Period
to 2 April 2020

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 2 April 2020 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
2 Apr 2020
Same period 2019 Same period 2018
Rank 210 225 260
Rank change year-on-year +15 +35 +35
Permanent jobs citing Tableau 1,916 2,272 2,323
As % of all permanent jobs advertised in the UK 1.64% 1.53% 1.31%
As % of the Vendors category 3.94% 3.64% 2.96%
Number of salaries quoted 1,419 1,862 1,919
Median annual salary £52,500 £50,000 £52,500
Median salary % change year-on-year +5.00% -4.76% +5.00%
10th Percentile £32,500 £32,000 £31,500
90th Percentile £88,750 £82,500 £82,500
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 48,682 62,380 78,493
As % of all permanent IT jobs advertised in the UK 41.56% 42.14% 44.35%
Number of salaries quoted 37,250 47,906 62,002
Median annual salary £50,500 £50,000 £47,500
Median salary % change year-on-year +1.00% +5.26% +5.56%
10th Percentile £28,000 £28,000 £26,500
90th Percentile £85,000 £81,250 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

Tableau
Job Vacancy Trend

Job postings citing Tableau as a proportion of all IT jobs advertised.

Job vacancy trend for Tableau in the UK

Tableau
Salary Trend

3-month moving average salary quoted in jobs citing Tableau.

Salary trend for Tableau in the UK

Tableau
Salary Histogram

Salary distribution for jobs citing Tableau over the 6 months to 2 April 2020.

Salary histogram for Tableau in the UK

Tableau
Top 18 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 2 April 2020. 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 +22 1,820 £55,000 +4.76% 166
London +40 1,167 £60,000 - 84
UK excluding London -2 719 £47,500 +5.56% 90
South East +27 220 £50,000 - 23
North of England +20 159 £45,000 +5.88% 22
Work from Home +50 117 £65,000 +8.33% 9
East of England +51 92 £68,000 +43.16% 12
Midlands -20 91 £41,500 -2.35% 14
South West +1 89 £45,000 +5.88% 11
North West +15 87 £45,000 +5.88% 13
West Midlands +21 78 £41,500 -12.63% 6
Yorkshire +6 51 £50,000 +17.65% 8
Scotland -7 38 £50,000 +11.11% 5
Wales +1 26 £45,000 +25.00% 3
North East +10 21 £31,880 -17.73% 1
East Midlands -34 13 £47,500 +46.15% 8
Northern Ireland +3 6 £27,500 -8.33%
Channel Islands -1 1 £47,500 +26.67%

For the 6 months to 2 April 2020, 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 1,403 (73.23%) SQL
2 1,257 (65.61%) Business Intelligence
3 996 (51.98%) Analytics
4 868 (45.30%) Visualisation
5 824 (43.01%) Power BI
5 824 (43.01%) Power Platform
6 691 (36.06%) Python
7 656 (34.24%) SQL Server
8 607 (31.68%) ETL
9 594 (31.00%) Analytical Skills
10 525 (27.40%) Data Warehouse
11 520 (27.14%) Data Visualisation
12 478 (24.95%) Finance
13 439 (22.91%) Degree
14 435 (22.70%) Agile Software Development
15 410 (21.40%) Data Analytics
16 409 (21.35%) Data Analysis
17 390 (20.35%) Azure
18 344 (17.95%) Oracle
18 344 (17.95%) SQL Server Integration Services
19 334 (17.43%) Data Modelling
20 327 (17.07%) Microsoft
21 306 (15.97%) AWS
22 299 (15.61%) Data Science
23 294 (15.34%) Data Lake
24 291 (15.19%) Microsoft Excel
25 271 (14.14%) Alteryx
26 269 (14.04%) SQL Server Reporting Services
27 266 (13.88%) R
28 262 (13.67%) 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
1 142 (7.41%) Apache Spark
2 134 (6.99%) SAS
3 30 (1.57%) Confluence
4 28 (1.46%) Apache
5 22 (1.15%) Apache Airflow
6 11 (0.57%) Elasticsearch
6 11 (0.57%) SharePoint
7 9 (0.47%) Jupyter
8 4 (0.21%) Apache Pig
8 4 (0.21%) Apache Solr
9 3 (0.16%) Oracle SOA Suite
10 2 (0.10%) Luigi
11 1 (0.052%) Apache Synapse
11 1 (0.052%) Appian
11 1 (0.052%) CMS
11 1 (0.052%) IBM Domino
11 1 (0.052%) JBoss
11 1 (0.052%) nginx
11 1 (0.052%) OpenStack
11 1 (0.052%) Tomcat
Applications
1 291 (15.19%) Microsoft Excel
2 44 (2.30%) Microsoft Office
3 39 (2.04%) SPSS
4 35 (1.83%) Microsoft PowerPoint
5 15 (0.78%) MS Visio
6 5 (0.26%) Adobe Premiere
7 1 (0.052%) Chatbot
7 1 (0.052%) Gephi
7 1 (0.052%) Spreadsheet
Business Applications
1 13 (0.68%) Shopify
2 12 (0.63%) Dynamics CRM
3 7 (0.37%) NetSuite
4 6 (0.31%) Adobe Campaign
5 5 (0.26%) Distributed Ledger
5 5 (0.26%) Eloqua
5 5 (0.26%) FastStats
5 5 (0.26%) Infor SunSystems
5 5 (0.26%) iTrent
5 5 (0.26%) SAP ERP
5 5 (0.26%) SessionCam
6 3 (0.16%) Oracle Financials
6 3 (0.16%) SAP BPC
6 3 (0.16%) SimCorp Dimension
7 2 (0.10%) Oracle Applications
7 2 (0.10%) Oracle ERP
7 2 (0.10%) Salesforce.com CRM
7 2 (0.10%) SAP FI
7 2 (0.10%) SAP FI/CO
7 2 (0.10%) Unit4 Business World
Cloud Services
1 824 (43.01%) Power Platform
2 390 (20.35%) Azure
3 306 (15.97%) AWS
4 171 (8.92%) GCP
5 80 (4.18%) Azure Data Factory
6 77 (4.02%) Google Analytics
7 54 (2.82%) SaaS
7 54 (2.82%) Serverless
8 41 (2.14%) PaaS
9 32 (1.67%) Cloud Computing
10 30 (1.57%) Amazon S3
11 25 (1.30%) Amazon Kinesis
12 24 (1.25%) Dynamics 365
13 22 (1.15%) SuccessFactors
14 21 (1.10%) Azure Stack
14 21 (1.10%) GitHub
15 18 (0.94%) Adobe Analytics
16 17 (0.89%) Data Lake Analytics
17 16 (0.84%) Amazon EMR
17 16 (0.84%) AWS Lambda
Communications & Networking
1 6 (0.31%) Skype
2 4 (0.21%) Broadband
2 4 (0.21%) Internet
3 2 (0.10%) Firewall
3 2 (0.10%) VoIP
4 1 (0.052%) FTP
4 1 (0.052%) SMS
4 1 (0.052%) TCP/IP
Database & Business Intelligence
1 824 (43.01%) Power BI
2 656 (34.24%) SQL Server
3 525 (27.40%) Data Warehouse
4 344 (17.95%) SQL Server Integration Services
5 294 (15.34%) Data Lake
6 269 (14.04%) SQL Server Reporting Services
7 240 (12.53%) QlikView
8 161 (8.40%) Big Data
8 161 (8.40%) SQL Server Analysis Services
9 145 (7.57%) NoSQL
10 144 (7.52%) Looker
11 127 (6.63%) Hadoop
12 126 (6.58%) Oracle Reports
13 122 (6.37%) Relational Database
14 101 (5.27%) Amazon Redshift
15 95 (4.96%) Azure SQL Database
16 87 (4.54%) Snowflake Schema
17 85 (4.44%) BusinessObjects
18 84 (4.38%) BigQuery
19 70 (3.65%) PostgreSQL
Development Applications
1 103 (5.38%) Git (software)
2 57 (2.97%) Visual Studio Team System
3 54 (2.82%) JIRA
4 49 (2.56%) Octopus Deploy
5 48 (2.51%) Jenkins
6 38 (1.98%) TeamCity
7 29 (1.51%) Visual Studio
8 27 (1.41%) Atlassian Bamboo
8 27 (1.41%) Jasmine
8 27 (1.41%) Karma Test Runner
8 27 (1.41%) NUnit
9 18 (0.94%) Team Foundation Server
10 12 (0.63%) SQL Server Management Studio (SSMS)
11 5 (0.26%) Flyway
11 5 (0.26%) Liquibase
12 4 (0.21%) ERwin
12 4 (0.21%) JMeter
12 4 (0.21%) Vagrant
13 3 (0.16%) Visual Website Optimizer
14 2 (0.10%) Travis CI
General
1 478 (24.95%) Finance
2 221 (11.53%) Marketing
3 142 (7.41%) Legal
4 74 (3.86%) Retail
5 61 (3.18%) Telecoms
6 57 (2.97%) Banking
7 36 (1.88%) Advertising
8 33 (1.72%) Public Sector
9 32 (1.67%) Publishing
10 22 (1.15%) Automotive
10 22 (1.15%) Games
11 16 (0.84%) Manufacturing
12 12 (0.63%) Pharmaceutical
13 11 (0.57%) Front Office
14 10 (0.52%) Police
15 8 (0.42%) Electronics
16 7 (0.37%) Back Office
17 6 (0.31%) Financial Institution
17 6 (0.31%) Law
18 4 (0.21%) iGaming
Job Titles
1 734 (38.31%) Analyst
2 424 (22.13%) Developer
3 376 (19.62%) Data Analyst
4 215 (11.22%) Data Engineer
5 197 (10.28%) Business Intelligence Analyst
6 184 (9.60%) Business Intelligence Developer
7 171 (8.92%) Senior Analyst
8 130 (6.78%) SQL Developer
9 117 (6.11%) Architect
10 89 (4.65%) Data Scientist
11 88 (4.59%) Data Architect
12 85 (4.44%) Senior Data Analyst
13 83 (4.33%) Consultant
14 77 (4.02%) Data Manager
15 70 (3.65%) Insight Analyst
16 67 (3.50%) SQL Analyst
17 63 (3.29%) Business Analyst
18 61 (3.18%) Senior Developer
19 52 (2.71%) Tableau Analyst
20 51 (2.66%) Business Developer
Libraries, Frameworks & Software Standards
1 123 (6.42%) .NET
2 88 (4.59%) Kafka
3 61 (3.18%) AngularJS
4 59 (3.08%) D3.js
5 49 (2.56%) HTML
6 44 (2.30%) Web Services
7 43 (2.24%) RESTful
8 41 (2.14%) CSS
9 33 (1.72%) RabbitMQ
10 30 (1.57%) Node.js
11 28 (1.46%) ASP.NET Web API
11 28 (1.46%) TensorFlow
12 27 (1.41%) .NET Core
12 27 (1.41%) Enzyme
12 27 (1.41%) Jest
12 27 (1.41%) REST
13 26 (1.36%) Angular 2
13 26 (1.36%) Natural Language Processing
14 23 (1.20%) ASP.NET
14 23 (1.20%) Vue.js
Miscellaneous
1 594 (31.00%) Analytical Skills
2 80 (4.18%) Data Structures
3 69 (3.60%) Management Information System
4 61 (3.18%) Self-Motivation
5 43 (2.24%) Greenfield Project
6 39 (2.04%) User Experience
7 36 (1.88%) Algorithms
8 31 (1.62%) Analytical Mindset
9 21 (1.10%) Social Media
10 14 (0.73%) Data Centre
11 13 (0.68%) Clustering
11 13 (0.68%) Foreign Exchange (FX)
11 13 (0.68%) Hedge funds
11 13 (0.68%) Public Cloud
12 11 (0.57%) Life Science
13 10 (0.52%) FMCG
13 10 (0.52%) Mobile App
14 9 (0.47%) NHS
15 8 (0.42%) Fixed Income
16 7 (0.37%) Reinsurance
Operating Systems
1 50 (2.61%) Linux
2 32 (1.67%) Unix
3 23 (1.20%) Windows
4 10 (0.52%) Windows 2000
4 10 (0.52%) Windows XP
5 8 (0.42%) Windows Server
6 1 (0.052%) Android
6 1 (0.052%) Apple iOS
6 1 (0.052%) CentOS
6 1 (0.052%) Ubuntu
Processes & Methodologies
1 1,257 (65.61%) Business Intelligence
2 996 (51.98%) Analytics
3 868 (45.30%) Visualisation
4 607 (31.68%) ETL
5 520 (27.14%) Data Visualisation
6 435 (22.70%) Agile Software Development
7 410 (21.40%) Data Analytics
8 409 (21.35%) Data Analysis
9 334 (17.43%) Data Modelling
10 299 (15.61%) Data Science
11 262 (13.67%) Problem-Solving
12 202 (10.54%) Data Extraction
13 184 (9.60%) Project Management
14 179 (9.34%) Proactive Monitoring
15 164 (8.56%) Computer Science
16 157 (8.19%) Machine Learning
16 157 (8.19%) Stakeholder Management
17 144 (7.52%) DevOps
18 134 (6.99%) Dashboard Development
18 134 (6.99%) Data Management
Programming Languages
1 1,403 (73.23%) SQL
2 691 (36.06%) Python
3 266 (13.88%) R
4 177 (9.24%) C#
5 157 (8.19%) T-SQL
6 129 (6.73%) Java
7 108 (5.64%) VBA
8 68 (3.55%) JavaScript
9 63 (3.29%) Scala
10 41 (2.14%) MATLAB
11 34 (1.77%) PowerShell
12 33 (1.72%) TypeScript
13 32 (1.67%) Data Analysis Expressions (DAX)
14 29 (1.51%) C
15 25 (1.30%) PL/SQL
15 25 (1.30%) Ruby
16 24 (1.25%) C++
17 21 (1.10%) F#
18 20 (1.04%) Apex Code
18 20 (1.04%) Shell Script
Qualifications
1 439 (22.91%) Degree
2 77 (4.02%) Computer Science Degree
3 31 (1.62%) Numerate Degree
4 29 (1.51%) Master's Degree
5 21 (1.10%) PhD
6 11 (0.57%) Security Cleared
7 9 (0.47%) Postgraduate
7 9 (0.47%) SC Cleared
8 8 (0.42%) PRINCE2 Practitioner
9 6 (0.31%) MBA
10 3 (0.16%) CISA
11 2 (0.10%) ACCA
11 2 (0.10%) AWS Certification
11 2 (0.10%) CIMA
11 2 (0.10%) IIBA
11 2 (0.10%) PMI Certification
12 1 (0.052%) CISSP
12 1 (0.052%) CRISC
12 1 (0.052%) ISTQB Advanced Certification
12 1 (0.052%) Microsoft Certification
Quality Assurance & Compliance
1 118 (6.16%) Data Quality
2 93 (4.85%) GAAP
3 31 (1.62%) QA
4 24 (1.25%) GDPR
5 7 (0.37%) Solvency II
6 6 (0.31%) MiFID
6 6 (0.31%) SLA
7 5 (0.26%) Actionable Recommendations
7 5 (0.26%) ISO/IEC 27001
8 3 (0.16%) COBIT
8 3 (0.16%) Sarbanes-Oxley
9 1 (0.052%) NIST
9 1 (0.052%) NIST 800
System Software
1 46 (2.40%) Docker
2 14 (0.73%) Apache Flume
3 12 (0.63%) Active Directory
4 6 (0.31%) Hyper-V
4 6 (0.31%) Virtual Machines
5 5 (0.26%) HDFS
6 2 (0.10%) VMware Infrastructure
7 1 (0.052%) Apache ZooKeeper
7 1 (0.052%) Cronacle
Systems Management
1 30 (1.57%) Kubernetes
2 20 (1.04%) Oozie
3 10 (0.52%) Kibana
4 9 (0.47%) Terraform
5 6 (0.31%) SCVMM
6 3 (0.16%) Single Sign-On
7 2 (0.10%) Argo
8 1 (0.052%) Control-M
8 1 (0.052%) EnCase
8 1 (0.052%) FTK
8 1 (0.052%) Hadoop YARN
8 1 (0.052%) RSA Archer
8 1 (0.052%) ZABBIX
Vendors
1 344 (17.95%) Oracle
2 327 (17.07%) Microsoft
3 271 (14.14%) Alteryx
4 207 (10.80%) Teradata
5 194 (10.13%) Google
6 181 (9.45%) Cadence
7 180 (9.39%) Blue Prism
7 180 (9.39%) UiPath
8 179 (9.34%) Automation Anywhere
9 97 (5.06%) Salesforce.com
10 89 (4.65%) SAP
11 68 (3.55%) Databricks
12 65 (3.39%) Cognos
13 45 (2.35%) Informatica
13 45 (2.35%) Talend
14 33 (1.72%) MicroStrategy
15 30 (1.57%) Adobe
16 28 (1.46%) IBM
17 26 (1.36%) WorldPay
18 19 (0.99%) Pardot