Period
to 21 August 2018

The table below provides summary statistics for permanent job vacancies advertised in Edinburgh 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 21 August 2018 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
Scotland > Edinburgh
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 132 83 127
Rank change year-on-year -49 +44 +22
Permanent jobs citing Tableau 19 60 24
As % of all permanent IT jobs advertised in Edinburgh 0.75% 2.37% 0.96%
As % of the Vendors category 2.03% 5.86% 2.42%
Number of salaries quoted 14 41 18
Edinburgh median annual salary £52,500 £45,000 £52,500
Median salary % change year-on-year +16.67% -14.29% +16.67%
10th Percentile £37,500 £35,000 £42,500
90th Percentile £72,500 £81,250 £72,500
Scotland median annual salary £45,000 £45,000 £52,500
% change year-on-year - -14.29% +16.67%

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 advertised in Edinburgh.

All Vendors
Edinburgh
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 937 1,024 992
As % of all permanent IT jobs advertised in Edinburgh 36.88% 40.43% 39.66%
Number of salaries quoted 599 598 570
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +5.88%
10th Percentile £27,700 £27,500 £27,500
90th Percentile £75,000 £72,500 £72,500
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

Tableau
Job Vacancy Trend in Edinburgh

Job postings citing Tableau as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Tableau in Edinburgh

Tableau
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Tableau in Edinburgh.

Salary trend for Tableau in Edinburgh

Tableau
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Tableau in Edinburgh over the 6 months to 21 August 2018.

Salary histogram for Tableau in Edinburgh

For the 6 months to 21 August 2018, 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 across the Edinburgh region with a requirement for Tableau.

1 15 (78.95%) SQL
2 14 (73.68%) Finance
3 11 (57.89%) Business Intelligence
3 11 (57.89%) Visualisation
3 11 (57.89%) Analytics
4 9 (47.37%) Data Visualisation
4 9 (47.37%) Analytical Skills
4 9 (47.37%) Data Science
5 8 (42.11%) Machine Learning
5 8 (42.11%) Data Modelling
5 8 (42.11%) SQL Server Integration Services
6 7 (36.84%) Python
6 7 (36.84%) R
6 7 (36.84%) Problem-Solving
7 6 (31.58%) Dashboard Development
7 6 (31.58%) Predictive Modelling
7 6 (31.58%) Data Quality
7 6 (31.58%) SQL Server
7 6 (31.58%) Statistics
7 6 (31.58%) Data Management
7 6 (31.58%) Statistical Analysis
7 6 (31.58%) Mathematics
8 5 (26.32%) QlikView
8 5 (26.32%) Banking
8 5 (26.32%) SQL Server Reporting Services
8 5 (26.32%) Data Analytics
8 5 (26.32%) SQL Server Analysis Services
8 5 (26.32%) Mentoring
8 5 (26.32%) Decision-Making
9 4 (21.05%) Prototyping

Tableau
Co-occurring IT Skills in Edinburgh 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 4 (21.05%) SAS
Applications
1 2 (10.53%) SPSS
Cloud Services
1 2 (10.53%) Google Analytics
2 1 (5.26%) Google Cloud Platform
2 1 (5.26%) SaaS
Database & Business Intelligence
1 8 (42.11%) SQL Server Integration Services
2 6 (31.58%) SQL Server
3 5 (26.32%) QlikView
3 5 (26.32%) SQL Server Analysis Services
3 5 (26.32%) SQL Server Reporting Services
4 4 (21.05%) Data Warehouse
5 3 (15.79%) Power BI
5 3 (15.79%) Qlik Sense
5 3 (15.79%) SQL Server 2014
6 2 (10.53%) Data Mining
6 2 (10.53%) SQL Server 2012
7 1 (5.26%) BigQuery
7 1 (5.26%) Looker
7 1 (5.26%) OLAP
7 1 (5.26%) PostgreSQL
7 1 (5.26%) Relational Database
7 1 (5.26%) Spotfire
Development Applications
1 2 (10.53%) Team Foundation Server
1 2 (10.53%) Visual Studio
General
1 14 (73.68%) Finance
2 5 (26.32%) Banking
3 4 (21.05%) Marketing
3 4 (21.05%) Private Banking
3 4 (21.05%) Retail
Job Titles
1 6 (31.58%) Developer
2 4 (21.05%) Consultant
2 4 (21.05%) Data Scientist
3 3 (15.79%) Analyst
4 2 (10.53%) Business Intelligence Developer
4 2 (10.53%) Data Analyst
4 2 (10.53%) Data Manager
4 2 (10.53%) Data Science Developer
4 2 (10.53%) Data Science Leader
4 2 (10.53%) Data Science Manager
4 2 (10.53%) Lead Developer
4 2 (10.53%) QlikView Consultant
4 2 (10.53%) Senior Data Scientist
5 1 (5.26%) Analyst Developer
5 1 (5.26%) Analytics Consultant
5 1 (5.26%) Business Intelligence Analyst
5 1 (5.26%) Compliance Consultant
5 1 (5.26%) Data Engineer
5 1 (5.26%) QlikView Developer
5 1 (5.26%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 1 (5.26%) .NET
1 1 (5.26%) CSS
1 1 (5.26%) D3.js
1 1 (5.26%) HTML
1 1 (5.26%) Natural Language Processing
Miscellaneous
1 9 (47.37%) Analytical Skills
2 2 (10.53%) Fintech
2 2 (10.53%) Self-Motivation
2 2 (10.53%) User Experience
3 1 (5.26%) Enterprise Software
Processes & Methodologies
1 11 (57.89%) Analytics
1 11 (57.89%) Business Intelligence
1 11 (57.89%) Visualisation
2 9 (47.37%) Data Science
2 9 (47.37%) Data Visualisation
3 8 (42.11%) Data Modelling
3 8 (42.11%) Machine Learning
4 7 (36.84%) Problem-Solving
5 6 (31.58%) Dashboard Development
5 6 (31.58%) Data Management
5 6 (31.58%) Mathematics
5 6 (31.58%) Predictive Modelling
5 6 (31.58%) Statistical Analysis
5 6 (31.58%) Statistics
6 5 (26.32%) Data Analytics
6 5 (26.32%) Decision-Making
6 5 (26.32%) Mentoring
7 4 (21.05%) Behavioural Analytics
7 4 (21.05%) Prototyping
7 4 (21.05%) Regulatory Compliance
Programming Languages
1 15 (78.95%) SQL
2 7 (36.84%) Python
2 7 (36.84%) R
3 3 (15.79%) C#
3 3 (15.79%) T-SQL
4 2 (10.53%) Java
4 2 (10.53%) MATLAB
5 1 (5.26%) C
5 1 (5.26%) C++
5 1 (5.26%) JavaScript
5 1 (5.26%) VB
5 1 (5.26%) VBA
Qualifications
1 4 (21.05%) PhD
2 1 (5.26%) Degree
2 1 (5.26%) Numerate Degree
Quality Assurance & Compliance
1 6 (31.58%) Data Quality
2 4 (21.05%) QA
Vendors
1 3 (15.79%) Microsoft
1 3 (15.79%) Oracle
2 2 (10.53%) Google
3 1 (5.26%) Informatica
3 1 (5.26%) Pega
3 1 (5.26%) SAP
3 1 (5.26%) Talend
3 1 (5.26%) Teradata