Period
to 18 January 2018

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 18 January 2018 with a comparison to the same period in the previous 2 years.

Migration
England > North West
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 152 161 125
Rank change year-on-year +9 -36 -26
Permanent jobs citing Migration 259 233 302
As % of all permanent IT jobs advertised in the North West 2.04% 1.89% 2.51%
As % of the Processes & Methodologies category 2.25% 2.09% 2.82%
Number of salaries quoted 161 174 238
North West median annual salary £47,500 £43,750 £40,000
Median salary % change year-on-year +8.57% +9.38% -20.00%
10th Percentile £30,000 £32,500 £28,000
90th Percentile £72,500 £60,000 £65,750
England median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

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 11,497 11,148 10,705
As % of all permanent IT jobs advertised in the North West 90.34% 90.38% 88.87%
Number of salaries quoted 9,130 9,322 8,902
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,250 £26,000 £25,000
90th Percentile £66,250 £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 18 January 2018.

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 18 January 2018. 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 +17 147 £48,500 +14.12% 39
Cheshire +22 94 £47,500 +18.75% 17
Merseyside -20 9 £47,500 -5.00% 5
Lancashire +7 7 £36,000 -20.00% 5
Cumbria -4 1 £34,000 -
Migration
England

For the 6 months to 18 January 2018, 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.

1 110 (42.47%) Data Migration
2 81 (31.27%) Finance
3 70 (27.03%) Microsoft
4 63 (24.32%) SQL
5 53 (20.46%) Retail
6 51 (19.69%) SAP
7 50 (19.31%) SQL Server
7 50 (19.31%) Microsoft Azure
8 47 (18.15%) Agile Software Development
9 45 (17.37%) Windows
10 42 (16.22%) Analytical Skills
11 40 (15.44%) DevOps
12 39 (15.06%) Business Intelligence
13 38 (14.67%) Manufacturing
13 38 (14.67%) Amazon AWS
13 38 (14.67%) Continuous Improvement
13 38 (14.67%) SQL Server Reporting Services
14 37 (14.29%) Customer Requirements
15 33 (12.74%) Project Management
15 33 (12.74%) SQL Server Integration Services
16 32 (12.36%) EDI
17 30 (11.58%) ETL
17 30 (11.58%) Project Planning
18 28 (10.81%) Degree
18 28 (10.81%) eCATT
18 28 (10.81%) Integration Testing
18 28 (10.81%) Logistics
18 28 (10.81%) LSMW
18 28 (10.81%) .NET
18 28 (10.81%) ABAP

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 9 (3.47%) Confluence
1 9 (3.47%) SharePoint
2 7 (2.70%) MS Exchange
3 6 (2.32%) IIS
3 6 (2.32%) WebSphere
4 4 (1.54%) Apache
4 4 (1.54%) WebSphere Portal
5 3 (1.16%) BizTalk Server
5 3 (1.16%) CICS
5 3 (1.16%) Exchange Server 2010
5 3 (1.16%) JBoss
5 3 (1.16%) SharePoint Server
5 3 (1.16%) WordPress
6 2 (0.77%) Drupal
6 2 (0.77%) Exchange Server 2013
6 2 (0.77%) SAS
6 2 (0.77%) Tomcat
7 1 (0.39%) Apache Spark
7 1 (0.39%) Elasticsearch
7 1 (0.39%) Skype for Business
Applications
1 5 (1.93%) Microsoft Excel
2 4 (1.54%) Microsoft Office
3 1 (0.39%) Maya
3 1 (0.39%) Microsoft PowerPoint
3 1 (0.39%) Microsoft Project
Business Applications
1 13 (5.02%) SAP S/4HANA
2 8 (3.09%) Dynamics CRM
3 7 (2.70%) SAP CO
3 7 (2.70%) SAP FI
3 7 (2.70%) SAP FI/CO
4 4 (1.54%) Dynamics AX
4 4 (1.54%) Infor M3
4 4 (1.54%) Oracle BPM
5 3 (1.16%) Magento
5 3 (1.16%) SAP EWM
5 3 (1.16%) SAP WM
6 2 (0.77%) Oracle EBS
6 2 (0.77%) Oracle EBS R12
6 2 (0.77%) SAP QM
7 1 (0.39%) Dynamics GP
7 1 (0.39%) HFM
7 1 (0.39%) Oracle Financials
7 1 (0.39%) SAP HCM
7 1 (0.39%) Shopify
7 1 (0.39%) Workday HCM
Cloud Services
1 50 (19.31%) Microsoft Azure
2 38 (14.67%) Amazon AWS
3 19 (7.34%) Office 365
4 12 (4.63%) Google Cloud Platform
5 10 (3.86%) Dynamics 365
6 7 (2.70%) SaaS
7 6 (2.32%) iPaaS
8 5 (1.93%) Google Analytics
8 5 (1.93%) IaaS
9 4 (1.54%) G Suite
9 4 (1.54%) OneDrive
9 4 (1.54%) PaaS
10 3 (1.16%) Cloud Computing
11 2 (0.77%) GitHub
11 2 (0.77%) OpenShift
12 1 (0.39%) Google App Engine
12 1 (0.39%) Serverless
12 1 (0.39%) SuccessFactors
12 1 (0.39%) Yammer
Communications & Networking
1 6 (2.32%) DHCP
1 6 (2.32%) DNS
1 6 (2.32%) LAN
1 6 (2.32%) WAN
2 5 (1.93%) HTTP
2 5 (1.93%) LDAP
3 4 (1.54%) TCP/IP
3 4 (1.54%) VPN
4 3 (1.16%) Firewall
4 3 (1.16%) PBX
5 2 (0.77%) iSCSI
5 2 (0.77%) MPLS
5 2 (0.77%) SAN
6 1 (0.39%) Fibre Channel
6 1 (0.39%) HTTPS
6 1 (0.39%) Internet
6 1 (0.39%) Intrusion Detection
6 1 (0.39%) IP Telephony
6 1 (0.39%) NAS
6 1 (0.39%) Skype
Database & Business Intelligence
1 50 (19.31%) SQL Server
2 38 (14.67%) SQL Server Reporting Services
3 33 (12.74%) SQL Server Integration Services
4 21 (8.11%) SQL Server Analysis Services
5 20 (7.72%) MySQL
6 15 (5.79%) Power BI
7 14 (5.41%) SQL Server 2012
8 13 (5.02%) Data Warehouse
9 12 (4.63%) Oracle Database
10 11 (4.25%) SQL Server 2016
11 9 (3.47%) QlikView
11 9 (3.47%) Snowflake Schema
12 8 (3.09%) Data Mining
13 7 (2.70%) Big Data
14 6 (2.32%) Crystal Reports
14 6 (2.32%) DB2
14 6 (2.32%) Oracle Database 10g
14 6 (2.32%) Oracle Database 11g
14 6 (2.32%) SAP Data Services
14 6 (2.32%) SAP HANA
Development Applications
1 28 (10.81%) eCATT
1 28 (10.81%) LSMW
2 10 (3.86%) JIRA
3 5 (1.93%) Git (software)
4 4 (1.54%) Eclipse
4 4 (1.54%) Jenkins
5 3 (1.16%) Sonatype Nexus
5 3 (1.16%) Team Foundation Server
6 2 (0.77%) Oracle APEX
6 2 (0.77%) PHPUnit
6 2 (0.77%) Vagrant
6 2 (0.77%) Xdebug
7 1 (0.39%) Subversion
7 1 (0.39%) Visual Studio
7 1 (0.39%) Visual Studio Team System
General
1 81 (31.27%) Finance
2 53 (20.46%) Retail
3 38 (14.67%) Manufacturing
4 26 (10.04%) Publishing
5 23 (8.88%) Billing
6 22 (8.49%) Banking
7 19 (7.34%) Advertising
7 19 (7.34%) Investment Banking
8 16 (6.18%) Law
9 10 (3.86%) Marketing
10 7 (2.70%) General Ledger
10 7 (2.70%) Local Government
11 6 (2.32%) Telecoms
12 5 (1.93%) Electronics
13 3 (1.16%) Corporate Banking
13 3 (1.16%) Games
14 2 (0.77%) Automotive
14 2 (0.77%) French Language
15 1 (0.39%) Back Office
15 1 (0.39%) Pharmaceutical
Job Titles
1 64 (24.71%) Consultant
2 44 (16.99%) Developer
3 36 (13.90%) Architect
4 34 (13.13%) SAP Consultant
5 26 (10.04%) Project Manager
6 21 (8.11%) Analyst
7 16 (6.18%) PHP Developer
8 15 (5.79%) Cloud Developer
9 14 (5.41%) Logistics Consultant
9 14 (5.41%) SAP Logistics Consultant
10 12 (4.63%) Cloud Architect
10 12 (4.63%) DBA
10 12 (4.63%) Migration Manager
10 12 (4.63%) SAP EWM Consultant
10 12 (4.63%) SAP WM Consultant
11 11 (4.25%) Business Analyst
11 11 (4.25%) Data Migration Manager
11 11 (4.25%) Data Migration Project Manager
11 11 (4.25%) IT Manager
11 11 (4.25%) SQL DBA
Libraries, Frameworks & Software Standards
1 32 (12.36%) EDI
2 28 (10.81%) .NET
2 28 (10.81%) IDoc
3 19 (7.34%) Laravel
3 19 (7.34%) Middleware
4 17 (6.56%) Symfony
5 16 (6.18%) Web Services
6 15 (5.79%) XML
7 14 (5.41%) HTML
8 13 (5.02%) REST
9 12 (4.63%) CSS
10 6 (2.32%) ASP.NET
11 5 (1.93%) HTML5
11 5 (1.93%) jQuery
11 5 (1.93%) SAP CO-PA
12 4 (1.54%) .NET Framework
12 4 (1.54%) CSS3
12 4 (1.54%) JSF
12 4 (1.54%) SAP ALE
12 4 (1.54%) SAP PI
Miscellaneous
1 42 (16.22%) Analytical Skills
2 20 (7.72%) LIMS
3 16 (6.18%) Management Information System
4 13 (5.02%) NHS
5 9 (3.47%) Data Centre
5 9 (3.47%) Replication
6 7 (2.70%) Enterprise Software
6 7 (2.70%) Hybrid Cloud
6 7 (2.70%) Mainframe
7 6 (2.32%) Clustering
8 5 (1.93%) Chip and PIN
8 5 (1.93%) EPoS
8 5 (1.93%) IBM Mainframe
8 5 (1.93%) Private Cloud
9 4 (1.54%) Mobile App
10 3 (1.16%) Public Cloud
10 3 (1.16%) VSAM
11 2 (0.77%) User Experience
11 2 (0.77%) Video Conferencing
11 2 (0.77%) Wiki
Operating Systems
1 45 (17.37%) Windows
2 18 (6.95%) Windows Server
3 15 (5.79%) Linux
4 12 (4.63%) Unix
5 8 (3.09%) Windows Server 2012
6 7 (2.70%) Windows Server 2008
7 4 (1.54%) AIX
7 4 (1.54%) Red Hat Enterprise Linux
8 2 (0.77%) HPUX
8 2 (0.77%) Solaris
9 1 (0.39%) Windows 10
9 1 (0.39%) Windows XP
Processes & Methodologies
1 110 (42.47%) Data Migration
2 47 (18.15%) Agile Software Development
3 40 (15.44%) DevOps
4 39 (15.06%) Business Intelligence
5 38 (14.67%) Continuous Improvement
6 37 (14.29%) Customer Requirements
7 33 (12.74%) Project Management
8 30 (11.58%) ETL
8 30 (11.58%) Project Planning
9 28 (10.81%) Integration Testing
9 28 (10.81%) Logistics
10 26 (10.04%) E-Commerce
11 25 (9.65%) Demand Management
11 25 (9.65%) Work Breakdown Structure
12 23 (8.88%) Risk Management
13 22 (8.49%) CRM
14 21 (8.11%) Change Management
14 21 (8.11%) Stakeholder Management
15 19 (7.34%) Wealth Management
16 18 (6.95%) Data Analysis
Programming Languages
1 63 (24.32%) SQL
2 28 (10.81%) ABAP
3 23 (8.88%) PHP
3 23 (8.88%) T-SQL
4 12 (4.63%) Java
4 12 (4.63%) JavaScript
4 12 (4.63%) Python
5 10 (3.86%) C#
6 9 (3.47%) C
7 7 (2.70%) PowerShell
7 7 (2.70%) VB
7 7 (2.70%) VBA
8 6 (2.32%) Shell Script
8 6 (2.32%) VB.NET
9 4 (1.54%) PL/SQL
10 3 (1.16%) COBOL
10 3 (1.16%) JCL
11 2 (0.77%) Bash Shell
11 2 (0.77%) Perl
12 1 (0.39%) C++
Qualifications
1 28 (10.81%) Degree
2 9 (3.47%) Microsoft Certification
3 6 (2.32%) Master's Degree
3 6 (2.32%) SC Cleared
3 6 (2.32%) Security Cleared
4 5 (1.93%) MCSE
5 4 (1.54%) DV Cleared
6 3 (1.16%) HND
6 3 (1.16%) MCDBA
6 3 (1.16%) MCPD
6 3 (1.16%) MCTS
7 2 (0.77%) VMware Certified Professional (VCP)
8 1 (0.39%) CCNA
8 1 (0.39%) Cisco Certification
8 1 (0.39%) Computer Science Degree
8 1 (0.39%) ITIL Certification
8 1 (0.39%) PMP
8 1 (0.39%) PRINCE2 Certification
8 1 (0.39%) PRINCE2 Practitioner
8 1 (0.39%) Sun Certification
Quality Assurance & Compliance
1 14 (5.41%) Data Quality
2 13 (5.02%) QA
3 7 (2.70%) SLA
4 1 (0.39%) GCP
4 1 (0.39%) GDPR
4 1 (0.39%) ISO/IEC 27001
4 1 (0.39%) PMO
System Software
1 20 (7.72%) Active Directory
2 13 (5.02%) Hyper-V
3 7 (2.70%) VMware Infrastructure
4 5 (1.93%) Docker
5 3 (1.16%) Time Sharing Option
6 2 (0.77%) Virtual Machines
6 2 (0.77%) VMware ESXi
7 1 (0.39%) GPFS
7 1 (0.39%) HDFS
7 1 (0.39%) PowerHA
7 1 (0.39%) vCloud
7 1 (0.39%) Virtual Servers
7 1 (0.39%) vSphere
7 1 (0.39%) XenApp
Systems Management
1 5 (1.93%) Nagios
2 4 (1.54%) SCCM
3 3 (1.16%) Ansible
3 3 (1.16%) Kubernetes
3 3 (1.16%) Opscode Chef
3 3 (1.16%) Puppet
3 3 (1.16%) vCenter Server
4 2 (0.77%) Tivoli
4 2 (0.77%) Tivoli Monitoring
5 1 (0.39%) Backup Exec
5 1 (0.39%) BladeLogic
5 1 (0.39%) CA Single Sign-On
5 1 (0.39%) Ganglia
5 1 (0.39%) SCOM
5 1 (0.39%) WSUS
Vendors
1 70 (27.03%) Microsoft
2 51 (19.69%) SAP
3 18 (6.95%) VMware
4 17 (6.56%) Oracle
4 17 (6.56%) Zend
5 16 (6.18%) Google
6 11 (4.25%) Tableau
7 7 (2.70%) IBM
7 7 (2.70%) Rackspace
8 6 (2.32%) CA Agile Central
9 5 (1.93%) Citrix
9 5 (1.93%) Salesforce.com
10 4 (1.54%) Capita
10 4 (1.54%) Cisco
10 4 (1.54%) Fujitsu
10 4 (1.54%) Infor
11 3 (1.16%) CA
11 3 (1.16%) Hortonworks
11 3 (1.16%) HP
12 2 (0.77%) Dell