Period
to 19 November 2017

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 November 2017 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 Nov 2017
Same period 2016 Same period 2015
Rank 23 32 17
Rank change year-on-year +9 -15 +5
Contract jobs citing Migration 89 54 142
As % of all contract IT jobs advertised in Glasgow 6.91% 4.83% 8.29%
As % of the Processes & Methodologies category 8.06% 5.84% 10.16%
Number of daily rates quoted 45 36 83
Glasgow median daily rate £338 £369 £375
Median daily rate % change year-on-year -8.47% -1.67% +7.14%
10th Percentile £189 £236 £195
90th Percentile £483 £419 £512
Scotland median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +4.58%
Number of hourly rates quoted 9 0 4
Glasgow median hourly rate £15.86 - £12.35
Scotland median hourly rate £20.00 £39.00 £12.35
% change year-on-year -48.72% +215.79% +0.82%

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 1104 924 1397
As % of all contract IT jobs advertised in Glasgow 85.71% 82.57% 81.60%
Number of daily rates quoted 596 490 743
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -2.10%
10th Percentile £257 £220 £228
90th Percentile £500 £450 £475
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 31 15 27
Glasgow median hourly rate £24.00 £21.00 £27.44
Median hourly rate % change year-on-year +14.29% -23.47% +52.44%
10th Percentile £13.00 £10.50 £12.35
90th Percentile £33.75 £44.65 £55.00
Scotland median hourly rate £24.50 £21.00 £25.61
% change year-on-year +16.67% -18.00% +17.75%

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 November 2017.

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 November 2017, 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 32 (35.96%) Data Migration
2 31 (34.83%) Microsoft
3 23 (25.84%) Office 365
4 21 (23.60%) Security Cleared
4 21 (23.60%) Finance
5 19 (21.35%) Windows
6 16 (17.98%) MS Exchange
6 16 (17.98%) Agile Software Development
7 14 (15.73%) VMware
7 14 (15.73%) PRINCE2
7 14 (15.73%) PowerShell
8 13 (14.61%) SQL Server
9 12 (13.48%) Microsoft Office
9 12 (13.48%) Active Directory
10 11 (12.36%) Project Management
10 11 (12.36%) SQL
11 10 (11.24%) ITIL
11 10 (11.24%) SC Cleared
11 10 (11.24%) User Acceptance Testing
11 10 (11.24%) Analytical Skills
12 9 (10.11%) Business Analysis
12 9 (10.11%) Degree
13 8 (8.99%) JIRA
13 8 (8.99%) Exchange Server 2010
13 8 (8.99%) Windows 7
13 8 (8.99%) XML
13 8 (8.99%) XSLT
13 8 (8.99%) CRM
13 8 (8.99%) SharePoint
14 7 (7.87%) 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 16 (17.98%) MS Exchange
2 8 (8.99%) Exchange Server 2010
2 8 (8.99%) SharePoint
3 6 (6.74%) Confluence
4 4 (4.49%) Exchange Server 2003
5 3 (3.37%) IIS
5 3 (3.37%) Oracle SOA Suite
5 3 (3.37%) Skype for Business
6 2 (2.25%) Exchange Server 2013
6 2 (2.25%) OpenStack
6 2 (2.25%) SharePoint 2010
6 2 (2.25%) SharePoint 2013
6 2 (2.25%) SharePoint Server
7 1 (1.12%) IBM Notes
7 1 (1.12%) Oracle Workflow
Applications
1 12 (13.48%) Microsoft Office
2 3 (3.37%) Microsoft Excel
2 3 (3.37%) Microsoft Project
3 2 (2.25%) EngageOne
4 1 (1.12%) MS Visio
Business Applications
1 7 (7.87%) Salesforce.com CRM
2 2 (2.25%) Dynamics AX
3 1 (1.12%) Dynamics CRM
3 1 (1.12%) FRx
3 1 (1.12%) Oracle Applications
3 1 (1.12%) SAP ERP
3 1 (1.12%) SAP S/4HANA
3 1 (1.12%) Unit4 Business World
Cloud Services
1 23 (25.84%) Office 365
2 3 (3.37%) Microsoft Azure
3 2 (2.25%) Amazon AWS
3 2 (2.25%) Amazon EC2
3 2 (2.25%) AWS CloudFormation
3 2 (2.25%) AWS Lambda
3 2 (2.25%) Dynamics 365
3 2 (2.25%) Serverless
3 2 (2.25%) Virtual Private Cloud
Communications & Networking
1 3 (3.37%) DHCP
2 2 (2.25%) DNS
2 2 (2.25%) SAN
2 2 (2.25%) Skype
2 2 (2.25%) SMS
3 1 (1.12%) Firewall
3 1 (1.12%) Internet
Database & Business Intelligence
1 13 (14.61%) SQL Server
2 6 (6.74%) SQL Server Integration Services
3 3 (3.37%) Data Warehouse
3 3 (3.37%) Hadoop
3 3 (3.37%) MySQL
3 3 (3.37%) SQL Server Reporting Services
4 2 (2.25%) MariaDB
4 2 (2.25%) Oracle Database
4 2 (2.25%) Power BI
5 1 (1.12%) Apache Cassandra
5 1 (1.12%) Azure SQL Data Warehouse
5 1 (1.12%) BusinessObjects
5 1 (1.12%) BusinessObjects XI
5 1 (1.12%) EDMS
5 1 (1.12%) NoSQL
Development Applications
1 8 (8.99%) JIRA
2 6 (6.74%) SoapUI
3 2 (2.25%) Git (software)
3 2 (2.25%) Jenkins
3 2 (2.25%) Team Foundation Server
3 2 (2.25%) Visual Studio
4 1 (1.12%) MorphX
General
1 21 (23.60%) Finance
2 6 (6.74%) Banking
3 2 (2.25%) Manufacturing
4 1 (1.12%) Financial Institution
4 1 (1.12%) Law
Job Titles
1 30 (33.71%) Analyst
2 13 (14.61%) Business Analyst
2 13 (14.61%) Consultant
3 11 (12.36%) Test Analyst
4 8 (8.99%) IT Trainer
4 8 (8.99%) Trainer
5 7 (7.87%) Administrator
5 7 (7.87%) Project Manager
6 6 (6.74%) Microsoft Trainer
7 5 (5.62%) Migration Analyst
7 5 (5.62%) Office 365 Consultant
8 4 (4.49%) DBA
8 4 (4.49%) Developer
8 4 (4.49%) Exchange Consultant
8 4 (4.49%) Functional Analyst
8 4 (4.49%) Functional Test Analyst
8 4 (4.49%) Messaging Consultant
8 4 (4.49%) Office 365 Administrator
8 4 (4.49%) Salesforce Analyst
8 4 (4.49%) Salesforce Business Analyst
Libraries, Frameworks & Software Standards
1 8 (8.99%) XML
1 8 (8.99%) XSLT
2 6 (6.74%) SOAP
3 4 (4.49%) CSS
3 4 (4.49%) Middleware
4 2 (2.25%) .NET
4 2 (2.25%) HTML
4 2 (2.25%) HTML5
4 2 (2.25%) jQuery
4 2 (2.25%) Node.js
4 2 (2.25%) React
5 1 (1.12%) Spring
5 1 (1.12%) Spring Boot
Miscellaneous
1 10 (11.24%) Analytical Skills
2 4 (4.49%) Enterprise Software
3 3 (3.37%) PMI
4 2 (2.25%) Computer Science
4 2 (2.25%) Data Centre
5 1 (1.12%) AS400
5 1 (1.12%) iSeries
5 1 (1.12%) Management Information System
5 1 (1.12%) PKI
5 1 (1.12%) Replication
5 1 (1.12%) Virtual Team
Operating Systems
1 19 (21.35%) Windows
2 8 (8.99%) Windows 7
3 5 (5.62%) Windows Server
3 5 (5.62%) Windows Server 2012
4 4 (4.49%) Windows Server 2008
5 3 (3.37%) Windows 10
6 2 (2.25%) Android
6 2 (2.25%) Apple iOS
6 2 (2.25%) Windows Server 2003
6 2 (2.25%) Windows XP
Processes & Methodologies
1 32 (35.96%) Data Migration
2 16 (17.98%) Agile Software Development
3 14 (15.73%) PRINCE2
4 11 (12.36%) Project Management
5 10 (11.24%) ITIL
5 10 (11.24%) User Acceptance Testing
6 9 (10.11%) Business Analysis
7 8 (8.99%) CRM
8 7 (7.87%) Data Integration
8 7 (7.87%) ETL
8 7 (7.87%) Stakeholder Management
8 7 (7.87%) Use Case
8 7 (7.87%) Waterfall
9 6 (6.74%) Regression Testing
9 6 (6.74%) Release Management
9 6 (6.74%) Service Delivery
9 6 (6.74%) Test Strategy
9 6 (6.74%) Unit Testing
9 6 (6.74%) User Stories
9 6 (6.74%) Workflow
Programming Languages
1 14 (15.73%) PowerShell
2 11 (12.36%) SQL
3 6 (6.74%) C++
4 4 (4.49%) JavaScript
5 2 (2.25%) C#
5 2 (2.25%) Java
5 2 (2.25%) PL/SQL
6 1 (1.12%) PHP
6 1 (1.12%) X++
Qualifications
1 21 (23.60%) Security Cleared
2 10 (11.24%) SC Cleared
3 9 (10.11%) Degree
4 6 (6.74%) ISTQB
4 6 (6.74%) ISTQB Foundation Certification
5 5 (5.62%) PMI Certification
5 5 (5.62%) PMP
6 3 (3.37%) Microsoft Certification
7 2 (2.25%) CISSP
7 2 (2.25%) Computer Science Degree
7 2 (2.25%) ISEB
7 2 (2.25%) MCSE
7 2 (2.25%) PRINCE2 Certification
8 1 (1.12%) ITIL Certification
8 1 (1.12%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 4 (4.49%) SLA
2 1 (1.12%) COBIT
2 1 (1.12%) PMO
System Software
1 12 (13.48%) Active Directory
2 7 (7.87%) VMware Infrastructure
3 1 (1.12%) Virtual Desktop
Systems Management
1 5 (5.62%) SCCM
2 2 (2.25%) Business Desktop Deployment
Vendors
1 31 (34.83%) Microsoft
2 14 (15.73%) VMware
3 7 (7.87%) Oracle
3 7 (7.87%) Salesforce.com
4 3 (3.37%) EnterpriseDB
5 2 (2.25%) HP
5 2 (2.25%) Nintex
6 1 (1.12%) Avaya
6 1 (1.12%) Brocade
6 1 (1.12%) Cognos
6 1 (1.12%) IBM
6 1 (1.12%) Lotus
6 1 (1.12%) SAP
6 1 (1.12%) Symantec