Period
to 25 February 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 25 February 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.

Analytics
Scotland > Glasgow
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 44 43 48
Rank change year-on-year -1 +5 +20
Contract jobs citing Analytics 46 36 47
As % of all contract IT jobs advertised in Glasgow 3.93% 3.40% 3.23%
As % of the Processes & Methodologies category 4.57% 4.06% 4.04%
Number of daily rates quoted 28 15 30
Glasgow median daily rate £390 £420 £325
Median daily rate % change year-on-year -7.14% +29.23% -13.33%
10th Percentile £190 £293 £163
90th Percentile £491 £490 £438
Scotland median daily rate £400 £406 £373
% change year-on-year -1.54% +9.06% -6.88%
Number of hourly rates quoted 5 0 0
Glasgow median hourly rate £24.00 - -
Scotland median hourly rate £24.00 - -

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,007 886 1,162
As % of all contract IT jobs advertised in Glasgow 86.07% 83.58% 79.92%
Number of daily rates quoted 599 465 636
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -6.67%
10th Percentile £261 £213 £206
90th Percentile £488 £475 £475
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 28 14 11
Glasgow median hourly rate £24.00 £30.00 £32.50
Median hourly rate % change year-on-year -20.00% -7.69% +62.50%
10th Percentile £10.00 £10.50 £13.00
90th Percentile £36.50 £48.73 £36.25
Scotland median hourly rate £21.50 £19.50 £32.50
% change year-on-year +10.26% -40.00% +43.23%

Analytics
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Analytics in Glasgow

Analytics
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Analytics in Glasgow

Analytics
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Analytics in Glasgow over the 6 months to 25 February 2018.

Contractor daily rate histogram for Analytics in Glasgow

Analytics
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Analytics in Glasgow

Analytics
Contractor Hourly Rate Histogram in Glasgow

The hourly rate distribution of IT jobs citing Analytics in Glasgow over the 6 months to 25 February 2018.

Contractor hourly rate histogram for Analytics in Glasgow

For the 6 months to 25 February 2018, IT contractor jobs citing Analytics 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 Glasgow region with a requirement for Analytics.

1 17 (36.96%) Analytical Skills
2 12 (26.09%) Python
3 11 (23.91%) Microsoft
3 11 (23.91%) Finance
3 11 (23.91%) Data Analysis
3 11 (23.91%) Data Analytics
4 10 (21.74%) Visualisation
4 10 (21.74%) Degree
4 10 (21.74%) Process Management
4 10 (21.74%) Data Modelling
4 10 (21.74%) Java
4 10 (21.74%) C#
5 9 (19.57%) Business Intelligence
6 8 (17.39%) SQL
6 8 (17.39%) HTML
6 8 (17.39%) QA
6 8 (17.39%) Machine Learning
7 7 (15.22%) Tableau
7 7 (15.22%) Performance Analysis
7 7 (15.22%) Power BI
7 7 (15.22%) Google Analytics
7 7 (15.22%) Google
7 7 (15.22%) JavaScript
8 6 (13.04%) C++
8 6 (13.04%) CSS
8 6 (13.04%) CRM
8 6 (13.04%) Change Management
8 6 (13.04%) Enterprise Architecture
8 6 (13.04%) Web Analytics
8 6 (13.04%) SQL Server Reporting Services

Analytics
Co-occurring IT Skills in Glasgow 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 (13.04%) Cloud Foundry
2 4 (8.70%) Apache Spark
2 4 (8.70%) SharePoint
3 3 (6.52%) SAS
4 1 (2.17%) Oracle SOA Suite
4 1 (2.17%) Umbraco
Applications
1 4 (8.70%) Microsoft Excel
2 3 (6.52%) Microsoft Office
2 3 (6.52%) Microsoft PowerPoint
2 3 (6.52%) MS Visio
Business Applications
1 4 (8.70%) Dynamics AX
1 4 (8.70%) Dynamics CRM
Cloud Services
1 7 (15.22%) Google Analytics
2 4 (8.70%) Microsoft Azure
3 3 (6.52%) Adobe Analytics
4 2 (4.35%) Azure Data Factory
4 2 (4.35%) Cloud Computing
5 1 (2.17%) AdWords
5 1 (2.17%) SaaS
Communications & Networking
1 4 (8.70%) DNS
1 4 (8.70%) Firewall
Database & Business Intelligence
1 7 (15.22%) Power BI
2 6 (13.04%) Big Data
2 6 (13.04%) SQL Server Reporting Services
3 4 (8.70%) Parquet
3 4 (8.70%) Relational Database
4 3 (6.52%) Data Warehouse
4 3 (6.52%) QlikView
4 3 (6.52%) RDBMS
5 2 (4.35%) Data Lake
5 2 (4.35%) Data Mining
5 2 (4.35%) GIS
5 2 (4.35%) Hadoop
5 2 (4.35%) SQL Server
5 2 (4.35%) SQL Server Analysis Services
6 1 (2.17%) SAS Visual Analytics
Development Applications
1 4 (8.70%) Git (software)
1 4 (8.70%) JIRA
General
1 11 (23.91%) Finance
2 2 (4.35%) Banking
2 2 (4.35%) Telecoms
3 1 (2.17%) Legal
3 1 (2.17%) Marketing
3 1 (2.17%) Publishing
3 1 (2.17%) Retail
Job Titles
1 16 (34.78%) Developer
2 9 (19.57%) Analyst
3 5 (10.87%) Java Developer
4 4 (8.70%) Analytics Manager
4 4 (8.70%) Dynamics AX Developer
4 4 (8.70%) Lead Developer
4 4 (8.70%) Security Engineer
4 4 (8.70%) Splunk Engineer
5 3 (6.52%) Analytics Consultant
5 3 (6.52%) Consultant
5 3 (6.52%) Credit Risk Manager
5 3 (6.52%) Data Analyst
5 3 (6.52%) Java Engineer
5 3 (6.52%) Lead Java Developer
5 3 (6.52%) Report Analyst
5 3 (6.52%) Risk Manager
5 3 (6.52%) Senior Analytics Manager
5 3 (6.52%) Senior Manager
5 3 (6.52%) Senior Risk Manager
6 2 (4.35%) Project Manager
Libraries, Frameworks & Software Standards
1 8 (17.39%) HTML
2 6 (13.04%) CSS
2 6 (13.04%) Spring Cloud
3 5 (10.87%) Spring
4 4 (8.70%) Grok
4 4 (8.70%) Kafka
4 4 (8.70%) Regular Expression
5 2 (4.35%) AngularJS
5 2 (4.35%) HTML5
5 2 (4.35%) React
5 2 (4.35%) WebGL
6 1 (2.17%) CSS3
6 1 (2.17%) Middleware
6 1 (2.17%) Twitter Bootstrap
Miscellaneous
1 17 (36.96%) Analytical Skills
2 4 (8.70%) Credit Risk
3 3 (6.52%) Computer Science
4 1 (2.17%) Algorithms
4 1 (2.17%) Clustering
4 1 (2.17%) Cyberthreat
4 1 (2.17%) Data Structures
4 1 (2.17%) Derivative
4 1 (2.17%) Market Risk
4 1 (2.17%) OTC Derivatives
4 1 (2.17%) Private Cloud
4 1 (2.17%) Taxonomies
4 1 (2.17%) User Experience
Operating Systems
1 4 (8.70%) Linux
1 4 (8.70%) Unix
Processes & Methodologies
1 11 (23.91%) Data Analysis
1 11 (23.91%) Data Analytics
2 10 (21.74%) Data Modelling
2 10 (21.74%) Process Management
2 10 (21.74%) Visualisation
3 9 (19.57%) Business Intelligence
4 8 (17.39%) Machine Learning
5 7 (15.22%) Performance Analysis
6 6 (13.04%) Change Management
6 6 (13.04%) CRM
6 6 (13.04%) Enterprise Architecture
6 6 (13.04%) Issue Tracking
6 6 (13.04%) Refactoring
6 6 (13.04%) Web Analytics
7 5 (10.87%) Agile Software Development
7 5 (10.87%) Anomaly Detection
7 5 (10.87%) Cybersecurity
7 5 (10.87%) ETL
7 5 (10.87%) SDLC
7 5 (10.87%) Statistics
Programming Languages
1 12 (26.09%) Python
2 10 (21.74%) C#
2 10 (21.74%) Java
3 8 (17.39%) SQL
4 7 (15.22%) JavaScript
5 6 (13.04%) C++
6 4 (8.70%) Bash Shell
6 4 (8.70%) Perl
6 4 (8.70%) X++
7 2 (4.35%) T-SQL
8 1 (2.17%) PHP
8 1 (2.17%) R
Qualifications
1 10 (21.74%) Degree
2 4 (8.70%) CEH
2 4 (8.70%) CISSP
2 4 (8.70%) SANS
3 1 (2.17%) HND
3 1 (2.17%) Security Cleared
Quality Assurance & Compliance
1 8 (17.39%) QA
2 2 (4.35%) Disclosure Scotland
3 1 (2.17%) Data Quality
3 1 (2.17%) FATCA
Systems Management
1 3 (6.52%) Ansible
1 3 (6.52%) Opscode Chef
1 3 (6.52%) Puppet
2 1 (2.17%) Computer Emergency Response Teams
Vendors
1 11 (23.91%) Microsoft
2 7 (15.22%) Google
2 7 (15.22%) Tableau
3 5 (10.87%) Splunk
4 3 (6.52%) Adobe
5 2 (4.35%) Mapbox
6 1 (2.17%) Cloudera
6 1 (2.17%) Lotus
6 1 (2.17%) Oracle