Period
to 23 June 2018

The table below provides summary statistics for contract job vacancies advertised in Scotland 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 23 June 2018 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
UK > Scotland
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 183 137 202
Rank change year-on-year -46 +65 -22
Contract jobs citing Tableau 18 22 5
As % of all contract IT jobs advertised in Scotland 0.34% 0.56% 0.091%
As % of the Vendors category 0.89% 1.39% 0.20%
Number of daily rates quoted 12 5 2
Scotland median daily rate £356 £500 £500
Median daily rate % change year-on-year -28.75% - +45.45%
10th Percentile £152 £250 £340
90th Percentile £456 £565 £660
UK median daily rate £438 £425 £425
% change year-on-year +2.94% - -
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £37.50 £20.50 £43.63
% change year-on-year +82.93% -53.01% -45.47%

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 Scotland.

All Vendors
Scotland
Contract vacancies with a requirement for knowledge or experience of vendor products and services 2,023 1,580 2,463
As % of all contract IT jobs advertised in Scotland 38.20% 40.52% 44.66%
Number of daily rates quoted 1,175 834 1,280
Scotland median daily rate £385 £375 £375
Median daily rate % change year-on-year +2.67% - +4.17%
10th Percentile £213 £207 £225
90th Percentile £525 £523 £500
UK median daily rate £450 £425 £410
% change year-on-year +5.88% +3.66% +2.50%
Number of hourly rates quoted 52 60 75
Scotland median hourly rate £15.81 £30.00 £36.00
Median hourly rate % change year-on-year -47.32% -16.67% +100.00%
10th Percentile £10.23 £12.95 £11.30
90th Percentile £35.00 £50.00 £44.20
UK median hourly rate £17.50 £17.45 £18.50
% change year-on-year +0.32% -5.70% +5.71%

Tableau
Job Vacancy Trend in Scotland

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

Job vacancy trend for Tableau in Scotland

Tableau
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Tableau in Scotland

Tableau
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Tableau in Scotland over the 6 months to 23 June 2018.

Contractor daily rate histogram for Tableau in Scotland

Tableau
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Tableau within the Scotland region over the 6 months to 23 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -16 12 £175 -12.50% 4
Edinburgh -31 5 £417 -16.60% 4
West Lothian - 1 - - 1
Tableau
UK

For the 6 months to 23 June 2018, 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 Scotland region with a requirement for Tableau.

1 12 (66.67%) Business Intelligence
1 12 (66.67%) Analytics
2 10 (55.56%) SQL
3 9 (50.00%) Microsoft Excel
3 9 (50.00%) Data Analysis
3 9 (50.00%) QlikView
3 9 (50.00%) Data Analytics
4 8 (44.44%) Finance
5 7 (38.89%) BusinessObjects
5 7 (38.89%) Degree
5 7 (38.89%) QA
6 6 (33.33%) Microsoft PowerPoint
6 6 (33.33%) Microsoft
7 5 (27.78%) Analytical Skills
7 5 (27.78%) Power BI
8 4 (22.22%) Problem-Solving
8 4 (22.22%) SharePoint
8 4 (22.22%) SQL Server Reporting Services
8 4 (22.22%) Risk Management
8 4 (22.22%) Workflow
8 4 (22.22%) Visualisation
9 3 (16.67%) Data Quality
9 3 (16.67%) Data Extraction
9 3 (16.67%) Stakeholder Engagement
9 3 (16.67%) Economics
9 3 (16.67%) SQL Server Integration Services
9 3 (16.67%) Statistics
9 3 (16.67%) Operations Research
9 3 (16.67%) Mathematics
9 3 (16.67%) Applied Mathematics

Tableau
Co-occurring IT Skills in Scotland 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 (22.22%) SharePoint
2 1 (5.56%) Apache Airflow
2 1 (5.56%) Apache Spark
2 1 (5.56%) SAS
Applications
1 9 (50.00%) Microsoft Excel
2 6 (33.33%) Microsoft PowerPoint
3 3 (16.67%) Microsoft Office
3 3 (16.67%) MS Visio
Cloud Services
1 2 (11.11%) Amazon AWS
1 2 (11.11%) Microsoft Azure
2 1 (5.56%) Adobe Analytics
2 1 (5.56%) Azure Data Factory
2 1 (5.56%) Google Cloud Platform
Database & Business Intelligence
1 9 (50.00%) QlikView
2 7 (38.89%) BusinessObjects
3 5 (27.78%) Power BI
4 4 (22.22%) SQL Server Reporting Services
5 3 (16.67%) Data Warehouse
5 3 (16.67%) SQL Server Integration Services
6 2 (11.11%) Big Data
6 2 (11.11%) Hadoop
6 2 (11.11%) SQL Server Analysis Services
7 1 (5.56%) Amazon Redshift
7 1 (5.56%) Apache Hive
7 1 (5.56%) Azkaban
7 1 (5.56%) Azure SQL Database
7 1 (5.56%) BusinessObjects Web Intelligence
7 1 (5.56%) Data Lake
7 1 (5.56%) HDInsight
7 1 (5.56%) NoSQL
7 1 (5.56%) Oracle BI EE
7 1 (5.56%) Relational Database
7 1 (5.56%) SQL Server
General
1 8 (44.44%) Finance
2 1 (5.56%) Banking
Job Titles
1 9 (50.00%) Analyst
2 7 (38.89%) Data Analyst
3 3 (16.67%) Developer
3 3 (16.67%) Report Analyst
4 2 (11.11%) Junior
4 2 (11.11%) Junior Analyst
4 2 (11.11%) Junior Data Analyst
5 1 (5.56%) Analyst Developer
5 1 (5.56%) Azure Developer
5 1 (5.56%) Business Intelligence Developer
5 1 (5.56%) Consultant
5 1 (5.56%) Data Engineer
5 1 (5.56%) Data Warehouse Manager
5 1 (5.56%) Data Warehouse Project Manager
5 1 (5.56%) Implementation Analyst
5 1 (5.56%) Project Manager
5 1 (5.56%) Tableau Consultant
5 1 (5.56%) Tableau Developer
Libraries, Frameworks & Software Standards
1 1 (5.56%) Kafka
1 1 (5.56%) Spark Streaming
Miscellaneous
1 5 (27.78%) Analytical Skills
Processes & Methodologies
1 12 (66.67%) Analytics
1 12 (66.67%) Business Intelligence
2 9 (50.00%) Data Analysis
2 9 (50.00%) Data Analytics
3 4 (22.22%) Problem-Solving
3 4 (22.22%) Risk Management
3 4 (22.22%) Visualisation
3 4 (22.22%) Workflow
4 3 (16.67%) Applied Mathematics
4 3 (16.67%) Asset Management
4 3 (16.67%) Business Analytics
4 3 (16.67%) Cybersecurity
4 3 (16.67%) Data Extraction
4 3 (16.67%) Economics
4 3 (16.67%) Identity Access Management
4 3 (16.67%) Information Security
4 3 (16.67%) Mathematics
4 3 (16.67%) Operations Research
4 3 (16.67%) Stakeholder Engagement
4 3 (16.67%) Statistics
Programming Languages
1 10 (55.56%) SQL
2 1 (5.56%) C#
2 1 (5.56%) C++
2 1 (5.56%) Java
2 1 (5.56%) Python
2 1 (5.56%) R
Qualifications
1 7 (38.89%) Degree
Quality Assurance & Compliance
1 7 (38.89%) QA
2 3 (16.67%) Data Quality
3 1 (5.56%) GDPR
System Software
1 1 (5.56%) HDFS
Vendors
1 6 (33.33%) Microsoft
2 1 (5.56%) Adobe
2 1 (5.56%) Google
2 1 (5.56%) MapR
2 1 (5.56%) Oracle
2 1 (5.56%) Teradata