Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Skill Sets
Period
to 19 January 2019

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Migration over the 6 months to 19 January 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.

Migration
Scotland > Glasgow
6 months to
19 Jan 2019		 Same period 2018 Same period 2017
Rank 26 20 25
Rank change year-on-year -6 +5 -10
Contract jobs citing Migration 114 90 71
As % of all contract IT jobs advertised in Glasgow 7.32% 7.76% 6.65%
As % of the Processes & Methodologies category 8.14% 8.88% 7.74%
Number of daily rates quoted 63 49 38
Glasgow median daily rate £393 £350 £325
Median daily rate % change year-on-year +12.14% +7.69% -13.33%
10th Percentile £215 £181 £220
90th Percentile £623 £440 £478
Scotland median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -6.25%
Number of hourly rates quoted 4 9 0
Glasgow median hourly rate £19.00 £15.86 -
Median hourly rate % change year-on-year +19.80% - -
Scotland median hourly rate £15.86 £20.11 £39.00
% change year-on-year -21.11% -48.45% +200.00%

Migration 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 1,401 1,013 917
As % of all contract IT jobs advertised in Glasgow 89.98% 87.33% 85.86%
Number of daily rates quoted 845 586 468
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £263 £256 £200
90th Percentile £550 £506 £451
Scotland median daily rate £412 £400 £375
% change year-on-year +2.88% +6.67% -
Number of hourly rates quoted 33 30 23
Glasgow median hourly rate £22.75 £24.00 £21.00
Median hourly rate % change year-on-year -5.21% +14.29% -16.00%
10th Percentile £12.25 £10.00 £10.00
90th Percentile £42.25 £33.88 £45.50
Scotland median hourly rate £24.50 £21.00 £22.75
% change year-on-year +16.67% -7.69% +8.33%

Migration
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Migration in Glasgow

Migration
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Migration in Glasgow

Migration
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Migration in Glasgow over the 6 months to 19 January 2019.

Contractor daily rate histogram for Migration in Glasgow

Migration
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Migration in Glasgow

For the 6 months to 19 January 2019, IT contractor jobs citing Migration 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 Migration.

1 48 (42.11%) Agile Software Development
2 28 (24.56%) Data Migration
2 28 (24.56%) Microsoft
3 26 (22.81%) Finance
4 25 (21.93%) DevOps
5 21 (18.42%) Web Application Development
6 17 (14.91%) Project Management
6 17 (14.91%) Linux
7 16 (14.04%) Data Centre
8 15 (13.16%) Windows
9 14 (12.28%) Firewall
9 14 (12.28%) VMware
10 13 (11.40%) RESTful
10 13 (11.40%) Amazon AWS
10 13 (11.40%) Java
11 12 (10.53%) Oracle
12 11 (9.65%) SharePoint
12 11 (9.65%) Security Cleared
12 11 (9.65%) Continuous Integration
12 11 (9.65%) Workflow
12 11 (9.65%) Continuous Delivery
12 11 (9.65%) Ansible
13 10 (8.77%) Microservices
13 10 (8.77%) React
13 10 (8.77%) Technical Architecture
13 10 (8.77%) SCCM
14 9 (7.89%) Stakeholder Management
14 9 (7.89%) PRINCE2
14 9 (7.89%) Microsoft Office
14 9 (7.89%) Business Intelligence

Migration
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 11 (9.65%) SharePoint
2 8 (7.02%) MS Exchange
3 4 (3.51%) Exchange Server 2003
4 3 (2.63%) JBoss
4 3 (2.63%) Oracle Application Server
5 2 (1.75%) Alfresco
5 2 (1.75%) CMS
5 2 (1.75%) Exchange Server 2013
5 2 (1.75%) IBM Notes
5 2 (1.75%) SharePoint 2013
5 2 (1.75%) Tomcat
6 1 (0.88%) SAS
Applications
1 9 (7.89%) Microsoft Office
2 6 (5.26%) Microsoft Project
3 4 (3.51%) MS Visio
4 2 (1.75%) Microsoft Excel
Business Applications
1 5 (4.39%) Dynamics CRM
2 3 (2.63%) Dynamics AX
3 1 (0.88%) NetSuite
3 1 (0.88%) Oracle EBS
3 1 (0.88%) Oracle Procure-to-Pay
3 1 (0.88%) Oracle Receivables
Cloud Services
1 13 (11.40%) Amazon AWS
2 8 (7.02%) IaaS
3 6 (5.26%) Virtual Private Cloud
4 5 (4.39%) AWS CloudFormation
4 5 (4.39%) Microsoft Azure
5 4 (3.51%) Dynamics 365
6 3 (2.63%) Amazon EC2
6 3 (2.63%) AWS Lambda
6 3 (2.63%) Office 365
6 3 (2.63%) Serverless
7 2 (1.75%) OneDrive
7 2 (1.75%) PaaS
8 1 (0.88%) Apigee
Communications & Networking
1 14 (12.28%) Firewall
2 6 (5.26%) Internet
3 4 (3.51%) DNS
3 4 (3.51%) Skype
3 4 (3.51%) TCP/IP
4 3 (2.63%) ADSL
4 3 (2.63%) ATM
4 3 (2.63%) BGP
4 3 (2.63%) DHCP
4 3 (2.63%) DSL
4 3 (2.63%) DWDM
4 3 (2.63%) Ethernet
4 3 (2.63%) HTTP
4 3 (2.63%) LAN
4 3 (2.63%) MPLS
4 3 (2.63%) OSPF
4 3 (2.63%) RIP
4 3 (2.63%) SDH
4 3 (2.63%) VPN
4 3 (2.63%) WAN
Database & Business Intelligence
1 6 (5.26%) MariaDB
2 5 (4.39%) Electronic Patient Records
2 5 (4.39%) SQL Server Reporting Services
3 3 (2.63%) Data Warehouse
3 3 (2.63%) Oracle Database
3 3 (2.63%) RDBMS
3 3 (2.63%) Relational Database
4 2 (1.75%) Oracle Database 12c
4 2 (1.75%) Power BI
4 2 (1.75%) SQL Server
5 1 (0.88%) Big Data
5 1 (0.88%) MongoDB
5 1 (0.88%) MySQL
5 1 (0.88%) Qlik Sense
5 1 (0.88%) QlikView
Development Applications
1 9 (7.89%) Jenkins
2 7 (6.14%) Subversion
3 6 (5.26%) Git (software)
3 6 (5.26%) InstallShield
3 6 (5.26%) MSI
3 6 (5.26%) Wise Package Studio
4 3 (2.63%) Artifactory
4 3 (2.63%) GitLab
4 3 (2.63%) GoCD
4 3 (2.63%) Maven
4 3 (2.63%) Sonatype Nexus
4 3 (2.63%) TeamCity
4 3 (2.63%) Vagrant
5 2 (1.75%) Bugzilla
5 2 (1.75%) Gradle
5 2 (1.75%) JIRA
5 2 (1.75%) MorphX
6 1 (0.88%) Hudson
6 1 (0.88%) SoapUI
General
1 26 (22.81%) Finance
2 4 (3.51%) Telecoms
3 3 (2.63%) Manufacturing
4 1 (0.88%) Banking
4 1 (0.88%) Investment Banking
4 1 (0.88%) Law
4 1 (0.88%) Marketing
4 1 (0.88%) Publishing
Job Titles
1 24 (21.05%) Project Manager
2 18 (15.79%) Architect
3 12 (10.53%) Developer
4 11 (9.65%) Analyst
5 10 (8.77%) Technical Architect
6 9 (7.89%) DevOps Engineer
6 9 (7.89%) Infrastructure Manager
6 9 (7.89%) Infrastructure Project Manager
7 7 (6.14%) Network Engineer
7 7 (6.14%) Senior Architect
7 7 (6.14%) Senior Technical Architect
8 6 (5.26%) Applications Packager
9 5 (4.39%) Migration Analyst
10 4 (3.51%) Technical Leader
11 3 (2.63%) ETL Developer
11 3 (2.63%) IT Project Manager
11 3 (2.63%) Oracle DBA
11 3 (2.63%) Team Leader
11 3 (2.63%) Technical Analyst
11 3 (2.63%) Technical Design Leader
Libraries, Frameworks & Software Standards
1 13 (11.40%) RESTful
2 10 (8.77%) React
3 9 (7.89%) Spring
4 8 (7.02%) AngularJS
4 8 (7.02%) Spring Boot
5 4 (3.51%) SOAP
5 4 (3.51%) Web Services
6 3 (2.63%) HTML
6 3 (2.63%) XML
7 2 (1.75%) CSS
7 2 (1.75%) Elastic Stack
7 2 (1.75%) HTML5
7 2 (1.75%) JSON
7 2 (1.75%) LDAP
7 2 (1.75%) Node.js
7 2 (1.75%) OC4J
8 1 (0.88%) .NET
8 1 (0.88%) .NET Framework
8 1 (0.88%) Hibernate
8 1 (0.88%) REST
Miscellaneous
1 16 (14.04%) Data Centre
2 8 (7.02%) Virtual Team
3 5 (4.39%) e-Health
3 5 (4.39%) LIMS
3 5 (4.39%) PACS
4 3 (2.63%) Enterprise Software
5 2 (1.75%) Analytical Skills
5 2 (1.75%) Greenfield Project
5 2 (1.75%) PMI
5 2 (1.75%) User Experience
6 1 (0.88%) AS400
6 1 (0.88%) iSeries
6 1 (0.88%) PKI
Operating Systems
1 17 (14.91%) Linux
2 15 (13.16%) Windows
3 9 (7.89%) Windows 7
4 7 (6.14%) Windows 10
5 6 (5.26%) Unix
6 3 (2.63%) Red Hat Enterprise Linux
7 2 (1.75%) AIX
7 2 (1.75%) Tru64
8 1 (0.88%) Solaris
8 1 (0.88%) Windows XP
Processes & Methodologies
1 48 (42.11%) Agile Software Development
2 28 (24.56%) Data Migration
3 25 (21.93%) DevOps
4 21 (18.42%) Web Application Development
5 17 (14.91%) Project Management
6 11 (9.65%) Continuous Delivery
6 11 (9.65%) Continuous Integration
6 11 (9.65%) Workflow
7 10 (8.77%) Microservices
7 10 (8.77%) Technical Architecture
8 9 (7.89%) Business Intelligence
8 9 (7.89%) Collaborative Working
8 9 (7.89%) PRINCE2
8 9 (7.89%) Stakeholder Management
9 8 (7.02%) ETL
9 8 (7.02%) Software Engineering
9 8 (7.02%) Virtual Team Management
10 7 (6.14%) Data Protection
10 7 (6.14%) Incident Management
10 7 (6.14%) Programme Management
Programming Languages
1 13 (11.40%) Java
2 8 (7.02%) JavaScript
2 8 (7.02%) SQL
3 6 (5.26%) PowerShell
3 6 (5.26%) VB
3 6 (5.26%) VBScript
4 5 (4.39%) C#
4 5 (4.39%) Python
5 3 (2.63%) PL/SQL
6 2 (1.75%) Perl
6 2 (1.75%) Shell Script
6 2 (1.75%) X++
7 1 (0.88%) Bash Shell
7 1 (0.88%) VBA
Qualifications
1 11 (9.65%) Security Cleared
2 8 (7.02%) PMI Certification
2 8 (7.02%) PMP
2 8 (7.02%) SC Cleared
3 6 (5.26%) BPSS Clearance
4 4 (3.51%) CCNA
4 4 (3.51%) Cisco Certification
4 4 (3.51%) Degree
5 3 (2.63%) BC Cleared
5 3 (2.63%) CCNP
5 3 (2.63%) Microsoft Certification
6 2 (1.75%) CCIP
7 1 (0.88%) Computer Science Degree
7 1 (0.88%) ITIL Foundation Certificate
7 1 (0.88%) PRINCE2 Certification
Quality Assurance & Compliance
1 7 (6.14%) QA
2 6 (5.26%) Data Quality
2 6 (5.26%) PMO
3 5 (4.39%) HL7
4 3 (2.63%) Disclosure Scotland
System Software
1 8 (7.02%) Active Directory
2 6 (5.26%) Microsoft App-V
2 6 (5.26%) VMware Infrastructure
3 5 (4.39%) Docker
4 2 (1.75%) Oracle RAC
5 1 (0.88%) Postfix
5 1 (0.88%) Sendmail
Systems Management
1 11 (9.65%) Ansible
2 10 (8.77%) SCCM
3 5 (4.39%) Terraform
4 3 (2.63%) Packer
5 2 (1.75%) Enterprise Manager Cloud Control
5 2 (1.75%) Oracle RMAN
5 2 (1.75%) Puppet
6 1 (0.88%) HP ALM
Vendors
1 28 (24.56%) Microsoft
2 14 (12.28%) VMware
3 12 (10.53%) Oracle
4 5 (4.39%) Cisco
5 3 (2.63%) Alcatel-Lucent
5 3 (2.63%) Lotus
5 3 (2.63%) Nortel
5 3 (2.63%) Symantec
6 2 (1.75%) IBM
6 2 (1.75%) Juniper
6 2 (1.75%) SAP
7 1 (0.88%) Avaya
7 1 (0.88%) Citrix
7 1 (0.88%) Dell
7 1 (0.88%) Ericsson
7 1 (0.88%) HP
7 1 (0.88%) JD Edwards
7 1 (0.88%) Nokia
7 1 (0.88%) Salesforce.com
7 1 (0.88%) Siebel