Period
to 21 January 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 21 January 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
21 Jan 2018
Same period 2017 Same period 2016
Rank 19 23 16
Rank change year-on-year +4 -7 +6
Contract jobs citing Migration 90 72 123
As % of all contract IT jobs advertised in Glasgow 7.89% 6.79% 8.14%
As % of the Processes & Methodologies category 9.16% 8.07% 10.22%
Number of daily rates quoted 49 39 65
Glasgow median daily rate £350 £325 £375
Median daily rate % change year-on-year +7.69% -13.33% +11.11%
10th Percentile £181 £221 £215
90th Percentile £440 £477 £513
Scotland median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +6.67%
Number of hourly rates quoted 9 0 3
Glasgow median hourly rate £15.86 - £12.35
Scotland median hourly rate £20.11 £39.00 £13.00
% change year-on-year -48.45% +200.00% -25.71%

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 982 892 1,203
As % of all contract IT jobs advertised in Glasgow 86.06% 84.07% 79.62%
Number of daily rates quoted 570 459 659
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -3.45%
10th Percentile £255 £210 £213
90th Percentile £506 £459 £475
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 29 18 12
Glasgow median hourly rate £24.00 £24.50 £29.00
Median hourly rate % change year-on-year -2.04% -15.52% +65.71%
10th Percentile £10.00 £10.50 £12.35
90th Percentile £34.00 £47.03 £55.00
Scotland median hourly rate £21.75 £21.00 £23.35
% change year-on-year +3.57% -10.06% +12.53%

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 21 January 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 21 January 2018, IT contractor jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Glasgow region with a requirement for Migration.

1 33 (36.67%) Data Migration
2 25 (27.78%) Active Directory
2 25 (27.78%) Microsoft
3 24 (26.67%) Finance
4 22 (24.44%) Windows
5 20 (22.22%) VMware
6 19 (21.11%) SQL Server
7 17 (18.89%) Security Cleared
8 16 (17.78%) PowerShell
8 16 (17.78%) Agile Software Development
9 13 (14.44%) Office 365
9 13 (14.44%) SQL
9 13 (14.44%) ITIL
10 12 (13.33%) PRINCE2
10 12 (13.33%) MS Exchange
11 10 (11.11%) Project Management
11 10 (11.11%) User Acceptance Testing
11 10 (11.11%) Windows Server 2012
11 10 (11.11%) Windows Server
12 9 (10.00%) XML
12 9 (10.00%) XSLT
13 8 (8.89%) Oracle
13 8 (8.89%) Microsoft Office
13 8 (8.89%) CRM
13 8 (8.89%) Degree
13 8 (8.89%) Business Analysis
13 8 (8.89%) VMware Infrastructure
13 8 (8.89%) Analytical Skills
14 7 (7.78%) Salesforce.com CRM
14 7 (7.78%) Enterprise Software

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 12 (13.33%) MS Exchange
2 6 (6.67%) SharePoint
2 6 (6.67%) Skype for Business
3 5 (5.56%) Confluence
4 4 (4.44%) Exchange Server 2003
4 4 (4.44%) Exchange Server 2013
4 4 (4.44%) IIS
4 4 (4.44%) SharePoint 2013
5 3 (3.33%) IBM Notes
5 3 (3.33%) Oracle SOA Suite
5 3 (3.33%) SharePoint 2010
6 2 (2.22%) OpenStack
6 2 (2.22%) SharePoint Server
7 1 (1.11%) JBoss
7 1 (1.11%) JOnAS
7 1 (1.11%) Tomcat
7 1 (1.11%) WebLogic
Applications
1 8 (8.89%) Microsoft Office
2 2 (2.22%) Microsoft Project
2 2 (2.22%) MS Visio
3 1 (1.11%) Windchill
Business Applications
1 7 (7.78%) Salesforce.com CRM
2 3 (3.33%) Dynamics AX
3 1 (1.11%) Dynamics CRM
3 1 (1.11%) Dynamics NAV
3 1 (1.11%) Oracle EBS
3 1 (1.11%) SAP ERP
3 1 (1.11%) SAP S/4HANA
Cloud Services
1 13 (14.44%) Office 365
2 2 (2.22%) Amazon AWS
2 2 (2.22%) Amazon EC2
2 2 (2.22%) AWS CloudFormation
2 2 (2.22%) AWS Lambda
2 2 (2.22%) Dynamics 365
2 2 (2.22%) Serverless
2 2 (2.22%) Virtual Private Cloud
3 1 (1.11%) Microsoft Azure
Communications & Networking
1 6 (6.67%) DHCP
1 6 (6.67%) DNS
2 4 (4.44%) Skype
3 2 (2.22%) Internet
3 2 (2.22%) SAN
3 2 (2.22%) SMS
3 2 (2.22%) SMTP
4 1 (1.11%) Firewall
Database & Business Intelligence
1 19 (21.11%) SQL Server
2 7 (7.78%) SQL Server Integration Services
3 4 (4.44%) MySQL
3 4 (4.44%) Oracle Database
4 3 (3.33%) Hadoop
4 3 (3.33%) Power BI
4 3 (3.33%) SQL Server Reporting Services
5 2 (2.22%) EDMS
5 2 (2.22%) MariaDB
5 2 (2.22%) Oracle Database 11g
5 2 (2.22%) Relational Database
6 1 (1.11%) Data Warehouse
6 1 (1.11%) Oracle Database 10g
6 1 (1.11%) Oracle Reports
6 1 (1.11%) Oracle9i Database
6 1 (1.11%) PostgreSQL
6 1 (1.11%) RDBMS
Development Applications
1 7 (7.78%) JIRA
1 7 (7.78%) SoapUI
2 2 (2.22%) Git (software)
2 2 (2.22%) Jenkins
2 2 (2.22%) Team Foundation Server
2 2 (2.22%) Visual Studio
3 1 (1.11%) MorphX
3 1 (1.11%) Oracle Forms
General
1 24 (26.67%) Finance
2 6 (6.67%) Banking
3 1 (1.11%) Financial Institution
3 1 (1.11%) Law
3 1 (1.11%) Manufacturing
3 1 (1.11%) Marketing
Job Titles
1 33 (36.67%) Analyst
2 12 (13.33%) Test Analyst
3 10 (11.11%) Business Analyst
4 9 (10.00%) Consultant
5 6 (6.67%) DBA
5 6 (6.67%) Project Manager
6 5 (5.56%) IT Support
6 5 (5.56%) Support Analyst
7 4 (4.44%) Desktop Support
7 4 (4.44%) IT Analyst
7 4 (4.44%) IT Support Analyst
7 4 (4.44%) Migration Analyst
7 4 (4.44%) Salesforce Analyst
7 4 (4.44%) Salesforce Business Analyst
7 4 (4.44%) Support Engineer
8 3 (3.33%) Administrator
8 3 (3.33%) Applications Consultant
8 3 (3.33%) Developer
8 3 (3.33%) Senior Analyst
8 3 (3.33%) Trainer
Libraries, Frameworks & Software Standards
1 9 (10.00%) XML
1 9 (10.00%) XSLT
2 7 (7.78%) SOAP
3 5 (5.56%) .NET
4 4 (4.44%) CSS
4 4 (4.44%) HTML
4 4 (4.44%) Middleware
5 2 (2.22%) HTML5
5 2 (2.22%) jQuery
5 2 (2.22%) Node.js
5 2 (2.22%) React
6 1 (1.11%) EJB
6 1 (1.11%) Guice
6 1 (1.11%) Hibernate
6 1 (1.11%) iBATIS
6 1 (1.11%) JDBC
6 1 (1.11%) JPA
6 1 (1.11%) OC4J
6 1 (1.11%) Servlets
6 1 (1.11%) Spring
Miscellaneous
1 8 (8.89%) Analytical Skills
2 7 (7.78%) Enterprise Software
3 3 (3.33%) Data Centre
4 2 (2.22%) AS400
4 2 (2.22%) Computer Science
4 2 (2.22%) iSeries
4 2 (2.22%) Management Information System
4 2 (2.22%) PKI
4 2 (2.22%) Replication
4 2 (2.22%) Virtual Team
5 1 (1.11%) Mobile App
Operating Systems
1 22 (24.44%) Windows
2 10 (11.11%) Windows Server
2 10 (11.11%) Windows Server 2012
3 7 (7.78%) Windows 7
4 5 (5.56%) Windows Server 2008
5 2 (2.22%) Android
5 2 (2.22%) Apple iOS
5 2 (2.22%) Windows 10
5 2 (2.22%) Windows Server 2003
5 2 (2.22%) Windows XP
6 1 (1.11%) Linux
6 1 (1.11%) Unix
Processes & Methodologies
1 33 (36.67%) Data Migration
2 16 (17.78%) Agile Software Development
3 13 (14.44%) ITIL
4 12 (13.33%) PRINCE2
5 10 (11.11%) Project Management
5 10 (11.11%) User Acceptance Testing
6 8 (8.89%) Business Analysis
6 8 (8.89%) CRM
7 7 (7.78%) Data Integration
7 7 (7.78%) ETL
7 7 (7.78%) Release Management
7 7 (7.78%) Service Delivery
7 7 (7.78%) Stakeholder Management
7 7 (7.78%) Test Strategy
7 7 (7.78%) Waterfall
8 6 (6.67%) High Availability
8 6 (6.67%) Systems Analysis
8 6 (6.67%) Unit Testing
9 5 (5.56%) Data Analysis
9 5 (5.56%) Workflow
Programming Languages
1 16 (17.78%) PowerShell
2 13 (14.44%) SQL
3 7 (7.78%) C++
4 6 (6.67%) JavaScript
5 5 (5.56%) Java
6 4 (4.44%) PHP
7 3 (3.33%) PL/SQL
8 2 (2.22%) C#
8 2 (2.22%) Python
9 1 (1.11%) T-SQL
9 1 (1.11%) X++
Qualifications
1 17 (18.89%) Security Cleared
2 8 (8.89%) Degree
3 7 (7.78%) ISTQB
3 7 (7.78%) ISTQB Foundation Certification
4 6 (6.67%) SC Cleared
5 5 (5.56%) Microsoft Certification
6 2 (2.22%) Computer Science Degree
6 2 (2.22%) ISEB
6 2 (2.22%) ITIL Foundation Certificate
6 2 (2.22%) MCSE
6 2 (2.22%) PMI Certification
6 2 (2.22%) PMP
6 2 (2.22%) PRINCE2 Certification
7 1 (1.11%) CISSP
7 1 (1.11%) ITIL Certification
Quality Assurance & Compliance
1 5 (5.56%) SLA
2 2 (2.22%) Data Quality
2 2 (2.22%) PMO
3 1 (1.11%) COBIT
System Software
1 25 (27.78%) Active Directory
2 8 (8.89%) VMware Infrastructure
3 1 (1.11%) Virtual Desktop
Systems Management
1 5 (5.56%) SCCM
2 2 (2.22%) Business Desktop Deployment
Vendors
1 25 (27.78%) Microsoft
2 20 (22.22%) VMware
3 8 (8.89%) Oracle
4 7 (7.78%) Salesforce.com
5 3 (3.33%) Avaya
5 3 (3.33%) EnterpriseDB
5 3 (3.33%) Lotus
5 3 (3.33%) Symantec
6 2 (2.22%) HP
6 2 (2.22%) Nintex
7 1 (1.11%) Brocade
7 1 (1.11%) Google
7 1 (1.11%) IBM
7 1 (1.11%) SAP