Period
to 23 June 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 23 June 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
23 Jun 2018
Same period 2017 Same period 2016
Rank 264 274 353
Rank change year-on-year +10 +79 +97
Permanent jobs citing Tableau 2,222 2,146 1,853
As % of all permanent IT jobs advertised in the UK 1.28% 1.24% 0.92%
As % of the Vendors category 2.89% 2.80% 2.04%
Number of salaries quoted 1,641 1,772 1,507
UK median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £31,250 £32,500
90th Percentile £81,250 £80,000 £77,500
UK excluding London median annual salary £45,000 £40,000 £45,000
% 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 76,798 76,658 90,875
As % of all permanent IT jobs advertised in the UK 44.18% 44.31% 45.23%
Number of salaries quoted 60,092 61,232 74,083
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £42,000 £41,500
% change year-on-year +1.19% +1.20% +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 23 June 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 23 June 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 +14 2,121 £50,000 - 270
London -3 1,260 £57,500 +2.22% 123
UK excluding London +14 910 £45,000 +12.50% 159
North of England +50 244 £40,000 - 51
South East -5 192 £47,500 - 37
East of England +50 151 £58,250 +42.07% 11
Midlands -44 149 £43,750 +9.38% 27
North West -6 120 £40,000 - 27
Yorkshire +86 115 £45,000 +12.50% 20
South West +37 111 £42,500 +6.25% 21
West Midlands -12 95 £47,500 +18.75% 18
East Midlands -26 54 £42,500 +6.25% 9
Scotland -51 44 £44,750 -0.56% 9
Wales +18 16 £38,000 -10.59% 3
North East -16 10 £38,000 -30.91% 4
Northern Ireland +8 5 £37,500 -34.21%

For the 6 months to 23 June 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 1,493 (67.19%) Business Intelligence
2 1,472 (66.25%) SQL
3 1,074 (48.33%) Analytics
4 916 (41.22%) Visualisation
5 843 (37.94%) Power BI
6 780 (35.10%) SQL Server
7 674 (30.33%) Finance
8 632 (28.44%) Data Warehouse
9 614 (27.63%) Microsoft
10 598 (26.91%) ETL
11 592 (26.64%) Analytical Skills
12 577 (25.97%) SQL Server Reporting Services
13 570 (25.65%) SQL Server Integration Services
14 555 (24.98%) Data Visualisation
15 549 (24.71%) QlikView
16 542 (24.39%) Agile Software Development
17 541 (24.35%) Big Data
18 506 (22.77%) Python
19 468 (21.06%) Degree
20 431 (19.40%) SQL Server Analysis Services
21 409 (18.41%) Hadoop
22 402 (18.09%) Microsoft Excel
23 388 (17.46%) Data Analytics
24 365 (16.43%) T-SQL
25 362 (16.29%) Data Modelling
26 361 (16.25%) Data Science
27 344 (15.48%) Microsoft Azure
28 335 (15.08%) Data Analysis
29 333 (14.99%) R
30 319 (14.36%) Problem-Solving

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
1 253 (11.39%) Apache Spark
2 180 (8.10%) SAS
3 60 (2.70%) Apache Pig
4 53 (2.39%) Apache
5 42 (1.89%) Elasticsearch
6 40 (1.80%) SharePoint
7 16 (0.72%) IIS
8 10 (0.45%) SharePoint 2013
8 10 (0.45%) Tomcat
9 8 (0.36%) JBoss
10 7 (0.32%) WordPress
11 5 (0.23%) Apache Airflow
11 5 (0.23%) Apache Solr
11 5 (0.23%) Confluence
11 5 (0.23%) Oracle SOA Suite
11 5 (0.23%) SharePoint Server
12 4 (0.18%) Apache Geronimo
12 4 (0.18%) CMS
12 4 (0.18%) R Markdown
12 4 (0.18%) WebLogic
Applications
1 402 (18.09%) Microsoft Excel
2 75 (3.38%) SPSS
3 71 (3.20%) Microsoft Office
4 37 (1.67%) Spreadsheet
5 28 (1.26%) MS Visio
6 24 (1.08%) Microsoft PowerPoint
7 12 (0.54%) Weka
8 9 (0.41%) Microsoft Project
9 5 (0.23%) Stata
10 3 (0.14%) CPLEX
10 3 (0.14%) InfoPath
10 3 (0.14%) Photoshop
11 2 (0.090%) Adobe Creative Suite
11 2 (0.090%) InVision
12 1 (0.045%) Adobe Illustrator
12 1 (0.045%) Chatbot
12 1 (0.045%) InDesign
12 1 (0.045%) Simulink
12 1 (0.045%) S-PLUS
12 1 (0.045%) SPSS Modeler
Business Applications
1 41 (1.85%) Cognos Business Intelligence
2 23 (1.04%) Cognos TM1
3 22 (0.99%) Dynamics CRM
4 15 (0.68%) Relativity
5 14 (0.63%) MetaTrader
6 11 (0.50%) SAP Oil and Gas
7 10 (0.45%) Dynamics NAV
7 10 (0.45%) NetSuite
8 9 (0.41%) Ringtail
8 9 (0.41%) SAP S/4HANA
8 9 (0.41%) Veritas eDiscovery
9 8 (0.36%) Actimize
9 8 (0.36%) SAP BPC
9 8 (0.36%) SAP HCM
9 8 (0.36%) SAP HR
10 7 (0.32%) Salesforce.com CRM
10 7 (0.32%) WebTrends
11 6 (0.27%) HFM
11 6 (0.27%) SAP ERP
11 6 (0.27%) SAP InfiniteInsight
Cloud Services
1 344 (15.48%) Microsoft Azure
2 250 (11.25%) Amazon AWS
3 117 (5.27%) Azure Data Factory
4 96 (4.32%) Google Analytics
4 96 (4.32%) Serverless
5 88 (3.96%) Cortana Intelligence Suite
6 78 (3.51%) Adobe Analytics
7 76 (3.42%) IaaS
8 48 (2.16%) Google Cloud Platform
9 35 (1.58%) Amazon Kinesis
10 34 (1.53%) SaaS
11 30 (1.35%) Amazon EMR
12 28 (1.26%) Amazon S3
12 28 (1.26%) AWS Lambda
13 26 (1.17%) GitHub
14 22 (0.99%) Cloud Computing
15 21 (0.95%) Amazon EC2
15 21 (0.95%) Azure Machine Learning
16 20 (0.90%) PaaS
17 15 (0.68%) Salesforce Service Cloud
Communications & Networking
1 14 (0.63%) SMS
2 11 (0.50%) Firewall
3 10 (0.45%) DNS
4 8 (0.36%) Kerberos
5 7 (0.32%) Internet
6 5 (0.23%) SAN
6 5 (0.23%) VoIP
7 4 (0.18%) Network Security
7 4 (0.18%) TCP/IP
8 3 (0.14%) LTE
9 2 (0.090%) GPRS
9 2 (0.090%) GSM
9 2 (0.090%) Radio Access Network
9 2 (0.090%) UMTS
9 2 (0.090%) VPN
9 2 (0.090%) Wireless
10 1 (0.045%) GoToMeeting
10 1 (0.045%) SSL
10 1 (0.045%) WebEx
Database & Business Intelligence
1 843 (37.94%) Power BI
2 780 (35.10%) SQL Server
3 632 (28.44%) Data Warehouse
4 577 (25.97%) SQL Server Reporting Services
5 570 (25.65%) SQL Server Integration Services
6 549 (24.71%) QlikView
7 541 (24.35%) Big Data
8 431 (19.40%) SQL Server Analysis Services
9 409 (18.41%) Hadoop
10 201 (9.05%) Data Lake
11 198 (8.91%) BusinessObjects
12 185 (8.33%) Relational Database
13 175 (7.88%) Apache Hive
14 133 (5.99%) Spotfire
15 129 (5.81%) NoSQL
16 117 (5.27%) Azure SQL Database
17 107 (4.82%) Amazon Redshift
18 96 (4.32%) Data Mining
19 93 (4.19%) HBase
20 79 (3.56%) SQL Server 2012
Development Applications
1 144 (6.48%) Git (software)
2 112 (5.04%) Visual Studio
3 92 (4.14%) Team Foundation Server
4 58 (2.61%) JIRA
5 31 (1.40%) RStudio
6 30 (1.35%) SQL Server Management Studio (SSMS)
7 16 (0.72%) Jenkins
7 16 (0.72%) Maven
8 15 (0.68%) Ant
9 13 (0.59%) ERwin
10 11 (0.50%) Gradle
10 11 (0.50%) JUnit
11 9 (0.41%) GitLab
11 9 (0.41%) Visual Studio Team System
12 6 (0.27%) TeamCity
13 5 (0.23%) Selenium
13 5 (0.23%) tSQLt
14 4 (0.18%) Sonatype Nexus
15 3 (0.14%) CA Release Automation
15 3 (0.14%) Cucumber
General
1 674 (30.33%) Finance
2 224 (10.08%) Marketing
3 189 (8.51%) Retail
4 121 (5.45%) Banking
5 72 (3.24%) Advertising
6 65 (2.93%) Games
7 48 (2.16%) Front Office
8 47 (2.12%) Investment Banking
9 45 (2.03%) Telecoms
10 33 (1.49%) Manufacturing
11 24 (1.08%) Financial Institution
11 24 (1.08%) Legal
12 20 (0.90%) Automotive
13 18 (0.81%) Electronics
14 17 (0.77%) Law
15 15 (0.68%) Publishing
16 11 (0.50%) General Ledger
17 9 (0.41%) Back Office
18 5 (0.23%) Retail Banking
19 4 (0.18%) Private Banking
Job Titles
1 613 (27.59%) Analyst
1 613 (27.59%) Developer
2 323 (14.54%) Business Intelligence Developer
3 276 (12.42%) Consultant
4 211 (9.50%) Business Intelligence Analyst
5 194 (8.73%) Data Analyst
6 137 (6.17%) SQL Developer
7 127 (5.72%) Business Intelligence Consultant
8 123 (5.54%) Data Engineer
9 105 (4.73%) Data Scientist
10 99 (4.46%) Architect
11 87 (3.92%) Analytics Manager
11 87 (3.92%) Senior Analyst
12 86 (3.87%) Business Developer
13 85 (3.83%) Data Consultant
14 79 (3.56%) Senior Developer
15 75 (3.38%) Data Architect
16 73 (3.29%) Power BI Consultant
17 72 (3.24%) Microsoft BI Consultant
18 68 (3.06%) SQL Analyst
Libraries, Frameworks & Software Standards
1 131 (5.90%) .NET
2 88 (3.96%) HTML
3 86 (3.87%) Web Services
4 77 (3.47%) XML
5 68 (3.06%) Kafka
6 61 (2.75%) D3.js
7 56 (2.52%) Pandas
8 54 (2.43%) MDX
9 46 (2.07%) AngularJS
9 46 (2.07%) WCF
10 45 (2.03%) JSON
11 42 (1.89%) Natural Language Processing
12 41 (1.85%) CSS
13 40 (1.80%) scikit-learn
14 39 (1.76%) MLlib
15 37 (1.67%) NumPy
16 33 (1.49%) REST
17 31 (1.40%) TensorFlow
18 26 (1.17%) HTML5
19 25 (1.13%) SciPy
Miscellaneous
1 592 (26.64%) Analytical Skills
2 196 (8.82%) Computer Science
3 114 (5.13%) Management Information System
4 92 (4.14%) Data Structures
4 92 (4.14%) User Experience
5 82 (3.69%) Self-Motivation
6 81 (3.65%) Algorithms
7 69 (3.11%) Fintech
8 41 (1.85%) Equities
9 40 (1.80%) Greenfield Project
10 35 (1.58%) Life Science
11 24 (1.08%) Analytical Mindset
11 24 (1.08%) Clustering
12 23 (1.04%) Reinsurance
13 19 (0.86%) Enterprise Software
13 19 (0.86%) Foreign Exchange (FX)
13 19 (0.86%) Tandem
13 19 (0.86%) Virtual Team
14 17 (0.77%) Derivative
14 17 (0.77%) Robotics
Operating Systems
1 86 (3.87%) Linux
2 39 (1.76%) Unix
3 25 (1.13%) Windows
4 12 (0.54%) Windows Server 2008
5 11 (0.50%) Windows Server 2012
6 7 (0.32%) Red Hat Enterprise Linux
6 7 (0.32%) Windows Server
7 5 (0.23%) Windows 7
7 5 (0.23%) Windows 8
8 3 (0.14%) Android
9 2 (0.090%) Apple iOS
10 1 (0.045%) CentOS
10 1 (0.045%) Debian
10 1 (0.045%) Ubuntu
Processes & Methodologies
1 1,493 (67.19%) Business Intelligence
2 1,074 (48.33%) Analytics
3 916 (41.22%) Visualisation
4 598 (26.91%) ETL
5 555 (24.98%) Data Visualisation
6 542 (24.39%) Agile Software Development
7 388 (17.46%) Data Analytics
8 362 (16.29%) Data Modelling
9 361 (16.25%) Data Science
10 335 (15.08%) Data Analysis
11 319 (14.36%) Problem-Solving
12 290 (13.05%) Machine Learning
13 228 (10.26%) Mathematics
14 204 (9.18%) Decision-Making
15 199 (8.96%) Scrum
16 187 (8.42%) Data Management
17 169 (7.61%) Stakeholder Management
18 138 (6.21%) Statistics
19 133 (5.99%) Project Management
20 129 (5.81%) Data Governance
Programming Languages
1 1,472 (66.25%) SQL
2 506 (22.77%) Python
3 365 (16.43%) T-SQL
4 333 (14.99%) R
5 274 (12.33%) C#
6 240 (10.80%) Java
7 179 (8.06%) VBA
8 128 (5.76%) JavaScript
9 93 (4.19%) Scala
10 72 (3.24%) U-SQL
11 68 (3.06%) MATLAB
12 65 (2.93%) PowerShell
13 53 (2.39%) Data Analysis Expressions (DAX)
14 46 (2.07%) PL/SQL
15 40 (1.80%) VB
16 37 (1.67%) Shell Script
17 27 (1.22%) Perl
18 26 (1.17%) C++
19 24 (1.08%) VB.NET
20 19 (0.86%) C
Qualifications
1 468 (21.06%) Degree
2 77 (3.47%) Computer Science Degree
3 46 (2.07%) Numerate Degree
4 39 (1.76%) PhD
5 37 (1.67%) Master's Degree
6 21 (0.95%) Security Cleared
7 15 (0.68%) Microsoft Certification
7 15 (0.68%) SC Cleared
8 12 (0.54%) ISEB
9 10 (0.45%) ACCA
9 10 (0.45%) CIMA
9 10 (0.45%) PRINCE2 Certification
10 9 (0.41%) AWS Certification
11 7 (0.32%) ISTQB
11 7 (0.32%) Oracle Certification
12 5 (0.23%) CISSP
12 5 (0.23%) DBS Check
12 5 (0.23%) MCP
12 5 (0.23%) MCSE
13 4 (0.18%) PMI Certification
Quality Assurance & Compliance
1 188 (8.46%) Data Quality
2 57 (2.57%) QA
3 37 (1.67%) GDPR
4 15 (0.68%) SLA
5 12 (0.54%) ISO/IEC 27001
6 10 (0.45%) Solvency II
7 9 (0.41%) Actionable Recommendations
8 6 (0.27%) MiFID
9 5 (0.23%) EMIR
9 5 (0.23%) GCP
9 5 (0.23%) HIPAA
9 5 (0.23%) Sarbanes-Oxley
10 3 (0.14%) EFQM
10 3 (0.14%) ISO/IEC 20000
10 3 (0.14%) PMO
11 2 (0.090%) Dodd-Frank
11 2 (0.090%) FATCA
11 2 (0.090%) ISO 9001
11 2 (0.090%) PCI DSS
12 1 (0.045%) CRD IV
System Software
1 77 (3.47%) HDFS
2 73 (3.29%) Virtual Machines
3 46 (2.07%) Docker
4 30 (1.35%) Apache Flume
5 26 (1.17%) Active Directory
6 12 (0.54%) Apache ZooKeeper
Systems Management
1 18 (0.81%) Ambari
2 16 (0.72%) Systems Management Server (SMS)
3 14 (0.63%) Oozie
4 10 (0.45%) EnCase
4 10 (0.45%) FTK
5 8 (0.36%) Ansible
5 8 (0.36%) Hadoop YARN
6 7 (0.32%) Oracle Identity Manager
7 6 (0.27%) Kibana
8 4 (0.18%) CloudHub
8 4 (0.18%) Control-M
9 2 (0.090%) ITRS Geneos
9 2 (0.090%) Kubernetes
9 2 (0.090%) Opscode Chef
9 2 (0.090%) Puppet
9 2 (0.090%) Salt
10 1 (0.045%) logstash
10 1 (0.045%) Single Sign-On
Vendors
1 614 (27.63%) Microsoft
2 273 (12.29%) Oracle
3 229 (10.31%) Alteryx
4 187 (8.42%) Google
5 171 (7.70%) Cognos
6 157 (7.07%) MicroStrategy
7 127 (5.72%) SAP
8 115 (5.18%) Talend
9 107 (4.82%) Informatica
10 89 (4.01%) Salesforce.com
11 85 (3.83%) Adobe
12 81 (3.65%) IBM
13 65 (2.93%) Teradata
14 63 (2.84%) Cloudera
15 35 (1.58%) Netezza
16 29 (1.31%) Capita
17 28 (1.26%) TIBCO
18 26 (1.17%) Hortonworks
19 24 (1.08%) Ab Initio
20 21 (0.95%) Nuix