Period
to 15 October 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 15 October 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
15 Oct 2018
Same period 2017 Same period 2016
Rank 251 269 350
Rank change year-on-year +18 +81 +57
Permanent jobs citing Tableau 2,243 2,319 1,762
As % of all permanent IT jobs advertised in the UK 1.36% 1.33% 0.93%
As % of the Vendors category 3.18% 3.01% 2.10%
Number of salaries quoted 1,612 1,791 1,436
UK median annual salary £50,000 £50,000 £50,500
Median salary % change year-on-year - -0.99% +1.00%
10th Percentile £32,500 £31,250 £32,500
90th Percentile £77,500 £78,750 £78,750
UK excluding London median annual salary £45,000 £42,500 £45,000
% 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 70,487 77,165 83,717
As % of all permanent IT jobs advertised in the UK 42.83% 44.39% 43.96%
Number of salaries quoted 54,645 59,744 67,667
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £80,000 £75,000 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 15 October 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 15 October 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 +11 2,119 £50,000 - 366
London -12 1,228 £55,000 - 199
UK excluding London +26 961 £45,000 +5.88% 182
South East +46 263 £50,000 +5.26% 39
North of England +40 260 £45,000 +5.88% 49
Midlands +10 168 £42,500 +6.25% 42
North West -8 136 £47,000 +13.25% 25
Yorkshire +72 109 £45,000 +5.88% 17
South West +26 106 £43,000 +7.50% 16
West Midlands +6 103 £42,500 +6.25% 25
East of England -21 74 £42,500 +0.59% 21
East Midlands +1 65 £42,500 +6.25% 16
Scotland -15 62 £48,250 +7.22% 9
Wales +24 28 £42,500 - 3
North East -11 15 £36,750 -18.78% 7
Northern Ireland +5 2 £52,500 +14.13% 3

For the 6 months to 15 October 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 1,539 (68.61%) Business Intelligence
2 1,501 (66.92%) SQL
3 1,071 (47.75%) Analytics
4 1,043 (46.50%) Visualisation
5 915 (40.79%) Power BI
6 815 (36.34%) SQL Server
7 732 (32.63%) Finance
8 697 (31.07%) Data Warehouse
9 656 (29.25%) ETL
10 653 (29.11%) Data Visualisation
11 644 (28.71%) SQL Server Reporting Services
12 603 (26.88%) Analytical Skills
13 602 (26.84%) Python
14 581 (25.90%) Agile Software Development
15 577 (25.72%) QlikView
16 575 (25.64%) SQL Server Integration Services
17 570 (25.41%) Microsoft
18 487 (21.71%) Degree
19 428 (19.08%) Big Data
20 394 (17.57%) Data Modelling
21 392 (17.48%) Data Science
22 385 (17.16%) SQL Server Analysis Services
23 384 (17.12%) R
24 378 (16.85%) Microsoft Excel
25 377 (16.81%) T-SQL
26 371 (16.54%) Microsoft Azure
27 354 (15.78%) Hadoop
28 332 (14.80%) Data Analytics
29 309 (13.78%) Problem-Solving
30 305 (13.60%) 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
1 239 (10.66%) SAS
2 231 (10.30%) Apache Spark
3 61 (2.72%) SharePoint
4 60 (2.67%) Apache
5 53 (2.36%) Elasticsearch
6 23 (1.03%) Apache Pig
7 19 (0.85%) Confluence
8 15 (0.67%) CMS
8 15 (0.67%) Marvel
9 12 (0.53%) IIS
9 12 (0.53%) WordPress
10 6 (0.27%) Oracle SOA Suite
10 6 (0.27%) Oracle Workflow
10 6 (0.27%) SharePoint 2013
11 5 (0.22%) Apache Airflow
11 5 (0.22%) Cloud Foundry
11 5 (0.22%) JBoss
11 5 (0.22%) Tomcat
12 4 (0.18%) SharePoint Server
12 4 (0.18%) WebSphere
Applications
1 378 (16.85%) Microsoft Excel
2 82 (3.66%) SPSS
3 52 (2.32%) Microsoft Office
4 31 (1.38%) Microsoft PowerPoint
5 19 (0.85%) Adobe Creative Suite
6 18 (0.80%) MS Visio
7 17 (0.76%) Spreadsheet
8 15 (0.67%) InVision
9 10 (0.45%) Microsoft Project
10 7 (0.31%) Stata
11 5 (0.22%) Adobe Illustrator
11 5 (0.22%) Photoshop
12 4 (0.18%) Adobe After Effects
12 4 (0.18%) Flinto
13 3 (0.13%) CPLEX
13 3 (0.13%) Weka
14 2 (0.089%) Simulink
15 1 (0.045%) Chatbot
15 1 (0.045%) InDesign
15 1 (0.045%) SPSS Modeler
Business Applications
1 45 (2.01%) Cognos Business Intelligence
2 33 (1.47%) Cognos TM1
3 22 (0.98%) SAP S/4HANA
4 20 (0.89%) Dynamics CRM
5 13 (0.58%) SAP Oil and Gas
6 11 (0.49%) Actimize
7 10 (0.45%) Dynamics NAV
8 8 (0.36%) Oracle Payables
8 8 (0.36%) Oracle Receivables
9 6 (0.27%) NetSuite
9 6 (0.27%) Oracle EBS
9 6 (0.27%) Oracle Retail
10 5 (0.22%) Cognos Planning
10 5 (0.22%) HFM
10 5 (0.22%) MetaTrader
10 5 (0.22%) SAP BPC
10 5 (0.22%) SAP GRC
11 4 (0.18%) Dynamics AX
11 4 (0.18%) Salesforce.com CRM
11 4 (0.18%) SAP ERP
Cloud Services
1 371 (16.54%) Microsoft Azure
2 274 (12.22%) Amazon AWS
3 98 (4.37%) Google Analytics
4 85 (3.79%) Azure Data Factory
5 60 (2.67%) Google Cloud Platform
6 48 (2.14%) Adobe Analytics
7 38 (1.69%) SaaS
8 36 (1.60%) Serverless
9 29 (1.29%) Amazon S3
10 28 (1.25%) Office 365
11 27 (1.20%) PaaS
12 26 (1.16%) Amazon EC2
13 23 (1.03%) IaaS
14 21 (0.94%) Amazon EMR
14 21 (0.94%) Cortana Intelligence Suite
15 20 (0.89%) Cloud Computing
16 17 (0.76%) Amazon Kinesis
16 17 (0.76%) GitHub
17 15 (0.67%) AWS Lambda
18 11 (0.49%) Azure Machine Learning
Communications & Networking
1 8 (0.36%) Firewall
2 6 (0.27%) Internet
3 5 (0.22%) DNS
4 4 (0.18%) SMS
5 3 (0.13%) HTTP
5 3 (0.13%) MPLS
5 3 (0.13%) Skype
5 3 (0.13%) SSH
5 3 (0.13%) VoIP
5 3 (0.13%) VPN
6 2 (0.089%) FTP
6 2 (0.089%) Intranet
6 2 (0.089%) SSL
7 1 (0.045%) IPsec
7 1 (0.045%) LTE
7 1 (0.045%) NAS
7 1 (0.045%) SAN
7 1 (0.045%) TCP/IP
Database & Business Intelligence
1 915 (40.79%) Power BI
2 815 (36.34%) SQL Server
3 697 (31.07%) Data Warehouse
4 644 (28.71%) SQL Server Reporting Services
5 577 (25.72%) QlikView
6 575 (25.64%) SQL Server Integration Services
7 428 (19.08%) Big Data
8 385 (17.16%) SQL Server Analysis Services
9 354 (15.78%) Hadoop
10 301 (13.42%) BusinessObjects
11 160 (7.13%) Apache Hive
12 148 (6.60%) Relational Database
13 143 (6.38%) Spotfire
14 131 (5.84%) MySQL
15 130 (5.80%) NoSQL
16 122 (5.44%) Amazon Redshift
17 105 (4.68%) Data Lake
18 97 (4.32%) Data Mining
19 93 (4.15%) Qlik Sense
20 86 (3.83%) Microsoft Analysis Services
Development Applications
1 104 (4.64%) Git (software)
2 85 (3.79%) JIRA
3 78 (3.48%) Team Foundation Server
4 39 (1.74%) Visual Studio
5 37 (1.65%) SQL Server Management Studio (SSMS)
6 22 (0.98%) ERwin
6 22 (0.98%) Jenkins
7 16 (0.71%) Maven
8 12 (0.53%) Visual Studio Team System
9 10 (0.45%) Subversion
10 9 (0.40%) Ant
10 9 (0.40%) Eclipse
10 9 (0.40%) Gradle
10 9 (0.40%) Oracle APEX
10 9 (0.40%) RStudio
10 9 (0.40%) Toad
11 8 (0.36%) Oracle Forms
12 7 (0.31%) SonarQube
12 7 (0.31%) tSQLt
12 7 (0.31%) webpack
General
1 732 (32.63%) Finance
2 226 (10.08%) Marketing
3 217 (9.67%) Retail
4 132 (5.88%) Banking
5 82 (3.66%) Telecoms
6 50 (2.23%) Manufacturing
7 47 (2.10%) Games
8 45 (2.01%) Advertising
9 42 (1.87%) Investment Banking
10 29 (1.29%) Front Office
11 27 (1.20%) Law
12 19 (0.85%) Legal
13 18 (0.80%) Financial Institution
13 18 (0.80%) Publishing
14 17 (0.76%) Back Office
14 17 (0.76%) Electronics
15 15 (0.67%) Pharmaceutical
16 11 (0.49%) Automotive
17 9 (0.40%) General Ledger
17 9 (0.40%) Retail Banking
Job Titles
1 640 (28.53%) Developer
2 639 (28.49%) Analyst
3 310 (13.82%) Business Intelligence Developer
4 286 (12.75%) Consultant
5 229 (10.21%) Business Intelligence Analyst
6 228 (10.16%) Data Analyst
7 172 (7.67%) SQL Developer
8 164 (7.31%) Data Scientist
9 116 (5.17%) Business Intelligence Consultant
10 114 (5.08%) Data Consultant
11 104 (4.64%) Data Engineer
12 94 (4.19%) Architect
13 89 (3.97%) Senior Developer
14 80 (3.57%) Senior Analyst
14 80 (3.57%) SQL BI Developer
15 79 (3.52%) Analytics Consultant
16 77 (3.43%) Business Developer
17 71 (3.17%) SQL Analyst
18 63 (2.81%) SQL Server Developer
19 60 (2.67%) Data Analytics Consultant
Libraries, Frameworks & Software Standards
1 153 (6.82%) .NET
2 136 (6.06%) HTML
3 92 (4.10%) Web Services
4 90 (4.01%) CSS
5 76 (3.39%) Natural Language Processing
6 74 (3.30%) Kafka
7 65 (2.90%) XML
8 64 (2.85%) HTML5
9 61 (2.72%) D3.js
10 56 (2.50%) AngularJS
11 49 (2.18%) JSON
12 47 (2.10%) Pandas
13 38 (1.69%) WCF
14 37 (1.65%) jQuery
14 37 (1.65%) SailPoint
15 36 (1.60%) REST
15 36 (1.60%) scikit-learn
16 34 (1.52%) TensorFlow
17 32 (1.43%) MLlib
18 31 (1.38%) React
Miscellaneous
1 603 (26.88%) Analytical Skills
2 193 (8.60%) Computer Science
3 129 (5.75%) Algorithms
4 109 (4.86%) Management Information System
5 91 (4.06%) Data Structures
6 68 (3.03%) User Experience
7 60 (2.67%) Fintech
8 52 (2.32%) Self-Motivation
9 44 (1.96%) Life Science
10 38 (1.69%) Tandem
11 37 (1.65%) Reinsurance
11 37 (1.65%) Robotics
12 30 (1.34%) Greenfield Project
13 29 (1.29%) Virtual Team
14 26 (1.16%) Equities
15 24 (1.07%) Social Network
16 23 (1.03%) Social Media
17 22 (0.98%) Analytical Mindset
17 22 (0.98%) NHS
18 17 (0.76%) Mobile App
Operating Systems
1 57 (2.54%) Linux
2 56 (2.50%) Unix
3 34 (1.52%) Windows
4 12 (0.53%) Apple iOS
5 5 (0.22%) Windows Server 2008
5 5 (0.22%) Windows Server 2012
6 3 (0.13%) Red Hat Enterprise Linux
7 2 (0.089%) Android
8 1 (0.045%) AIX
8 1 (0.045%) CentOS
8 1 (0.045%) Windows 7
8 1 (0.045%) Windows 8
8 1 (0.045%) Windows Server
Processes & Methodologies
1 1,539 (68.61%) Business Intelligence
2 1,071 (47.75%) Analytics
3 1,043 (46.50%) Visualisation
4 656 (29.25%) ETL
5 653 (29.11%) Data Visualisation
6 581 (25.90%) Agile Software Development
7 394 (17.57%) Data Modelling
8 392 (17.48%) Data Science
9 332 (14.80%) Data Analytics
10 309 (13.78%) Problem-Solving
11 305 (13.60%) Data Analysis
12 280 (12.48%) Machine Learning
13 279 (12.44%) Decision-Making
14 225 (10.03%) Mathematics
15 202 (9.01%) Data Management
16 196 (8.74%) Scrum
17 173 (7.71%) Stakeholder Management
18 162 (7.22%) Statistics
19 153 (6.82%) Dashboard Development
20 121 (5.39%) Project Management
Programming Languages
1 1,501 (66.92%) SQL
2 602 (26.84%) Python
3 384 (17.12%) R
4 377 (16.81%) T-SQL
5 258 (11.50%) Java
6 244 (10.88%) C#
7 204 (9.09%) JavaScript
8 147 (6.55%) VBA
9 80 (3.57%) Scala
10 64 (2.85%) PowerShell
11 60 (2.67%) PL/SQL
12 40 (1.78%) C++
13 39 (1.74%) VB
14 37 (1.65%) BeanShell
15 36 (1.60%) Data Analysis Expressions (DAX)
16 35 (1.56%) MATLAB
17 34 (1.52%) C
17 34 (1.52%) VB.NET
18 33 (1.47%) Shell Script
19 31 (1.38%) U-SQL
Qualifications
1 487 (21.71%) Degree
2 76 (3.39%) Computer Science Degree
3 42 (1.87%) Security Cleared
4 32 (1.43%) Master's Degree
5 30 (1.34%) Numerate Degree
6 17 (0.76%) SC Cleared
7 15 (0.67%) Microsoft Certification
7 15 (0.67%) PhD
8 13 (0.58%) AWS Certification
9 11 (0.49%) ACCA
10 10 (0.45%) CIMA
11 9 (0.40%) PMI Certification
12 7 (0.31%) DV Cleared
12 7 (0.31%) ITIL Certification
12 7 (0.31%) Oracle Certification
13 5 (0.22%) CISA
13 5 (0.22%) ISEB
14 4 (0.18%) AAT
14 4 (0.18%) MCSA
14 4 (0.18%) Postgraduate
Quality Assurance & Compliance
1 175 (7.80%) Data Quality
2 62 (2.76%) QA
3 28 (1.25%) GDPR
4 17 (0.76%) Actionable Recommendations
5 11 (0.49%) SLA
5 11 (0.49%) Solvency II
6 8 (0.36%) IFRS
6 8 (0.36%) ISO/IEC 27001
7 7 (0.31%) Dodd-Frank
7 7 (0.31%) PMO
8 6 (0.27%) Sarbanes-Oxley
9 4 (0.18%) GxP
9 4 (0.18%) ISO/IEC 20000
9 4 (0.18%) PMBOK
10 3 (0.13%) COBIT
10 3 (0.13%) PCI DSS
11 2 (0.089%) Cyber Essentials
11 2 (0.089%) IFRS 9
11 2 (0.089%) ISO 9001
12 1 (0.045%) MiFID
System Software
1 43 (1.92%) HDFS
2 26 (1.16%) Docker
3 20 (0.89%) Virtual Machines
4 14 (0.62%) Active Directory
5 10 (0.45%) Apache Flume
6 5 (0.22%) Apache ZooKeeper
7 4 (0.18%) VMware Infrastructure
8 3 (0.13%) Hyper-V
9 1 (0.045%) Oracle RAC
Systems Management
1 23 (1.03%) Hadoop YARN
2 11 (0.49%) Systems Management Server (SMS)
3 9 (0.40%) Ansible
3 9 (0.40%) Oozie
4 7 (0.31%) Ambari
5 6 (0.27%) Kubernetes
6 5 (0.22%) Opscode Chef
6 5 (0.22%) Puppet
6 5 (0.22%) Terraform
7 4 (0.18%) Kibana
8 3 (0.13%) EnCase
8 3 (0.13%) FTK
8 3 (0.13%) Grafana
8 3 (0.13%) Rundeck
9 2 (0.089%) Consul
10 1 (0.045%) Automic
10 1 (0.045%) BladeLogic
10 1 (0.045%) CloudHub
10 1 (0.045%) Control-M
10 1 (0.045%) HP ALM
Vendors
1 570 (25.41%) Microsoft
2 280 (12.48%) Oracle
3 223 (9.94%) Cognos
4 203 (9.05%) SAP
5 195 (8.69%) Alteryx
6 182 (8.11%) Google
7 124 (5.53%) MicroStrategy
8 123 (5.48%) Informatica
9 106 (4.73%) Talend
10 77 (3.43%) Adobe
11 72 (3.21%) Salesforce.com
12 70 (3.12%) IBM
13 53 (2.36%) Cloudera
14 46 (2.05%) Teradata
15 42 (1.87%) ServiceNow
16 27 (1.20%) Hortonworks
16 27 (1.20%) TIBCO
17 24 (1.07%) HP
18 21 (0.94%) Vertica
19 20 (0.89%) Splunk