Period
to 12 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 12 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
12 Jul 2020
Same period 2019 Same period 2018
Rank 197 218 266
Rank change year-on-year +21 +48 +10
Permanent jobs citing Tableau 1,346 2,307 2,270
As % of all permanent jobs advertised in the UK 1.74% 1.57% 1.28%
As % of the Vendors category 4.26% 3.69% 2.94%
Number of salaries quoted 987 1,965 1,733
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £36,250 £31,925 £32,500
90th Percentile £90,000 £80,000 £77,500
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 31,607 62,480 77,327
As % of all permanent IT jobs advertised in the UK 40.96% 42.43% 43.60%
Number of salaries quoted 24,292 47,975 60,051
Median annual salary £52,500 £50,000 £48,000
Median salary % change year-on-year +5.00% +4.17% +1.05%
10th Percentile £30,000 £27,500 £27,000
90th Percentile £87,500 £82,500 £78,750
UK excluding London median annual salary £47,000 £45,000 £43,000
% change year-on-year +4.44% +4.65% +2.38%

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 12 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 12 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 +38 1,286 £55,000 +10.00% 52
London +42 824 £62,500 +13.64% 22
UK excluding London +18 499 £48,000 +6.67% 31
South East +60 149 £55,000 +15.79% 12
North of England +48 117 £45,500 +7.06% 9
Work from Home +99 110 £57,181 -2.67% 10
Midlands +34 67 £43,750 +2.94% 3
South West -11 63 £47,500 - 5
North West +47 61 £45,000 - 7
East of England +66 58 £68,000 +39.49% 1
West Midlands +43 50 £42,500 -5.76% 1
Yorkshire +59 42 £52,500 +24.26% 2
Wales +28 25 £47,500 +26.67% 1
Scotland +9 19 £50,000 +11.11%
East Midlands +19 17 £50,000 +33.33% 2
North East +19 14 £31,880 -14.99%
Channel Islands -3 1 £47,500 +26.67%

For the 6 months to 12 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.

1 979 (72.73%) SQL
2 955 (70.95%) Business Intelligence
3 727 (54.01%) Analytics
4 600 (44.58%) Visualisation
5 593 (44.06%) Power BI
5 593 (44.06%) Power Platform
6 523 (38.86%) Python
7 515 (38.26%) SQL Server
8 511 (37.96%) ETL
9 455 (33.80%) Analytical Skills
10 367 (27.27%) Data Warehouse
11 361 (26.82%) Data Analytics
12 349 (25.93%) Data Analysis
13 343 (25.48%) Degree
14 326 (24.22%) Data Visualisation
15 309 (22.96%) Finance
16 292 (21.69%) Oracle
17 282 (20.95%) Data Lake
18 273 (20.28%) Agile Software Development
19 272 (20.21%) Azure
20 256 (19.02%) Alteryx
21 247 (18.35%) Microsoft
22 240 (17.83%) SQL Server Integration Services
23 238 (17.68%) Data Modelling
24 227 (16.86%) AWS
25 223 (16.57%) Data Science
26 205 (15.23%) SQL Server Reporting Services
27 200 (14.86%) Data Extraction
28 196 (14.56%) Teradata
29 182 (13.52%) Cadence

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
1 106 (7.88%) Apache Spark
2 73 (5.42%) SAS
3 23 (1.71%) Apache
3 23 (1.71%) Apache Airflow
4 18 (1.34%) Confluence
5 8 (0.59%) Elasticsearch
5 8 (0.59%) Jupyter
6 4 (0.30%) Apache Synapse
6 4 (0.30%) SharePoint
7 3 (0.22%) IBM Domino
7 3 (0.22%) Luigi
7 3 (0.22%) Oracle SOA Suite
8 2 (0.15%) IIS
9 1 (0.074%) Apache Pig
9 1 (0.074%) Appian
9 1 (0.074%) CMS
9 1 (0.074%) nginx
Applications
1 167 (12.41%) Microsoft Excel
2 25 (1.86%) Microsoft Office
2 25 (1.86%) Microsoft PowerPoint
3 23 (1.71%) SPSS
4 11 (0.82%) MS Visio
5 2 (0.15%) S-PLUS
6 1 (0.074%) Chatbot
6 1 (0.074%) Gephi
Business Applications
1 13 (0.97%) Shopify
2 7 (0.52%) Dynamics CRM
3 5 (0.37%) Infor SunSystems
3 5 (0.37%) iTrent
3 5 (0.37%) SAP ERP
4 3 (0.22%) Actimize
4 3 (0.22%) Eloqua
4 3 (0.22%) SAP BPC
5 2 (0.15%) NetSuite
5 2 (0.15%) Oracle Applications
5 2 (0.15%) Oracle EBS
5 2 (0.15%) Oracle ERP
5 2 (0.15%) SAP InfiniteInsight
6 1 (0.074%) Cognos TM1
6 1 (0.074%) SAP CO
6 1 (0.074%) SAP FI
6 1 (0.074%) SAP FI/CO
6 1 (0.074%) SAP IS-U
6 1 (0.074%) SimCorp Dimension
6 1 (0.074%) Summit
Cloud Services
1 593 (44.06%) Power Platform
2 272 (20.21%) Azure
3 227 (16.86%) AWS
4 148 (11.00%) GCP
5 65 (4.83%) Azure Data Factory
6 39 (2.90%) Serverless
7 38 (2.82%) Amazon S3
8 35 (2.60%) Google Analytics
9 32 (2.38%) PaaS
10 29 (2.15%) SaaS
11 28 (2.08%) Amazon Kinesis
12 23 (1.71%) Cloud Computing
13 22 (1.63%) Azure Stack
14 18 (1.34%) IaaS
15 17 (1.26%) Amazon EMR
15 17 (1.26%) AWS Lambda
16 12 (0.89%) Amazon EC2
16 12 (0.89%) Force.com
17 11 (0.82%) Dynamics 365
18 9 (0.67%) Data Lake Analytics
Communications & Networking
1 8 (0.59%) Kerberos
2 6 (0.45%) DSL
2 6 (0.45%) Skype
3 4 (0.30%) 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 (0.074%) SMS
Database & Business Intelligence
1 593 (44.06%) Power BI
2 515 (38.26%) SQL Server
3 367 (27.27%) Data Warehouse
4 282 (20.95%) Data Lake
5 240 (17.83%) SQL Server Integration Services
6 205 (15.23%) SQL Server Reporting Services
7 135 (10.03%) SQL Server Analysis Services
8 133 (9.88%) QlikView
9 132 (9.81%) Big Data
10 113 (8.40%) Hadoop
11 111 (8.25%) Oracle Reports
12 106 (7.88%) Looker
13 93 (6.91%) NoSQL
14 91 (6.76%) Relational Database
15 83 (6.17%) Amazon Redshift
16 78 (5.79%) BigQuery
17 74 (5.50%) Azure SQL Database
18 67 (4.98%) Snowflake Schema
19 62 (4.61%) BusinessObjects
20 59 (4.38%) OLAP
Development Applications
1 79 (5.87%) Git (software)
2 38 (2.82%) Jenkins
3 30 (2.23%) Octopus Deploy
4 28 (2.08%) JIRA
5 26 (1.93%) Visual Studio
6 22 (1.63%) Visual Studio Team System
7 18 (1.34%) TeamCity
8 8 (0.59%) Jasmine
8 8 (0.59%) Karma Test Runner
8 8 (0.59%) NUnit
8 8 (0.59%) SQL Server Management Studio (SSMS)
9 7 (0.52%) Artifactory
9 7 (0.52%) Atlassian Bamboo
9 7 (0.52%) Sonatype Nexus
9 7 (0.52%) Team Foundation Server
10 6 (0.45%) RStudio
11 5 (0.37%) ERwin
12 4 (0.30%) Flyway
12 4 (0.30%) Liquibase
13 3 (0.22%) GDB
General
1 309 (22.96%) Finance
2 122 (9.06%) Legal
3 118 (8.77%) Marketing
4 38 (2.82%) Banking
4 38 (2.82%) Retail
5 28 (2.08%) Advertising
6 24 (1.78%) Telecoms
7 22 (1.63%) Public Sector
8 19 (1.41%) Games
9 12 (0.89%) Pharmaceutical
10 9 (0.67%) Manufacturing
11 8 (0.59%) Law
12 7 (0.52%) Automotive
12 7 (0.52%) Electronics
13 5 (0.37%) Publishing
14 4 (0.30%) Front Office
14 4 (0.30%) Police
15 3 (0.22%) Back Office
15 3 (0.22%) Financial Institution
16 2 (0.15%) Spanish Language
Job Titles
1 454 (33.73%) Analyst
2 297 (22.07%) Developer
3 276 (20.51%) Data Analyst
4 188 (13.97%) Data Engineer
5 140 (10.40%) Business Intelligence Developer
6 113 (8.40%) Senior Analyst
7 108 (8.02%) Business Intelligence Analyst
8 85 (6.32%) Data Manager
9 82 (6.09%) Senior Data Analyst
10 80 (5.94%) Architect
11 64 (4.75%) Data Scientist
12 60 (4.46%) Consultant
12 60 (4.46%) Data Architect
13 56 (4.16%) SQL Developer
14 50 (3.71%) Senior Developer
15 43 (3.19%) Tableau Analyst
16 41 (3.05%) SQL Analyst
17 40 (2.97%) Senior Data Engineer
18 37 (2.75%) Data Consultant
19 31 (2.30%) Tableau Developer
Libraries, Frameworks & Software Standards
1 84 (6.24%) .NET
2 62 (4.61%) Kafka
3 40 (2.97%) AngularJS
4 36 (2.67%) D3.js
5 33 (2.45%) TensorFlow
6 28 (2.08%) CSS
6 28 (2.08%) HTML
7 26 (1.93%) .NET Core
7 26 (1.93%) PySpark
8 25 (1.86%) Web Services
9 21 (1.56%) Natural Language Processing
10 20 (1.49%) Shiny
11 17 (1.26%) scikit-learn
12 16 (1.19%) Apache NiFi
12 16 (1.19%) MDX
12 16 (1.19%) React
13 15 (1.11%) REST
13 15 (1.11%) SOAP
14 14 (1.04%) WPF
15 13 (0.97%) Visualforce
Miscellaneous
1 455 (33.80%) Analytical Skills
2 74 (5.50%) Data Structures
3 72 (5.35%) Management Information System
4 46 (3.42%) Algorithms
5 40 (2.97%) Greenfield Project
6 27 (2.01%) Analytical Mindset
7 20 (1.49%) User Experience
8 19 (1.41%) Self-Motivation
9 16 (1.19%) Clustering
9 16 (1.19%) Data Centre
10 15 (1.11%) Reinsurance
11 11 (0.82%) Hedge funds
11 11 (0.82%) Life Science
11 11 (0.82%) Social Media
12 7 (0.52%) Marketing Technology
13 5 (0.37%) FMCG
13 5 (0.37%) Foreign Exchange (FX)
13 5 (0.37%) NHS
13 5 (0.37%) Virtual Team
14 4 (0.30%) Digital Media
Operating Systems
1 48 (3.57%) Linux
2 40 (2.97%) Unix
3 24 (1.78%) Windows
4 13 (0.97%) Windows Server
5 6 (0.45%) Windows 2000
5 6 (0.45%) Windows XP
6 2 (0.15%) Android
6 2 (0.15%) Apple iOS
Processes & Methodologies
1 955 (70.95%) Business Intelligence
2 727 (54.01%) Analytics
3 600 (44.58%) Visualisation
4 511 (37.96%) ETL
5 361 (26.82%) Data Analytics
6 349 (25.93%) Data Analysis
7 326 (24.22%) Data Visualisation
8 273 (20.28%) Agile Software Development
9 238 (17.68%) Data Modelling
10 223 (16.57%) Data Science
11 200 (14.86%) Data Extraction
12 179 (13.30%) Proactive Monitoring
13 154 (11.44%) Problem-Solving
14 134 (9.96%) Project Management
15 130 (9.66%) Data Engineering
16 129 (9.58%) Machine Learning
17 122 (9.06%) DevOps
18 118 (8.77%) Stakeholder Management
19 112 (8.32%) Computer Science
20 105 (7.80%) Data Management
Programming Languages
1 979 (72.73%) SQL
2 523 (38.86%) Python
3 181 (13.45%) R
4 128 (9.51%) C#
5 94 (6.98%) T-SQL
6 84 (6.24%) Java
7 62 (4.61%) VBA
8 46 (3.42%) Scala
9 39 (2.90%) JavaScript
10 27 (2.01%) PL/SQL
10 27 (2.01%) PowerShell
11 25 (1.86%) Data Analysis Expressions (DAX)
12 21 (1.56%) Apex Code
13 18 (1.34%) C
13 18 (1.34%) C++
14 17 (1.26%) MATLAB
14 17 (1.26%) Shell Script
15 13 (0.97%) SOQL
16 12 (0.89%) Bash Shell
16 12 (0.89%) Go
Qualifications
1 343 (25.48%) Degree
2 49 (3.64%) Computer Science Degree
3 19 (1.41%) PhD
4 18 (1.34%) Security Cleared
5 14 (1.04%) SC Cleared
6 13 (0.97%) Numerate Degree
7 10 (0.74%) Master's Degree
8 6 (0.45%) DV Cleared
8 6 (0.45%) PRINCE2 Practitioner
9 5 (0.37%) AWS Certification
10 3 (0.22%) ISEB
10 3 (0.22%) MBA
11 2 (0.15%) ACCA
11 2 (0.15%) CIMA
11 2 (0.15%) CISA
11 2 (0.15%) IIBA
11 2 (0.15%) Postgraduate
12 1 (0.074%) ISTQB
12 1 (0.074%) ISTQB Advanced Certification
12 1 (0.074%) Six Sigma Green Belt
Quality Assurance & Compliance
1 99 (7.36%) Data Quality
2 93 (6.91%) GAAP
3 29 (2.15%) GDPR
4 16 (1.19%) QA
5 14 (1.04%) SLA
6 8 (0.59%) MiFID
7 6 (0.45%) Solvency II
8 4 (0.30%) Actionable Recommendations
9 3 (0.22%) ISO/IEC 27001
10 2 (0.15%) COBIT
10 2 (0.15%) PCI DSS
10 2 (0.15%) Sarbanes-Oxley
11 1 (0.074%) PMO
11 1 (0.074%) PSD2
System Software
1 34 (2.53%) Docker
2 19 (1.41%) Active Directory
3 13 (0.97%) Hyper-V
4 11 (0.82%) Virtual Machines
5 10 (0.74%) VMware Infrastructure
6 9 (0.67%) Apache Flume
7 6 (0.45%) Samba
8 3 (0.22%) HDFS
9 2 (0.15%) Virtual Servers
10 1 (0.074%) zsh
Systems Management
1 24 (1.78%) Kubernetes
2 15 (1.11%) Terraform
3 11 (0.82%) Oozie
3 11 (0.82%) SCVMM
4 8 (0.59%) Ansible
4 8 (0.59%) vRealize Orchestrator
5 6 (0.45%) Ambari
5 6 (0.45%) 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 (0.074%) Fluentd
9 1 (0.074%) RSA Archer
9 1 (0.074%) ZABBIX
Vendors
1 292 (21.69%) Oracle
2 256 (19.02%) Alteryx
3 247 (18.35%) Microsoft
4 196 (14.56%) Teradata
5 182 (13.52%) Cadence
6 180 (13.37%) Blue Prism
6 180 (13.37%) UiPath
7 179 (13.30%) Automation Anywhere
8 107 (7.95%) Google
9 75 (5.57%) Salesforce.com
10 66 (4.90%) Databricks
11 63 (4.68%) SAP
12 51 (3.79%) Cognos
13 26 (1.93%) MicroStrategy
14 25 (1.86%) Informatica
14 25 (1.86%) Talend
15 20 (1.49%) Pardot
16 19 (1.41%) IBM
17 15 (1.11%) Facebook
18 13 (0.97%) Netezza