Period
to 21 January 2019

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Glasgow. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 21 January 2019 with a comparison to the same period over 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.

Analytical Skills
Scotland > Glasgow
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 27 24 16
Rank change year-on-year -3 -8 +3
Contract jobs citing Analytical Skills 103 80 89
As % of all contract IT jobs advertised in Glasgow 6.62% 7.01% 8.39%
As % of the Miscellaneous category 20.24% 22.54% 24.12%
Number of daily rates quoted 59 41 36
Glasgow median daily rate £375 £358 £325
Median daily rate % change year-on-year +4.90% +10.00% -
10th Percentile £208 £219 £161
90th Percentile £488 £475 £462
Scotland median daily rate £400 £375 £350
% change year-on-year +6.67% +7.14% -6.67%
Number of hourly rates quoted 5 6 2
Glasgow median hourly rate £26.50 £24.00 £24.25
Median hourly rate % change year-on-year +10.42% -1.03% -
10th Percentile £22.99 £21.00 £17.38
90th Percentile £32.10 £28.00 £30.53
Scotland median hourly rate £26.50 £24.00 £19.50
% change year-on-year +10.42% +23.08% +6.85%

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Glasgow
Contract vacancies with a requirement for generic IT skills 509 355 369
As % of all contract IT jobs advertised in Glasgow 32.73% 31.11% 34.78%
Number of daily rates quoted 297 182 176
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% +7.69%
10th Percentile £263 £201 £153
90th Percentile £538 £475 £471
Scotland median daily rate £400 £380 £350
% change year-on-year +5.26% +8.57% -
Number of hourly rates quoted 16 14 11
Glasgow median hourly rate £18.06 £18.25 £16.50
Median hourly rate % change year-on-year -1.03% +10.61% -55.65%
10th Percentile £11.50 £10.23 £9.25
90th Percentile £39.50 £27.10 £40.25
Scotland median hourly rate £21.56 £20.00 £20.25
% change year-on-year +7.81% -1.23% +6.52%

Analytical Skills
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Analytical Skills in Glasgow

Analytical Skills
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Analytical Skills in Glasgow

Analytical Skills
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Analytical Skills in Glasgow over the 6 months to 21 January 2019.

Contractor daily rate histogram for Analytical Skills in Glasgow

Analytical Skills
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Analytical Skills in Glasgow

For the 6 months to 21 January 2019, IT contractor jobs citing Analytical Skills 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 Analytical Skills.

1 50 (48.54%) Problem-Solving
2 35 (33.98%) Agile Software Development
3 29 (28.16%) Java
4 26 (25.24%) Finance
5 23 (22.33%) Degree
6 20 (19.42%) SQL
7 19 (18.45%) Oracle
7 19 (18.45%) Banking
8 16 (15.53%) Data Analysis
8 16 (15.53%) Spring
8 16 (15.53%) Project Management
9 15 (14.56%) Business Analysis
10 12 (11.65%) Data Protection
10 12 (11.65%) Mentoring
10 12 (11.65%) SDLC
11 11 (10.68%) Time Management
11 11 (10.68%) Investment Banking
11 11 (10.68%) Stakeholder Management
11 11 (10.68%) Hibernate
11 11 (10.68%) Python
11 11 (10.68%) Microsoft Excel
11 11 (10.68%) Microsoft
12 10 (9.71%) Windows
12 10 (9.71%) Change Management
12 10 (9.71%) Front Office
13 9 (8.74%) Scrum
13 9 (8.74%) OO
13 9 (8.74%) XML
13 9 (8.74%) PRINCE2
13 9 (8.74%) PMO

Analytical Skills
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 (1.94%) Oracle SOA Suite
1 2 (1.94%) SharePoint
1 2 (1.94%) SharePoint 2010
1 2 (1.94%) WebLogic
2 1 (0.97%) Alfresco
2 1 (0.97%) Exchange Server 2013
2 1 (0.97%) FileNet
2 1 (0.97%) MS Exchange
2 1 (0.97%) Tomcat
Applications
1 11 (10.68%) Microsoft Excel
2 8 (7.77%) Microsoft Office
3 7 (6.80%) MS Visio
4 5 (4.85%) Microsoft PowerPoint
4 5 (4.85%) Microsoft Project
Business Applications
1 6 (5.83%) AquaLogic BPM
1 6 (5.83%) Oracle BPM
2 1 (0.97%) Workday HCM
Cloud Services
1 4 (3.88%) PaaS
2 2 (1.94%) Salesforce Service Cloud
3 1 (0.97%) Amazon AWS
3 1 (0.97%) Amazon CloudWatch
3 1 (0.97%) AWS CloudFormation
3 1 (0.97%) Datadog
3 1 (0.97%) Google Cloud Platform
3 1 (0.97%) Microsoft Azure
Communications & Networking
1 2 (1.94%) DHCP
1 2 (1.94%) DNS
1 2 (1.94%) NetScaler
2 1 (0.97%) 3G
2 1 (0.97%) 4G
2 1 (0.97%) Diameter Protocol
2 1 (0.97%) Wireshark
Database & Business Intelligence
1 7 (6.80%) Relational Database
2 6 (5.83%) BusinessObjects
3 5 (4.85%) BusinessObjects Web Intelligence
3 5 (4.85%) Oracle Database
3 5 (4.85%) Pentaho
4 4 (3.88%) Data Warehouse
4 4 (3.88%) DB2
4 4 (3.88%) MySQL
4 4 (3.88%) Oracle Database 11g
4 4 (3.88%) RDBMS
5 3 (2.91%) NoSQL
6 2 (1.94%) Big Data
6 2 (1.94%) Hadoop
6 2 (1.94%) Oracle Database 10g
6 2 (1.94%) Oracle Database 12c
6 2 (1.94%) SQL Server
6 2 (1.94%) TKPROF
7 1 (0.97%) Qlik Sense
7 1 (0.97%) QlikView
Development Applications
1 3 (2.91%) Hudson
1 3 (2.91%) Jenkins
2 2 (1.94%) Eclipse
2 2 (1.94%) Git (software)
2 2 (1.94%) JDeveloper
2 2 (1.94%) JIRA
2 2 (1.94%) MagicDraw
2 2 (1.94%) Subversion
3 1 (0.97%) Atlassian Bamboo
3 1 (0.97%) JUnit
3 1 (0.97%) SoapUI
3 1 (0.97%) Travis CI
3 1 (0.97%) Vagrant
General
1 26 (25.24%) Finance
2 19 (18.45%) Banking
3 11 (10.68%) Investment Banking
4 10 (9.71%) Front Office
5 4 (3.88%) Telecoms
6 3 (2.91%) Billing
7 2 (1.94%) Games
8 1 (0.97%) Aerospace
8 1 (0.97%) Automotive
8 1 (0.97%) Back Office
8 1 (0.97%) Law
Job Titles
1 35 (33.98%) Developer
2 23 (22.33%) Analyst
3 16 (15.53%) Java Developer
4 9 (8.74%) Business Analyst
5 8 (7.77%) Designer
6 7 (6.80%) Applications Engineer
6 7 (6.80%) Applications Support
6 7 (6.80%) Applications Support Engineer
6 7 (6.80%) Support Engineer
7 6 (5.83%) Architect
7 6 (5.83%) Senior Developer
8 5 (4.85%) Business Developer
8 5 (4.85%) Infrastructure Architect
8 5 (4.85%) Lead Developer
8 5 (4.85%) Lead Java Developer
8 5 (4.85%) Oracle Developer
8 5 (4.85%) SAP BusinessObjects (BO) Developer
8 5 (4.85%) Solutions Designer
9 4 (3.88%) PMO Analyst
9 4 (3.88%) Solutions Architect
Libraries, Frameworks & Software Standards
1 16 (15.53%) Spring
2 11 (10.68%) Hibernate
3 9 (8.74%) XML
4 8 (7.77%) SOAP
5 7 (6.80%) J2EE
6 6 (5.83%) Apache Camel
6 6 (5.83%) Apache MINA
6 6 (5.83%) JMS
6 6 (5.83%) Middleware
7 5 (4.85%) AngularJS
8 4 (3.88%) .NET
9 3 (2.91%) Kafka
9 3 (2.91%) RESTful
9 3 (2.91%) Web Services
10 2 (1.94%) Ext JS
10 2 (1.94%) HTML
10 2 (1.94%) JPA
10 2 (1.94%) JSON
10 2 (1.94%) React
11 1 (0.97%) XSLT
Miscellaneous
1 8 (7.77%) Self-Motivation
2 6 (5.83%) CMDB
2 6 (5.83%) Reference Data
3 4 (3.88%) Enterprise Software
3 4 (3.88%) Mobile App
4 3 (2.91%) Derivative
4 3 (2.91%) Management Information System
5 2 (1.94%) Analytical Mindset
5 2 (1.94%) AS400
5 2 (1.94%) EMC VMAX
5 2 (1.94%) Equity Derivative
6 1 (0.97%) Credit Risk
6 1 (0.97%) Data Protection Act
6 1 (0.97%) Linux Command Line
6 1 (0.97%) SCADA
6 1 (0.97%) User Experience
6 1 (0.97%) W3C
Operating Systems
1 10 (9.71%) Windows
2 6 (5.83%) Linux
3 5 (4.85%) Windows Server
4 3 (2.91%) Unix
4 3 (2.91%) Windows Server 2008
4 3 (2.91%) Windows Server 2012
5 1 (0.97%) CentOS
5 1 (0.97%) DC/OS
5 1 (0.97%) Red Hat Enterprise Linux
5 1 (0.97%) Ubuntu
5 1 (0.97%) Windows 10
5 1 (0.97%) Windows 7
5 1 (0.97%) Windows 8
Processes & Methodologies
1 50 (48.54%) Problem-Solving
2 35 (33.98%) Agile Software Development
3 16 (15.53%) Data Analysis
3 16 (15.53%) Project Management
4 15 (14.56%) Business Analysis
5 12 (11.65%) Data Protection
5 12 (11.65%) Mentoring
5 12 (11.65%) SDLC
6 11 (10.68%) Stakeholder Management
6 11 (10.68%) Time Management
7 10 (9.71%) Change Management
8 9 (8.74%) OO
8 9 (8.74%) PRINCE2
8 9 (8.74%) Scrum
9 8 (7.77%) Change Control
9 8 (7.77%) Computer Science
9 8 (7.77%) ITIL
9 8 (7.77%) Software Engineering
9 8 (7.77%) Waterfall
10 7 (6.80%) Network Management
Programming Languages
1 29 (28.16%) Java
2 20 (19.42%) SQL
3 11 (10.68%) Python
4 6 (5.83%) Shell Script
4 6 (5.83%) XPath
5 5 (4.85%) C#
5 5 (4.85%) Perl
6 4 (3.88%) C
6 4 (3.88%) PHP
6 4 (3.88%) PL/SQL
6 4 (3.88%) VBA
7 3 (2.91%) C++
7 3 (2.91%) Java 8
7 3 (2.91%) JavaScript
7 3 (2.91%) Scala
7 3 (2.91%) VB
8 2 (1.94%) VBScript
9 1 (0.97%) PowerShell
Qualifications
1 23 (22.33%) Degree
2 7 (6.80%) SC Cleared
2 7 (6.80%) Security Cleared
3 6 (5.83%) DV Cleared
4 5 (4.85%) Computer Science Degree
5 4 (3.88%) PMP
6 3 (2.91%) BPSS Clearance
7 2 (1.94%) HNC
7 2 (1.94%) HND
8 1 (0.97%) Chartered Engineer
8 1 (0.97%) MCSE
8 1 (0.97%) Microsoft Certification
8 1 (0.97%) Numerate Degree
8 1 (0.97%) PMI Certification
8 1 (0.97%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 9 (8.74%) PMO
2 8 (7.77%) SLA
3 4 (3.88%) QA
4 2 (1.94%) Data Quality
4 2 (1.94%) Disclosure Scotland
5 1 (0.97%) GDPR
System Software
1 3 (2.91%) Active Directory
1 3 (2.91%) XenApp
2 2 (1.94%) vSphere
2 2 (1.94%) XenDesktop
3 1 (0.97%) Docker
3 1 (0.97%) Hyper-V
3 1 (0.97%) Microsoft App-V
3 1 (0.97%) Virtual Machines
3 1 (0.97%) VirtualBox
3 1 (0.97%) VMware Infrastructure
Systems Management
1 2 (1.94%) SCCM
2 1 (0.97%) Ansible
2 1 (0.97%) Docker Swarm
2 1 (0.97%) HP ALM
2 1 (0.97%) Kubernetes
2 1 (0.97%) Nagios
2 1 (0.97%) Opscode Chef
2 1 (0.97%) Packer
2 1 (0.97%) Puppet
2 1 (0.97%) Terraform
Vendors
1 19 (18.45%) Oracle
2 11 (10.68%) Microsoft
3 5 (4.85%) Informatica
4 4 (3.88%) SAP
5 3 (2.91%) Citrix
5 3 (2.91%) Salesforce.com
5 3 (2.91%) VMware
6 2 (1.94%) Sybase
6 2 (1.94%) Tableau
7 1 (0.97%) Alteryx
7 1 (0.97%) Automation Anywhere
7 1 (0.97%) DocuSign
7 1 (0.97%) HP
7 1 (0.97%) iManage
7 1 (0.97%) MicroStrategy
7 1 (0.97%) New Relic
7 1 (0.97%) Nokia
7 1 (0.97%) OpenText
7 1 (0.97%) Splunk
7 1 (0.97%) Workday