Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Google Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Google Analytics over the 6 months to 21 November 2017 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.

Google Analytics (GA)
UK > Scotland
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 167 168 186
Rank change year-on-year +1 +18 -1
Contract jobs citing Google Analytics 20 13 8
As % of all contract IT jobs advertised in Scotland 0.40% 0.30% 0.13%
As % of the Cloud Services category 3.39% 4.22% 4.26%
Number of daily rates quoted 11 5 3
Scotland median daily rate £370 £293 £275
Median daily rate % change year-on-year +26.50% +6.36% +6.80%
10th Percentile £123 £178 £245
90th Percentile £475 £325 £358
UK median daily rate £400 £348 £350
% change year-on-year +15.11% -0.71% -
Number of hourly rates quoted 4 0 0
Scotland median hourly rate £30.00 - -
UK median hourly rate £30.00 £19.61 £19.03
% change year-on-year +52.98% +3.05% -41.89%

Google Analytics is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for cloud computing skills.

All Cloud Skills
Scotland
Contract vacancies with a requirement for cloud computing skills 590 308 188
As % of all contract IT jobs advertised in Scotland 11.74% 7.14% 3.05%
Number of daily rates quoted 359 204 100
Scotland median daily rate £400 £350 £335
Median daily rate % change year-on-year +14.29% +4.63% -10.80%
10th Percentile £263 £215 £213
90th Percentile £575 £488 £496
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 15 7 2
Scotland median hourly rate £22.50 £14.00 £12.00
Median hourly rate % change year-on-year +60.71% +16.67% -23.81%
10th Percentile £13.75 £12.50 £10.30
90th Percentile £32.50 £29.15 £14.50
UK median hourly rate £19.00 £18.55 £21.57
% change year-on-year +2.45% -14.02% +19.83%

Google Analytics
Job Vacancy Trend in Scotland

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

Job vacancy trend for Google Analytics in Scotland

Google Analytics
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Google Analytics in Scotland

Google Analytics
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Google Analytics in Scotland over the 6 months to 21 November 2017.

Contractor daily rate histogram for Google Analytics in Scotland

Google Analytics
Contractor Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Google Analytics in Scotland.

Contractor hourly rate trend for Google Analytics in Scotland

Google Analytics
Contractor Hourly Rate Histogram in Scotland

The hourly rate distribution of IT jobs citing Google Analytics in Scotland over the 6 months to 21 November 2017.

Contractor hourly rate histogram for Google Analytics in Scotland

Google Analytics
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 Google Analytics within the Scotland region over the 6 months to 21 November 2017. 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
Edinburgh +3 14 £391 - 2
Glasgow - 5 £269 - 2
West Dunbartonshire - 1 £110 -
Google Analytics
UK

For the 6 months to 21 November 2017, IT contractor jobs citing Google Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Scotland region with a requirement for Google Analytics.

1 20 (100.00%) Google
1 20 (100.00%) Analytics
2 8 (40.00%) HTML
2 8 (40.00%) JavaScript
3 7 (35.00%) Python
3 7 (35.00%) Web Analytics
4 5 (25.00%) Visualisation
4 5 (25.00%) SQL
4 5 (25.00%) DevOps
5 4 (20.00%) Project Management
5 4 (20.00%) Content Management
5 4 (20.00%) CSS
5 4 (20.00%) Linux
5 4 (20.00%) ETL
5 4 (20.00%) CMS
5 4 (20.00%) Marketing
6 3 (15.00%) Continuous Integration
6 3 (15.00%) TDD
6 3 (15.00%) VMware Infrastructure
6 3 (15.00%) Pega
6 3 (15.00%) Predictive Modelling
6 3 (15.00%) NumPy
6 3 (15.00%) BDD
6 3 (15.00%) MongoDB
6 3 (15.00%) NoSQL
6 3 (15.00%) Progressive Enhancement
6 3 (15.00%) PHP
6 3 (15.00%) PL/SQL
6 3 (15.00%) Java
6 3 (15.00%) PostgreSQL

Google Analytics
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 (20.00%) CMS
2 2 (10.00%) SharePoint
2 2 (10.00%) Sitecore CMS
2 2 (10.00%) Umbraco
3 1 (5.00%) Apache
Applications
1 2 (10.00%) Microsoft Excel
1 2 (10.00%) Microsoft PowerPoint
2 1 (5.00%) Adobe Illustrator
2 1 (5.00%) Photoshop
Cloud Services
1 3 (15.00%) AdWords
2 2 (10.00%) Adobe Analytics
2 2 (10.00%) Basecamp
2 2 (10.00%) Trello
3 1 (5.00%) Google Tag Manager
Communications & Networking
1 2 (10.00%) Internet
Database & Business Intelligence
1 3 (15.00%) MongoDB
1 3 (15.00%) NoSQL
1 3 (15.00%) PostgreSQL
General
1 4 (20.00%) Marketing
2 3 (15.00%) Finance
Job Titles
1 5 (25.00%) Developer
2 3 (15.00%) Analyst
2 3 (15.00%) Consultant
2 3 (15.00%) Digital Analyst
2 3 (15.00%) JavaScript Engineer
2 3 (15.00%) Senior Developer
3 2 (10.00%) Analytics Consultant
3 2 (10.00%) Digital Performance Analyst
3 2 (10.00%) Performance Analyst
3 2 (10.00%) User Researcher
3 2 (10.00%) Web Analytics Consultant
3 2 (10.00%) Web Consultant
4 1 (5.00%) Analytics Developer
4 1 (5.00%) Digital Analytics Developer
4 1 (5.00%) Digital Developer
4 1 (5.00%) Python Developer
4 1 (5.00%) User Experience Researcher
4 1 (5.00%) Web Analyst
4 1 (5.00%) Web Content Developer
Libraries, Frameworks & Software Standards
1 8 (40.00%) HTML
2 4 (20.00%) CSS
3 3 (15.00%) AngularJS
3 3 (15.00%) D3.js
3 3 (15.00%) NumPy
3 3 (15.00%) Pandas
3 3 (15.00%) React
3 3 (15.00%) RESTful
4 1 (5.00%) jQuery
4 1 (5.00%) JSP
4 1 (5.00%) Twitter Bootstrap
Miscellaneous
1 2 (10.00%) Management Information System
2 1 (5.00%) Analytical Skills
2 1 (5.00%) NHS
2 1 (5.00%) User Experience
Operating Systems
1 4 (20.00%) Linux
Processes & Methodologies
1 20 (100.00%) Analytics
2 7 (35.00%) Web Analytics
3 5 (25.00%) DevOps
3 5 (25.00%) Visualisation
4 4 (20.00%) Content Management
4 4 (20.00%) ETL
4 4 (20.00%) Project Management
5 3 (15.00%) API Design
5 3 (15.00%) BDD
5 3 (15.00%) Business Process Modelling
5 3 (15.00%) Content Development
5 3 (15.00%) Continuous Integration
5 3 (15.00%) Creative Problem-Solving
5 3 (15.00%) Cross-Browser Development
5 3 (15.00%) Predictive Modelling
5 3 (15.00%) Product Management
5 3 (15.00%) Progressive Enhancement
5 3 (15.00%) Scrum
5 3 (15.00%) Statistical Modelling
5 3 (15.00%) TDD
Programming Languages
1 8 (40.00%) JavaScript
2 7 (35.00%) Python
3 5 (25.00%) SQL
4 3 (15.00%) Java
4 3 (15.00%) PHP
4 3 (15.00%) PL/SQL
Qualifications
1 2 (10.00%) Security Cleared
Quality Assurance & Compliance
1 3 (15.00%) Disclosure Scotland
System Software
1 3 (15.00%) Docker
1 3 (15.00%) VMware Infrastructure
Systems Management
1 3 (15.00%) Ansible
Vendors
1 20 (100.00%) Google
2 3 (15.00%) Pega
2 3 (15.00%) VMware
3 2 (10.00%) Adobe
3 2 (10.00%) Microsoft
3 2 (10.00%) Sitecore
3 2 (10.00%) Tableau
4 1 (5.00%) Coremetrics
4 1 (5.00%) Omniture
4 1 (5.00%) OpenText
4 1 (5.00%) Optimizely
4 1 (5.00%) Pardot