Period
to 22 February 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 22 February 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
22 Feb 2018
Same period 2017 Same period 2016
Rank 103 114 121
Rank change year-on-year +11 +7 +30
Permanent jobs citing Tableau 43 22 25
As % of all permanent IT jobs advertised in Edinburgh 1.60% 1.00% 0.91%
As % of the Vendors category 4.63% 2.40% 2.25%
Number of salaries quoted 33 19 27
Edinburgh median annual salary £45,000 £40,000 £55,000
Median salary % change year-on-year +12.50% -27.27% +10.00%
10th Percentile £37,750 £36,750 £37,500
90th Percentile £70,000 £73,000 £65,000
Scotland median annual salary £50,000 £40,000 £55,000
% change year-on-year +25.00% -27.27% +18.92%

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 929 916 1,112
As % of all permanent IT jobs advertised in Edinburgh 34.55% 41.73% 40.30%
Number of salaries quoted 601 609 708
Edinburgh median annual salary £42,500 £42,500 £43,000
Median salary % change year-on-year - -1.16% +7.50%
10th Percentile £28,250 £28,250 £27,000
90th Percentile £67,500 £72,750 £66,500
Scotland median annual salary £45,000 £41,241 £40,000
% change year-on-year +9.12% +3.10% -

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 22 February 2018.

Salary histogram for Tableau in Edinburgh

For the 6 months to 22 February 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 35 (81.40%) Business Intelligence
2 28 (65.12%) ETL
3 25 (58.14%) SQL Server
4 24 (55.81%) SQL
5 23 (53.49%) SQL Server Integration Services
6 20 (46.51%) Microsoft
7 19 (44.19%) Finance
8 18 (41.86%) SQL Server Reporting Services
9 17 (39.53%) T-SQL
10 14 (32.56%) Visualisation
10 14 (32.56%) SAS
10 14 (32.56%) Power BI
11 12 (27.91%) Oracle
11 12 (27.91%) QlikView
12 11 (25.58%) Data Analysis
12 11 (25.58%) Data Modelling
13 10 (23.26%) Project Management
13 10 (23.26%) Integration Testing
13 10 (23.26%) Team Foundation Server
13 10 (23.26%) SQL Server 2012
13 10 (23.26%) System Integration Testing
14 9 (20.93%) Data Warehouse
15 8 (18.60%) Big Data
15 8 (18.60%) Analytics
16 7 (16.28%) Credit Risk
17 6 (13.95%) Customer Insight
17 6 (13.95%) Banking
17 6 (13.95%) Analytical Skills
17 6 (13.95%) Relational Database
18 5 (11.63%) Dashboard Development

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 14 (32.56%) SAS
2 1 (2.33%) Apache Spark
2 1 (2.33%) SharePoint
Applications
1 2 (4.65%) Microsoft Office
2 1 (2.33%) Microsoft Excel
2 1 (2.33%) SPSS
Business Applications
1 2 (4.65%) Dynamics AX
Cloud Services
1 2 (4.65%) Microsoft Azure
2 1 (2.33%) Amazon AWS
2 1 (2.33%) Cortana Intelligence Suite
Database & Business Intelligence
1 25 (58.14%) SQL Server
2 23 (53.49%) SQL Server Integration Services
3 18 (41.86%) SQL Server Reporting Services
4 14 (32.56%) Power BI
5 12 (27.91%) QlikView
6 10 (23.26%) SQL Server 2012
7 9 (20.93%) Data Warehouse
8 8 (18.60%) Big Data
9 6 (13.95%) Relational Database
10 5 (11.63%) Base SAS
10 5 (11.63%) SAS Enterprise Guide
11 2 (4.65%) BusinessObjects
11 2 (4.65%) Hadoop
11 2 (4.65%) OLAP
11 2 (4.65%) OLTP
11 2 (4.65%) Oracle Database
11 2 (4.65%) PowerPivot
12 1 (2.33%) HBase
12 1 (2.33%) Neo4j
12 1 (2.33%) RDBMS
Development Applications
1 10 (23.26%) Team Foundation Server
General
1 19 (44.19%) Finance
2 6 (13.95%) Banking
3 2 (4.65%) Marketing
4 1 (2.33%) Financial Institution
4 1 (2.33%) Games
Job Titles
1 18 (41.86%) Analyst
2 17 (39.53%) Business Intelligence Developer
2 17 (39.53%) Data Analyst
2 17 (39.53%) Developer
3 14 (32.56%) SSIS Developer
4 12 (27.91%) SQL BI Developer
4 12 (27.91%) SQL Developer
5 10 (23.26%) SQL Server BI Developer
5 10 (23.26%) SQL Server Developer
6 6 (13.95%) SAS Analyst
6 6 (13.95%) SAS Data Analyst
6 6 (13.95%) Senior Analyst
6 6 (13.95%) Senior Data Analyst
6 6 (13.95%) Senior SAS Analyst
6 6 (13.95%) SSRS Developer
7 4 (9.30%) Data Warehouse Developer
7 4 (9.30%) Power BI Developer
8 3 (6.98%) Data Engineer
9 2 (4.65%) Business Developer
9 2 (4.65%) ERP Developer
Libraries, Frameworks & Software Standards
1 4 (9.30%) D3.js
2 3 (6.98%) FusionCharts
2 3 (6.98%) Google Maps API
2 3 (6.98%) Leaflet
2 3 (6.98%) OpenLayers
3 2 (4.65%) MDX
4 1 (2.33%) .NET
4 1 (2.33%) Natural Language Processing
Miscellaneous
1 7 (16.28%) Credit Risk
2 6 (13.95%) Analytical Skills
3 2 (4.65%) Computer Science
4 1 (2.33%) Greenfield Project
4 1 (2.33%) Management Information System
Processes & Methodologies
1 35 (81.40%) Business Intelligence
2 28 (65.12%) ETL
3 14 (32.56%) Visualisation
4 11 (25.58%) Data Analysis
4 11 (25.58%) Data Modelling
5 10 (23.26%) Integration Testing
5 10 (23.26%) Project Management
5 10 (23.26%) System Integration Testing
6 8 (18.60%) Analytics
7 6 (13.95%) Customer Insight
8 5 (11.63%) Dashboard Development
8 5 (11.63%) Data Visualisation
8 5 (11.63%) Open Source
9 3 (6.98%) Business Analysis
9 3 (6.98%) Data Governance
9 3 (6.98%) Data Science
9 3 (6.98%) Machine Learning
9 3 (6.98%) Mathematics
9 3 (6.98%) Visual Analytics
10 2 (4.65%) Data Analytics
Programming Languages
1 24 (55.81%) SQL
2 17 (39.53%) T-SQL
3 4 (9.30%) Python
3 4 (9.30%) VBA
4 3 (6.98%) JavaScript
4 3 (6.98%) R
5 2 (4.65%) MATLAB
6 1 (2.33%) C
6 1 (2.33%) C#
6 1 (2.33%) C++
6 1 (2.33%) Java
6 1 (2.33%) VB
Qualifications
1 5 (11.63%) Degree
2 1 (2.33%) Numerate Degree
2 1 (2.33%) Security Cleared
Quality Assurance & Compliance
1 1 (2.33%) Data Quality
1 1 (2.33%) Dodd-Frank
1 1 (2.33%) EMIR
1 1 (2.33%) FATCA
1 1 (2.33%) GDPR
1 1 (2.33%) MiFID
1 1 (2.33%) Solvency II
Systems Management
1 3 (6.98%) Grafana
Vendors
1 20 (46.51%) Microsoft
2 12 (27.91%) Oracle
3 5 (11.63%) Informatica
3 5 (11.63%) Talend
4 4 (9.30%) Google
5 2 (4.65%) Apple
6 1 (2.33%) Capita
6 1 (2.33%) Facebook
6 1 (2.33%) IBM
6 1 (2.33%) Minitab
6 1 (2.33%) Pega
6 1 (2.33%) SAP
6 1 (2.33%) Twitter
6 1 (2.33%) Vertica