Period
to 15 November 2018

The table below provides summary statistics for permanent job vacancies advertised in England 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 November 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 > England
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 247 266 348
Rank change year-on-year +19 +82 +54
Permanent jobs citing Tableau 2,120 2,262 1,679
As % of all permanent IT jobs advertised in England 1.40% 1.34% 0.93%
As % of the Vendors category 3.28% 3.02% 2.13%
Number of salaries quoted 1,531 1,751 1,431
England median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +5.00%
10th Percentile £32,500 £31,250 £32,500
90th Percentile £80,250 £78,750 £78,750
UK median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% +5.00%

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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 64,727 74,835 78,883
As % of all permanent IT jobs advertised in England 42.67% 44.21% 43.74%
Number of salaries quoted 50,711 58,336 64,359
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £80,000 £75,000 £75,000
UK median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

Tableau
Job Vacancy Trend in England

Job postings citing Tableau as a percentage of all IT jobs advertised in England.

Job vacancy trend for Tableau in England

Tableau
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Tableau in England.

Salary trend for Tableau in England

Tableau
Salary Histogram in England

The salary distribution of IT jobs citing Tableau in England over the 6 months to 15 November 2018.

Salary histogram for Tableau in England

Tableau
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Tableau within the England region over the 6 months to 15 November 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
London -2 1,195 £55,000 - 178
South East +89 316 £50,000 +5.26% 46
North of England +16 253 £42,500 - 37
Midlands +21 181 £42,500 +6.25% 42
North West +17 134 £45,000 +5.88% 17
West Midlands +21 107 £42,500 +6.25% 32
Yorkshire +40 106 £42,500 - 18
South West +2 92 £43,000 +1.18% 24
East Midlands +21 74 £42,000 +8.39% 10
East of England -30 66 £40,000 -8.05% 21
North East -10 13 £36,750 -18.33% 2
Tableau
UK

For the 6 months to 15 November 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 across the England region with a requirement for Tableau.

1 1,426 (67.26%) Business Intelligence
2 1,421 (67.03%) SQL
3 1,013 (47.78%) Analytics
4 999 (47.12%) Visualisation
5 861 (40.61%) Power BI
6 759 (35.80%) SQL Server
7 679 (32.03%) Data Warehouse
8 668 (31.51%) Finance
9 635 (29.95%) Data Visualisation
10 630 (29.72%) ETL
10 630 (29.72%) Python
11 577 (27.22%) SQL Server Reporting Services
12 566 (26.70%) Agile Software Development
13 534 (25.19%) SQL Server Integration Services
14 530 (25.00%) Analytical Skills
15 525 (24.76%) QlikView
16 509 (24.01%) Microsoft
17 459 (21.65%) Degree
18 401 (18.92%) Big Data
19 399 (18.82%) Data Modelling
20 396 (18.68%) R
21 383 (18.07%) Data Science
22 361 (17.03%) Microsoft Azure
23 356 (16.79%) Hadoop
24 354 (16.70%) SQL Server Analysis Services
25 352 (16.60%) T-SQL
26 349 (16.46%) Microsoft Excel
27 319 (15.05%) Data Analytics
28 293 (13.82%) Problem-Solving
29 289 (13.63%) BusinessObjects

Tableau
Co-occurring IT Skills in England 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
1 256 (12.08%) SAS
2 230 (10.85%) Apache Spark
3 68 (3.21%) Apache
4 61 (2.88%) SharePoint
5 50 (2.36%) Elasticsearch
6 24 (1.13%) Confluence
7 18 (0.85%) Apache Pig
8 15 (0.71%) CMS
9 14 (0.66%) Marvel
10 13 (0.61%) Tomcat
11 10 (0.47%) WordPress
12 8 (0.38%) JBoss
12 8 (0.38%) Oracle Workflow
13 7 (0.33%) WebSphere
14 6 (0.28%) Apache Geronimo
14 6 (0.28%) GlassFish
14 6 (0.28%) IIS
15 5 (0.24%) Apache Airflow
15 5 (0.24%) SharePoint 2010
15 5 (0.24%) SharePoint 2013
Applications
1 349 (16.46%) Microsoft Excel
2 79 (3.73%) SPSS
3 56 (2.64%) Microsoft Office
4 39 (1.84%) Microsoft PowerPoint
5 19 (0.90%) Adobe Creative Suite
6 15 (0.71%) MS Visio
7 14 (0.66%) InVision
8 9 (0.42%) Photoshop
9 7 (0.33%) Microsoft Project
9 7 (0.33%) Spreadsheet
9 7 (0.33%) Stata
10 6 (0.28%) Weka
11 5 (0.24%) Adobe Illustrator
12 4 (0.19%) Adobe After Effects
12 4 (0.19%) Flinto
13 1 (0.047%) Chatbot
13 1 (0.047%) CPLEX
13 1 (0.047%) InDesign
13 1 (0.047%) Simulink
Business Applications
1 31 (1.46%) Cognos Business Intelligence
2 26 (1.23%) Cognos TM1
3 22 (1.04%) SAP S/4HANA
4 18 (0.85%) Dynamics CRM
5 11 (0.52%) Actimize
6 8 (0.38%) Dynamics NAV
6 8 (0.38%) Oracle Payables
6 8 (0.38%) Oracle Receivables
7 6 (0.28%) Oracle EBS
7 6 (0.28%) Oracle Retail
8 5 (0.24%) Cognos Planning
8 5 (0.24%) Dynamics AX
8 5 (0.24%) NetSuite
8 5 (0.24%) SAP Oil and Gas
9 4 (0.19%) HFM
9 4 (0.19%) Raiser's Edge
9 4 (0.19%) Salesforce.com CRM
9 4 (0.19%) SAP MDM
9 4 (0.19%) Scribe Insight
10 3 (0.14%) Elite 3E
Cloud Services
1 361 (17.03%) Microsoft Azure
2 253 (11.93%) Amazon AWS
3 86 (4.06%) Google Analytics
4 78 (3.68%) Azure Data Factory
5 68 (3.21%) Google Cloud Platform
6 39 (1.84%) Adobe Analytics
7 30 (1.42%) SaaS
8 29 (1.37%) Amazon S3
9 27 (1.27%) Office 365
9 27 (1.27%) PaaS
10 26 (1.23%) Amazon EC2
11 19 (0.90%) Amazon EMR
11 19 (0.90%) Cloud Computing
12 17 (0.80%) Serverless
13 14 (0.66%) Data Lake Analytics
14 13 (0.61%) AWS Lambda
14 13 (0.61%) Azure Machine Learning
15 12 (0.57%) Amazon Kinesis
15 12 (0.57%) GitHub
15 12 (0.57%) Google Tag Manager
Communications & Networking
1 5 (0.24%) Internet
2 4 (0.19%) Firewall
2 4 (0.19%) HTTP
2 4 (0.19%) MPLS
2 4 (0.19%) Skype
2 4 (0.19%) VoIP
2 4 (0.19%) VPN
3 3 (0.14%) Intranet
3 3 (0.14%) SSH
4 2 (0.094%) FTP
4 2 (0.094%) SMS
4 2 (0.094%) SSL
5 1 (0.047%) IPsec
5 1 (0.047%) NAS
Database & Business Intelligence
1 861 (40.61%) Power BI
2 759 (35.80%) SQL Server
3 679 (32.03%) Data Warehouse
4 577 (27.22%) SQL Server Reporting Services
5 534 (25.19%) SQL Server Integration Services
6 525 (24.76%) QlikView
7 401 (18.92%) Big Data
8 356 (16.79%) Hadoop
9 354 (16.70%) SQL Server Analysis Services
10 289 (13.63%) BusinessObjects
11 166 (7.83%) Apache Hive
12 145 (6.84%) NoSQL
13 138 (6.51%) Spotfire
14 130 (6.13%) Relational Database
15 121 (5.71%) Amazon Redshift
16 120 (5.66%) MySQL
17 99 (4.67%) Data Lake
18 89 (4.20%) Data Mining
18 89 (4.20%) Microsoft Analysis Services
19 78 (3.68%) OLAP
Development Applications
1 91 (4.29%) Git (software)
2 88 (4.15%) JIRA
3 67 (3.16%) Team Foundation Server
4 37 (1.75%) SQL Server Management Studio (SSMS)
5 28 (1.32%) Jenkins
6 25 (1.18%) ERwin
7 23 (1.08%) Visual Studio
8 16 (0.75%) Maven
9 13 (0.61%) Eclipse
9 13 (0.61%) Visual Studio Team System
10 11 (0.52%) Subversion
11 9 (0.42%) Ant
11 9 (0.42%) Gradle
11 9 (0.42%) Oracle APEX
11 9 (0.42%) Toad
12 7 (0.33%) SonarQube
12 7 (0.33%) webpack
13 6 (0.28%) Hudson
13 6 (0.28%) RStudio
13 6 (0.28%) tSQLt
General
1 668 (31.51%) Finance
2 226 (10.66%) Retail
3 189 (8.92%) Marketing
4 127 (5.99%) Banking
5 110 (5.19%) Telecoms
6 46 (2.17%) Manufacturing
7 42 (1.98%) Advertising
8 40 (1.89%) Games
9 36 (1.70%) Investment Banking
10 23 (1.08%) Front Office
10 23 (1.08%) Law
11 20 (0.94%) Publishing
12 19 (0.90%) Electronics
13 17 (0.80%) Pharmaceutical
14 15 (0.71%) Back Office
15 14 (0.66%) Legal
16 13 (0.61%) Financial Institution
17 10 (0.47%) Retail Banking
18 9 (0.42%) General Ledger
19 8 (0.38%) Automotive
Job Titles
1 601 (28.35%) Developer
2 582 (27.45%) Analyst
3 282 (13.30%) Business Intelligence Developer
4 248 (11.70%) Consultant
5 241 (11.37%) Data Analyst
6 199 (9.39%) Business Intelligence Analyst
7 170 (8.02%) SQL Developer
8 167 (7.88%) Data Scientist
9 116 (5.47%) Data Consultant
10 106 (5.00%) Architect
10 106 (5.00%) Data Engineer
11 89 (4.20%) Business Intelligence Consultant
12 88 (4.15%) Senior Developer
13 85 (4.01%) SQL BI Developer
14 83 (3.92%) Senior Analyst
15 73 (3.44%) SQL Analyst
16 72 (3.40%) Analytics Consultant
17 67 (3.16%) Business Developer
17 67 (3.16%) Data Architect
18 63 (2.97%) Business Analyst
Libraries, Frameworks & Software Standards
1 156 (7.36%) .NET
2 127 (5.99%) HTML
3 98 (4.62%) Kafka
4 85 (4.01%) Web Services
5 84 (3.96%) CSS
6 80 (3.77%) Natural Language Processing
7 66 (3.11%) D3.js
8 64 (3.02%) HTML5
9 57 (2.69%) XML
10 55 (2.59%) AngularJS
11 50 (2.36%) JSON
12 43 (2.03%) REST
13 40 (1.89%) jQuery
14 36 (1.70%) MDX
15 34 (1.60%) React
15 34 (1.60%) SailPoint
16 33 (1.56%) ggplot
16 33 (1.56%) WCF
17 32 (1.51%) Pandas
18 31 (1.46%) scikit-learn
Miscellaneous
1 530 (25.00%) Analytical Skills
2 176 (8.30%) Computer Science
3 128 (6.04%) Algorithms
4 109 (5.14%) Management Information System
5 86 (4.06%) Data Structures
6 60 (2.83%) User Experience
7 56 (2.64%) Fintech
8 45 (2.12%) Self-Motivation
9 36 (1.70%) Reinsurance
10 35 (1.65%) Social Network
11 34 (1.60%) Robotics
11 34 (1.60%) Tandem
12 32 (1.51%) Life Science
13 29 (1.37%) Virtual Team
14 24 (1.13%) Mobile App
14 24 (1.13%) NHS
14 24 (1.13%) Social Media
15 23 (1.08%) Equities
15 23 (1.08%) Greenfield Project
16 20 (0.94%) Analytical Mindset
Operating Systems
1 64 (3.02%) Linux
2 55 (2.59%) Unix
3 31 (1.46%) Windows
4 17 (0.80%) Apple iOS
5 10 (0.47%) Android
6 1 (0.047%) AIX
6 1 (0.047%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,426 (67.26%) Business Intelligence
2 1,013 (47.78%) Analytics
3 999 (47.12%) Visualisation
4 635 (29.95%) Data Visualisation
5 630 (29.72%) ETL
6 566 (26.70%) Agile Software Development
7 399 (18.82%) Data Modelling
8 383 (18.07%) Data Science
9 319 (15.05%) Data Analytics
10 293 (13.82%) Problem-Solving
11 286 (13.49%) Data Analysis
11 286 (13.49%) Decision-Making
12 266 (12.55%) Machine Learning
13 220 (10.38%) Mathematics
14 195 (9.20%) Scrum
15 185 (8.73%) Data Management
16 167 (7.88%) Stakeholder Management
17 147 (6.93%) Statistics
18 141 (6.65%) Artificial Intelligence
19 140 (6.60%) Data Engineering
Programming Languages
1 1,421 (67.03%) SQL
2 630 (29.72%) Python
3 396 (18.68%) R
4 352 (16.60%) T-SQL
5 269 (12.69%) Java
6 220 (10.38%) C#
7 193 (9.10%) JavaScript
8 118 (5.57%) VBA
9 71 (3.35%) Scala
10 68 (3.21%) PL/SQL
11 59 (2.78%) PowerShell
12 50 (2.36%) C++
13 37 (1.75%) Data Analysis Expressions (DAX)
14 34 (1.60%) BeanShell
14 34 (1.60%) VB.NET
15 32 (1.51%) VB
16 30 (1.42%) Shell Script
17 26 (1.23%) PHP
18 25 (1.18%) Delphi
19 24 (1.13%) C
Qualifications
1 459 (21.65%) Degree
2 62 (2.92%) Computer Science Degree
3 38 (1.79%) Security Cleared
4 32 (1.51%) Master's Degree
5 29 (1.37%) Numerate Degree
6 14 (0.66%) SC Cleared
7 12 (0.57%) PhD
8 10 (0.47%) AWS Certification
9 9 (0.42%) Microsoft Certification
10 8 (0.38%) ACCA
10 8 (0.38%) PMI Certification
11 7 (0.33%) CIMA
11 7 (0.33%) DV Cleared
11 7 (0.33%) ITIL Certification
12 5 (0.24%) ITIL Foundation Certificate
12 5 (0.24%) Postgraduate
13 4 (0.19%) AAT
13 4 (0.19%) DBS Check
13 4 (0.19%) ISEB
14 3 (0.14%) Oracle Certification
Quality Assurance & Compliance
1 184 (8.68%) Data Quality
2 70 (3.30%) QA
3 32 (1.51%) GDPR
4 13 (0.61%) Actionable Recommendations
4 13 (0.61%) SLA
4 13 (0.61%) Solvency II
5 9 (0.42%) Dodd-Frank
5 9 (0.42%) IFRS
6 7 (0.33%) ISO/IEC 27001
6 7 (0.33%) Sarbanes-Oxley
7 6 (0.28%) PMO
8 4 (0.19%) GxP
8 4 (0.19%) PMBOK
9 3 (0.14%) COBIT
9 3 (0.14%) Cyber Essentials
9 3 (0.14%) ISO 9001
9 3 (0.14%) ISO/IEC 20000
9 3 (0.14%) PCI DSS
10 2 (0.094%) FATCA
10 2 (0.094%) IFRS 9
System Software
1 37 (1.75%) HDFS
2 19 (0.90%) Docker
3 9 (0.42%) Active Directory
3 9 (0.42%) Apache Flume
4 7 (0.33%) Oracle RAC
5 5 (0.24%) Apache ZooKeeper
5 5 (0.24%) Virtual Machines
6 4 (0.19%) Hyper-V
6 4 (0.19%) VMware Infrastructure
Systems Management
1 33 (1.56%) Hadoop YARN
2 17 (0.80%) Oozie
3 12 (0.57%) Ansible
4 10 (0.47%) Terraform
5 8 (0.38%) Control-M
6 7 (0.33%) Automic
6 7 (0.33%) Kubernetes
6 7 (0.33%) Systems Management Server (SMS)
7 6 (0.28%) Ambari
8 5 (0.24%) Kibana
9 4 (0.19%) Grafana
9 4 (0.19%) Opscode Chef
9 4 (0.19%) Puppet
9 4 (0.19%) Rundeck
10 3 (0.14%) Oracle ZFS
11 2 (0.094%) Consul
11 2 (0.094%) EMC NetWorker
12 1 (0.047%) BladeLogic
Vendors
1 509 (24.01%) Microsoft
2 281 (13.25%) Oracle
3 202 (9.53%) SAP
4 180 (8.49%) Alteryx
5 176 (8.30%) Google
6 168 (7.92%) Cognos
7 123 (5.80%) Informatica
8 94 (4.43%) MicroStrategy
9 88 (4.15%) Talend
10 74 (3.49%) Adobe
11 66 (3.11%) IBM
12 54 (2.55%) Salesforce.com
13 47 (2.22%) Cloudera
13 47 (2.22%) Teradata
14 39 (1.84%) ServiceNow
15 28 (1.32%) Hortonworks
16 25 (1.18%) TIBCO
17 22 (1.04%) HP
18 21 (0.99%) Greenplum
18 21 (0.99%) Vertica