Period
to 19 September 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 19 September 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
19 Sep 2018
Same period 2017 Same period 2016
Rank 15 32 27
Rank change year-on-year +17 -5 -9
Contract jobs citing Migration 149 87 85
As % of all contract IT jobs advertised in Glasgow 8.41% 6.21% 6.54%
As % of the Processes & Methodologies category 9.50% 7.15% 7.66%
Number of daily rates quoted 85 47 56
Glasgow median daily rate £400 £350 £390
Median daily rate % change year-on-year +14.29% -10.26% +4.00%
10th Percentile £261 £230 £231
90th Percentile £560 £500 £488
Scotland median daily rate £423 £400 £390
% change year-on-year +5.63% +2.56% +0.65%
Number of hourly rates quoted 14 2 0
Glasgow median hourly rate £13.50 £22.00 -
Median hourly rate % change year-on-year -38.64% - -
Scotland median hourly rate £13.50 £15.56 £39.00
% change year-on-year -13.21% -60.12% +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 1,569 1,217 1,109
As % of all contract IT jobs advertised in Glasgow 88.59% 86.87% 85.31%
Number of daily rates quoted 897 642 616
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £259 £263 £219
90th Percentile £538 £500 £460
Scotland median daily rate £400 £388 £363
% change year-on-year +3.23% +6.90% -3.33%
Number of hourly rates quoted 34 28 16
Glasgow median hourly rate £18.25 £22.00 £14.00
Median hourly rate % change year-on-year -17.05% +57.14% -55.86%
10th Percentile £10.75 £10.00 £9.25
90th Percentile £35.18 £33.45 £44.38
Scotland median hourly rate £24.00 £26.25 £32.50
% change year-on-year -8.57% -19.23% +54.76%

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 September 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 19 September 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 (32.89%) Data Migration
2 47 (31.54%) Agile Software Development
3 39 (26.17%) Microsoft
4 32 (21.48%) Finance
5 31 (20.81%) Oracle
6 25 (16.78%) DevOps
7 23 (15.44%) Java
8 22 (14.77%) Windows
9 21 (14.09%) Workflow
10 20 (13.42%) Security Cleared
11 19 (12.75%) VMware
12 17 (11.41%) Spring
13 16 (10.74%) SharePoint
14 15 (10.07%) Microservices
14 15 (10.07%) Web Application Development
15 13 (8.72%) Office 365
15 13 (8.72%) Amazon AWS
15 13 (8.72%) Linux
15 13 (8.72%) MS Exchange
15 13 (8.72%) SC Cleared
16 12 (8.05%) PowerShell
16 12 (8.05%) Technical Architecture
16 12 (8.05%) QA
16 12 (8.05%) CRM
16 12 (8.05%) SQL
16 12 (8.05%) Spring Boot
16 12 (8.05%) Data Centre
16 12 (8.05%) BPSS Clearance
17 11 (7.38%) IaaS
17 11 (7.38%) JavaScript

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 (10.74%) SharePoint
2 13 (8.72%) MS Exchange
3 6 (4.03%) Exchange Server 2003
4 5 (3.36%) SharePoint 2013
5 4 (2.68%) IIS
5 4 (2.68%) SharePoint 2010
5 4 (2.68%) SharePoint Server
6 3 (2.01%) Alfresco
6 3 (2.01%) OpenStack
7 2 (1.34%) CMS
7 2 (1.34%) Skype for Business
8 1 (0.67%) Apache Spark
8 1 (0.67%) IBM Domino
8 1 (0.67%) IBM Notes
8 1 (0.67%) Office Communications Server
Applications
1 4 (2.68%) InfoPath
2 3 (2.01%) Microsoft Office
2 3 (2.01%) Microsoft Project
2 3 (2.01%) MS Visio
3 2 (1.34%) Windchill
4 1 (0.67%) Microsoft Excel
4 1 (0.67%) Microsoft PowerPoint
4 1 (0.67%) Mingle
Business Applications
1 10 (6.71%) Dynamics CRM
2 5 (3.36%) Dynamics AX
3 3 (2.01%) Oracle EBS
3 3 (2.01%) Oracle EBS R12
4 2 (1.34%) AquaLogic BPM
4 2 (1.34%) Oracle BPM
5 1 (0.67%) Dynamics NAV
5 1 (0.67%) NetSuite
5 1 (0.67%) Oracle 11i
5 1 (0.67%) Oracle Applications
5 1 (0.67%) Oracle Procure-to-Pay
Cloud Services
1 13 (8.72%) Amazon AWS
1 13 (8.72%) Office 365
2 11 (7.38%) IaaS
3 6 (4.03%) Microsoft Azure
4 5 (3.36%) PaaS
5 4 (2.68%) Dynamics 365
6 3 (2.01%) AWS CloudFormation
7 1 (0.67%) Azure Active Directory
7 1 (0.67%) SaaS
Communications & Networking
1 10 (6.71%) Firewall
2 9 (6.04%) Internet
2 9 (6.04%) MPLS
2 9 (6.04%) WAN
3 8 (5.37%) Skype
4 7 (4.70%) ADSL
4 7 (4.70%) ATM
4 7 (4.70%) BGP
4 7 (4.70%) DSL
4 7 (4.70%) EIGRP
4 7 (4.70%) Ethernet
4 7 (4.70%) LAN
4 7 (4.70%) OSPF
4 7 (4.70%) RIP
4 7 (4.70%) TCP/IP
4 7 (4.70%) VPN
4 7 (4.70%) xDSL
5 4 (2.68%) DWDM
5 4 (2.68%) SDH
6 2 (1.34%) SMS
Database & Business Intelligence
1 10 (6.71%) MariaDB
2 7 (4.70%) SQL Server
2 7 (4.70%) SQL Server Reporting Services
3 6 (4.03%) Electronic Patient Records
4 5 (3.36%) MongoDB
4 5 (3.36%) Oracle Database
5 3 (2.01%) MySQL
5 3 (2.01%) Power BI
5 3 (2.01%) Relational Database
6 2 (1.34%) Big Data
6 2 (1.34%) Data Warehouse
7 1 (0.67%) Apache Hive
7 1 (0.67%) HBase
7 1 (0.67%) Impala
7 1 (0.67%) NoSQL
7 1 (0.67%) Oracle Database 11g
7 1 (0.67%) Oracle Database 12c
7 1 (0.67%) Oracle ODI
7 1 (0.67%) Pentaho
7 1 (0.67%) SQL Server Integration Services
Development Applications
1 5 (3.36%) Git (software)
1 5 (3.36%) Maven
2 4 (2.68%) Artifactory
2 4 (2.68%) GitLab
2 4 (2.68%) GoCD
2 4 (2.68%) InstallShield
2 4 (2.68%) Jenkins
2 4 (2.68%) MSI
2 4 (2.68%) Sonatype Nexus
2 4 (2.68%) Subversion
2 4 (2.68%) TeamCity
2 4 (2.68%) Vagrant
2 4 (2.68%) Wise Package Studio
3 3 (2.01%) Gradle
3 3 (2.01%) Oracle APEX
3 3 (2.01%) Team Foundation Server
3 3 (2.01%) Visual Studio
4 2 (1.34%) JIRA
4 2 (1.34%) MorphX
5 1 (0.67%) Hudson
General
1 32 (21.48%) Finance
2 8 (5.37%) Telecoms
3 4 (2.68%) Banking
3 4 (2.68%) Manufacturing
3 4 (2.68%) Marketing
4 2 (1.34%) Front Office
5 1 (0.67%) Electronics
5 1 (0.67%) Retail
5 1 (0.67%) Retail Banking
Job Titles
1 26 (17.45%) Architect
1 26 (17.45%) Developer
2 20 (13.42%) Project Manager
3 15 (10.07%) Analyst
4 12 (8.05%) Technical Architect
5 11 (7.38%) Network Engineer
6 10 (6.71%) Consultant
7 8 (5.37%) Migration Analyst
7 8 (5.37%) Oracle Developer
8 7 (4.70%) CRM Developer
8 7 (4.70%) ETL Developer
8 7 (4.70%) Senior Architect
8 7 (4.70%) Senior Technical Architect
9 6 (4.03%) Infrastructure Manager
9 6 (4.03%) Infrastructure Project Manager
9 6 (4.03%) IT Manager
9 6 (4.03%) IT Project Manager
10 5 (3.36%) Desktop Support
10 5 (3.36%) Java Developer
10 5 (3.36%) Solutions Architect
Libraries, Frameworks & Software Standards
1 17 (11.41%) Spring
2 12 (8.05%) Spring Boot
3 10 (6.71%) AngularJS
3 10 (6.71%) React
3 10 (6.71%) RESTful
4 9 (6.04%) XML
5 6 (4.03%) Hibernate
6 5 (3.36%) Apache Camel
6 5 (3.36%) Apache MINA
6 5 (3.36%) JMS
6 5 (3.36%) SOAP
7 4 (2.68%) .NET
7 4 (2.68%) CSS
7 4 (2.68%) jQuery
7 4 (2.68%) XSLT
8 3 (2.01%) Elastic Stack
8 3 (2.01%) RabbitMQ
9 2 (1.34%) EDI
9 2 (1.34%) Middleware
10 1 (0.67%) .NET Framework
Miscellaneous
1 12 (8.05%) Data Centre
2 7 (4.70%) Analytical Skills
3 6 (4.03%) e-Health
3 6 (4.03%) LIMS
3 6 (4.03%) PACS
3 6 (4.03%) Virtual Team
4 5 (3.36%) Computer Science
4 5 (3.36%) Derivative
4 5 (3.36%) Mobile App
5 3 (2.01%) OTC Derivatives
5 3 (2.01%) User Experience
6 2 (1.34%) Distributed Denial-of-Service
6 2 (1.34%) PKI
6 2 (1.34%) Reference Data
6 2 (1.34%) Self-Motivation
7 1 (0.67%) Clustering
7 1 (0.67%) DTCC
7 1 (0.67%) Equity Derivative
7 1 (0.67%) Eurex
7 1 (0.67%) Management Information System
Operating Systems
1 22 (14.77%) Windows
2 13 (8.72%) Linux
3 8 (5.37%) Windows 10
3 8 (5.37%) Windows 7
4 6 (4.03%) Windows Server 2012
5 5 (3.36%) Red Hat Enterprise Linux
5 5 (3.36%) Windows Server
6 4 (2.68%) Windows Server 2003
6 4 (2.68%) Windows Server 2008
6 4 (2.68%) Windows XP
Processes & Methodologies
1 49 (32.89%) Data Migration
2 47 (31.54%) Agile Software Development
3 25 (16.78%) DevOps
4 21 (14.09%) Workflow
5 15 (10.07%) Microservices
5 15 (10.07%) Web Application Development
6 12 (8.05%) CRM
6 12 (8.05%) Technical Architecture
7 10 (6.71%) Business Intelligence
7 10 (6.71%) Data Analysis
7 10 (6.71%) ETL
7 10 (6.71%) Project Management
8 9 (6.04%) Stakeholder Management
9 8 (5.37%) Programme Management
9 8 (5.37%) User Acceptance Testing
10 7 (4.70%) Analytics
10 7 (4.70%) Continuous Delivery
10 7 (4.70%) PRINCE2
11 6 (4.03%) Health Informatics
11 6 (4.03%) Test Automation
Programming Languages
1 23 (15.44%) Java
2 12 (8.05%) PowerShell
2 12 (8.05%) SQL
3 11 (7.38%) C#
3 11 (7.38%) JavaScript
4 9 (6.04%) Python
5 6 (4.03%) PL/SQL
6 5 (3.36%) XPath
7 4 (2.68%) VB
7 4 (2.68%) VBScript
8 2 (1.34%) Java 8
8 2 (1.34%) X++
9 1 (0.67%) C
Qualifications
1 20 (13.42%) Security Cleared
2 13 (8.72%) SC Cleared
3 12 (8.05%) BPSS Clearance
4 8 (5.37%) Degree
5 7 (4.70%) BC Cleared
5 7 (4.70%) CCNA
5 7 (4.70%) CCNP
5 7 (4.70%) Cisco Certification
6 6 (4.03%) PMP
7 5 (3.36%) Computer Science Degree
7 5 (3.36%) PMI Certification
8 4 (2.68%) Microsoft Certification
9 3 (2.01%) MCSE
10 2 (1.34%) CCIP
10 2 (1.34%) ISTQB
11 1 (0.67%) MCSA
11 1 (0.67%) PRINCE2 Certification
Quality Assurance & Compliance
1 12 (8.05%) QA
2 9 (6.04%) Data Quality
3 6 (4.03%) HL7
4 5 (3.36%) Disclosure Scotland
4 5 (3.36%) PMO
4 5 (3.36%) PSD2
5 1 (0.67%) PMBOK
System Software
1 11 (7.38%) Active Directory
2 6 (4.03%) Docker
3 5 (3.36%) VMware Infrastructure
4 4 (2.68%) Microsoft App-V
5 3 (2.01%) BitLocker
6 1 (0.67%) HDFS
6 1 (0.67%) Oracle RAC
6 1 (0.67%) VMware ESXi
6 1 (0.67%) VMware Workstation
Systems Management
1 8 (5.37%) Ansible
2 7 (4.70%) SCCM
2 7 (4.70%) Terraform
3 4 (2.68%) Packer
4 3 (2.01%) Graphite
4 3 (2.01%) HAProxy
4 3 (2.01%) Icinga
4 3 (2.01%) Puppet
5 1 (0.67%) Oracle Flashback
5 1 (0.67%) Oracle RMAN
5 1 (0.67%) SCOM
5 1 (0.67%) SCVMM
Vendors
1 39 (26.17%) Microsoft
2 31 (20.81%) Oracle
3 19 (12.75%) VMware
4 8 (5.37%) Cisco
5 4 (2.68%) Alcatel-Lucent
5 4 (2.68%) Nortel
6 3 (2.01%) Citrix
6 3 (2.01%) Nintex
6 3 (2.01%) Salesforce.com
6 3 (2.01%) SAP
6 3 (2.01%) Siebel
7 2 (1.34%) Apple
7 2 (1.34%) Ciena
7 2 (1.34%) Dell
7 2 (1.34%) Ericsson
7 2 (1.34%) Huawei
7 2 (1.34%) IBM
7 2 (1.34%) Juniper
7 2 (1.34%) SEEBURGER
8 1 (0.67%) Lotus