Period
to 26 April 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 26 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.

Migration
Scotland > Glasgow
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 20 17 22
Rank change year-on-year -3 +5 -2
Contract jobs citing Migration 109 93 93
As % of all contract IT jobs advertised in Glasgow 7.64% 8.52% 6.94%
As % of the Processes & Methodologies category 8.86% 9.85% 8.49%
Number of daily rates quoted 68 48 54
Glasgow median daily rate £375 £408 £365
Median daily rate % change year-on-year -7.98% +11.64% +7.75%
10th Percentile £261 £239 £266
90th Percentile £511 £516 £521
Scotland median daily rate £409 £425 £400
% change year-on-year -3.71% +6.25% +6.67%
Number of hourly rates quoted 3 0 0
Glasgow median hourly rate £20.00 - -
Scotland median hourly rate £21.00 £13.00 £15.25
% change year-on-year +61.54% -14.75% -10.29%

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 1,230 944 1,096
As % of all contract IT jobs advertised in Glasgow 86.19% 86.53% 81.79%
Number of daily rates quoted 763 498 596
Glasgow median daily rate £388 £370 £350
Median daily rate % change year-on-year +4.73% +5.71% -6.67%
10th Percentile £263 £213 £208
90th Percentile £513 £488 £481
Scotland median daily rate £400 £375 £380
% change year-on-year +6.67% -1.32% +1.33%
Number of hourly rates quoted 21 10 10
Glasgow median hourly rate £22.50 £27.45 £32.50
Median hourly rate % change year-on-year -18.02% -15.55% +30.00%
10th Percentile £10.00 £14.49 £13.57
90th Percentile £40.00 £46.23 £37.59
Scotland median hourly rate £21.00 £18.00 £36.00
% change year-on-year +16.67% -50.00% +32.11%

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 26 April 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 26 April 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 34 (31.19%) Data Migration
2 31 (28.44%) Finance
3 23 (21.10%) Office 365
4 22 (20.18%) Active Directory
5 20 (18.35%) SQL
6 19 (17.43%) Windows
6 19 (17.43%) Security Cleared
7 18 (16.51%) Agile Software Development
8 17 (15.60%) Microsoft
9 15 (13.76%) Data Analysis
10 14 (12.84%) Java
11 13 (11.93%) Oracle
11 13 (11.93%) SC Cleared
11 13 (11.93%) PowerShell
12 11 (10.09%) Workflow
12 11 (10.09%) VMware
12 11 (10.09%) SQL Server
13 10 (9.17%) SharePoint
13 10 (9.17%) Windows Server 2012
13 10 (9.17%) Data Centre
13 10 (9.17%) Windows Server
14 9 (8.26%) Microservices
14 9 (8.26%) Analytical Skills
14 9 (8.26%) Stakeholder Management
14 9 (8.26%) Project Management
14 9 (8.26%) User Acceptance Testing
15 8 (7.34%) SQL Server Reporting Services
15 8 (7.34%) PL/SQL
15 8 (7.34%) Skype for Business
15 8 (7.34%) PSD2

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 10 (9.17%) SharePoint
2 8 (7.34%) Skype for Business
3 6 (5.50%) MS Exchange
4 5 (4.59%) SharePoint 2013
5 4 (3.67%) SharePoint 2010
6 3 (2.75%) IBM Notes
6 3 (2.75%) IIS
7 2 (1.83%) Exchange Server 2013
7 2 (1.83%) SharePoint Server
8 1 (0.92%) Alfresco
8 1 (0.92%) Exchange Server 2003
8 1 (0.92%) JBoss
8 1 (0.92%) JOnAS
8 1 (0.92%) Tomcat
8 1 (0.92%) WebLogic
Applications
1 4 (3.67%) Microsoft Office
1 4 (3.67%) Microsoft Project
2 3 (2.75%) MS Visio
2 3 (2.75%) Windchill
3 2 (1.83%) InfoPath
3 2 (1.83%) Microsoft Excel
4 1 (0.92%) Microsoft PowerPoint
Business Applications
1 6 (5.50%) Dynamics AX
2 4 (3.67%) Oracle EBS
3 3 (2.75%) Oracle EBS R12
4 2 (1.83%) Dynamics CRM
4 2 (1.83%) Dynamics NAV
5 1 (0.92%) Oracle 11i
5 1 (0.92%) Oracle Applications
5 1 (0.92%) Oracle Procure-to-Pay
Cloud Services
1 23 (21.10%) Office 365
2 5 (4.59%) Microsoft Azure
3 4 (3.67%) Amazon AWS
4 3 (2.75%) Azure Active Directory
4 3 (2.75%) IaaS
4 3 (2.75%) OneDrive
5 2 (1.83%) Dynamics 365
6 1 (0.92%) AWS CloudFormation
6 1 (0.92%) Azure Data Factory
6 1 (0.92%) Serverless
Communications & Networking
1 7 (6.42%) Skype
2 4 (3.67%) DNS
2 4 (3.67%) Internet
3 3 (2.75%) DHCP
3 3 (2.75%) Firewall
3 3 (2.75%) MPLS
3 3 (2.75%) WAN
4 2 (1.83%) Ethernet
4 2 (1.83%) SMTP
5 1 (0.92%) Cisco Nexus
5 1 (0.92%) FCoE
5 1 (0.92%) Fibre Channel
5 1 (0.92%) Intranet
5 1 (0.92%) iSCSI
5 1 (0.92%) NetScaler
5 1 (0.92%) OSPF
5 1 (0.92%) RIP
5 1 (0.92%) TCP/IP
5 1 (0.92%) VPN
5 1 (0.92%) xDSL
Database & Business Intelligence
1 11 (10.09%) SQL Server
2 8 (7.34%) SQL Server Reporting Services
3 5 (4.59%) Power BI
4 3 (2.75%) Oracle Database
4 3 (2.75%) Relational Database
5 2 (1.83%) MongoDB
5 2 (1.83%) Oracle Database 11g
5 2 (1.83%) RDBMS
6 1 (0.92%) Azure SQL Database
6 1 (0.92%) BusinessObjects
6 1 (0.92%) Data Warehouse
6 1 (0.92%) EDMS
6 1 (0.92%) MariaDB
6 1 (0.92%) Microsoft Analysis Services
6 1 (0.92%) Oracle Database 10g
6 1 (0.92%) Oracle ODI
6 1 (0.92%) Oracle Reports
6 1 (0.92%) Oracle9i Database
6 1 (0.92%) PostgreSQL
6 1 (0.92%) SQL Server Integration Services
Development Applications
1 3 (2.75%) Oracle APEX
2 2 (1.83%) Artifactory
2 2 (1.83%) Git (software)
2 2 (1.83%) GitLab
2 2 (1.83%) GoCD
2 2 (1.83%) Jenkins
2 2 (1.83%) Maven
2 2 (1.83%) Sonatype Nexus
2 2 (1.83%) Subversion
2 2 (1.83%) Team Foundation Server
2 2 (1.83%) TeamCity
2 2 (1.83%) Vagrant
2 2 (1.83%) Visual Studio
3 1 (0.92%) JIRA
3 1 (0.92%) MorphX
3 1 (0.92%) Oracle Forms
3 1 (0.92%) SoapUI
General
1 31 (28.44%) Finance
2 7 (6.42%) Banking
3 1 (0.92%) Back Office
3 1 (0.92%) Investment Banking
3 1 (0.92%) Manufacturing
3 1 (0.92%) Marketing
3 1 (0.92%) Retail Banking
3 1 (0.92%) Telecoms
Job Titles
1 21 (19.27%) Analyst
2 15 (13.76%) Developer
3 14 (12.84%) Project Manager
4 12 (11.01%) Consultant
5 9 (8.26%) Architect
6 6 (5.50%) Data Analyst
6 6 (5.50%) Solutions Architect
7 5 (4.59%) Designer
7 5 (4.59%) IT Manager
7 5 (4.59%) IT Project Manager
7 5 (4.59%) Office 365 Consultant
7 5 (4.59%) Oracle Developer
7 5 (4.59%) Support Engineer
7 5 (4.59%) Technical Consultant
7 5 (4.59%) Test Analyst
8 4 (3.67%) Exchange Consultant
8 4 (3.67%) Infrastructure Manager
8 4 (3.67%) Messaging Engineer
8 4 (3.67%) Messaging Support
8 4 (3.67%) Messaging Support Engineer
Libraries, Frameworks & Software Standards
1 6 (5.50%) .NET
1 6 (5.50%) Spring
1 6 (5.50%) XML
2 4 (3.67%) SOAP
3 3 (2.75%) AngularJS
3 3 (2.75%) Hibernate
3 3 (2.75%) HTML
3 3 (2.75%) React
3 3 (2.75%) RESTful
3 3 (2.75%) Spring Boot
3 3 (2.75%) XSLT
4 2 (1.83%) Apache Camel
4 2 (1.83%) Apache MINA
4 2 (1.83%) CSS
4 2 (1.83%) Elastic Stack
4 2 (1.83%) JDBC
4 2 (1.83%) JMS
4 2 (1.83%) jQuery
4 2 (1.83%) RabbitMQ
5 1 (0.92%) JPA
Miscellaneous
1 10 (9.17%) Data Centre
2 9 (8.26%) Analytical Skills
3 7 (6.42%) Mobile App
4 6 (5.50%) Virtual Team
5 4 (3.67%) Enterprise Software
5 4 (3.67%) PKI
6 3 (2.75%) Computer Science
7 2 (1.83%) Derivative
7 2 (1.83%) Distributed Denial-of-Service
7 2 (1.83%) Management Information System
7 2 (1.83%) OTC Derivatives
8 1 (0.92%) AS400
8 1 (0.92%) BYOD
8 1 (0.92%) Enterprise Storage
8 1 (0.92%) iSeries
8 1 (0.92%) Replication
Operating Systems
1 19 (17.43%) Windows
2 10 (9.17%) Windows Server
2 10 (9.17%) Windows Server 2012
3 7 (6.42%) Windows 10
4 5 (4.59%) Linux
5 3 (2.75%) Windows Server 2008
6 2 (1.83%) Red Hat Enterprise Linux
6 2 (1.83%) Windows 7
6 2 (1.83%) Windows Server 2003
7 1 (0.92%) Unix
Processes & Methodologies
1 34 (31.19%) Data Migration
2 18 (16.51%) Agile Software Development
3 15 (13.76%) Data Analysis
4 11 (10.09%) Workflow
5 9 (8.26%) Microservices
5 9 (8.26%) Project Management
5 9 (8.26%) Stakeholder Management
5 9 (8.26%) User Acceptance Testing
6 7 (6.42%) PRINCE2
6 7 (6.42%) Scenario Testing
7 6 (5.50%) Business Intelligence
7 6 (5.50%) ERP
8 5 (4.59%) ETL
8 5 (4.59%) System Integration Testing
8 5 (4.59%) Virtual Team Management
9 4 (3.67%) Budgeting and Forecasting
9 4 (3.67%) Continuous Delivery
9 4 (3.67%) Planning and Forecasting
9 4 (3.67%) Traceability Matrix
9 4 (3.67%) Workflow Analysis
Programming Languages
1 20 (18.35%) SQL
2 14 (12.84%) Java
3 13 (11.93%) PowerShell
4 8 (7.34%) PL/SQL
5 7 (6.42%) Python
6 6 (5.50%) JavaScript
7 4 (3.67%) PHP
8 3 (2.75%) C#
9 2 (1.83%) XPath
10 1 (0.92%) C++
10 1 (0.92%) T-SQL
10 1 (0.92%) X++
Qualifications
1 19 (17.43%) Security Cleared
2 13 (11.93%) SC Cleared
3 6 (5.50%) Degree
3 6 (5.50%) PMP
4 4 (3.67%) BPSS Clearance
4 4 (3.67%) Microsoft Certification
4 4 (3.67%) PMI Certification
5 3 (2.75%) Computer Science Degree
5 3 (2.75%) ISTQB
6 2 (1.83%) MCSE
7 1 (0.92%) BC Cleared
7 1 (0.92%) CCNA
7 1 (0.92%) CCNP
7 1 (0.92%) Cisco Certification
7 1 (0.92%) ISTQB Foundation Certification
7 1 (0.92%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 8 (7.34%) PSD2
2 7 (6.42%) Data Quality
3 5 (4.59%) QA
4 4 (3.67%) PMO
5 3 (2.75%) Disclosure Scotland
6 2 (1.83%) SLA
7 1 (0.92%) PMBOK
System Software
1 22 (20.18%) Active Directory
2 2 (1.83%) BitLocker
2 2 (1.83%) Docker
2 2 (1.83%) VMware Infrastructure
3 1 (0.92%) NFS
Systems Management
1 3 (2.75%) Ansible
1 3 (2.75%) Terraform
2 2 (1.83%) Graphite
2 2 (1.83%) HAProxy
2 2 (1.83%) Icinga
2 2 (1.83%) Packer
2 2 (1.83%) SCCM
3 1 (0.92%) HP Quality Center
3 1 (0.92%) Microsoft Intune
3 1 (0.92%) Oracle Flashback
3 1 (0.92%) Puppet
Vendors
1 17 (15.60%) Microsoft
2 13 (11.93%) Oracle
3 11 (10.09%) VMware
4 3 (2.75%) Lotus
5 2 (1.83%) Avaya
5 2 (1.83%) Cisco
5 2 (1.83%) IBM
5 2 (1.83%) Nintex
5 2 (1.83%) Symantec
6 1 (0.92%) Brocade
6 1 (0.92%) Google
6 1 (0.92%) SAP
6 1 (0.92%) Tableau
6 1 (0.92%) Teradata
6 1 (0.92%) Workday