Period
to 16 July 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 July 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 Jul 2018
Same period 2017 Same period 2016
Rank 21 25 25
Rank change year-on-year +4 0 -4
Contract jobs citing Migration 138 89 87
As % of all contract IT jobs advertised in Glasgow 7.81% 7.02% 6.67%
As % of the Processes & Methodologies category 8.96% 8.08% 7.84%
Number of daily rates quoted 80 50 53
Glasgow median daily rate £408 £406 £390
Median daily rate % change year-on-year +0.31% +4.17% +11.43%
10th Percentile £293 £313 £275
90th Percentile £556 £501 £498
Scotland median daily rate £415 £400 £400
% change year-on-year +3.75% - +6.67%
Number of hourly rates quoted 11 1 0
Glasgow median hourly rate £13.50 £24.00 -
Median hourly rate % change year-on-year -43.75% - -
Scotland median hourly rate £13.25 £14.13 -
% change year-on-year -6.19% - -

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 1,540 1,101 1,110
As % of all contract IT jobs advertised in Glasgow 87.20% 86.83% 85.06%
Number of daily rates quoted 920 577 629
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £263 £263 £215
90th Percentile £538 £488 £475
Scotland median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% -
Number of hourly rates quoted 32 16 10
Glasgow median hourly rate £15.43 £15.94 £22.00
Median hourly rate % change year-on-year -3.20% -27.55% -24.79%
10th Percentile £10.53 £13.25 £9.25
90th Percentile £35.00 £37.75 £36.93
Scotland median hourly rate £17.50 £27.50 £36.00
% change year-on-year -36.36% -23.61% +31.05%

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 July 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 July 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 42 (30.43%) Data Migration
2 37 (26.81%) Finance
3 35 (25.36%) Agile Software Development
4 31 (22.46%) Microsoft
5 24 (17.39%) Oracle
5 24 (17.39%) Windows
6 23 (16.67%) Office 365
7 22 (15.94%) Workflow
8 21 (15.22%) Java
9 20 (14.49%) Security Cleared
10 19 (13.77%) SharePoint
11 15 (10.87%) SQL
11 15 (10.87%) Data Analysis
11 15 (10.87%) Microservices
12 14 (10.14%) DevOps
12 14 (10.14%) SC Cleared
12 14 (10.14%) Spring
13 13 (9.42%) JavaScript
13 13 (9.42%) Windows 10
14 12 (8.70%) Data Centre
14 12 (8.70%) Active Directory
15 11 (7.97%) CRM
15 11 (7.97%) C#
15 11 (7.97%) XML
15 11 (7.97%) VMware
15 11 (7.97%) PowerShell
16 10 (7.25%) Amazon AWS
16 10 (7.25%) PSD2
16 10 (7.25%) Linux
16 10 (7.25%) 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 19 (13.77%) SharePoint
2 7 (5.07%) SharePoint 2013
3 6 (4.35%) MS Exchange
3 6 (4.35%) SharePoint 2010
3 6 (4.35%) Skype for Business
4 5 (3.62%) IIS
4 5 (3.62%) SharePoint Server
5 3 (2.17%) Alfresco
5 3 (2.17%) OpenStack
6 2 (1.45%) Exchange Server 2003
6 2 (1.45%) IBM Notes
7 1 (0.72%) Apache Spark
7 1 (0.72%) IBM Domino
7 1 (0.72%) Office Communications Server
Applications
1 5 (3.62%) InfoPath
2 3 (2.17%) Microsoft Office
2 3 (2.17%) Microsoft Project
3 2 (1.45%) Microsoft Excel
3 2 (1.45%) MS Visio
3 2 (1.45%) Windchill
4 1 (0.72%) Microsoft PowerPoint
4 1 (0.72%) Mingle
Business Applications
1 9 (6.52%) Dynamics CRM
2 4 (2.90%) Dynamics AX
3 3 (2.17%) Oracle EBS
3 3 (2.17%) Oracle EBS R12
4 2 (1.45%) AquaLogic BPM
4 2 (1.45%) Oracle BPM
5 1 (0.72%) Dynamics NAV
5 1 (0.72%) Oracle 11i
5 1 (0.72%) Oracle Applications
5 1 (0.72%) Oracle Procure-to-Pay
Cloud Services
1 23 (16.67%) Office 365
2 10 (7.25%) Amazon AWS
3 9 (6.52%) Microsoft Azure
4 8 (5.80%) IaaS
5 4 (2.90%) PaaS
6 3 (2.17%) AWS CloudFormation
6 3 (2.17%) Azure Active Directory
6 3 (2.17%) OneDrive
7 1 (0.72%) Azure Data Factory
7 1 (0.72%) Dynamics 365
7 1 (0.72%) SaaS
7 1 (0.72%) Serverless
Communications & Networking
1 8 (5.80%) Skype
2 6 (4.35%) Firewall
2 6 (4.35%) Internet
2 6 (4.35%) MPLS
2 6 (4.35%) WAN
3 5 (3.62%) Ethernet
4 4 (2.90%) ADSL
4 4 (2.90%) ATM
4 4 (2.90%) BGP
4 4 (2.90%) DSL
4 4 (2.90%) EIGRP
4 4 (2.90%) LAN
4 4 (2.90%) OSPF
4 4 (2.90%) RIP
4 4 (2.90%) TCP/IP
4 4 (2.90%) VPN
4 4 (2.90%) xDSL
5 1 (0.72%) Cisco ASA
5 1 (0.72%) FCoE
5 1 (0.72%) Fibre Channel
Database & Business Intelligence
1 9 (6.52%) SQL Server Reporting Services
2 7 (5.07%) SQL Server
3 6 (4.35%) MariaDB
4 5 (3.62%) Oracle Database
5 4 (2.90%) MongoDB
5 4 (2.90%) Relational Database
6 3 (2.17%) Power BI
7 2 (1.45%) Data Warehouse
7 2 (1.45%) Electronic Patient Records
7 2 (1.45%) MySQL
8 1 (0.72%) Apache Hive
8 1 (0.72%) Azure SQL Database
8 1 (0.72%) BusinessObjects
8 1 (0.72%) Microsoft Analysis Services
8 1 (0.72%) NoSQL
8 1 (0.72%) Oracle Database 11g
8 1 (0.72%) Pentaho
8 1 (0.72%) QlikView
8 1 (0.72%) RDBMS
8 1 (0.72%) SQL Server Integration Services
Development Applications
1 4 (2.90%) Git (software)
1 4 (2.90%) Maven
1 4 (2.90%) Team Foundation Server
1 4 (2.90%) Visual Studio
2 3 (2.17%) Artifactory
2 3 (2.17%) GitLab
2 3 (2.17%) GoCD
2 3 (2.17%) Jenkins
2 3 (2.17%) Oracle APEX
2 3 (2.17%) Sonatype Nexus
2 3 (2.17%) Subversion
2 3 (2.17%) TeamCity
2 3 (2.17%) Vagrant
3 2 (1.45%) JIRA
4 1 (0.72%) Gradle
General
1 37 (26.81%) Finance
2 7 (5.07%) Banking
3 5 (3.62%) Telecoms
4 3 (2.17%) Marketing
5 2 (1.45%) Front Office
5 2 (1.45%) Retail Banking
6 1 (0.72%) Back Office
6 1 (0.72%) Electronics
6 1 (0.72%) Investment Banking
6 1 (0.72%) Manufacturing
6 1 (0.72%) Retail
Job Titles
1 24 (17.39%) Developer
2 20 (14.49%) Architect
3 17 (12.32%) Analyst
3 17 (12.32%) Project Manager
4 12 (8.70%) Consultant
5 7 (5.07%) CRM Developer
5 7 (5.07%) IT Manager
5 7 (5.07%) IT Project Manager
5 7 (5.07%) Oracle Developer
5 7 (5.07%) Solutions Architect
5 7 (5.07%) Technical Architect
6 6 (4.35%) Designer
6 6 (4.35%) Office 365 Consultant
7 5 (3.62%) Java Developer
7 5 (3.62%) Network Engineer
7 5 (3.62%) Senior Architect
7 5 (3.62%) Senior Technical Architect
7 5 (3.62%) Support Engineer
7 5 (3.62%) Technical Consultant
8 4 (2.90%) Desktop Support
Libraries, Frameworks & Software Standards
1 14 (10.14%) Spring
2 11 (7.97%) XML
3 9 (6.52%) Spring Boot
4 7 (5.07%) AngularJS
4 7 (5.07%) React
4 7 (5.07%) RESTful
5 6 (4.35%) Hibernate
5 6 (4.35%) SOAP
6 5 (3.62%) .NET
6 5 (3.62%) Apache Camel
6 5 (3.62%) Apache MINA
6 5 (3.62%) CSS
6 5 (3.62%) JMS
6 5 (3.62%) jQuery
6 5 (3.62%) XSLT
7 3 (2.17%) Elastic Stack
7 3 (2.17%) RabbitMQ
8 2 (1.45%) EDI
8 2 (1.45%) Middleware
9 1 (0.72%) ODBC
Miscellaneous
1 12 (8.70%) Data Centre
2 9 (6.52%) Analytical Skills
3 8 (5.80%) Mobile App
4 7 (5.07%) Virtual Team
5 6 (4.35%) Computer Science
6 5 (3.62%) Derivative
7 3 (2.17%) OTC Derivatives
7 3 (2.17%) PKI
8 2 (1.45%) Distributed Denial-of-Service
8 2 (1.45%) e-Health
8 2 (1.45%) LIMS
8 2 (1.45%) PACS
8 2 (1.45%) Reference Data
8 2 (1.45%) Self-Motivation
9 1 (0.72%) BYOD
9 1 (0.72%) Clustering
9 1 (0.72%) DTCC
9 1 (0.72%) Enterprise Software
9 1 (0.72%) Equity Derivative
9 1 (0.72%) Management Information System
Operating Systems
1 24 (17.39%) Windows
2 13 (9.42%) Windows 10
3 10 (7.25%) Linux
4 9 (6.52%) Windows Server
5 8 (5.80%) Windows Server 2012
6 5 (3.62%) Windows Server 2003
6 5 (3.62%) Windows Server 2008
7 4 (2.90%) Red Hat Enterprise Linux
7 4 (2.90%) Windows 7
7 4 (2.90%) Windows XP
Processes & Methodologies
1 42 (30.43%) Data Migration
2 35 (25.36%) Agile Software Development
3 22 (15.94%) Workflow
4 15 (10.87%) Data Analysis
4 15 (10.87%) Microservices
5 14 (10.14%) DevOps
6 11 (7.97%) CRM
7 10 (7.25%) Stakeholder Management
8 9 (6.52%) Project Management
9 8 (5.80%) ETL
10 7 (5.07%) Continuous Delivery
10 7 (5.07%) User Acceptance Testing
11 6 (4.35%) Business Intelligence
11 6 (4.35%) Digital Transformation Programme
11 6 (4.35%) OO
11 6 (4.35%) Scrum
11 6 (4.35%) Test Automation
11 6 (4.35%) Virtual Team Management
11 6 (4.35%) Web Application Development
11 6 (4.35%) Workflow Development
Programming Languages
1 21 (15.22%) Java
2 15 (10.87%) SQL
3 13 (9.42%) JavaScript
4 11 (7.97%) C#
4 11 (7.97%) PowerShell
5 9 (6.52%) Python
6 6 (4.35%) PL/SQL
7 5 (3.62%) XPath
8 2 (1.45%) Java 8
9 1 (0.72%) C
9 1 (0.72%) PHP
Qualifications
1 20 (14.49%) Security Cleared
2 14 (10.14%) SC Cleared
3 9 (6.52%) BPSS Clearance
3 9 (6.52%) Degree
4 6 (4.35%) Computer Science Degree
5 5 (3.62%) Microsoft Certification
5 5 (3.62%) PMP
6 4 (2.90%) BC Cleared
6 4 (2.90%) CCNA
6 4 (2.90%) CCNP
6 4 (2.90%) Cisco Certification
6 4 (2.90%) MCSE
7 3 (2.17%) PMI Certification
8 2 (1.45%) ISTQB
9 1 (0.72%) MCSA
9 1 (0.72%) PRINCE2 Certification
Quality Assurance & Compliance
1 10 (7.25%) PSD2
2 9 (6.52%) Data Quality
3 8 (5.80%) QA
4 5 (3.62%) PMO
5 4 (2.90%) Disclosure Scotland
6 2 (1.45%) HL7
7 1 (0.72%) PMBOK
System Software
1 12 (8.70%) Active Directory
2 3 (2.17%) BitLocker
2 3 (2.17%) Docker
3 2 (1.45%) VMware Infrastructure
4 1 (0.72%) HDFS
4 1 (0.72%) NFS
4 1 (0.72%) Oracle RAC
4 1 (0.72%) VMware ESXi
4 1 (0.72%) VMware Workstation
Systems Management
1 7 (5.07%) Ansible
2 6 (4.35%) Terraform
3 3 (2.17%) Graphite
3 3 (2.17%) HAProxy
3 3 (2.17%) Icinga
3 3 (2.17%) Packer
3 3 (2.17%) Puppet
3 3 (2.17%) SCCM
4 1 (0.72%) HP Quality Center
4 1 (0.72%) Microsoft Intune
4 1 (0.72%) Oracle Flashback
4 1 (0.72%) Oracle RMAN
4 1 (0.72%) SCOM
4 1 (0.72%) SCVMM
Vendors
1 31 (22.46%) Microsoft
2 24 (17.39%) Oracle
3 11 (7.97%) VMware
4 6 (4.35%) Cisco
5 4 (2.90%) Nintex
5 4 (2.90%) SAP
6 2 (1.45%) Apple
6 2 (1.45%) Citrix
6 2 (1.45%) IBM
6 2 (1.45%) Lotus
6 2 (1.45%) Salesforce.com
6 2 (1.45%) SEEBURGER
6 2 (1.45%) Siebel
7 1 (0.72%) Alcatel-Lucent
7 1 (0.72%) Brocade
7 1 (0.72%) Ericsson
7 1 (0.72%) Huawei
7 1 (0.72%) Nortel
7 1 (0.72%) Red Hat
7 1 (0.72%) Teradata