Period
to 22 January 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 22 January 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.

Data Analysis
Scotland > Glasgow
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 60 56 46
Rank change year-on-year -4 -10 +11
Contract jobs citing Data Analysis 29 25 50
As % of all contract IT jobs advertised in Glasgow 2.53% 2.40% 3.32%
As % of the Processes & Methodologies category 2.93% 2.85% 4.17%
Number of daily rates quoted 16 13 30
Glasgow median daily rate £375 £325 £350
Median daily rate % change year-on-year +15.38% -7.14% +9.38%
10th Percentile £218 £224 £196
90th Percentile £500 £470 £450
Scotland median daily rate £395 £348 £395
% change year-on-year +13.51% -11.90% +4.64%
Number of hourly rates quoted 0 2 0
Glasgow median hourly rate - £17.32 -
Scotland median hourly rate £19.00 £13.35 £11.45
% change year-on-year +42.38% +16.55% -

Data Analysis 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 989 876 1,200
As % of all contract IT jobs advertised in Glasgow 86.15% 84.15% 79.68%
Number of daily rates quoted 574 447 656
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -3.45%
10th Percentile £256 £213 £213
90th Percentile £506 £463 £475
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 29 16 12
Glasgow median hourly rate £24.00 £30.00 £29.00
Median hourly rate % change year-on-year -20.00% +3.45% +65.71%
10th Percentile £10.00 £10.50 £12.35
90th Percentile £34.00 £47.88 £55.00
Scotland median hourly rate £21.75 £22.75 £23.35
% change year-on-year -4.40% -2.57% +12.53%

Data Analysis
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Analysis in Glasgow

Data Analysis
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Data Analysis in Glasgow

Data Analysis
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Data Analysis in Glasgow over the 6 months to 22 January 2018.

Contractor daily rate histogram for Data Analysis in Glasgow

Data Analysis
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Data Analysis in Glasgow

For the 6 months to 22 January 2018, IT contractor jobs citing Data Analysis 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 Glasgow region with a requirement for Data Analysis.

1 9 (31.03%) Analytics
2 8 (27.59%) Visualisation
2 8 (27.59%) Finance
3 7 (24.14%) Microsoft
3 7 (24.14%) Tableau
3 7 (24.14%) Analytical Skills
4 6 (20.69%) Agile Software Development
4 6 (20.69%) Business Analysis
4 6 (20.69%) Business Intelligence
4 6 (20.69%) Project Management
4 6 (20.69%) SQL
5 5 (17.24%) ERP
5 5 (17.24%) Banking
5 5 (17.24%) Migration
5 5 (17.24%) Mathematics
6 4 (13.79%) Data Migration
6 4 (13.79%) Hadoop
6 4 (13.79%) Workflow
6 4 (13.79%) Investment Banking
6 4 (13.79%) GAP Analysis
6 4 (13.79%) Microsoft Excel
6 4 (13.79%) Power BI
7 3 (10.34%) Data Acquisition
7 3 (10.34%) CRM
7 3 (10.34%) Data Mining
7 3 (10.34%) Web Analytics
7 3 (10.34%) Google
7 3 (10.34%) Dynamics AX
7 3 (10.34%) Stakeholder Management
7 3 (10.34%) Computer Security

Data Analysis
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 2 (6.90%) SharePoint
2 1 (3.45%) Oracle SOA Suite
Applications
1 4 (13.79%) Microsoft Excel
2 2 (6.90%) Microsoft Office
2 2 (6.90%) Microsoft PowerPoint
2 2 (6.90%) MS Visio
Business Applications
1 3 (10.34%) Dynamics AX
2 1 (3.45%) Cognos TM1
2 1 (3.45%) Dynamics CRM
2 1 (3.45%) Dynamics NAV
2 1 (3.45%) Infor M3
Cloud Services
1 3 (10.34%) Google Analytics
2 2 (6.90%) Dynamics 365
Database & Business Intelligence
1 4 (13.79%) Hadoop
1 4 (13.79%) Power BI
2 3 (10.34%) Data Mining
3 2 (6.90%) QlikView
3 2 (6.90%) SQL Server
3 2 (6.90%) SQL Server Reporting Services
4 1 (3.45%) Cognos Framework Manager
4 1 (3.45%) Cognos Transformer
4 1 (3.45%) Data Warehouse
4 1 (3.45%) RDBMS
4 1 (3.45%) Relational Database
Development Applications
1 1 (3.45%) JIRA
1 1 (3.45%) SQL Server Management Studio (SSMS)
General
1 8 (27.59%) Finance
2 5 (17.24%) Banking
3 4 (13.79%) Investment Banking
4 2 (6.90%) Financial Institution
5 1 (3.45%) Manufacturing
5 1 (3.45%) Marketing
5 1 (3.45%) Telecoms
Job Titles
1 18 (62.07%) Analyst
2 7 (24.14%) Business Analyst
2 7 (24.14%) Data Analyst
3 5 (17.24%) Developer
4 3 (10.34%) Analytics Developer
5 2 (6.90%) Consultant
5 2 (6.90%) Digital Analyst
5 2 (6.90%) Performance Analyst
5 2 (6.90%) Report Analyst
6 1 (3.45%) Analytics Consultant
6 1 (3.45%) Business Change Business Analyst
6 1 (3.45%) Business Intelligence Developer
6 1 (3.45%) Data Consultant
6 1 (3.45%) Digital Copywriter
6 1 (3.45%) Digital Performance Analyst
6 1 (3.45%) Digital Performance Manager
6 1 (3.45%) Performance Manager
6 1 (3.45%) Report Developer
6 1 (3.45%) Salesforce Analyst
6 1 (3.45%) Wealth Management Business Analyst
Miscellaneous
1 7 (24.14%) Analytical Skills
2 3 (10.34%) Computer Science
2 3 (10.34%) Data Structures
3 1 (3.45%) Credit Risk
3 1 (3.45%) Cyberthreat
3 1 (3.45%) FMCG
3 1 (3.45%) Market Risk
3 1 (3.45%) Virtual Team
Processes & Methodologies
1 9 (31.03%) Analytics
2 8 (27.59%) Visualisation
3 6 (20.69%) Agile Software Development
3 6 (20.69%) Business Analysis
3 6 (20.69%) Business Intelligence
3 6 (20.69%) Project Management
4 5 (17.24%) ERP
4 5 (17.24%) Mathematics
4 5 (17.24%) Migration
5 4 (13.79%) Data Migration
5 4 (13.79%) GAP Analysis
5 4 (13.79%) Workflow
6 3 (10.34%) Computer Security
6 3 (10.34%) CRM
6 3 (10.34%) Customer Insight
6 3 (10.34%) Stakeholder Engagement
6 3 (10.34%) Stakeholder Management
6 3 (10.34%) User Acceptance Testing
6 3 (10.34%) User Stories
6 3 (10.34%) Web Analytics
Programming Languages
1 6 (20.69%) SQL
2 1 (3.45%) Java
2 1 (3.45%) Python
Qualifications
1 3 (10.34%) Degree
2 1 (3.45%) CISA
2 1 (3.45%) CISSP
2 1 (3.45%) CRISC
2 1 (3.45%) PhD
2 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 3 (10.34%) QA
2 2 (6.90%) Data Quality
3 1 (3.45%) Disclosure Scotland
3 1 (3.45%) FATCA
3 1 (3.45%) PMO
Vendors
1 7 (24.14%) Microsoft
1 7 (24.14%) Tableau
2 3 (10.34%) Google
2 3 (10.34%) Splunk
3 2 (6.90%) Oracle
3 2 (6.90%) Salesforce.com
4 1 (3.45%) Cloudera
4 1 (3.45%) Cognos
4 1 (3.45%) Infor