Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

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 20 May 2022 with a comparison to the same period in the previous 2 years.

Tableau
UK > Work from Home
6 months to
20 May 2022		 Same period 2021 Same period 2020
Rank 236 247 178
Rank change year-on-year +11 -69 +58
Permanent jobs citing Tableau 1,116 389 154
As % of all permanent jobs with a WFH option 1.57% 1.25% 1.65%
As % of the Database & Business Intelligence category 5.35% 4.28% 5.80%
Number of salaries quoted 563 334 84
10th Percentile £36,250 £33,250 £40,000
25th Percentile £45,000 £38,813 £46,250
Median annual salary (50th Percentile) £57,500 £50,000 £57,361
Median % change year-on-year +15.00% -12.83% -1.10%
75th Percentile £75,000 £63,750 £90,000
90th Percentile £85,000 £77,500 £92,125
UK median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +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 20,853 9,080 2,655
As % of all permanent jobs with a WFH option 29.26% 29.24% 28.45%
Number of salaries quoted 10,960 7,467 2,237
10th Percentile £36,250 £32,500 £35,000
25th Percentile £45,000 £40,500 £42,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £78,750 £72,500 £71,250
90th Percentile £93,750 £85,000 £85,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +3.96%

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 20 May 2022.

Tableau salary histogram for jobs with a WFH option

For the 6 months to 20 May 2022, Tableau job roles required the following 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.

1 808 (72.40%) SQL
2 678 (60.75%) Business Intelligence
3 665 (59.59%) Analytics
4 594 (53.23%) Power BI
4 594 (53.23%) Power Platform
5 542 (48.57%) Visualisation
6 475 (42.56%) Python
7 453 (40.59%) Analytical Skills
8 407 (36.47%) Social Skills
9 383 (34.32%) Data Visualisation
10 382 (34.23%) Data Warehouse
11 332 (29.75%) Finance
12 301 (26.97%) Data Science
13 276 (24.73%) Azure
14 273 (24.46%) Agile
15 263 (23.57%) ETL
16 259 (23.21%) Data Modelling
17 253 (22.67%) Data Analysis
18 249 (22.31%) AWS
19 245 (21.95%) R
20 237 (21.24%) Data Analytics
21 222 (19.89%) Marketing
22 202 (18.10%) Degree
23 183 (16.40%) Microsoft Excel
23 183 (16.40%) Google
24 180 (16.13%) Decision-Making
25 178 (15.95%) Problem-Solving
26 173 (15.50%) Data Engineering
27 167 (14.96%) SQL Server
28 162 (14.52%) Data Pipeline

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 81 (7.26%) SAS
2 44 (3.94%) Apache Airflow
3 36 (3.23%) Apache Spark
4 19 (1.70%) Apache
5 17 (1.52%) SharePoint
6 7 (0.63%) Elasticsearch
7 4 (0.36%) Apache Pig
7 4 (0.36%) Confluence
8 2 (0.18%) CMS
8 2 (0.18%) Solana
8 2 (0.18%) WordPress
9 1 (0.090%) MS Project Server
9 1 (0.090%) Oracle SOA Suite
9 1 (0.090%) SharePoint 2013
Applications
1 183 (16.40%) Microsoft Excel
2 40 (3.58%) SPSS
3 28 (2.51%) Microsoft Office
4 27 (2.42%) Microsoft PowerPoint
5 12 (1.08%) MS Visio
6 5 (0.45%) Microsoft Project
6 5 (0.45%) Spreadsheet
7 3 (0.27%) Stata
8 1 (0.090%) Gephi
8 1 (0.090%) Sketch
Business Applications
1 6 (0.54%) FastStats
2 4 (0.36%) Loan IQ
3 2 (0.18%) Dynamics CRM
3 2 (0.18%) Eikon
4 1 (0.090%) Oracle SCM
4 1 (0.090%) ResourceLink
4 1 (0.090%) SessionCam
4 1 (0.090%) SimCorp Dimension
Cloud Services
1 594 (53.23%) Power Platform
2 276 (24.73%) Azure
3 249 (22.31%) AWS
4 156 (13.98%) GCP
5 104 (9.32%) Snowflake
6 95 (8.51%) Google Analytics
7 48 (4.30%) Azure Data Factory
7 48 (4.30%) SaaS
8 46 (4.12%) Google Data Studio
9 37 (3.32%) Amazon S3
10 32 (2.87%) Azure Synapse Analytics
11 25 (2.24%) dbt
12 19 (1.70%) Adobe Analytics
12 19 (1.70%) Matillion
13 18 (1.61%) Azure Cosmos DB
14 17 (1.52%) Google Sheets
15 16 (1.43%) Google Tag Manager
16 14 (1.25%) Cloud Composer
17 13 (1.16%) AWS Data Pipeline
17 13 (1.16%) Cloud Computing
Communications & Networking
1 16 (1.43%) Broadband
2 9 (0.81%) Skype
3 6 (0.54%) Internet
4 4 (0.36%) Intranet
5 2 (0.18%) LAN
5 2 (0.18%) Network Security
5 2 (0.18%) SSL
5 2 (0.18%) WAN
6 1 (0.090%) HTTP
6 1 (0.090%) SSH
6 1 (0.090%) Unified Communications
Database & Business Intelligence
1 594 (53.23%) Power BI
2 382 (34.23%) Data Warehouse
3 167 (14.96%) SQL Server
4 156 (13.98%) Looker
5 124 (11.11%) Amazon Redshift
6 116 (10.39%) Data Lake
7 111 (9.95%) Big Data
8 107 (9.59%) QlikView
9 103 (9.23%) SQL Server Reporting Services
10 98 (8.78%) BigQuery
11 89 (7.97%) Relational Database
12 85 (7.62%) SQL Server Integration Services
13 82 (7.35%) PostgreSQL
14 76 (6.81%) MySQL
15 55 (4.93%) SQL Server Analysis Services
16 50 (4.48%) Hadoop
17 44 (3.94%) Qlik Sense
18 42 (3.76%) NoSQL
19 37 (3.32%) BusinessObjects
19 37 (3.32%) RDBMS
Development Applications
1 49 (4.39%) Git (software)
2 44 (3.94%) JIRA
3 31 (2.78%) GitLab
4 16 (1.43%) Jenkins
4 16 (1.43%) Visual Studio
5 13 (1.16%) SQL Server Management Studio (SSMS)
6 10 (0.90%) Jasmine
6 10 (0.90%) Team Foundation Server
7 8 (0.72%) ERwin
8 7 (0.63%) ER Studio
9 4 (0.36%) Eclipse
9 4 (0.36%) Postman
9 4 (0.36%) SoapUI
9 4 (0.36%) Visual Studio Code
10 3 (0.27%) Bitbucket
10 3 (0.27%) PowerDesigner
11 2 (0.18%) Visual Studio Team System
12 1 (0.090%) Axure RP
12 1 (0.090%) Mercurial
12 1 (0.090%) Selenium
General
1 453 (40.59%) Analytical Skills
2 407 (36.47%) Social Skills
3 332 (29.75%) Finance
4 222 (19.89%) Marketing
5 100 (8.96%) Retail
6 67 (6.00%) Banking
7 66 (5.91%) Presentation Skills
8 63 (5.65%) Games
9 56 (5.02%) Inclusion and Diversity
10 50 (4.48%) Public Sector
11 49 (4.39%) Publishing
12 39 (3.49%) Manufacturing
13 34 (3.05%) Legal
14 29 (2.60%) Telecoms
15 27 (2.42%) Automotive
16 25 (2.24%) Advertising
17 24 (2.15%) Esports
18 19 (1.70%) Influencing Skills
18 19 (1.70%) Organisational Skills
19 15 (1.34%) Pharmaceutical
Job Titles
1 393 (35.22%) Analyst
2 193 (17.29%) Data Engineer
3 190 (17.03%) Data Analyst
4 159 (14.25%) Developer
5 104 (9.32%) Senior Analyst
6 78 (6.99%) Business Intelligence Developer
7 52 (4.66%) Product Analyst
8 50 (4.48%) Senior Data Engineer
9 47 (4.21%) Business Intelligence Analyst
9 47 (4.21%) Product Manager
10 44 (3.94%) Data Scientist
11 43 (3.85%) Consultant
12 42 (3.76%) Customer Analyst
13 38 (3.41%) Data Manager
14 36 (3.23%) Product Owner
15 33 (2.96%) Data Consultant
16 31 (2.78%) Senior Data Analyst
17 30 (2.69%) Architect
17 30 (2.69%) Business Developer
18 27 (2.42%) Tableau Analyst
Libraries, Frameworks & Software Standards
1 47 (4.21%) XML
2 40 (3.58%) .NET
3 37 (3.32%) JSON
4 34 (3.05%) Kafka
4 34 (3.05%) PySpark
5 24 (2.15%) Pandas
6 17 (1.52%) NumPy
7 16 (1.43%) REST
7 16 (1.43%) scikit-learn
8 15 (1.34%) AngularJS
8 15 (1.34%) SOAP
9 14 (1.25%) RabbitMQ
10 12 (1.08%) ARM Templates
10 12 (1.08%) ASP.NET Web API
10 12 (1.08%) TensorFlow
11 11 (0.99%) Shiny
12 10 (0.90%) MDX
12 10 (0.90%) Parsley
12 10 (0.90%) Twitter Bootstrap
12 10 (0.90%) YAML
Miscellaneous
1 49 (4.39%) Algorithms
1 49 (4.39%) User Experience
2 41 (3.67%) Self-Motivation
3 36 (3.23%) NHS
4 34 (3.05%) Greenfield Project
5 33 (2.96%) Data Structures
6 24 (2.15%) Online Games
6 24 (2.15%) Sports Betting
7 17 (1.52%) Cloud Native
8 15 (1.34%) Public Cloud
9 13 (1.16%) BBC
9 13 (1.16%) Legacy Systems
10 11 (0.99%) Credit Risk
10 11 (0.99%) Enterprise Software
10 11 (0.99%) Life Science
11 10 (0.90%) IoT
11 10 (0.90%) Mobile App
12 8 (0.72%) Biotechnology
12 8 (0.72%) Virtual Team
13 7 (0.63%) Augmented Reality
Operating Systems
1 54 (4.84%) Windows
2 51 (4.57%) Linux
3 3 (0.27%) Apple iOS
3 3 (0.27%) Unix
4 1 (0.090%) Android
Processes & Methodologies
1 678 (60.75%) Business Intelligence
2 665 (59.59%) Analytics
3 542 (48.57%) Visualisation
4 383 (34.32%) Data Visualisation
5 301 (26.97%) Data Science
6 273 (24.46%) Agile
7 263 (23.57%) ETL
8 259 (23.21%) Data Modelling
9 253 (22.67%) Data Analysis
10 237 (21.24%) Data Analytics
11 180 (16.13%) Decision-Making
12 178 (15.95%) Problem-Solving
13 173 (15.50%) Data Engineering
14 162 (14.52%) Data Pipeline
15 161 (14.43%) Actionable Insight
16 158 (14.16%) Dashboard Development
17 126 (11.29%) DevOps
18 116 (10.39%) Machine Learning
19 115 (10.30%) Coaching
20 105 (9.41%) Software Engineering
Programming Languages
1 808 (72.40%) SQL
2 475 (42.56%) Python
3 245 (21.95%) R
4 61 (5.47%) T-SQL
5 53 (4.75%) C#
6 48 (4.30%) Java
7 40 (3.58%) VBA
8 34 (3.05%) Bash
9 30 (2.69%) JavaScript
10 26 (2.33%) Ruby
11 24 (2.15%) C++
12 23 (2.06%) Scala
13 19 (1.70%) PowerShell
14 13 (1.16%) Go
15 10 (0.90%) Data Analysis Expressions (DAX)
15 10 (0.90%) PL/SQL
16 9 (0.81%) MATLAB
17 6 (0.54%) Julia
18 5 (0.45%) Rust
18 5 (0.45%) VB
Qualifications
1 202 (18.10%) Degree
2 32 (2.87%) Master's Degree
3 24 (2.15%) Numerate Degree
4 13 (1.16%) Computer Science Degree
5 10 (0.90%) BPSS Clearance
6 8 (0.72%) CISA
7 6 (0.54%) ISACA
7 6 (0.54%) Tableau Certification
8 5 (0.45%) PhD
8 5 (0.45%) Security Cleared
9 3 (0.27%) AWS Certification
9 3 (0.27%) ITIL Foundation Certificate
9 3 (0.27%) PMP
10 2 (0.18%) CRISC
10 2 (0.18%) SC Cleared
11 1 (0.090%) APMP
11 1 (0.090%) CBAP
11 1 (0.090%) CISSP
11 1 (0.090%) DV Cleared
11 1 (0.090%) PMI Certification
Quality Assurance & Compliance
1 101 (9.05%) Data Quality
2 60 (5.38%) QA
3 47 (4.21%) GDPR
4 11 (0.99%) Accessibility
4 11 (0.99%) Actionable Recommendations
4 11 (0.99%) ISO/IEC 27001
5 9 (0.81%) Sarbanes-Oxley
6 8 (0.72%) 21 CFR Part 11
7 6 (0.54%) HIPAA
7 6 (0.54%) ITGC
7 6 (0.54%) SOC 2
8 2 (0.18%) Good Clinical Practice
8 2 (0.18%) ISAE 3402
8 2 (0.18%) SSAE 16
9 1 (0.090%) CDISC
9 1 (0.090%) HL7
9 1 (0.090%) NCSC
9 1 (0.090%) PMO
9 1 (0.090%) SLA
System Software
1 21 (1.88%) Docker
2 4 (0.36%) Apache Flume
Systems Management
1 66 (5.91%) Terraform
2 16 (1.43%) Kubernetes
3 6 (0.54%) Ansible
4 5 (0.45%) Control-M
5 2 (0.18%) Kibana
5 2 (0.18%) Puppet
6 1 (0.090%) Hadoop YARN
6 1 (0.090%) Opscode Chef
Vendors
1 183 (16.40%) Google
2 136 (12.19%) Microsoft
3 103 (9.23%) Oracle
4 78 (6.99%) Alteryx
5 62 (5.56%) Databricks
6 44 (3.94%) Salesforce.com
7 43 (3.85%) Cognos
8 38 (3.41%) Teradata
9 36 (3.23%) SAP
10 33 (2.96%) Informatica
11 22 (1.97%) Adobe
12 21 (1.88%) Apple
13 20 (1.79%) Amplitude
14 18 (1.61%) Salesforce Marketing Cloud
15 15 (1.34%) MicroStrategy
15 15 (1.34%) Talend
16 9 (0.81%) WorldPay
17 6 (0.54%) Alterian
18 5 (0.45%) ServiceNow
19 4 (0.36%) Birst