Period
to 21 July 2019

The table below provides summary statistics for contract 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 contractor rates offered in vacancies that have cited Tableau over the 6 months to 21 July 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Tableau Software.

Tableau
Scotland > Edinburgh
6 months to
21 Jul 2019
Same period 2018 Same period 2017
Rank 98 131 95
Rank change year-on-year +33 -36 +45
Contract jobs citing Tableau 26 8 18
As % of all contract IT jobs advertised in Edinburgh 1.11% 0.26% 0.79%
As % of the Vendors category 3.14% 0.81% 2.27%
Number of daily rates quoted 21 4 4
Edinburgh median daily rate £450 £417 £500
Median daily rate % change year-on-year +7.91% -16.60% -28.57%
10th Percentile £313 £363 £363
90th Percentile £475 £459 £568
Scotland median daily rate £450 £375 £500
% change year-on-year +20.00% -25.00% -
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate £27.50 - -

Tableau is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in Edinburgh.

All Vendors
Edinburgh
Contract vacancies with a requirement for knowledge or experience of vendor products and services 829 985 794
As % of all contract IT jobs advertised in Edinburgh 35.46% 32.59% 35.01%
Number of daily rates quoted 421 535 412
Edinburgh median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - -3.90%
10th Percentile £213 £213 £251
90th Percentile £575 £544 £550
Scotland median daily rate £425 £388 £388
% change year-on-year +9.68% - +3.33%
Number of hourly rates quoted 14 19 15
Edinburgh median hourly rate £15.86 £15.86 £25.00
Median hourly rate % change year-on-year - -36.56% -8.78%
10th Percentile £12.14 £10.71 £13.20
90th Percentile £23.75 £37.75 £45.69
Scotland median hourly rate £17.90 £15.86 £28.75
% change year-on-year +12.86% -44.83% -23.33%

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
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Tableau in Edinburgh.

Contractor daily rate trend for Tableau in Edinburgh

Tableau
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Tableau in Edinburgh over the 6 months to 21 July 2019.

Contractor daily rate histogram for Tableau in Edinburgh

For the 6 months to 21 July 2019, IT contractor 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 contract job ads across the Edinburgh region with a requirement for Tableau.

1 17 (65.38%) Python
2 16 (61.54%) Java
3 14 (53.85%) Internet
3 14 (53.85%) Ruby
3 14 (53.85%) Ruby on Rails
3 14 (53.85%) Node.js
4 11 (42.31%) React
5 10 (38.46%) JavaScript
6 9 (34.62%) SQL
6 9 (34.62%) Visualisation
6 9 (34.62%) Data Visualisation
7 6 (23.08%) SAS
7 6 (23.08%) Banking
8 5 (19.23%) Hadoop
8 5 (19.23%) Analytics
8 5 (19.23%) Data Science
9 4 (15.38%) Bokeh
9 4 (15.38%) SAS Visual Analytics
9 4 (15.38%) D3.js
9 4 (15.38%) Visual Analytics
9 4 (15.38%) Amazon AWS
9 4 (15.38%) R
9 4 (15.38%) Computer Science
9 4 (15.38%) Degree
9 4 (15.38%) Business Intelligence
9 4 (15.38%) SQL Server
10 3 (11.54%) Finance
10 3 (11.54%) Software Engineering
10 3 (11.54%) Microsoft Azure
11 2 (7.69%) Natural Language Processing

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 6 (23.08%) SAS
2 1 (3.85%) Apache Spark
Cloud Services
1 4 (15.38%) Amazon AWS
2 3 (11.54%) Microsoft Azure
3 2 (7.69%) GitHub
3 2 (7.69%) IBM Cloud
3 2 (7.69%) Power Platform
4 1 (3.85%) Amazon CloudWatch
4 1 (3.85%) Amazon EC2
4 1 (3.85%) Amazon S3
4 1 (3.85%) AWS CloudFormation
4 1 (3.85%) AWS CloudTrail
4 1 (3.85%) Qubole
4 1 (3.85%) Virtual Private Cloud
Communications & Networking
1 14 (53.85%) Internet
Database & Business Intelligence
1 5 (19.23%) Hadoop
2 4 (15.38%) SAS Visual Analytics
2 4 (15.38%) SQL Server
3 2 (7.69%) Oracle Database
3 2 (7.69%) Oracle Database 12c
3 2 (7.69%) Power BI
3 2 (7.69%) QlikView
3 2 (7.69%) SQL Server Integration Services
4 1 (3.85%) Amazon RDS
4 1 (3.85%) Big Data
Development Applications
1 2 (7.69%) JIRA
2 1 (3.85%) Bitbucket
2 1 (3.85%) Git (software)
2 1 (3.85%) GitLab
2 1 (3.85%) Hudson
General
1 6 (23.08%) Banking
2 3 (11.54%) Finance
3 2 (7.69%) Investment Banking
4 1 (3.85%) Retail Banking
Job Titles
1 11 (42.31%) Developer
2 5 (19.23%) Full Stack Developer
2 5 (19.23%) Java Developer
2 5 (19.23%) Java Engineer
2 5 (19.23%) JavaScript Engineer
2 5 (19.23%) Python Engineer
3 4 (15.38%) JavaScript Developer
4 3 (11.54%) Python Developer
4 3 (11.54%) Software Engineer
5 2 (7.69%) Alteryx Consultant
5 2 (7.69%) Analyst
5 2 (7.69%) Business Intelligence Consultant
5 2 (7.69%) Consultant
5 2 (7.69%) Data Scientist
5 2 (7.69%) Java Software Engineer
5 2 (7.69%) Python Software Engineer
5 2 (7.69%) QlikView Consultant
5 2 (7.69%) React Developer
5 2 (7.69%) Tableau Developer
6 1 (3.85%) Data Engineer
Libraries, Frameworks & Software Standards
1 14 (53.85%) Node.js
1 14 (53.85%) Ruby on Rails
2 11 (42.31%) React
3 4 (15.38%) Bokeh
3 4 (15.38%) D3.js
4 2 (7.69%) HTML
4 2 (7.69%) JSON
4 2 (7.69%) Natural Language Processing
4 2 (7.69%) XML
5 1 (3.85%) AngularJS
Miscellaneous
1 2 (7.69%) Analytical Skills
Operating Systems
1 1 (3.85%) Unix
Processes & Methodologies
1 9 (34.62%) Data Visualisation
1 9 (34.62%) Visualisation
2 5 (19.23%) Analytics
2 5 (19.23%) Data Science
3 4 (15.38%) Business Intelligence
3 4 (15.38%) Computer Science
3 4 (15.38%) Visual Analytics
4 3 (11.54%) Software Engineering
5 2 (7.69%) CRM
5 2 (7.69%) Data Extraction
5 2 (7.69%) Data Ingestion
5 2 (7.69%) Data Management
5 2 (7.69%) Data Munging
5 2 (7.69%) Economics
5 2 (7.69%) ETL
5 2 (7.69%) Mathematics
5 2 (7.69%) Operations Research
5 2 (7.69%) Risk Management
5 2 (7.69%) Statistics
5 2 (7.69%) Web Development
Programming Languages
1 17 (65.38%) Python
2 16 (61.54%) Java
3 14 (53.85%) Ruby
4 10 (38.46%) JavaScript
5 9 (34.62%) SQL
6 4 (15.38%) R
7 2 (7.69%) PL/SQL
7 2 (7.69%) T-SQL
8 1 (3.85%) Scala
Qualifications
1 4 (15.38%) Degree
2 2 (7.69%) Postgraduate
3 1 (3.85%) Numerate Degree
Systems Management
1 1 (3.85%) Terraform
Vendors
1 2 (7.69%) Alteryx
1 2 (7.69%) IBM
1 2 (7.69%) Informatica
1 2 (7.69%) Microsoft
1 2 (7.69%) Oracle
1 2 (7.69%) Teradata
2 1 (3.85%) Databricks