Period
to 21 April 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 21 April 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
21 Apr 2018
Same period 2017 Same period 2016
Rank 57 56 62
Rank change year-on-year -1 +6 -24
Contract jobs citing Data Analysis 45 28 29
As % of all contract IT jobs advertised in Glasgow 3.19% 2.60% 2.18%
As % of the Processes & Methodologies category 3.71% 3.01% 2.68%
Number of daily rates quoted 28 12 17
Glasgow median daily rate £375 £325 £350
Median daily rate % change year-on-year +15.38% -7.14% -12.50%
10th Percentile £234 £268 £220
90th Percentile £479 £425 £450
Scotland median daily rate £390 £365 £375
% change year-on-year +6.85% -2.67% -6.25%
Number of hourly rates quoted 0 2 0
Glasgow median hourly rate - £17.32 -
Scotland median hourly rate £187.50 £17.32 £22.10
% change year-on-year +982.56% -21.64% -34.51%

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 1,212 929 1,083
As % of all contract IT jobs advertised in Glasgow 85.90% 86.34% 81.31%
Number of daily rates quoted 753 491 589
Glasgow median daily rate £375 £365 £350
Median daily rate % change year-on-year +2.66% +4.37% -6.67%
10th Percentile £263 £200 £206
90th Percentile £511 £488 £475
Scotland median daily rate £400 £375 £380
% change year-on-year +6.67% -1.32% +1.33%
Number of hourly rates quoted 21 11 10
Glasgow median hourly rate £22.50 £17.32 £32.50
Median hourly rate % change year-on-year +29.91% -46.71% +30.00%
10th Percentile £10.00 £10.50 £13.57
90th Percentile £40.00 £44.50 £37.59
Scotland median hourly rate £21.00 £17.45 £34.00
% change year-on-year +20.38% -48.69% +24.77%

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 21 April 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 21 April 2018, IT contractor jobs citing Data Analysis 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 Data Analysis.

1 18 (40.00%) SQL
2 15 (33.33%) Microsoft
2 15 (33.33%) Finance
2 15 (33.33%) Migration
3 13 (28.89%) Business Intelligence
4 11 (24.44%) Agile Software Development
4 11 (24.44%) Data Migration
4 11 (24.44%) Analytics
5 10 (22.22%) Analytical Skills
5 10 (22.22%) Power BI
5 10 (22.22%) Banking
5 10 (22.22%) Oracle
6 9 (20.00%) Tableau
7 8 (17.78%) Data Quality
8 7 (15.56%) Java
8 7 (15.56%) Workflow
8 7 (15.56%) SQL Server Reporting Services
8 7 (15.56%) Business Analysis
8 7 (15.56%) QA
9 6 (13.33%) Dynamics AX
9 6 (13.33%) Investment Banking
9 6 (13.33%) ERP
9 6 (13.33%) Visualisation
9 6 (13.33%) Problem-Solving
10 5 (11.11%) User Stories
10 5 (11.11%) Data Analytics
10 5 (11.11%) ETL
10 5 (11.11%) OO
10 5 (11.11%) Python
10 5 (11.11%) Microsoft Excel

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 3 (6.67%) SharePoint
2 2 (4.44%) Oracle SOA Suite
Applications
1 5 (11.11%) Microsoft Excel
2 4 (8.89%) Microsoft Office
3 3 (6.67%) Microsoft PowerPoint
3 3 (6.67%) MS Visio
4 1 (2.22%) Microsoft Project
Business Applications
1 6 (13.33%) Dynamics AX
2 2 (4.44%) Oracle EBS
2 2 (4.44%) Oracle EBS R12
3 1 (2.22%) Dynamics CRM
3 1 (2.22%) Dynamics NAV
3 1 (2.22%) Oracle 11i
Cloud Services
1 3 (6.67%) Azure Data Factory
1 3 (6.67%) Dynamics 365
1 3 (6.67%) Google Analytics
1 3 (6.67%) Microsoft Azure
2 2 (4.44%) Cloud Computing
3 1 (2.22%) Serverless
Database & Business Intelligence
1 10 (22.22%) Power BI
2 7 (15.56%) SQL Server Reporting Services
3 4 (8.89%) Data Warehouse
3 4 (8.89%) RDBMS
3 4 (8.89%) Relational Database
4 3 (6.67%) QlikView
5 2 (4.44%) Big Data
5 2 (4.44%) Data Lake
5 2 (4.44%) DB2
5 2 (4.44%) Hadoop
5 2 (4.44%) Oracle Database
5 2 (4.44%) Oracle Database 10g
5 2 (4.44%) Oracle Database 11g
6 1 (2.22%) Azure SQL Database
6 1 (2.22%) BusinessObjects
6 1 (2.22%) Data Mining
6 1 (2.22%) Microsoft Analysis Services
6 1 (2.22%) Oracle ODI
6 1 (2.22%) Pentaho
Development Applications
1 3 (6.67%) JIRA
2 2 (4.44%) ClearCase
2 2 (4.44%) Eclipse
2 2 (4.44%) Hudson
2 2 (4.44%) MagicDraw
2 2 (4.44%) Subversion
General
1 15 (33.33%) Finance
2 10 (22.22%) Banking
3 6 (13.33%) Investment Banking
4 1 (2.22%) Legal
4 1 (2.22%) Manufacturing
4 1 (2.22%) Marketing
4 1 (2.22%) Retail
Job Titles
1 28 (62.22%) Analyst
2 14 (31.11%) Data Analyst
3 10 (22.22%) Business Analyst
4 9 (20.00%) Developer
5 5 (11.11%) Java Developer
6 4 (8.89%) Oracle Developer
6 4 (8.89%) Report Analyst
7 2 (4.44%) Consultant
7 2 (4.44%) Data Consultant
7 2 (4.44%) DB2 Developer
7 2 (4.44%) Digital Analyst
7 2 (4.44%) J2EE Developer
7 2 (4.44%) Java/J2EE Developer
7 2 (4.44%) Performance Analyst
7 2 (4.44%) Senior Analyst
7 2 (4.44%) Senior Business Analyst
8 1 (2.22%) Asset Management Analyst
8 1 (2.22%) Asset Management Business Analyst
8 1 (2.22%) Business Change Business Analyst
8 1 (2.22%) SQL Analyst
Libraries, Frameworks & Software Standards
1 4 (8.89%) Hibernate
1 4 (8.89%) Spring
2 2 (4.44%) Apache Camel
2 2 (4.44%) Apache MINA
2 2 (4.44%) J2EE
2 2 (4.44%) JMS
2 2 (4.44%) SOAP
2 2 (4.44%) XML
3 1 (2.22%) ActiveMQ
Miscellaneous
1 10 (22.22%) Analytical Skills
2 3 (6.67%) Derivative
2 3 (6.67%) OTC Derivatives
3 2 (4.44%) Credit Risk
3 2 (4.44%) Market Risk
3 2 (4.44%) Self-Motivation
4 1 (2.22%) Algorithms
4 1 (2.22%) Clustering
4 1 (2.22%) Computer Science
4 1 (2.22%) Data Structures
4 1 (2.22%) User Experience
Processes & Methodologies
1 15 (33.33%) Migration
2 13 (28.89%) Business Intelligence
3 11 (24.44%) Agile Software Development
3 11 (24.44%) Analytics
3 11 (24.44%) Data Migration
4 7 (15.56%) Business Analysis
4 7 (15.56%) Workflow
5 6 (13.33%) ERP
5 6 (13.33%) Problem-Solving
5 6 (13.33%) Visualisation
6 5 (11.11%) Data Analytics
6 5 (11.11%) Data Cleansing
6 5 (11.11%) Data Extraction
6 5 (11.11%) ETL
6 5 (11.11%) GAP Analysis
6 5 (11.11%) OO
6 5 (11.11%) User Stories
7 4 (8.89%) Data Modelling
7 4 (8.89%) Project Management
7 4 (8.89%) Scrum
Programming Languages
1 18 (40.00%) SQL
2 7 (15.56%) Java
3 5 (11.11%) Python
4 4 (8.89%) PL/SQL
5 2 (4.44%) XPath
6 1 (2.22%) C++
6 1 (2.22%) R
Qualifications
1 5 (11.11%) Degree
2 1 (2.22%) CISA
2 1 (2.22%) CISSP
2 1 (2.22%) CRISC
2 1 (2.22%) Security Cleared
Quality Assurance & Compliance
1 8 (17.78%) Data Quality
2 7 (15.56%) QA
3 4 (8.89%) Dodd-Frank
3 4 (8.89%) EMIR
3 4 (8.89%) MiFID
4 2 (4.44%) PMO
5 1 (2.22%) Disclosure Scotland
5 1 (2.22%) FATCA
Systems Management
1 1 (2.22%) Oracle Flashback
Vendors
1 15 (33.33%) Microsoft
2 10 (22.22%) Oracle
3 9 (20.00%) Tableau
4 3 (6.67%) Google
5 1 (2.22%) Teradata