Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Migration over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Migration
England > North West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 162 164 121
Rank change year-on-year +2 -43 -19
Permanent jobs citing Migration 250 232 329
As % of all permanent IT jobs advertised in the North West 1.89% 1.89% 2.52%
As % of the Processes & Methodologies category 2.10% 2.10% 2.82%
Number of salaries quoted 137 143 247
North West median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £27,500 £33,300 £31,250
90th Percentile £72,500 £56,200 £70,000
England median annual salary £55,000 £51,125 £50,000
% change year-on-year +7.58% +2.25% +3.09%

Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11904 11034 11658
As % of all permanent IT jobs advertised in the North West 89.83% 89.75% 89.47%
Number of salaries quoted 9471 9201 9634
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Migration
Job Vacancy Trend in the North West

Job postings citing Migration as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Migration in the North West

Migration
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Migration in the North West.

Salary trend for Migration in the North West

Migration
Salary Histogram in the North West

The salary distribution of IT jobs citing Migration in the North West over the 6 months to 20 November 2017.

Salary histogram for Migration in the North West

Migration
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the North West region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +3 141 £40,500 -4.71% 16
Cheshire +12 75 £48,750 +21.88% 8
Lancashire +3 16 £48,750 +21.88% 1
Merseyside -22 16 £42,500 -12.82% 2
Cumbria +4 1 £23,500 -
Migration
England

For the 6 months to 20 November 2017, IT jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Migration.

1 82 (32.80%) Data Migration
2 66 (26.40%) Microsoft
3 64 (25.60%) Finance
4 53 (21.20%) SQL
5 51 (20.40%) SAP
5 51 (20.40%) Windows
6 47 (18.80%) Retail
7 45 (18.00%) Microsoft Azure
8 44 (17.60%) DevOps
9 42 (16.80%) E-Commerce
10 40 (16.00%) Amazon AWS
11 39 (15.60%) Degree
12 38 (15.20%) SQL Server
13 32 (12.80%) Analytical Skills
14 31 (12.40%) .NET
14 31 (12.40%) Business Intelligence
15 30 (12.00%) PHP
16 29 (11.60%) MySQL
16 29 (11.60%) SQL Server Integration Services
17 28 (11.20%) Laravel
17 28 (11.20%) CRM
17 28 (11.20%) Agile Software Development
18 27 (10.80%) SQL Server Reporting Services
19 26 (10.40%) Symfony
19 26 (10.40%) Zend
19 26 (10.40%) Re-Platforming
20 25 (10.00%) Customer Requirements
21 24 (9.60%) Project Management
21 24 (9.60%) Continuous Improvement
21 24 (9.60%) Office 365

Migration
Co-occurring IT Skills in the North West 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 13 (5.20%) MS Exchange
2 6 (2.40%) Confluence
3 5 (2.00%) SharePoint
4 3 (1.20%) Apache
4 3 (1.20%) Skype for Business
5 2 (0.80%) Drupal
5 2 (0.80%) Exchange Server 2013
5 2 (0.80%) SharePoint 2010
5 2 (0.80%) SharePoint 2013
5 2 (0.80%) WordPress
6 1 (0.40%) Exchange Server 2007
6 1 (0.40%) Exchange Server 2010
6 1 (0.40%) IIS
6 1 (0.40%) SharePoint Server
6 1 (0.40%) Umbraco
Applications
1 16 (6.40%) Microsoft Excel
2 9 (3.60%) Microsoft Office
3 1 (0.40%) Microsoft PowerPoint
3 1 (0.40%) Microsoft Project
Business Applications
1 13 (5.20%) SAP S/4HANA
2 7 (2.80%) Dynamics CRM
2 7 (2.80%) Sage CRM
3 6 (2.40%) Dynamics AX
3 6 (2.40%) SAP CO
3 6 (2.40%) SAP FI
3 6 (2.40%) SAP FI/CO
4 4 (1.60%) Infor M3
5 3 (1.20%) Dynamics GP
5 3 (1.20%) SAP EWM
5 3 (1.20%) SAP WM
6 2 (0.80%) Magento
6 2 (0.80%) SAP MDG
7 1 (0.40%) Dynamics NAV
7 1 (0.40%) HFM
7 1 (0.40%) NetSuite
7 1 (0.40%) Payment Gateway
7 1 (0.40%) SAP QM
Cloud Services
1 45 (18.00%) Microsoft Azure
2 40 (16.00%) Amazon AWS
3 24 (9.60%) Office 365
4 10 (4.00%) iPaaS
5 9 (3.60%) Google Cloud Platform
6 8 (3.20%) Dynamics 365
7 3 (1.20%) Cloud Computing
7 3 (1.20%) G Suite
7 3 (1.20%) IaaS
8 2 (0.80%) GitHub
8 2 (0.80%) Google Analytics
8 2 (0.80%) OneDrive
8 2 (0.80%) OpenShift
8 2 (0.80%) PaaS
8 2 (0.80%) SaaS
9 1 (0.40%) Amazon Glacier
9 1 (0.40%) Amazon S3
9 1 (0.40%) IBM Blueworks
Communications & Networking
1 10 (4.00%) VPN
2 8 (3.20%) WAN
3 7 (2.80%) DHCP
3 7 (2.80%) DNS
3 7 (2.80%) LAN
4 6 (2.40%) LDAP
4 6 (2.40%) SAN
4 6 (2.40%) TCP/IP
5 5 (2.00%) Firewall
5 5 (2.00%) HTTP
5 5 (2.00%) MPLS
6 3 (1.20%) Skype
7 2 (0.80%) BGP
7 2 (0.80%) Cisco Wireless
7 2 (0.80%) OSPF
7 2 (0.80%) PBX
7 2 (0.80%) RSVP
7 2 (0.80%) SSL
7 2 (0.80%) VoIP
7 2 (0.80%) Wireless
Database & Business Intelligence
1 38 (15.20%) SQL Server
2 29 (11.60%) MySQL
2 29 (11.60%) SQL Server Integration Services
3 27 (10.80%) SQL Server Reporting Services
4 19 (7.60%) SQL Server Analysis Services
5 15 (6.00%) Data Warehouse
6 14 (5.60%) SQL Server 2012
7 10 (4.00%) SAP Data Services
7 10 (4.00%) SAP HANA
7 10 (4.00%) SQL Server 2016
8 8 (3.20%) Power BI
9 7 (2.80%) Microsoft Analysis Services
10 6 (2.40%) Crystal Reports
11 5 (2.00%) SQL Server 2008
11 5 (2.00%) SQL Server 2014
12 4 (1.60%) DTS
13 3 (1.20%) Big Data
13 3 (1.20%) MS Access
13 3 (1.20%) QlikView
13 3 (1.20%) Snowflake Schema
Development Applications
1 16 (6.40%) eCATT
1 16 (6.40%) LSMW
2 12 (4.80%) Eclipse
3 8 (3.20%) JIRA
4 6 (2.40%) Team Foundation Server
5 4 (1.60%) Visual Studio
6 2 (0.80%) PHPUnit
6 2 (0.80%) SQL Server Management Studio (SSMS)
6 2 (0.80%) Vagrant
6 2 (0.80%) Xdebug
7 1 (0.40%) Git (software)
7 1 (0.40%) Jenkins
7 1 (0.40%) Maven
7 1 (0.40%) Selenium
7 1 (0.40%) WebDriver
General
1 64 (25.60%) Finance
2 47 (18.80%) Retail
3 23 (9.20%) Manufacturing
4 15 (6.00%) Banking
5 13 (5.20%) Advertising
6 12 (4.80%) Investment Banking
7 10 (4.00%) Publishing
8 8 (3.20%) Billing
8 8 (3.20%) General Ledger
8 8 (3.20%) Law
8 8 (3.20%) Marketing
9 7 (2.80%) Telecoms
10 5 (2.00%) Electronics
10 5 (2.00%) Local Government
11 3 (1.20%) Pharmaceutical
12 2 (0.80%) French Language
13 1 (0.40%) Corporate Banking
13 1 (0.40%) Czech Language
13 1 (0.40%) German Language
13 1 (0.40%) Spanish Language
Job Titles
1 60 (24.00%) Developer
2 49 (19.60%) Consultant
3 30 (12.00%) Architect
4 25 (10.00%) PHP Developer
5 24 (9.60%) Cloud Developer
6 22 (8.80%) Project Manager
7 21 (8.40%) SAP Consultant
8 18 (7.20%) Analyst
9 15 (6.00%) Senior Developer
10 14 (5.60%) Implementation Manager
11 12 (4.80%) Logistics Consultant
11 12 (4.80%) SAP Logistics Consultant
11 12 (4.80%) Senior PHP Developer
11 12 (4.80%) Technical Consultant
12 11 (4.40%) SAP Developer
12 11 (4.40%) SAP PI Developer
13 10 (4.00%) DBA
13 10 (4.00%) SAP Technical Architect
13 10 (4.00%) SQL Developer
13 10 (4.00%) Technical Architect
Libraries, Frameworks & Software Standards
1 31 (12.40%) .NET
2 28 (11.20%) Laravel
3 26 (10.40%) Symfony
4 20 (8.00%) EDI
5 19 (7.60%) XML
6 16 (6.40%) IDoc
7 14 (5.60%) Middleware
8 12 (4.80%) SAP ALE
8 12 (4.80%) SAP PI
9 11 (4.40%) Web Services
10 8 (3.20%) HTML
11 7 (2.80%) CSS
11 7 (2.80%) REST
12 5 (2.00%) SAP CO-PA
13 4 (1.60%) ODBC
13 4 (1.60%) SOAP
14 3 (1.20%) .NET Framework
14 3 (1.20%) Node.js
14 3 (1.20%) WCF
14 3 (1.20%) WinForms
Miscellaneous
1 32 (12.80%) Analytical Skills
2 14 (5.60%) Management Information System
3 13 (5.20%) NHS
4 12 (4.80%) Computer Science
5 11 (4.40%) Hybrid Cloud
6 8 (3.20%) LIMS
7 5 (2.00%) Chip and PIN
7 5 (2.00%) Data Centre
7 5 (2.00%) EPoS
7 5 (2.00%) Public Cloud
8 4 (1.60%) Enterprise Software
8 4 (1.60%) Mobile App
8 4 (1.60%) Private Cloud
9 3 (1.20%) Clustering
9 3 (1.20%) Driving Licence
9 3 (1.20%) Greenfield Project
9 3 (1.20%) iPad
9 3 (1.20%) Replication
9 3 (1.20%) Wiki
10 2 (0.80%) Cloud Native
Operating Systems
1 51 (20.40%) Windows
2 21 (8.40%) Windows Server
3 10 (4.00%) Linux
3 10 (4.00%) Unix
4 8 (3.20%) Windows Server 2012
5 7 (2.80%) Windows Server 2008
6 3 (1.20%) Windows 10
7 2 (0.80%) AIX
7 2 (0.80%) Windows 7
8 1 (0.40%) Windows 2000
8 1 (0.40%) Windows Server 2003
8 1 (0.40%) Windows XP
Processes & Methodologies
1 82 (32.80%) Data Migration
2 44 (17.60%) DevOps
3 42 (16.80%) E-Commerce
4 31 (12.40%) Business Intelligence
5 28 (11.20%) Agile Software Development
5 28 (11.20%) CRM
6 26 (10.40%) Re-Platforming
7 25 (10.00%) Customer Requirements
8 24 (9.60%) Continuous Improvement
8 24 (9.60%) Project Management
9 21 (8.40%) ERP
9 21 (8.40%) ETL
10 20 (8.00%) Stakeholder Management
11 19 (7.60%) ITIL
12 18 (7.20%) High Availability
13 17 (6.80%) Change Management
13 17 (6.80%) Data Analysis
14 16 (6.40%) Logistics
15 15 (6.00%) Project Planning
15 15 (6.00%) Risk Management
Programming Languages
1 53 (21.20%) SQL
2 30 (12.00%) PHP
3 22 (8.80%) T-SQL
4 16 (6.40%) ABAP
5 13 (5.20%) Java
6 12 (4.80%) C#
7 9 (3.60%) VB.NET
8 8 (3.20%) VB
9 7 (2.80%) JavaScript
9 7 (2.80%) VBA
10 6 (2.40%) Python
11 4 (1.60%) C
12 3 (1.20%) PowerShell
12 3 (1.20%) Shell Script
13 2 (0.80%) Bash Shell
13 2 (0.80%) VB6
14 1 (0.40%) Ruby
14 1 (0.40%) VBScript
Qualifications
1 39 (15.60%) Degree
2 7 (2.80%) Microsoft Certification
3 6 (2.40%) Master's Degree
4 3 (1.20%) Computer Science Degree
4 3 (1.20%) MCSE
5 2 (0.80%) CCNA
5 2 (0.80%) CCNP
5 2 (0.80%) Cisco Certification
5 2 (0.80%) HND
5 2 (0.80%) MCDBA
5 2 (0.80%) MCPD
5 2 (0.80%) MCTS
6 1 (0.40%) ISEB
6 1 (0.40%) ISTQB
6 1 (0.40%) ITIL Certification
6 1 (0.40%) PMP
6 1 (0.40%) PRINCE2 Certification
6 1 (0.40%) Sun Certification
6 1 (0.40%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 19 (7.60%) QA
2 17 (6.80%) Data Quality
3 3 (1.20%) SLA
4 1 (0.40%) Cyber Essentials
4 1 (0.40%) Cyber Essentials PLUS
4 1 (0.40%) GDPR
4 1 (0.40%) HMG Security Policy Framework
4 1 (0.40%) ISO/IEC 27001
4 1 (0.40%) MiFID
4 1 (0.40%) PMO
System Software
1 19 (7.60%) Active Directory
2 5 (2.00%) Hyper-V
2 5 (2.00%) VMware Infrastructure
3 3 (1.20%) Docker
4 2 (0.80%) Virtual Machines
4 2 (0.80%) VMware ESXi
4 2 (0.80%) XenApp
5 1 (0.40%) GPFS
5 1 (0.40%) KVM
5 1 (0.40%) Microsoft App-V
5 1 (0.40%) PowerHA
5 1 (0.40%) vCloud
5 1 (0.40%) Virtual Servers
5 1 (0.40%) vSphere
Systems Management
1 4 (1.60%) Failover Clustering
1 4 (1.60%) Nagios
1 4 (1.60%) Perfmon
2 3 (1.20%) SCCM
3 2 (0.80%) Ansible
3 2 (0.80%) Cisco CUCM
3 2 (0.80%) Cisco Prime
3 2 (0.80%) Ganglia
3 2 (0.80%) Puppet
3 2 (0.80%) SCOM
4 1 (0.40%) Backup Exec
4 1 (0.40%) Opscode Chef
4 1 (0.40%) SCOrch
4 1 (0.40%) Symantec Enterprise Vault
4 1 (0.40%) WSUS
Vendors
1 66 (26.40%) Microsoft
2 51 (20.40%) SAP
3 26 (10.40%) Zend
4 12 (4.80%) VMware
5 11 (4.40%) Google
6 10 (4.00%) Tableau
7 8 (3.20%) Cisco
7 8 (3.20%) Sage
8 7 (2.80%) IBM
9 6 (2.40%) Citrix
9 6 (2.40%) Oracle
10 5 (2.00%) Infor
11 4 (1.60%) CA Agile Central
11 4 (1.60%) HP
11 4 (1.60%) Rackspace
11 4 (1.60%) Salesforce.com
12 3 (1.20%) Symantec
13 2 (0.80%) Juniper
13 2 (0.80%) ServiceNow
14 1 (0.40%) Twitter