Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 9 December 2021

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Tableau skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Tableau over the 6 months to 9 December 2021 with a comparison to the same period in the previous 2 years.

Tableau
UK > Work from Home
6 months to
9 Dec 2021		 Same period 2020 Same period 2019
Rank 224 176 204
Rank change year-on-year -48 +28 +37
Permanent jobs citing Tableau 425 146 86
As % of all permanent jobs with a WFH option 1.45% 1.65% 1.12%
As % of the Database & Business Intelligence category 5.25% 5.47% 3.83%
Number of salaries quoted 342 128 69
10th Percentile £35,000 £35,375 £36,686
25th Percentile £42,500 £41,250 £50,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,000
Median % change year-on-year - -8.33% +9.09%
75th Percentile £68,750 £70,000 £72,500
90th Percentile £86,125 £90,000 £90,000
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

Tableau is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 8,094 2,671 2,245
As % of all permanent jobs with a WFH option 27.70% 30.21% 29.23%
Number of salaries quoted 6,170 2,454 2,010
10th Percentile £37,500 £34,750 £33,750
25th Percentile £45,000 £42,000 £40,063
Median annual salary (50th Percentile) £60,000 £53,000 £50,000
Median % change year-on-year +13.21% +6.00% -4.76%
75th Percentile £77,500 £70,000 £70,000
90th Percentile £92,500 £82,500 £84,100
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

Tableau
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Tableau as a proportion of all IT jobs advertised.

Tableau trend for jobs with a WFH option

Tableau
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Tableau.

Tableau salary trend for jobs with a WFH option

Tableau
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Tableau over the 6 months to 9 December 2021.

Tableau salary histogram for jobs with a WFH option

For the 6 months to 9 December 2021, Tableau job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Tableau.

1 284 (66.82%) Business Intelligence
2 279 (65.65%) SQL
3 216 (50.82%) Power BI
3 216 (50.82%) Power Platform
4 209 (49.18%) Analytics
5 203 (47.76%) Visualisation
6 137 (32.24%) Data Visualisation
7 118 (27.76%) Finance
8 117 (27.53%) Python
9 115 (27.06%) Analytical Skills
10 113 (26.59%) ETL
11 106 (24.94%) Data Warehouse
12 102 (24.00%) AWS
13 100 (23.53%) Azure
14 91 (21.41%) Data Modelling
15 90 (21.18%) Data Science
16 89 (20.94%) Google
17 82 (19.29%) Social Skills
18 70 (16.47%) Data Analysis
19 69 (16.24%) Marketing
20 66 (15.53%) Microsoft Excel
20 66 (15.53%) R
20 66 (15.53%) Data Analytics
21 61 (14.35%) Agile Software Development
22 59 (13.88%) Microsoft
22 59 (13.88%) GCP
22 59 (13.88%) Looker
23 56 (13.18%) Big Data
23 56 (13.18%) Machine Learning
24 55 (12.94%) Decision-Making

Tableau
Co-occurring IT Skills with a WFH Option 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 10 (2.35%) Apache Airflow
2 9 (2.12%) Apache Spark
2 9 (2.12%) Elasticsearch
3 4 (0.94%) CMS
4 3 (0.71%) SAS
5 2 (0.47%) Apache Pig
5 2 (0.47%) SharePoint
5 2 (0.47%) WordPress
6 1 (0.24%) Apache
6 1 (0.24%) Confluence
6 1 (0.24%) Jupyter
6 1 (0.24%) Oracle Application Server
Applications
1 66 (15.53%) Microsoft Excel
2 13 (3.06%) Microsoft PowerPoint
3 3 (0.71%) Spreadsheet
4 2 (0.47%) Microsoft Office
4 2 (0.47%) Weka
Business Applications
1 4 (0.94%) Oracle BPM
1 4 (0.94%) SAP CO
1 4 (0.94%) SAP FI
1 4 (0.94%) SAP FI/CO
2 3 (0.71%) Dynamics CRM
3 2 (0.47%) FastStats
3 2 (0.47%) WebTrends
4 1 (0.24%) Dynamics GP
4 1 (0.24%) Eikon
4 1 (0.24%) Loan IQ
4 1 (0.24%) Raiser's Edge
Cloud Services
1 216 (50.82%) Power Platform
2 102 (24.00%) AWS
3 100 (23.53%) Azure
4 59 (13.88%) GCP
5 42 (9.88%) Google Analytics
6 37 (8.71%) Snowflake
7 36 (8.47%) Google Data Studio
8 18 (4.24%) Salesforce Sales Cloud
9 16 (3.76%) Azure Data Factory
9 16 (3.76%) Google Compute Engine
10 15 (3.53%) AWS CodeCommit
11 13 (3.06%) Adobe Analytics
11 13 (3.06%) Google Sheets
12 10 (2.35%) GitHub
12 10 (2.35%) Google Tag Manager
13 7 (1.65%) Azure Synapse Analytics
13 7 (1.65%) IBM Cloud
14 6 (1.41%) PaaS
14 6 (1.41%) Serverless
15 5 (1.18%) Firebase
Communications & Networking
1 5 (1.18%) HTTP
2 2 (0.47%) LAN
2 2 (0.47%) WAN
3 1 (0.24%) SSL
3 1 (0.24%) WPA
Database & Business Intelligence
1 216 (50.82%) Power BI
2 106 (24.94%) Data Warehouse
3 59 (13.88%) Looker
4 56 (13.18%) Big Data
5 46 (10.82%) Hadoop
6 45 (10.59%) Relational Database
7 42 (9.88%) QlikView
8 40 (9.41%) SQL Server
9 37 (8.71%) Spotfire
10 36 (8.47%) Amazon Redshift
11 26 (6.12%) BigQuery
12 25 (5.88%) SQL Server Integration Services
13 24 (5.65%) PostgreSQL
14 22 (5.18%) MySQL
15 20 (4.71%) SQL Server Analysis Services
15 20 (4.71%) SQL Server Reporting Services
16 17 (4.00%) NoSQL
17 15 (3.53%) Pentaho
18 14 (3.29%) Qlik Sense
19 12 (2.82%) MongoDB
Development Applications
1 19 (4.47%) Git (software)
2 7 (1.65%) Team Foundation Server
3 5 (1.18%) JIRA
3 5 (1.18%) Xcode
4 3 (0.71%) RStudio
5 1 (0.24%) Browser DevTools
5 1 (0.24%) GitLab
5 1 (0.24%) Jasmine
5 1 (0.24%) Jenkins
5 1 (0.24%) SQL Server Management Studio (SSMS)
General
1 118 (27.76%) Finance
2 115 (27.06%) Analytical Skills
3 82 (19.29%) Social Skills
4 69 (16.24%) Marketing
5 42 (9.88%) Retail
6 31 (7.29%) Pharmaceutical
7 15 (3.53%) Manufacturing
8 12 (2.82%) Banking
8 12 (2.82%) Organisational Skills
9 11 (2.59%) Presentation Skills
10 10 (2.35%) Automotive
11 7 (1.65%) Games
12 6 (1.41%) Inclusion and Diversity
12 6 (1.41%) Law
12 6 (1.41%) Public Sector
13 5 (1.18%) Influencing Skills
13 5 (1.18%) Telecoms
14 4 (0.94%) Local Government
15 3 (0.71%) Electronics
16 2 (0.47%) Advertising
Job Titles
1 140 (32.94%) Analyst
2 98 (23.06%) Developer
3 82 (19.29%) Data Analyst
4 73 (17.18%) Data Engineer
5 54 (12.71%) Business Intelligence Analyst
6 43 (10.12%) Tableau Analyst
7 32 (7.53%) Business Intelligence Developer
8 24 (5.65%) Analytics Manager
9 23 (5.41%) SQL Developer
10 21 (4.94%) Power BI Analyst
11 19 (4.47%) Architect
11 19 (4.47%) Business Intelligence Data Analyst
11 19 (4.47%) Consultant
11 19 (4.47%) Insight Analyst
12 17 (4.00%) Solutions Architect
13 16 (3.76%) Salesforce Architect
13 16 (3.76%) Salesforce Solution Architect
14 15 (3.53%) Data Manager
15 14 (3.29%) Financial Analyst
15 14 (3.29%) Web Architect
Libraries, Frameworks & Software Standards
1 30 (7.06%) Web Services
2 23 (5.41%) REST
3 17 (4.00%) SOAP
4 16 (3.76%) JSON
4 16 (3.76%) RESTful
5 11 (2.59%) TensorFlow
5 11 (2.59%) XML
6 10 (2.35%) .NET
6 10 (2.35%) Node.js
7 9 (2.12%) DOM
7 9 (2.12%) Keras
7 9 (2.12%) Pandas
8 7 (1.65%) pytest
8 7 (1.65%) PyTorch
9 5 (1.18%) RxSwift
9 5 (1.18%) UIKit
10 4 (0.94%) Kafka
10 4 (0.94%) NumPy
11 3 (0.71%) AngularJS
11 3 (0.71%) D3.js
Miscellaneous
1 30 (7.06%) Biotechnology
2 20 (4.71%) Public Cloud
3 19 (4.47%) Management Information System
4 17 (4.00%) User Experience
5 15 (3.53%) Greenfield Project
6 13 (3.06%) Data Structures
7 10 (2.35%) Algorithms
7 10 (2.35%) FMCG
8 8 (1.88%) Mobile App
9 6 (1.41%) NHS
9 6 (1.41%) Smart Meter
10 5 (1.18%) Augmented Reality
10 5 (1.18%) Robotics
10 5 (1.18%) Self-Motivation
11 4 (0.94%) Clustering
11 4 (0.94%) Reinsurance
11 4 (0.94%) Social Media
11 4 (0.94%) Video Conferencing
12 3 (0.71%) Mainframe
13 2 (0.47%) e-Learning
Operating Systems
1 13 (3.06%) Linux
2 6 (1.41%) Windows
3 5 (1.18%) Android
3 5 (1.18%) Apple iOS
4 1 (0.24%) Windows Server
Processes & Methodologies
1 284 (66.82%) Business Intelligence
2 209 (49.18%) Analytics
3 203 (47.76%) Visualisation
4 137 (32.24%) Data Visualisation
5 113 (26.59%) ETL
6 91 (21.41%) Data Modelling
7 90 (21.18%) Data Science
8 70 (16.47%) Data Analysis
9 66 (15.53%) Data Analytics
10 61 (14.35%) Agile Software Development
11 56 (13.18%) Machine Learning
12 55 (12.94%) Decision-Making
13 54 (12.71%) Data Engineering
14 50 (11.76%) Statistics
15 48 (11.29%) Artificial Intelligence
16 43 (10.12%) Problem-Solving
17 42 (9.88%) Computer Science
18 41 (9.65%) Mathematics
19 33 (7.76%) Stakeholder Management
20 32 (7.53%) Data Pipeline
Programming Languages
1 279 (65.65%) SQL
2 117 (27.53%) Python
3 66 (15.53%) R
4 16 (3.76%) C#
4 16 (3.76%) T-SQL
5 15 (3.53%) JavaScript
6 13 (3.06%) PowerShell
7 10 (2.35%) Java
7 10 (2.35%) Ruby
8 9 (2.12%) PHP
9 8 (1.88%) C
10 7 (1.65%) Scala
11 5 (1.18%) Apple Swift
11 5 (1.18%) Bash Shell
12 4 (0.94%) C++
13 3 (0.71%) MATLAB
13 3 (0.71%) PL/SQL
14 1 (0.24%) Perl
14 1 (0.24%) Shell Script
14 1 (0.24%) VB
Qualifications
1 54 (12.71%) Degree
2 22 (5.18%) Numerate Degree
3 9 (2.12%) Analytics IQ
4 8 (1.88%) Computer Science Degree
5 4 (0.94%) Master's Degree
5 4 (0.94%) Security Cleared
6 3 (0.71%) Microsoft Certification
7 2 (0.47%) MCSE
7 2 (0.47%) SC Cleared
8 1 (0.24%) BPSS Clearance
8 1 (0.24%) CISA
8 1 (0.24%) CISSP
8 1 (0.24%) CRISC
8 1 (0.24%) ISO 27001 Lead Auditor
8 1 (0.24%) MCSA
8 1 (0.24%) PhD
8 1 (0.24%) QiCA
8 1 (0.24%) SSCP
8 1 (0.24%) Tableau Certification
Quality Assurance & Compliance
1 33 (7.76%) Data Quality
2 21 (4.94%) QA
3 10 (2.35%) GDPR
4 3 (0.71%) Actionable Recommendations
5 2 (0.47%) ISO/IEC 27001
5 2 (0.47%) SLA
6 1 (0.24%) COBIT
6 1 (0.24%) HL7
6 1 (0.24%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.24%) NIST
6 1 (0.24%) PCI DSS
6 1 (0.24%) PMO
System Software
1 9 (2.12%) Docker
Systems Management
1 10 (2.35%) Terraform
2 9 (2.12%) Kubernetes
2 9 (2.12%) Matomo
3 2 (0.47%) Kibana
4 1 (0.24%) Control-M
Vendors
1 89 (20.94%) Google
2 59 (13.88%) Microsoft
3 39 (9.18%) Salesforce.com
4 38 (8.94%) Oracle
5 24 (5.65%) SAP
6 18 (4.24%) Adobe
6 18 (4.24%) MuleSoft
6 18 (4.24%) Salesforce Marketing Cloud
7 17 (4.00%) Informatica
7 17 (4.00%) Teradata
8 16 (3.76%) Alteryx
9 15 (3.53%) Databricks
10 10 (2.35%) IBM
11 9 (2.12%) Birst
11 9 (2.12%) IFS
11 9 (2.12%) Infor
11 9 (2.12%) Snowplow
12 4 (0.94%) Hyperion
12 4 (0.94%) PeopleSoft
13 3 (0.71%) MicroStrategy