45,000 - 16
East of England -27 83 £48,750 -17.37% 25
East Midlands +65 82 £38,750 +19.23% 11
Wales +15 17 £40,000 +6.67% 1
North East +20 16 £37,500 -1.32% 5
Northern Ireland 0 14 - - 6
Channel Islands - 1 £37,500 -

For the 6 months to 18 February 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 1,583 (68.41%) SQL
2 1,501 (64.87%) Business Intelligence
3 1,214 (52.46%) Analytics
4 1,148 (49.61%) Visualisation
5 937 (40.49%) Power BI
6 793 (34.27%) SQL Server
7 770 (33.28%) Data Warehouse
8 738 (31.89%) Python
9 721 (31.16%) Data Visualisation
10 686 (29.65%) Finance
11 660 (28.52%) ETL
12 629 (27.18%) QlikView
13 627 (27.10%) Agile Software Development
14 624 (26.97%) SQL Server Reporting Services
15 580 (25.06%) Analytical Skills
16 575 (24.85%) SQL Server Integration Services
17 532 (22.99%) Microsoft
18 479 (20.70%) R
19 463 (20.01%) Degree
20 458 (19.79%) Data Modelling
21 452 (19.53%) Big Data
22 441 (19.06%) Microsoft Azure
23 421 (18.19%) Microsoft Excel
24 395 (17.07%) Data Analytics
25 381 (16.46%) Data Science
26 363 (15.69%) Hadoop
27 360 (15.56%) SQL Server Analysis Services
28 325 (14.04%) T-SQL
29 320 (13.83%) Data Analysis
30 311 (13.44%) Java

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
1 282 (12.19%) SAS
2 278 (12.01%) Apache Spark
3 101 (4.36%) Apache
4 69 (2.98%) SharePoint
5 46 (1.99%) Elasticsearch
6 33 (1.43%) Confluence
7 29 (1.25%) Apache Pig
8 20 (0.86%) Tomcat
9 13 (0.56%) Apache Geronimo
9 13 (0.56%) GlassFish
9 13 (0.56%) JBoss
9 13 (0.56%) WebSphere
10 10 (0.43%) CMS
10 10 (0.43%) SharePoint 2010
11 9 (0.39%) Oracle SOA Suite
12 8 (0.35%) Marvel
13 7 (0.30%) Drupal
13 7 (0.30%) Moodle
14 6 (0.26%) Oracle Workflow
15 5 (0.22%) Apache Solr
Applications
1 421 (18.19%) Microsoft Excel
2 79 (3.41%) SPSS
3 61 (2.64%) Microsoft Office
4 59 (2.55%) Microsoft PowerPoint
5 15 (0.65%) Adobe Creative Suite
6 14 (0.61%) MS Visio
6 14 (0.61%) Weka
7 8 (0.35%) InVision
7 8 (0.35%) Photoshop
7 8 (0.35%) Stata
8 6 (0.26%) Spreadsheet
9 4 (0.17%) Adobe After Effects
9 4 (0.17%) Adobe Illustrator
9 4 (0.17%) Flinto
9 4 (0.17%) Microsoft Project
10 3 (0.13%) InfoPath
11 2 (0.086%) Mingle
12 1 (0.043%) GNU Octave
Business Applications
1 18 (0.78%) SAP S/4HANA
2 16 (0.69%) Cognos Business Intelligence
2 16 (0.69%) Cognos TM1
2 16 (0.69%) Dynamics CRM
3 9 (0.39%) Magento
3 9 (0.39%) Oracle Payables
3 9 (0.39%) Oracle Receivables
4 7 (0.30%) Actimize
5 6 (0.26%) Dynamics AX
5 6 (0.26%) Oracle EBS
5 6 (0.26%) Oracle Retail
6 5 (0.22%) SAP BPC
6 5 (0.22%) SAP ERP
6 5 (0.22%) WebTrends
7 4 (0.17%) Scribe Insight
8 3 (0.13%) Elite 3E
8 3 (0.13%) FastStats
8 3 (0.13%) NetSuite
8 3 (0.13%) Raiser's Edge
9 2 (0.086%) SAP Business One
Cloud Services
1 441 (19.06%) Microsoft Azure
2 289 (12.49%) Amazon AWS
3 111 (4.80%) Google Cloud Platform
4 94 (4.06%) Google Analytics
5 78 (3.37%) Azure Data Factory
6 33 (1.43%) PaaS
6 33 (1.43%) SaaS
7 27 (1.17%) Office 365
8 25 (1.08%) Adobe Analytics
8 25 (1.08%) Cloud Computing
9 20 (0.86%) GitHub
10 19 (0.82%) Amazon S3
11 15 (0.65%) Azure Machine Learning
11 15 (0.65%) iPaaS
12 14 (0.61%) Data Lake Analytics
13 13 (0.56%) Amazon EC2
14 11 (0.48%) Google Tag Manager
15 10 (0.43%) Amazon EMR
15 10 (0.43%) Boomi
16 8 (0.35%) Serverless
Communications & Networking
1 7 (0.30%) FTP
2 6 (0.26%) Firewall
2 6 (0.26%) Internet
2 6 (0.26%) Intranet
3 4 (0.17%) HTTP
3 4 (0.17%) MPLS
3 4 (0.17%) Skype
3 4 (0.17%) VoIP
3 4 (0.17%) VPN
4 2 (0.086%) Kerberos
5 1 (0.043%) DHCP
5 1 (0.043%) DNS
5 1 (0.043%) SMS
5 1 (0.043%) Wi-Fi
Database & Business Intelligence
1 937 (40.49%) Power BI
2 793 (34.27%) SQL Server
3 770 (33.28%) Data Warehouse
4 629 (27.18%) QlikView
5 624 (26.97%) SQL Server Reporting Services
6 575 (24.85%) SQL Server Integration Services
7 452 (19.53%) Big Data
8 363 (15.69%) Hadoop
9 360 (15.56%) SQL Server Analysis Services
10 237 (10.24%) BusinessObjects
11 204 (8.82%) Apache Hive
12 147 (6.35%) NoSQL
13 137 (5.92%) Relational Database
14 133 (5.75%) Spotfire
15 127 (5.49%) Amazon Redshift
16 120 (5.19%) Data Mining
17 100 (4.32%) Data Lake
17 100 (4.32%) MySQL
18 90 (3.89%) SQL Server 2012
19 86 (3.72%) Looker
Development Applications
1 103 (4.45%) JIRA
2 74 (3.20%) Git (software)
3 51 (2.20%) Team Foundation Server
4 35 (1.51%) Jenkins
5 31 (1.34%) Visual Studio
6 25 (1.08%) ERwin
7 24 (1.04%) SQL Server Management Studio (SSMS)
8 19 (0.82%) Hudson
8 19 (0.82%) Maven
9 18 (0.78%) Eclipse
9 18 (0.78%) Toad
10 13 (0.56%) Ant
10 13 (0.56%) Gradle
11 10 (0.43%) Subversion
12 9 (0.39%) Oracle APEX
13 8 (0.35%) Rhino Mocks
13 8 (0.35%) Selenium
13 8 (0.35%) SoapUI
13 8 (0.35%) Visual Studio Team System
13 8 (0.35%) webpack
General
1 686 (29.65%) Finance
2 236 (10.20%) Retail
3 197 (8.51%) Marketing
4 146 (6.31%) Banking
5 135 (5.83%) Telecoms
6 48 (2.07%) Investment Banking
7 42 (1.82%) Manufacturing
8 32 (1.38%) Games
9 30 (1.30%) Law
10 27 (1.17%) Legal
11 26 (1.12%) Advertising
11 26 (1.12%) Electronics
12 20 (0.86%) Back Office
13 18 (0.78%) Publishing
14 16 (0.69%) Pharmaceutical
15 13 (0.56%) Digital Economy
16 12 (0.52%) Military
17 9 (0.39%) Retail Banking
18 8 (0.35%) General Ledger
19 7 (0.30%) Financial Institution
Job Titles
1 704 (30.42%) Analyst
2 559 (24.16%) Developer
3 322 (13.92%) Data Analyst
4 274 (11.84%) Business Intelligence Developer
5 222 (9.59%) Consultant
6 189 (8.17%) Business Intelligence Analyst
7 151 (6.53%) Data Scientist
8 143 (6.18%) Architect
9 140 (6.05%) SQL Developer
10 123 (5.32%) Data Engineer
10 123 (5.32%) Senior Analyst
11 110 (4.75%) Senior Developer
12 109 (4.71%) Data Architect
13 93 (4.02%) Data Consultant
14 90 (3.89%) Business Analyst
14 90 (3.89%) Data Manager
15 85 (3.67%) Business Intelligence Consultant
16 82 (3.54%) SQL Analyst
17 81 (3.50%) SQL BI Developer
18 76 (3.28%) Analytics Manager
Libraries, Frameworks & Software Standards
1 137 (5.92%) Kafka
2 131 (5.66%) .NET
3 123 (5.32%) HTML
4 96 (4.15%) Web Services
5 89 (3.85%) CSS
6 79 (3.41%) REST
7 72 (3.11%) D3.js
8 66 (2.85%) HTML5
9 57 (2.46%) JSON
9 57 (2.46%) MDX
10 56 (2.42%) Natural Language Processing
11 55 (2.38%) AngularJS
12 41 (1.77%) ggplot
13 38 (1.64%) jQuery
14 35 (1.51%) XML
15 33 (1.43%) SOAP
16 29 (1.25%) RESTful
17 27 (1.17%) ASP.NET
18 26 (1.12%) ASP.NET Web API
19 25 (1.08%) WPF
Miscellaneous
1 580 (25.06%) Analytical Skills
2 127 (5.49%) Data Structures
3 118 (5.10%) Algorithms
4 114 (4.93%) Management Information System
5 65 (2.81%) Fintech
6 54 (2.33%) Self-Motivation
7 49 (2.12%) Social Network
8 48 (2.07%) User Experience
9 33 (1.43%) Mobile App
10 32 (1.38%) Greenfield Project
10 32 (1.38%) Social Media
11 31 (1.34%) Reinsurance
12 21 (0.91%) Life Science
12 21 (0.91%) NHS
13 20 (0.86%) Virtual Team
14 18 (0.78%) PMI
15 17 (0.73%) Replication
15 17 (0.73%) Robotics
16 16 (0.69%) Analytical Mindset
17 15 (0.65%) Tandem
Operating Systems
1 95 (4.11%) Linux
2 44 (1.90%) Unix
3 34 (1.47%) Windows
4 23 (0.99%) Apple iOS
5 14 (0.61%) Android
6 7 (0.30%) CentOS
6 7 (0.30%) Red Hat Enterprise Linux
6 7 (0.30%) Ubuntu
7 4 (0.17%) Oracle Linux
8 2 (0.086%) FreeBSD
9 1 (0.043%) Windows 7
9 1 (0.043%) Windows Server
Processes & Methodologies
1 1,501 (64.87%) Business Intelligence
2 1,214 (52.46%) Analytics
3 1,148 (49.61%) Visualisation
4 721 (31.16%) Data Visualisation
5 660 (28.52%) ETL
6 627 (27.10%) Agile Software Development
7 458 (19.79%) Data Modelling
8 395 (17.07%) Data Analytics
9 381 (16.46%) Data Science
10 320 (13.83%) Data Analysis
11 303 (13.09%) Decision-Making
12 289 (12.49%) Problem-Solving
13 272 (11.75%) Machine Learning
14 240 (10.37%) Mathematics
15 208 (8.99%) Artificial Intelligence
16 202 (8.73%) Data Management
17 196 (8.47%) Computer Science
18 171 (7.39%) Stakeholder Management
19 169 (7.30%) Data Engineering
19 169 (7.30%) Scrum
Programming Languages
1 1,583 (68.41%) SQL
2 738 (31.89%) Python
3 479 (20.70%) R
4 325 (14.04%) T-SQL
5 311 (13.44%) Java
6 189 (8.17%) C#
7 157 (6.78%) JavaScript
8 126 (5.45%) VBA
9 113 (4.88%) Scala
10 86 (3.72%) PL/SQL
11 68 (2.94%) C++
12 55 (2.38%) Data Analysis Expressions (DAX)
13 38 (1.64%) PowerShell
14 29 (1.25%) MATLAB
15 26 (1.12%) PHP
16 25 (1.08%) C
17 24 (1.04%) Shell Script
17 24 (1.04%) VB
18 22 (0.95%) Delphi
19 19 (0.82%) VB.NET
Qualifications
1 463 (20.01%) Degree
2 59 (2.55%) Computer Science Degree
3 48 (2.07%) Security Cleared
4 28 (1.21%) Master's Degree
5 23 (0.99%) Numerate Degree
6 18 (0.78%) SC Cleared
7 17 (0.73%) PMI Certification
8 15 (0.65%) CIMA
9 14 (0.61%) ACCA
9 14 (0.61%) Postgraduate
10 10 (0.43%) PhD
11 8 (0.35%) DV Cleared
12 6 (0.26%) ITIL Foundation Certificate
12 6 (0.26%) MBA
13 5 (0.22%) MCP
13 5 (0.22%) Microsoft Certification
14 4 (0.17%) DBS Check
15 3 (0.13%) AWS Certification
15 3 (0.13%) ITIL Certification
15 3 (0.13%) TOGAF Certification
Quality Assurance & Compliance
1 277 (11.97%) Data Quality
2 81 (3.50%) QA
3 47 (2.03%) GDPR
4 20 (0.86%) SLA
5 13 (0.56%) Solvency II
6 8 (0.35%) Dodd-Frank
6 8 (0.35%) IFRS
7 5 (0.22%) GxP
7 5 (0.22%) ISO/IEC 27001
8 3 (0.13%) Actionable Recommendations
8 3 (0.13%) Cyber Essentials
8 3 (0.13%) PMBOK
8 3 (0.13%) PMO
9 2 (0.086%) FATCA
9 2 (0.086%) Sarbanes-Oxley
10 1 (0.043%) Basel III
10 1 (0.043%) EMIR
10 1 (0.043%) ISO 14001
10 1 (0.043%) ISO 9001
10 1 (0.043%) MiFID
System Software
1 32 (1.38%) HDFS
2 21 (0.91%) Docker
3 15 (0.65%) Active Directory
4 13 (0.56%) Apache ZooKeeper
5 9 (0.39%) Apache Flume
6 7 (0.30%) Oracle RAC
7 4 (0.17%) Hyper-V
7 4 (0.17%) Virtual Machines
7 4 (0.17%) VMware Infrastructure
8 2 (0.086%) KVM
8 2 (0.086%) NFS
Systems Management
1 49 (2.12%) Oozie
2 43 (1.86%) Hadoop YARN
3 30 (1.30%) Ansible
4 28 (1.21%) Terraform
5 18 (0.78%) Ambari
6 13 (0.56%) Control-M
7 8 (0.35%) Automic
8 7 (0.30%) Kibana
8 7 (0.30%) Kubernetes
8 7 (0.30%) Opscode Chef
8 7 (0.30%) Oracle ZFS
8 7 (0.30%) Puppet
9 4 (0.17%) Rundeck
10 3 (0.13%) EMC NetWorker
10 3 (0.13%) Grafana
11 2 (0.086%) Consul
11 2 (0.086%) HAProxy
11 2 (0.086%) Nagios
11 2 (0.086%) Salt
12 1 (0.043%) Matomo
Vendors
1 532 (22.99%) Microsoft
2 299 (12.92%) Oracle
3 239 (10.33%) SAP
4 197 (8.51%) Google
5 186 (8.04%) Alteryx
6 152 (6.57%) Cognos
7 105 (4.54%) Informatica
8 74 (3.20%) Talend
9 62 (2.68%) Salesforce.com
10 55 (2.38%) IBM
11 53 (2.29%) Teradata
12 52 (2.25%) Adobe
13 50 (2.16%) Cloudera
14 49 (2.12%) MicroStrategy
15 25 (1.08%) Hortonworks
15 25 (1.08%) TIBCO
16 24 (1.04%) Splunk
16 24 (1.04%) Vertica
17 23 (0.99%) Greenplum
18 21 (0.91%) ServiceNow