Period
to 25 May 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 25 May 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
25 May 2018
Same period 2017 Same period 2016
Rank 121 94 114
Rank change year-on-year -27 +20 +29
Permanent jobs citing Tableau 23 42 34
As % of all permanent IT jobs advertised in Edinburgh 0.87% 1.91% 1.36%
As % of the Vendors category 2.49% 4.83% 3.41%
Number of salaries quoted 17 29 39
Edinburgh median annual salary £60,000 £40,000 £55,000
Median salary % change year-on-year +50.00% -27.27% +104.29%
10th Percentile £37,500 £37,500 £41,626
90th Percentile £80,500 £78,000 £72,500
Scotland median annual salary £44,000 £40,000 £55,000
% change year-on-year +10.00% -27.27% +58.45%

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 922 870 996
As % of all permanent IT jobs advertised in Edinburgh 34.96% 39.55% 39.79%
Number of salaries quoted 602 571 592
Edinburgh median annual salary £44,750 £42,500 £45,000
Median salary % change year-on-year +5.29% -5.56% +12.50%
10th Percentile £27,500 £27,500 £26,750
90th Percentile £69,375 £73,750 £67,950
Scotland median annual salary £45,000 £42,000 £42,500
% change year-on-year +7.14% -1.18% +2.41%

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 25 May 2018.

Salary histogram for Tableau in Edinburgh

For the 6 months to 25 May 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 19 (82.61%) SQL
2 16 (69.57%) Business Intelligence
3 14 (60.87%) SQL Server Integration Services
4 13 (56.52%) SQL Server
5 11 (47.83%) ETL
5 11 (47.83%) Finance
6 10 (43.48%) SAS
6 10 (43.48%) Data Modelling
6 10 (43.48%) Analytics
6 10 (43.48%) Analytical Skills
7 9 (39.13%) Oracle
7 9 (39.13%) Problem-Solving
8 8 (34.78%) Visualisation
9 7 (30.43%) Mathematics
9 7 (30.43%) Dashboard Development
9 7 (30.43%) Data Quality
9 7 (30.43%) T-SQL
9 7 (30.43%) SQL Server Reporting Services
10 6 (26.09%) Statistics
10 6 (26.09%) Banking
10 6 (26.09%) Python
10 6 (26.09%) Microsoft
10 6 (26.09%) Informatica
10 6 (26.09%) Data Visualisation
10 6 (26.09%) Machine Learning
10 6 (26.09%) Talend
10 6 (26.09%) Relational Database
10 6 (26.09%) Open Source
10 6 (26.09%) Power BI
11 5 (21.74%) Data Science

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 10 (43.48%) SAS
2 1 (4.35%) Apache Spark
Business Applications
1 2 (8.70%) Dynamics AX
Cloud Services
1 2 (8.70%) Google Analytics
2 1 (4.35%) Amazon AWS
2 1 (4.35%) Cortana Intelligence Suite
2 1 (4.35%) Google Cloud Platform
2 1 (4.35%) Microsoft Azure
Database & Business Intelligence
1 14 (60.87%) SQL Server Integration Services
2 13 (56.52%) SQL Server
3 7 (30.43%) SQL Server Reporting Services
4 6 (26.09%) Power BI
4 6 (26.09%) Relational Database
5 4 (17.39%) Data Warehouse
5 4 (17.39%) QlikView
5 4 (17.39%) SQL Server 2014
6 3 (13.04%) SQL Server 2012
6 3 (13.04%) SQL Server Analysis Services
7 2 (8.70%) Big Data
7 2 (8.70%) OLAP
7 2 (8.70%) OLTP
7 2 (8.70%) PowerPivot
8 1 (4.35%) BigQuery
8 1 (4.35%) BusinessObjects
8 1 (4.35%) Data Mining
8 1 (4.35%) HBase
8 1 (4.35%) Neo4j
8 1 (4.35%) Oracle Database
Development Applications
1 3 (13.04%) Team Foundation Server
2 2 (8.70%) Visual Studio
General
1 11 (47.83%) Finance
2 6 (26.09%) Banking
3 4 (17.39%) Private Banking
3 4 (17.39%) Retail
4 1 (4.35%) Marketing
Job Titles
1 11 (47.83%) Analyst
1 11 (47.83%) Data Analyst
2 6 (26.09%) Developer
3 3 (13.04%) Business Intelligence Developer
4 2 (8.70%) Consultant
4 2 (8.70%) Data Manager
4 2 (8.70%) Data Science Developer
4 2 (8.70%) Data Science Leader
4 2 (8.70%) Data Science Manager
4 2 (8.70%) Lead Developer
4 2 (8.70%) Report Writer
5 1 (4.35%) Analytics Consultant
5 1 (4.35%) Asset Management Analyst
5 1 (4.35%) Compliance Consultant
5 1 (4.35%) Data Scientist
5 1 (4.35%) SAS Data Analyst
5 1 (4.35%) SQL Server BI Developer
5 1 (4.35%) SSIS Developer
5 1 (4.35%) SSRS Developer
5 1 (4.35%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 2 (8.70%) .NET
1 2 (8.70%) MDX
2 1 (4.35%) D3.js
2 1 (4.35%) Natural Language Processing
Miscellaneous
1 10 (43.48%) Analytical Skills
2 2 (8.70%) Credit Risk
3 1 (4.35%) Computer Science
3 1 (4.35%) Enterprise Software
Processes & Methodologies
1 16 (69.57%) Business Intelligence
2 11 (47.83%) ETL
3 10 (43.48%) Analytics
3 10 (43.48%) Data Modelling
4 9 (39.13%) Problem-Solving
5 8 (34.78%) Visualisation
6 7 (30.43%) Dashboard Development
6 7 (30.43%) Mathematics
7 6 (26.09%) Data Visualisation
7 6 (26.09%) Machine Learning
7 6 (26.09%) Open Source
7 6 (26.09%) Statistics
8 5 (21.74%) Data Analytics
8 5 (21.74%) Data Science
9 4 (17.39%) Behavioural Analytics
9 4 (17.39%) Decision-Making
9 4 (17.39%) Mentoring
9 4 (17.39%) Predictive Modelling
9 4 (17.39%) Prototyping
9 4 (17.39%) Regulatory Compliance
Programming Languages
1 19 (82.61%) SQL
2 7 (30.43%) T-SQL
3 6 (26.09%) Python
4 5 (21.74%) R
5 4 (17.39%) C#
6 3 (13.04%) VBA
7 2 (8.70%) C
7 2 (8.70%) C++
7 2 (8.70%) Java
7 2 (8.70%) VB
Qualifications
1 4 (17.39%) PhD
2 1 (4.35%) Security Cleared
Quality Assurance & Compliance
1 7 (30.43%) Data Quality
2 4 (17.39%) QA
3 1 (4.35%) Dodd-Frank
3 1 (4.35%) EMIR
3 1 (4.35%) FATCA
3 1 (4.35%) MiFID
3 1 (4.35%) Solvency II
Vendors
1 9 (39.13%) Oracle
2 6 (26.09%) Informatica
2 6 (26.09%) Microsoft
2 6 (26.09%) Talend
3 3 (13.04%) Google
4 2 (8.70%) Pega
4 2 (8.70%) SAP
5 1 (4.35%) Apple
5 1 (4.35%) Capita
5 1 (4.35%) IBM