Period
to 2 July 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 July 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 Jul 2020
Same period 2019 Same period 2018
Rank 199 218 266
Rank change year-on-year +19 +48 +11
Permanent jobs citing Tableau 1,366 2,284 2,246
As % of all permanent jobs advertised in the UK 1.73% 1.57% 1.27%
As % of the Vendors category 4.22% 3.69% 2.92%
Number of salaries quoted 996 1,940 1,735
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £36,000 £31,750 £32,500
90th Percentile £90,000 £81,250 £79,500
UK excluding London median annual salary £48,000 £45,000 £45,000
% change year-on-year +6.67% - +12.50%

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 32,379 61,921 76,866
As % of all permanent IT jobs advertised in the UK 41.01% 42.44% 43.59%
Number of salaries quoted 24,813 47,549 59,987
Median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £30,000 £27,500 £26,750
90th Percentile £87,500 £82,500 £78,500
UK excluding London median annual salary £46,500 £45,000 £42,500
% change year-on-year +3.33% +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 July 2020.

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 2 July 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 +30 1,308 £55,000 +10.00% 76
London +39 831 £62,500 +11.61% 31
UK excluding London +12 513 £48,000 +6.67% 47
South East +75 157 £55,000 +15.79% 16
North of England +36 116 £45,750 +7.65% 12
Work from Home +83 110 £57,361 -4.40% 14
South West +24 71 £45,000 -5.26% 5
Midlands +21 66 £42,500 -5.56% 8
East of England +61 60 £68,000 +39.49% 4
North West +38 59 £45,000 - 7
West Midlands +55 51 £42,500 -5.76% 2
Yorkshire +72 43 £52,500 +16.67% 4
Wales +18 23 £47,500 +26.67% 2
Scotland +6 19 £50,000 +11.11%
East Midlands +8 15 £47,500 +26.67% 6
North East +15 14 £31,880 -14.99% 1
Channel Islands -4 1 £47,500 +26.67%

For the 6 months to 2 July 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 1,000 (73.21%) SQL
2 968 (70.86%) Business Intelligence
3 744 (54.47%) Analytics
4 606 (44.36%) Visualisation
5 596 (43.63%) Power BI
5 596 (43.63%) Power Platform
6 533 (39.02%) Python
7 522 (38.21%) SQL Server
8 516 (37.77%) ETL
9 461 (33.75%) Analytical Skills
10 376 (27.53%) Data Warehouse
11 363 (26.57%) Data Analytics
12 354 (25.92%) Data Analysis
13 347 (25.40%) Degree
14 331 (24.23%) Data Visualisation
15 315 (23.06%) Finance
16 294 (21.52%) Oracle
17 281 (20.57%) Data Lake
18 277 (20.28%) Agile Software Development
19 275 (20.13%) Azure
20 255 (18.67%) Alteryx
21 245 (17.94%) Microsoft
21 245 (17.94%) SQL Server Integration Services
22 242 (17.72%) Data Modelling
23 229 (16.76%) AWS
24 228 (16.69%) Data Science
25 207 (15.15%) SQL Server Reporting Services
26 201 (14.71%) Data Extraction
27 198 (14.49%) Teradata
28 184 (13.47%) R

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
1 100 (7.32%) Apache Spark
2 81 (5.93%) SAS
3 25 (1.83%) Apache Airflow
4 21 (1.54%) Apache
5 18 (1.32%) Confluence
6 10 (0.73%) Elasticsearch
7 8 (0.59%) Jupyter
8 4 (0.29%) SharePoint
9 3 (0.22%) IBM Domino
9 3 (0.22%) Luigi
9 3 (0.22%) Oracle SOA Suite
10 2 (0.15%) Apache Synapse
10 2 (0.15%) IIS
11 1 (0.073%) Apache Pig
11 1 (0.073%) Appian
11 1 (0.073%) CMS
11 1 (0.073%) nginx
Applications
1 168 (12.30%) Microsoft Excel
2 26 (1.90%) Microsoft Office
3 25 (1.83%) Microsoft PowerPoint
4 24 (1.76%) SPSS
5 11 (0.81%) MS Visio
6 2 (0.15%) S-PLUS
7 1 (0.073%) Chatbot
7 1 (0.073%) Gephi
Business Applications
1 14 (1.02%) Shopify
2 7 (0.51%) Dynamics CRM
3 5 (0.37%) Infor SunSystems
3 5 (0.37%) iTrent
3 5 (0.37%) SAP ERP
4 4 (0.29%) Eloqua
5 3 (0.22%) SAP BPC
6 2 (0.15%) Actimize
6 2 (0.15%) Cognos TM1
6 2 (0.15%) Distributed Ledger
6 2 (0.15%) NetSuite
6 2 (0.15%) Oracle Applications
6 2 (0.15%) Oracle EBS
6 2 (0.15%) Oracle ERP
6 2 (0.15%) SAP InfiniteInsight
7 1 (0.073%) SAP CO
7 1 (0.073%) SAP FI
7 1 (0.073%) SAP FI/CO
7 1 (0.073%) SimCorp Dimension
7 1 (0.073%) Summit
Cloud Services
1 596 (43.63%) Power Platform
2 275 (20.13%) Azure
3 229 (16.76%) AWS
4 152 (11.13%) GCP
5 67 (4.90%) Azure Data Factory
6 45 (3.29%) Serverless
7 37 (2.71%) Google Analytics
8 35 (2.56%) Amazon S3
9 34 (2.49%) PaaS
10 30 (2.20%) SaaS
11 27 (1.98%) Amazon Kinesis
12 23 (1.68%) Cloud Computing
13 22 (1.61%) Azure Stack
14 19 (1.39%) IaaS
15 17 (1.24%) AWS Lambda
16 16 (1.17%) Amazon EMR
17 13 (0.95%) Force.com
18 12 (0.88%) Amazon EC2
19 11 (0.81%) Dynamics 365
20 10 (0.73%) Data Lake Analytics
Communications & Networking
1 8 (0.59%) Kerberos
2 6 (0.44%) DSL
2 6 (0.44%) Skype
3 4 (0.29%) Firewall
4 3 (0.22%) Internet
5 2 (0.15%) DHCP
5 2 (0.15%) DNS
5 2 (0.15%) LAN
5 2 (0.15%) Remote Desktop
5 2 (0.15%) SAN
5 2 (0.15%) TCP/IP
5 2 (0.15%) VoIP
5 2 (0.15%) VPN
5 2 (0.15%) Wi-Fi
6 1 (0.073%) SMS
Database & Business Intelligence
1 596 (43.63%) Power BI
2 522 (38.21%) SQL Server
3 376 (27.53%) Data Warehouse
4 281 (20.57%) Data Lake
5 245 (17.94%) SQL Server Integration Services
6 207 (15.15%) SQL Server Reporting Services
7 138 (10.10%) QlikView
8 134 (9.81%) SQL Server Analysis Services
9 127 (9.30%) Big Data
10 112 (8.20%) Oracle Reports
11 110 (8.05%) Hadoop
12 104 (7.61%) Looker
13 98 (7.17%) NoSQL
14 95 (6.95%) Relational Database
15 81 (5.93%) Amazon Redshift
16 80 (5.86%) BigQuery
17 75 (5.49%) Azure SQL Database
18 69 (5.05%) Snowflake Schema
19 62 (4.54%) BusinessObjects
20 59 (4.32%) OLAP
Development Applications
1 78 (5.71%) Git (software)
2 42 (3.07%) Jenkins
3 32 (2.34%) Octopus Deploy
4 28 (2.05%) JIRA
5 26 (1.90%) Visual Studio
5 26 (1.90%) Visual Studio Team System
6 22 (1.61%) TeamCity
7 11 (0.81%) Atlassian Bamboo
8 9 (0.66%) Jasmine
8 9 (0.66%) Karma Test Runner
8 9 (0.66%) NUnit
8 9 (0.66%) SQL Server Management Studio (SSMS)
9 7 (0.51%) Artifactory
9 7 (0.51%) Sonatype Nexus
9 7 (0.51%) Team Foundation Server
10 6 (0.44%) RStudio
11 5 (0.37%) ERwin
11 5 (0.37%) Flyway
11 5 (0.37%) Liquibase
12 3 (0.22%) GDB
General
1 315 (23.06%) Finance
2 128 (9.37%) Legal
3 127 (9.30%) Marketing
4 40 (2.93%) Retail
5 36 (2.64%) Banking
6 29 (2.12%) Advertising
7 27 (1.98%) Telecoms
8 24 (1.76%) Public Sector
9 19 (1.39%) Games
10 11 (0.81%) Pharmaceutical
11 10 (0.73%) Automotive
12 9 (0.66%) Manufacturing
13 8 (0.59%) Law
13 8 (0.59%) Publishing
14 7 (0.51%) Electronics
15 5 (0.37%) Back Office
15 5 (0.37%) Front Office
15 5 (0.37%) Police
16 3 (0.22%) Financial Institution
17 2 (0.15%) Private Banking
Job Titles
1 463 (33.89%) Analyst
2 310 (22.69%) Developer
3 274 (20.06%) Data Analyst
4 187 (13.69%) Data Engineer
5 143 (10.47%) Business Intelligence Developer
6 122 (8.93%) Business Intelligence Analyst
7 114 (8.35%) Senior Analyst
8 83 (6.08%) Data Manager
9 82 (6.00%) Senior Data Analyst
10 81 (5.93%) Architect
11 63 (4.61%) Data Scientist
12 62 (4.54%) SQL Developer
13 61 (4.47%) Data Architect
14 57 (4.17%) Consultant
15 51 (3.73%) Senior Developer
16 44 (3.22%) Tableau Analyst
17 43 (3.15%) SQL Analyst
18 40 (2.93%) Senior Data Engineer
19 37 (2.71%) Data Consultant
20 33 (2.42%) Tableau Developer
Libraries, Frameworks & Software Standards
1 92 (6.73%) .NET
2 62 (4.54%) Kafka
3 45 (3.29%) AngularJS
4 39 (2.86%) D3.js
5 29 (2.12%) TensorFlow
6 28 (2.05%) CSS
6 28 (2.05%) HTML
6 28 (2.05%) Web Services
7 25 (1.83%) .NET Core
7 25 (1.83%) PySpark
8 23 (1.68%) Shiny
9 21 (1.54%) Natural Language Processing
10 18 (1.32%) Apache NiFi
11 17 (1.24%) MDX
12 16 (1.17%) ASP.NET Web API
12 16 (1.17%) Node.js
12 16 (1.17%) React
12 16 (1.17%) SOAP
13 15 (1.10%) ASP.NET
13 15 (1.10%) REST
Miscellaneous
1 461 (33.75%) Analytical Skills
2 74 (5.42%) Data Structures
3 71 (5.20%) Management Information System
4 45 (3.29%) Greenfield Project
5 42 (3.07%) Algorithms
6 28 (2.05%) Analytical Mindset
7 22 (1.61%) Self-Motivation
8 20 (1.46%) User Experience
9 17 (1.24%) Clustering
10 16 (1.17%) Data Centre
11 14 (1.02%) Reinsurance
12 13 (0.95%) Social Media
13 12 (0.88%) Hedge funds
14 11 (0.81%) Life Science
15 7 (0.51%) Foreign Exchange (FX)
15 7 (0.51%) Marketing Technology
16 6 (0.44%) NHS
17 5 (0.37%) FMCG
17 5 (0.37%) Virtual Team
18 4 (0.29%) Digital Media
Operating Systems
1 47 (3.44%) Linux
2 39 (2.86%) Unix
3 25 (1.83%) Windows
4 13 (0.95%) Windows Server
5 7 (0.51%) Windows 2000
5 7 (0.51%) Windows XP
6 2 (0.15%) Android
6 2 (0.15%) Apple iOS
Processes & Methodologies
1 968 (70.86%) Business Intelligence
2 744 (54.47%) Analytics
3 606 (44.36%) Visualisation
4 516 (37.77%) ETL
5 363 (26.57%) Data Analytics
6 354 (25.92%) Data Analysis
7 331 (24.23%) Data Visualisation
8 277 (20.28%) Agile Software Development
9 242 (17.72%) Data Modelling
10 228 (16.69%) Data Science
11 201 (14.71%) Data Extraction
12 179 (13.10%) Proactive Monitoring
13 159 (11.64%) Problem-Solving
14 139 (10.18%) Project Management
15 127 (9.30%) Data Engineering
16 126 (9.22%) Machine Learning
17 123 (9.00%) Stakeholder Management
18 121 (8.86%) DevOps
19 111 (8.13%) Computer Science
20 105 (7.69%) Data Management
Programming Languages
1 1,000 (73.21%) SQL
2 533 (39.02%) Python
3 184 (13.47%) R
4 135 (9.88%) C#
5 97 (7.10%) T-SQL
6 89 (6.52%) Java
7 62 (4.54%) VBA
8 46 (3.37%) Scala
9 43 (3.15%) JavaScript
10 26 (1.90%) Data Analysis Expressions (DAX)
10 26 (1.90%) PL/SQL
10 26 (1.90%) PowerShell
11 23 (1.68%) Apex Code
12 20 (1.46%) C
13 18 (1.32%) C++
13 18 (1.32%) MATLAB
14 16 (1.17%) Shell Script
15 14 (1.02%) Ruby
15 14 (1.02%) SOQL
16 13 (0.95%) Go
Qualifications
1 347 (25.40%) Degree
2 48 (3.51%) Computer Science Degree
3 18 (1.32%) Security Cleared
4 17 (1.24%) PhD
5 14 (1.02%) SC Cleared
6 12 (0.88%) Numerate Degree
7 9 (0.66%) Master's Degree
8 7 (0.51%) PRINCE2 Practitioner
9 6 (0.44%) DV Cleared
10 4 (0.29%) AWS Certification
11 3 (0.22%) ISEB
11 3 (0.22%) MBA
11 3 (0.22%) Postgraduate
12 2 (0.15%) ACCA
12 2 (0.15%) CIMA
12 2 (0.15%) CISA
12 2 (0.15%) IIBA
13 1 (0.073%) ISTQB
13 1 (0.073%) ISTQB Advanced Certification
13 1 (0.073%) Six Sigma Green Belt
Quality Assurance & Compliance
1 101 (7.39%) Data Quality
2 93 (6.81%) GAAP
3 28 (2.05%) GDPR
4 16 (1.17%) QA
5 13 (0.95%) SLA
6 7 (0.51%) MiFID
7 6 (0.44%) Solvency II
8 4 (0.29%) Actionable Recommendations
8 4 (0.29%) ISO/IEC 27001
9 2 (0.15%) COBIT
9 2 (0.15%) PCI DSS
9 2 (0.15%) Sarbanes-Oxley
10 1 (0.073%) PMO
10 1 (0.073%) PSD2
System Software
1 37 (2.71%) Docker
2 19 (1.39%) Active Directory
3 13 (0.95%) Hyper-V
4 11 (0.81%) Virtual Machines
5 10 (0.73%) VMware Infrastructure
6 9 (0.66%) Apache Flume
7 6 (0.44%) Samba
8 3 (0.22%) HDFS
9 2 (0.15%) Virtual Servers
10 1 (0.073%) zsh
Systems Management
1 25 (1.83%) Kubernetes
2 17 (1.24%) Terraform
3 11 (0.81%) Oozie
3 11 (0.81%) SCVMM
4 8 (0.59%) Ansible
4 8 (0.59%) vRealize Orchestrator
5 6 (0.44%) Ambari
5 6 (0.44%) Hadoop YARN
6 5 (0.37%) Kibana
7 3 (0.22%) Argo
7 3 (0.22%) Single Sign-On
8 2 (0.15%) Failover Clustering
8 2 (0.15%) Microsoft Data Protection Manager
9 1 (0.073%) Fluentd
9 1 (0.073%) RSA Archer
9 1 (0.073%) ZABBIX
Vendors
1 294 (21.52%) Oracle
2 255 (18.67%) Alteryx
3 245 (17.94%) Microsoft
4 198 (14.49%) Teradata
5 182 (13.32%) Cadence
6 180 (13.18%) Blue Prism
6 180 (13.18%) UiPath
7 179 (13.10%) Automation Anywhere
8 112 (8.20%) Google
9 78 (5.71%) Salesforce.com
10 63 (4.61%) Databricks
11 62 (4.54%) SAP
12 51 (3.73%) Cognos
13 26 (1.90%) MicroStrategy
13 26 (1.90%) Talend
14 25 (1.83%) Informatica
15 22 (1.61%) Pardot
16 20 (1.46%) IBM
17 15 (1.10%) Facebook
18 13 (0.95%) Netezza