Period
to 25 May 2019

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 25 May 2019 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
25 May 2019
Same period 2018 Same period 2017
Rank 75 60 46
Rank change year-on-year -15 -14 +18
Contract jobs citing Data Analysis 31 52 40
As % of all contract IT jobs advertised in Glasgow 2.17% 3.32% 3.51%
As % of the Processes & Methodologies category 2.45% 3.82% 4.00%
Number of daily rates quoted 18 33 16
Glasgow median daily rate £393 £375 £325
Median daily rate % change year-on-year +4.67% +15.38% -7.14%
10th Percentile £259 £168 £268
90th Percentile £458 £518 £425
Scotland median daily rate £380 £390 £375
% change year-on-year -2.56% +4.00% -
Number of hourly rates quoted 1 0 2
Glasgow median hourly rate £11.09 - £17.32
Scotland median hourly rate £11.09 £187.50 £17.32
% change year-on-year -94.09% +982.56% +23.71%

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 1,263 1,360 1,000
As % of all contract IT jobs advertised in Glasgow 88.32% 86.96% 87.64%
Number of daily rates quoted 778 826 525
Glasgow median daily rate £418 £389 £370
Median daily rate % change year-on-year +7.40% +5.07% +5.71%
10th Percentile £285 £263 £239
90th Percentile £575 £528 £488
Scotland median daily rate £425 £400 £378
% change year-on-year +6.25% +5.96% +0.67%
Number of hourly rates quoted 43 26 11
Glasgow median hourly rate £25.50 £17.93 £17.39
Median hourly rate % change year-on-year +42.22% +3.11% -46.49%
10th Percentile £12.25 £10.10 £14.49
90th Percentile £39.60 £35.00 £44.50
Scotland median hourly rate £23.06 £20.75 £22.75
% change year-on-year +11.14% -8.79% -36.81%

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 25 May 2019.

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 25 May 2019, 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 22 (70.97%) Business Analysis
2 17 (54.84%) Agile Software Development
3 15 (48.39%) Finance
4 8 (25.81%) Process Improvement
5 7 (22.58%) Degree
5 7 (22.58%) Data Modelling
6 6 (19.35%) Workflow
6 6 (19.35%) Benchmarking
6 6 (19.35%) Software Engineering
6 6 (19.35%) Scrum
6 6 (19.35%) Banking
6 6 (19.35%) Computer Science
6 6 (19.35%) Analytical Skills
6 6 (19.35%) Anti-Money Laundering
6 6 (19.35%) Computer Science Degree
7 5 (16.13%) Use Case
7 5 (16.13%) Actimize
8 4 (12.90%) Microsoft PowerPoint
8 4 (12.90%) Systems Analysis
8 4 (12.90%) Management Information System
8 4 (12.90%) Windows
8 4 (12.90%) Linux
8 4 (12.90%) Microsoft Excel
8 4 (12.90%) QA
8 4 (12.90%) NAS
8 4 (12.90%) User Stories
8 4 (12.90%) Relational Database
8 4 (12.90%) Master's Degree
8 4 (12.90%) Problem-Solving
9 3 (9.68%) Infrastructure Automation

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 (9.68%) Apache Qpid
Applications
1 4 (12.90%) Microsoft Excel
1 4 (12.90%) Microsoft PowerPoint
2 1 (3.23%) Microsoft Office
Business Applications
1 5 (16.13%) Actimize
Cloud Services
1 1 (3.23%) Microsoft Azure
1 1 (3.23%) Power Platform
Communications & Networking
1 4 (12.90%) NAS
Database & Business Intelligence
1 4 (12.90%) Relational Database
2 3 (9.68%) Data Warehouse
3 2 (6.45%) Crystal Reports
4 1 (3.23%) Azure SQL Database
4 1 (3.23%) Data Mart
4 1 (3.23%) DB2
4 1 (3.23%) Oracle Database
4 1 (3.23%) Oracle Database 10g
4 1 (3.23%) Oracle Database 11g
4 1 (3.23%) Power BI
4 1 (3.23%) RDBMS
4 1 (3.23%) SQL Server
4 1 (3.23%) SQL Server Integration Services
Development Applications
1 3 (9.68%) Jenkins
1 3 (9.68%) Maven
2 2 (6.45%) JIRA
3 1 (3.23%) Eclipse
3 1 (3.23%) Hudson
3 1 (3.23%) MagicDraw
3 1 (3.23%) Subversion
General
1 15 (48.39%) Finance
2 6 (19.35%) Banking
3 1 (3.23%) Investment Banking
3 1 (3.23%) Retail
3 1 (3.23%) Retail Banking
Job Titles
1 26 (83.87%) Analyst
2 17 (54.84%) Business Analyst
3 11 (35.48%) Data Analyst
4 5 (16.13%) Data Business Analyst
4 5 (16.13%) Monitoring Analyst
5 4 (12.90%) AML Business Analyst
5 4 (12.90%) Business Data Analyst
5 4 (12.90%) Technical Analyst
5 4 (12.90%) Technical Business Analyst
6 3 (9.68%) Agile Business Analyst
6 3 (9.68%) Business Systems Analyst
6 3 (9.68%) Systems Analyst
7 2 (6.45%) Developer
8 1 (3.23%) Business Intelligence Analyst
8 1 (3.23%) Business IT Analyst
8 1 (3.23%) Java Developer
8 1 (3.23%) Operations Business Analyst
8 1 (3.23%) QA Analyst
8 1 (3.23%) Report Analyst
8 1 (3.23%) Service Analyst
Libraries, Frameworks & Software Standards
1 3 (9.68%) Kafka
1 3 (9.68%) RabbitMQ
1 3 (9.68%) REST
1 3 (9.68%) SOAP
2 1 (3.23%) Hibernate
2 1 (3.23%) J2EE
2 1 (3.23%) Spring
Miscellaneous
1 6 (19.35%) Analytical Skills
2 4 (12.90%) Management Information System
Operating Systems
1 4 (12.90%) Linux
1 4 (12.90%) Windows
Processes & Methodologies
1 22 (70.97%) Business Analysis
2 17 (54.84%) Agile Software Development
3 8 (25.81%) Process Improvement
4 7 (22.58%) Data Modelling
5 6 (19.35%) Anti-Money Laundering
5 6 (19.35%) Benchmarking
5 6 (19.35%) Computer Science
5 6 (19.35%) Scrum
5 6 (19.35%) Software Engineering
5 6 (19.35%) Workflow
6 5 (16.13%) Use Case
7 4 (12.90%) Problem-Solving
7 4 (12.90%) Systems Analysis
7 4 (12.90%) User Stories
8 3 (9.68%) Acceptance Criteria
8 3 (9.68%) Build Automation
8 3 (9.68%) Change Control
8 3 (9.68%) Data Integration
8 3 (9.68%) Root Cause Analysis
8 3 (9.68%) SDLC
Programming Languages
1 3 (9.68%) Perl
1 3 (9.68%) Python
2 2 (6.45%) SQL
3 1 (3.23%) Java
3 1 (3.23%) T-SQL
Qualifications
1 7 (22.58%) Degree
2 6 (19.35%) Computer Science Degree
3 4 (12.90%) Master's Degree
Quality Assurance & Compliance
1 4 (12.90%) QA
2 2 (6.45%) PMO
3 1 (3.23%) Data Quality
3 1 (3.23%) Disclosure Scotland
Systems Management
1 3 (9.68%) Ansible
1 3 (9.68%) Nagios
1 3 (9.68%) Opscode Chef
1 3 (9.68%) Puppet
Vendors
1 1 (3.23%) Microsoft
1 1 (3.23%) Oracle
1 1 (3.23%) SAP
1 1 (3.23%) Tableau