Period
to 20 November 2017

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 20 November 2017 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
20 Nov 2017
Same period 2016 Same period 2015
Rank 87 118 156
Rank change year-on-year +31 +38 -2
Permanent jobs citing Tableau 62 20 8
As % of all permanent IT jobs advertised in Edinburgh 2.29% 0.87% 0.26%
As % of the Vendors category 5.89% 2.10% 0.68%
Number of salaries quoted 47 10 10
Edinburgh median annual salary £45,000 £65,000 £45,000
Median salary % change year-on-year -30.77% +44.44% +20.00%
10th Percentile £35,000 £38,068 £38,400
90th Percentile £70,500 £75,125 £48,243
Scotland median annual salary £45,000 £65,000 £45,000
% change year-on-year -30.77% +44.44% +2.27%

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 1052 954 1178
As % of all permanent IT jobs advertised in Edinburgh 38.88% 41.73% 38.48%
Number of salaries quoted 617 604 761
Edinburgh median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £27,500 £29,295 £27,000
90th Percentile £66,250 £73,750 £62,500
Scotland median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +6.25% -

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 20 November 2017.

Salary histogram for Tableau in Edinburgh

For the 6 months to 20 November 2017, IT jobs citing Tableau also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Tableau.

1 47 (75.81%) Business Intelligence
2 34 (54.84%) Finance
3 33 (53.23%) SQL
4 32 (51.61%) ETL
5 25 (40.32%) Microsoft
6 22 (35.48%) SAS
6 22 (35.48%) SQL Server
7 20 (32.26%) QlikView
8 19 (30.65%) SQL Server Integration Services
8 19 (30.65%) Oracle
8 19 (30.65%) SQL Server Reporting Services
9 18 (29.03%) T-SQL
10 17 (27.42%) Visualisation
11 16 (25.81%) Analytics
12 15 (24.19%) Analytical Skills
13 14 (22.58%) Data Warehouse
13 14 (22.58%) Project Management
13 14 (22.58%) SQL Server 2012
13 14 (22.58%) Integration Testing
13 14 (22.58%) Team Foundation Server
13 14 (22.58%) System Integration Testing
14 13 (20.97%) Big Data
15 12 (19.35%) Degree
16 11 (17.74%) Informatica
16 11 (17.74%) Teradata
17 10 (16.13%) Data Analysis
17 10 (16.13%) Data Management
18 9 (14.52%) Power BI
18 9 (14.52%) Python
19 8 (12.90%) Base SAS

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 22 (35.48%) SAS
2 3 (4.84%) SharePoint
3 2 (3.23%) Apache Pig
4 1 (1.61%) Apache Spark
Applications
1 4 (6.45%) Microsoft Office
2 3 (4.84%) Microsoft Excel
3 1 (1.61%) SPSS
Business Applications
1 4 (6.45%) Cognos Business Intelligence
Cloud Services
1 2 (3.23%) Microsoft Azure
2 1 (1.61%) Amazon AWS
2 1 (1.61%) Google Cloud Platform
Database & Business Intelligence
1 22 (35.48%) SQL Server
2 20 (32.26%) QlikView
3 19 (30.65%) SQL Server Integration Services
3 19 (30.65%) SQL Server Reporting Services
4 14 (22.58%) Data Warehouse
4 14 (22.58%) SQL Server 2012
5 13 (20.97%) Big Data
6 9 (14.52%) Power BI
7 8 (12.90%) Base SAS
7 8 (12.90%) BusinessObjects
7 8 (12.90%) SAS Enterprise Guide
8 6 (9.68%) PowerCenter
9 5 (8.06%) Hadoop
9 5 (8.06%) Looker
10 4 (6.45%) Cognos Report Studio
10 4 (6.45%) OLAP
10 4 (6.45%) Oracle OLAP
10 4 (6.45%) SAS Data Integration Studio
11 3 (4.84%) Apache Hive
12 2 (3.23%) Spotfire
Development Applications
1 14 (22.58%) Team Foundation Server
General
1 34 (54.84%) Finance
2 6 (9.68%) Banking
3 3 (4.84%) Marketing
4 1 (1.61%) Financial Institution
4 1 (1.61%) Games
Job Titles
1 29 (46.77%) Developer
2 23 (37.10%) Business Intelligence Developer
3 18 (29.03%) SSIS Developer
4 16 (25.81%) SQL BI Developer
4 16 (25.81%) SQL Developer
5 15 (24.19%) Consultant
6 14 (22.58%) Analyst
6 14 (22.58%) SQL Server BI Developer
6 14 (22.58%) SQL Server Developer
7 11 (17.74%) Data Analyst
8 10 (16.13%) SSRS Developer
9 9 (14.52%) Data Consultant
10 7 (11.29%) Data Warehouse Developer
10 7 (11.29%) ETL Developer
11 6 (9.68%) ETL Consultant
12 5 (8.06%) Data Scientist
12 5 (8.06%) SAS Analyst
12 5 (8.06%) SAS Data Analyst
12 5 (8.06%) Senior Data Analyst
12 5 (8.06%) Senior SAS Analyst
Libraries, Frameworks & Software Standards
1 5 (8.06%) D3.js
2 4 (6.45%) FusionCharts
2 4 (6.45%) Google Maps API
2 4 (6.45%) Leaflet
2 4 (6.45%) OpenLayers
3 1 (1.61%) .NET
3 1 (1.61%) Natural Language Processing
Miscellaneous
1 15 (24.19%) Analytical Skills
2 7 (11.29%) Credit Risk
3 5 (8.06%) Computer Science
4 3 (4.84%) Management Information System
5 1 (1.61%) Greenfield Project
5 1 (1.61%) Smart City
5 1 (1.61%) Virtual Team
Operating Systems
1 4 (6.45%) Unix
Processes & Methodologies
1 47 (75.81%) Business Intelligence
2 32 (51.61%) ETL
3 17 (27.42%) Visualisation
4 16 (25.81%) Analytics
5 14 (22.58%) Integration Testing
5 14 (22.58%) Project Management
5 14 (22.58%) System Integration Testing
6 10 (16.13%) Data Analysis
6 10 (16.13%) Data Management
7 8 (12.90%) Agile Software Development
8 7 (11.29%) Customer Insight
8 7 (11.29%) Dashboard Development
8 7 (11.29%) Machine Learning
9 6 (9.68%) Customer Engagement
9 6 (9.68%) Data Visualisation
9 6 (9.68%) Information Management
9 6 (9.68%) Master Data Management
10 5 (8.06%) Statistical Analysis
11 4 (6.45%) Data Governance
11 4 (6.45%) Mathematics
Programming Languages
1 33 (53.23%) SQL
2 18 (29.03%) T-SQL
3 9 (14.52%) Python
4 5 (8.06%) MATLAB
4 5 (8.06%) R
5 4 (6.45%) JavaScript
5 4 (6.45%) Scala
5 4 (6.45%) VBA
6 3 (4.84%) Java
6 3 (4.84%) PL/SQL
Qualifications
1 12 (19.35%) Degree
2 4 (6.45%) Numerate Degree
3 1 (1.61%) PhD
Quality Assurance & Compliance
1 6 (9.68%) Data Quality
2 1 (1.61%) GDPR
Systems Management
1 4 (6.45%) Grafana
2 3 (4.84%) Ambari
Vendors
1 25 (40.32%) Microsoft
2 19 (30.65%) Oracle
3 11 (17.74%) Informatica
3 11 (17.74%) Teradata
4 6 (9.68%) MicroStrategy
4 6 (9.68%) Netezza
5 5 (8.06%) Cognos
5 5 (8.06%) SAP
6 4 (6.45%) Google
7 3 (4.84%) Apple
7 3 (4.84%) Facebook
7 3 (4.84%) Minitab
7 3 (4.84%) Twitter
8 1 (1.61%) Vertica