Period
to 16 November 2018

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 16 November 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.

Migration
Scotland > Glasgow
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 19 22 35
Rank change year-on-year +3 +13 -19
Contract jobs citing Migration 136 91 55
As % of all contract IT jobs advertised in Glasgow 7.99% 6.95% 4.86%
As % of the Processes & Methodologies category 8.92% 7.92% 5.74%
Number of daily rates quoted 82 45 37
Glasgow median daily rate £391 £338 £388
Median daily rate % change year-on-year +15.93% -12.90% +3.33%
10th Percentile £214 £189 £239
90th Percentile £538 £483 £431
Scotland median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -5.78%
Number of hourly rates quoted 9 9 0
Glasgow median hourly rate £13.50 £15.86 -
Median hourly rate % change year-on-year -14.88% - -
Scotland median hourly rate £13.50 £20.00 £39.00
% change year-on-year -32.50% -48.72% +215.79%

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 1,524 1,149 959
As % of all contract IT jobs advertised in Glasgow 89.49% 87.71% 84.72%
Number of daily rates quoted 881 615 511
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £256 £256 £223
90th Percentile £538 £500 £450
Scotland median daily rate £400 £390 £360
% change year-on-year +2.56% +8.33% -4.00%
Number of hourly rates quoted 29 34 22
Glasgow median hourly rate £19.00 £24.00 £15.25
Median hourly rate % change year-on-year -20.83% +57.38% -43.16%
10th Percentile £12.95 £10.00 £9.25
90th Percentile £40.41 £33.53 £42.73
Scotland median hourly rate £25.00 £25.00 £21.00
% change year-on-year - +19.05% +1.20%

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 16 November 2018.

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 16 November 2018, 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 49 (36.03%) Agile Software Development
2 44 (32.35%) Microsoft
3 35 (25.74%) Finance
3 35 (25.74%) Data Migration
4 25 (18.38%) DevOps
5 21 (15.44%) Windows
6 20 (14.71%) Oracle
6 20 (14.71%) VMware
7 18 (13.24%) SharePoint
7 18 (13.24%) Web Application Development
8 17 (12.50%) Data Centre
8 17 (12.50%) Project Management
8 17 (12.50%) Security Cleared
9 14 (10.29%) CRM
9 14 (10.29%) JavaScript
10 13 (9.56%) MS Exchange
10 13 (9.56%) Firewall
11 12 (8.82%) SCCM
11 12 (8.82%) Dynamics CRM
11 12 (8.82%) Workflow
12 11 (8.09%) Active Directory
12 11 (8.09%) Business Intelligence
12 11 (8.09%) C#
12 11 (8.09%) Java
12 11 (8.09%) PowerShell
12 11 (8.09%) Amazon AWS
13 10 (7.35%) Windows 7
13 10 (7.35%) BPSS Clearance
13 10 (7.35%) PRINCE2
13 10 (7.35%) Stakeholder Management

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 18 (13.24%) SharePoint
2 13 (9.56%) MS Exchange
3 6 (4.41%) Exchange Server 2003
4 4 (2.94%) SharePoint 2013
5 3 (2.21%) IBM Notes
5 3 (2.21%) OpenStack
6 2 (1.47%) CMS
6 2 (1.47%) Exchange Server 2013
6 2 (1.47%) IIS
6 2 (1.47%) SharePoint 2010
6 2 (1.47%) SharePoint Server
6 2 (1.47%) Tomcat
7 1 (0.74%) Apache Spark
7 1 (0.74%) IBM Domino
7 1 (0.74%) Office Communications Server
7 1 (0.74%) Skype for Business
Applications
1 9 (6.62%) Microsoft Office
2 6 (4.41%) Microsoft Project
3 4 (2.94%) MS Visio
4 2 (1.47%) InfoPath
5 1 (0.74%) Microsoft Excel
5 1 (0.74%) Mingle
Business Applications
1 12 (8.82%) Dynamics CRM
2 3 (2.21%) Dynamics AX
3 1 (0.74%) AquaLogic BPM
3 1 (0.74%) NetSuite
3 1 (0.74%) Oracle BPM
3 1 (0.74%) Oracle EBS
3 1 (0.74%) Oracle Procure-to-Pay
3 1 (0.74%) Oracle Receivables
Cloud Services
1 11 (8.09%) Amazon AWS
2 8 (5.88%) Microsoft Azure
3 6 (4.41%) Office 365
3 6 (4.41%) Virtual Private Cloud
4 5 (3.68%) Dynamics 365
4 5 (3.68%) PaaS
5 3 (2.21%) Amazon EC2
5 3 (2.21%) AWS CloudFormation
5 3 (2.21%) AWS Lambda
5 3 (2.21%) IaaS
5 3 (2.21%) Serverless
6 2 (1.47%) OneDrive
7 1 (0.74%) Apigee
Communications & Networking
1 13 (9.56%) Firewall
2 7 (5.15%) Skype
3 6 (4.41%) TCP/IP
4 5 (3.68%) ADSL
4 5 (3.68%) ATM
4 5 (3.68%) BGP
4 5 (3.68%) DSL
4 5 (3.68%) EIGRP
4 5 (3.68%) Ethernet
4 5 (3.68%) Internet
4 5 (3.68%) LAN
4 5 (3.68%) MPLS
4 5 (3.68%) OSPF
4 5 (3.68%) RIP
4 5 (3.68%) VPN
4 5 (3.68%) WAN
4 5 (3.68%) xDSL
5 4 (2.94%) DHCP
5 4 (2.94%) DWDM
5 4 (2.94%) SDH
Database & Business Intelligence
1 8 (5.88%) SQL Server Reporting Services
2 7 (5.15%) Electronic Patient Records
2 7 (5.15%) MariaDB
3 5 (3.68%) SQL Server
4 3 (2.21%) MongoDB
4 3 (2.21%) MySQL
4 3 (2.21%) Oracle Database
4 3 (2.21%) Relational Database
5 2 (1.47%) Big Data
5 2 (1.47%) Data Warehouse
5 2 (1.47%) Power BI
6 1 (0.74%) Apache Hive
6 1 (0.74%) HBase
6 1 (0.74%) Impala
6 1 (0.74%) NoSQL
6 1 (0.74%) Oracle Database 11g
6 1 (0.74%) Oracle Database 12c
6 1 (0.74%) Qlik Sense
6 1 (0.74%) QlikView
6 1 (0.74%) SQL Server Integration Services
Development Applications
1 8 (5.88%) Jenkins
2 6 (4.41%) Git (software)
2 6 (4.41%) InstallShield
2 6 (4.41%) MSI
2 6 (4.41%) Subversion
2 6 (4.41%) Wise Package Studio
3 5 (3.68%) Maven
4 4 (2.94%) Artifactory
4 4 (2.94%) GitLab
4 4 (2.94%) GoCD
4 4 (2.94%) Sonatype Nexus
4 4 (2.94%) TeamCity
4 4 (2.94%) Vagrant
5 3 (2.21%) Gradle
5 3 (2.21%) JIRA
6 2 (1.47%) Bugzilla
6 2 (1.47%) MorphX
7 1 (0.74%) Hudson
7 1 (0.74%) Team Foundation Server
7 1 (0.74%) Visual Studio
General
1 35 (25.74%) Finance
2 7 (5.15%) Telecoms
3 4 (2.94%) Manufacturing
3 4 (2.94%) Marketing
4 2 (1.47%) Banking
5 1 (0.74%) Electronics
5 1 (0.74%) Front Office
5 1 (0.74%) Retail
5 1 (0.74%) Retail Banking
Job Titles
1 25 (18.38%) Project Manager
2 21 (15.44%) Developer
3 17 (12.50%) Architect
4 15 (11.03%) Analyst
5 10 (7.35%) Network Engineer
6 9 (6.62%) Infrastructure Manager
6 9 (6.62%) Infrastructure Project Manager
7 8 (5.88%) CRM Developer
7 8 (5.88%) Migration Analyst
8 7 (5.15%) DevOps Engineer
9 6 (4.41%) Applications Packager
9 6 (4.41%) ETL Developer
10 5 (3.68%) Technical Architect
11 4 (2.94%) Desktop Support
11 4 (2.94%) IT Manager
11 4 (2.94%) IT Project Manager
11 4 (2.94%) Technical Leader
12 3 (2.21%) Desktop Engineer
12 3 (2.21%) Migration Project Manager
12 3 (2.21%) Oracle Developer
Libraries, Frameworks & Software Standards
1 7 (5.15%) Spring
2 6 (4.41%) RESTful
3 5 (3.68%) React
3 5 (3.68%) Spring Boot
4 4 (2.94%) AngularJS
4 4 (2.94%) CSS
4 4 (2.94%) XML
5 3 (2.21%) Elastic Stack
5 3 (2.21%) Hibernate
5 3 (2.21%) SOAP
6 2 (1.47%) .NET
6 2 (1.47%) HTML
6 2 (1.47%) HTML5
6 2 (1.47%) jQuery
6 2 (1.47%) Node.js
6 2 (1.47%) Web Services
6 2 (1.47%) XSLT
7 1 (0.74%) .NET Framework
7 1 (0.74%) JMS
7 1 (0.74%) LDAP
Miscellaneous
1 17 (12.50%) Data Centre
2 8 (5.88%) Virtual Team
3 7 (5.15%) e-Health
3 7 (5.15%) LIMS
3 7 (5.15%) PACS
4 3 (2.21%) Analytical Skills
4 3 (2.21%) Computer Science
4 3 (2.21%) User Experience
5 2 (1.47%) Enterprise Software
5 2 (1.47%) Mobile App
5 2 (1.47%) PMI
6 1 (0.74%) AS400
6 1 (0.74%) Clustering
6 1 (0.74%) Derivative
6 1 (0.74%) DTCC
6 1 (0.74%) Eurex
6 1 (0.74%) Greenfield Project
6 1 (0.74%) iSeries
6 1 (0.74%) Reference Data
6 1 (0.74%) Self-Motivation
Operating Systems
1 21 (15.44%) Windows
2 10 (7.35%) Windows 7
3 9 (6.62%) Linux
4 8 (5.88%) Windows 10
5 5 (3.68%) Red Hat Enterprise Linux
6 3 (2.21%) Unix
6 3 (2.21%) Windows Server
7 2 (1.47%) Windows Server 2003
7 2 (1.47%) Windows Server 2008
7 2 (1.47%) Windows Server 2012
7 2 (1.47%) Windows XP
8 1 (0.74%) Solaris
Processes & Methodologies
1 49 (36.03%) Agile Software Development
2 35 (25.74%) Data Migration
3 25 (18.38%) DevOps
4 18 (13.24%) Web Application Development
5 17 (12.50%) Project Management
6 14 (10.29%) CRM
7 12 (8.82%) Workflow
8 11 (8.09%) Business Intelligence
9 10 (7.35%) PRINCE2
9 10 (7.35%) Stakeholder Management
10 9 (6.62%) Analytics
10 9 (6.62%) Continuous Integration
11 8 (5.88%) Data Protection
11 8 (5.88%) ETL
11 8 (5.88%) Programme Management
11 8 (5.88%) Virtual Team Management
11 8 (5.88%) Workflow Development
12 7 (5.15%) Informatics
12 7 (5.15%) Scrum
12 7 (5.15%) Technical Architecture
Programming Languages
1 14 (10.29%) JavaScript
2 11 (8.09%) C#
2 11 (8.09%) Java
2 11 (8.09%) PowerShell
3 6 (4.41%) Python
3 6 (4.41%) VB
3 6 (4.41%) VBScript
4 5 (3.68%) SQL
5 2 (1.47%) Java 8
5 2 (1.47%) Shell Script
5 2 (1.47%) X++
6 1 (0.74%) Bash Shell
6 1 (0.74%) C
6 1 (0.74%) Perl
6 1 (0.74%) VBA
6 1 (0.74%) XPath
Qualifications
1 17 (12.50%) Security Cleared
2 10 (7.35%) BPSS Clearance
2 10 (7.35%) SC Cleared
3 8 (5.88%) PMI Certification
3 8 (5.88%) PMP
4 7 (5.15%) Degree
5 6 (4.41%) CCNA
5 6 (4.41%) Cisco Certification
6 5 (3.68%) BC Cleared
6 5 (3.68%) CCNP
7 4 (2.94%) Microsoft Certification
8 3 (2.21%) Computer Science Degree
9 2 (1.47%) CCIP
9 2 (1.47%) PRINCE2 Certification
10 1 (0.74%) ITIL Foundation Certificate
10 1 (0.74%) MCSE
Quality Assurance & Compliance
1 7 (5.15%) HL7
1 7 (5.15%) PMO
2 4 (2.94%) QA
3 3 (2.21%) Data Quality
4 2 (1.47%) PSD2
5 1 (0.74%) Disclosure Scotland
System Software
1 11 (8.09%) Active Directory
2 6 (4.41%) Docker
2 6 (4.41%) Microsoft App-V
2 6 (4.41%) VMware Infrastructure
3 1 (0.74%) HDFS
3 1 (0.74%) Oracle RAC
3 1 (0.74%) VMware ESXi
Systems Management
1 12 (8.82%) SCCM
2 8 (5.88%) Ansible
3 4 (2.94%) Packer
3 4 (2.94%) Terraform
4 1 (0.74%) Graphite
4 1 (0.74%) HAProxy
4 1 (0.74%) HP ALM
4 1 (0.74%) Icinga
4 1 (0.74%) Oracle RMAN
Vendors
1 44 (32.35%) Microsoft
2 20 (14.71%) Oracle
2 20 (14.71%) VMware
3 8 (5.88%) Cisco
4 4 (2.94%) Alcatel-Lucent
4 4 (2.94%) Nortel
5 3 (2.21%) Citrix
5 3 (2.21%) Lotus
5 3 (2.21%) Salesforce.com
5 3 (2.21%) Siebel
5 3 (2.21%) Symantec
6 2 (1.47%) Ciena
6 2 (1.47%) Dell
6 2 (1.47%) Ericsson
6 2 (1.47%) F5
6 2 (1.47%) Huawei
6 2 (1.47%) IBM
6 2 (1.47%) Juniper
6 2 (1.47%) SAP
7 1 (0.74%) Nintex