Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 122 144 139
Rank change year-on-year +22 -5 -7
Permanent jobs citing Migration 4,350 3,948 4,697
As % of all permanent IT jobs advertised in England 2.68% 2.37% 2.41%
As % of the Processes & Methodologies category 2.98% 2.65% 2.72%
Number of salaries quoted 3,290 3,081 3,787
England median annual salary £57,500 £52,500 £50,000
Median salary % change year-on-year +9.52% +5.00% -
10th Percentile £34,000 £32,500 £31,250
90th Percentile £86,250 £85,000 £80,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 145,931 149,184 172,983
As % of all permanent IT jobs advertised in England 89.86% 89.54% 88.85%
Number of salaries quoted 118,075 124,276 144,837
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,000 £28,500 £27,750
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

Migration
Job Vacancy Trend in England

Job postings citing Migration as a percentage of all IT jobs advertised in England.

Job vacancy trend for Migration in England

Migration
Salary Trend in England

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

Salary trend for Migration in England

Migration
Salary Histogram in England

The salary distribution of IT jobs citing Migration in England over the 6 months to 16 January 2018.

Salary histogram for Migration in England

Migration
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the England region over the 6 months to 16 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
London +28 2,108 £65,000 +12.84% 344
South East +13 872 £52,500 - 123
North of England +22 525 £48,500 +14.12% 123
Midlands +7 372 £50,000 +8.70% 107
West Midlands +10 289 £50,000 +14.94% 56
North West +5 254 £47,500 +11.76% 72
Yorkshire +38 249 £48,750 +16.77% 38
South West +24 225 £48,750 +14.71% 64
East of England -15 221 £50,000 -4.76% 52
East Midlands -9 82 £53,750 +7.50% 50
North East -19 23 £53,750 +34.38% 13
Migration
UK

For the 6 months to 16 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 England region with a requirement for Migration.

1 1,237 (28.44%) Finance
2 1,224 (28.14%) Microsoft
3 1,198 (27.54%) Data Migration
4 1,192 (27.40%) SQL
5 1,077 (24.76%) Agile Software Development
6 901 (20.71%) Windows
7 899 (20.67%) Microsoft Azure
8 837 (19.24%) SQL Server
9 755 (17.36%) Amazon AWS
10 667 (15.33%) Active Directory
11 598 (13.75%) DevOps
12 569 (13.08%) Office 365
13 542 (12.46%) Windows Server
14 528 (12.14%) .NET
15 507 (11.66%) Project Management
16 501 (11.52%) Business Intelligence
17 491 (11.29%) Linux
18 489 (11.24%) VMware
19 462 (10.62%) PowerShell
20 438 (10.07%) Degree
21 436 (10.02%) SAP
22 432 (9.93%) C#
23 423 (9.72%) Analytical Skills
24 414 (9.52%) Data Centre
25 392 (9.01%) SQL Server Integration Services
26 388 (8.92%) Banking
27 382 (8.78%) Oracle
28 378 (8.69%) Retail
29 370 (8.51%) CRM
30 359 (8.25%) JavaScript

Migration
Co-occurring IT Skills in England 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
1 280 (6.44%) SharePoint
2 191 (4.39%) IIS
3 186 (4.28%) MS Exchange
4 118 (2.71%) Skype for Business
5 103 (2.37%) Apache
6 80 (1.84%) Confluence
7 74 (1.70%) SharePoint 2013
8 69 (1.59%) OpenStack
9 68 (1.56%) Exchange Server 2010
10 67 (1.54%) CMS
11 62 (1.43%) Exchange Server 2013
12 58 (1.33%) SharePoint 2010
13 55 (1.26%) Tomcat
14 47 (1.08%) Apache Spark
15 42 (0.97%) SAS
16 35 (0.80%) SharePoint Server
17 34 (0.78%) nginx
18 31 (0.71%) BizTalk Server
19 29 (0.67%) Elasticsearch
20 28 (0.64%) Oracle SOA Suite
Applications
1 180 (4.14%) Microsoft Office
2 153 (3.52%) Microsoft Excel
3 43 (0.99%) Microsoft Project
4 26 (0.60%) Microsoft PowerPoint
5 24 (0.55%) MS Visio
6 23 (0.53%) InfoPath
7 5 (0.11%) Spreadsheet
8 2 (0.046%) Adobe Premiere
8 2 (0.046%) AutoCAD
8 2 (0.046%) CATIA
8 2 (0.046%) SOLIDWORKS
8 2 (0.046%) SPSS
9 1 (0.023%) Adobe Illustrator
9 1 (0.023%) Fireworks
9 1 (0.023%) HipChat
9 1 (0.023%) InVision
9 1 (0.023%) Maya
9 1 (0.023%) Photoshop
Business Applications
1 109 (2.51%) Dynamics CRM
2 107 (2.46%) SAP S/4HANA
3 37 (0.85%) Dynamics AX
4 35 (0.80%) SAP MM
5 31 (0.71%) SAP CO
5 31 (0.71%) SAP FI
5 31 (0.71%) SAP FI/CO
6 27 (0.62%) SAP EWM
7 26 (0.60%) SAP QM
8 22 (0.51%) Oracle EBS
8 22 (0.51%) Oracle EBS R12
9 21 (0.48%) SAP ERP
10 20 (0.46%) Dynamics NAV
11 19 (0.44%) Salesforce.com CRM
12 18 (0.41%) SAP PM
13 17 (0.39%) SAP CS
13 17 (0.39%) SAP Oil and Gas
13 17 (0.39%) SAP WM
14 16 (0.37%) Endur
14 16 (0.37%) Oracle BPM
Cloud Services
1 899 (20.67%) Microsoft Azure
2 755 (17.36%) Amazon AWS
3 569 (13.08%) Office 365
4 214 (4.92%) IaaS
5 200 (4.60%) PaaS
6 175 (4.02%) SaaS
7 130 (2.99%) Google Cloud Platform
8 73 (1.68%) Cloud Computing
9 65 (1.49%) Azure Active Directory
9 65 (1.49%) Dynamics 365
10 60 (1.38%) Serverless
11 45 (1.03%) Force.com
12 40 (0.92%) OneDrive
13 34 (0.78%) GitHub
13 34 (0.78%) Salesforce Service Cloud
14 30 (0.69%) AWS CloudFormation
14 30 (0.69%) OpenShift
15 28 (0.64%) Azure Data Factory
16 24 (0.55%) Salesforce Sales Cloud
17 22 (0.51%) Yammer
Communications & Networking
1 265 (6.09%) Firewall
2 159 (3.66%) DNS
3 155 (3.56%) WAN
4 142 (3.26%) SAN
5 136 (3.13%) LAN
6 130 (2.99%) VPN
7 121 (2.78%) TCP/IP
8 105 (2.41%) Wireless
9 102 (2.34%) Skype
10 95 (2.18%) DHCP
11 90 (2.07%) VoIP
12 79 (1.82%) Internet
13 68 (1.56%) MPLS
14 64 (1.47%) NAS
15 61 (1.40%) Unified Communications
16 58 (1.33%) OSPF
17 57 (1.31%) VLAN
18 56 (1.29%) Cisco ASA
19 54 (1.24%) Intranet
20 50 (1.15%) BGP
Database & Business Intelligence
1 837 (19.24%) SQL Server
2 392 (9.01%) SQL Server Integration Services
3 353 (8.11%) Data Warehouse
4 324 (7.45%) SQL Server Reporting Services
5 263 (6.05%) Big Data
6 211 (4.85%) SQL Server Analysis Services
7 161 (3.70%) MySQL
8 140 (3.22%) Power BI
9 131 (3.01%) Relational Database
10 124 (2.85%) NoSQL
11 116 (2.67%) SQL Server 2012
12 101 (2.32%) Hadoop
13 100 (2.30%) SQL Server 2008
14 92 (2.11%) Oracle Database
15 87 (2.00%) MongoDB
16 86 (1.98%) QlikView
17 83 (1.91%) SQL Server 2014
18 76 (1.75%) SQL Server 2016
19 71 (1.63%) SAP Data Services
20 69 (1.59%) BusinessObjects
Development Applications
1 194 (4.46%) Git (software)
2 192 (4.41%) Jenkins
3 176 (4.05%) Visual Studio
4 158 (3.63%) JIRA
5 134 (3.08%) Team Foundation Server
6 109 (2.51%) LSMW
7 104 (2.39%) TeamCity
8 84 (1.93%) eCATT
9 73 (1.68%) Atlassian Bamboo
10 71 (1.63%) Octopus Deploy
11 56 (1.29%) Selenium
12 55 (1.26%) Visual Studio Team System
13 52 (1.20%) Hudson
14 44 (1.01%) Subversion
15 42 (0.97%) MSI
16 39 (0.90%) MSBuild
17 36 (0.83%) ERwin
18 32 (0.74%) SQL Server Management Studio (SSMS)
19 26 (0.60%) Cucumber
20 24 (0.55%) webpack
General
1 1,237 (28.44%) Finance
2 388 (8.92%) Banking
3 378 (8.69%) Retail
4 237 (5.45%) Manufacturing
5 135 (3.10%) Marketing
6 108 (2.48%) Advertising
7 97 (2.23%) Publishing
8 95 (2.18%) Legal
9 89 (2.05%) Billing
10 87 (2.00%) Telecoms
11 73 (1.68%) Law
12 71 (1.63%) Retail Banking
13 69 (1.59%) Investment Banking
14 49 (1.13%) Back Office
15 42 (0.97%) Front Office
16 31 (0.71%) Local Government
17 24 (0.55%) General Ledger
18 23 (0.53%) Pharmaceutical
19 19 (0.44%) Corporate Banking
20 17 (0.39%) Games
Job Titles
1 753 (17.31%) Architect
2 632 (14.53%) Consultant
3 629 (14.46%) Developer
4 516 (11.86%) Analyst
5 250 (5.75%) Administrator
6 238 (5.47%) Project Manager
7 237 (5.45%) Solutions Architect
8 211 (4.85%) Cloud Architect
9 203 (4.67%) DBA
10 184 (4.23%) DevOps Engineer
11 182 (4.18%) Business Analyst
12 180 (4.14%) SAP Consultant
13 155 (3.56%) Data Architect
14 135 (3.10%) SQL DBA
15 120 (2.76%) Technical Architect
16 111 (2.55%) .NET Developer
17 100 (2.30%) Data Analyst
18 90 (2.07%) Senior Developer
19 89 (2.05%) Infrastructure Engineer
20 84 (1.93%) Technical Consultant
Libraries, Frameworks & Software Standards
1 528 (12.14%) .NET
2 291 (6.69%) Web Services
3 276 (6.34%) HTML
4 234 (5.38%) CSS
5 197 (4.53%) ASP.NET
6 165 (3.79%) AngularJS
7 152 (3.49%) XML
8 138 (3.17%) Middleware
9 115 (2.64%) REST
10 97 (2.23%) .NET Framework
11 95 (2.18%) EDI
12 94 (2.16%) ASP.NET MVC
13 84 (1.93%) IDoc
13 84 (1.93%) jQuery
13 84 (1.93%) WCF
14 81 (1.86%) SOAP
15 79 (1.82%) ASP.NET Web API
16 76 (1.75%) HTML5
17 75 (1.72%) JSON
18 72 (1.66%) RESTful
Miscellaneous
1 423 (9.72%) Analytical Skills
2 414 (9.52%) Data Centre
3 189 (4.34%) Management Information System
4 155 (3.56%) User Experience
5 148 (3.40%) Computer Science
6 133 (3.06%) Public Cloud
7 122 (2.80%) Replication
8 114 (2.62%) Hybrid Cloud
9 112 (2.57%) Clustering
10 91 (2.09%) Enterprise Software
11 88 (2.02%) Greenfield Project
12 80 (1.84%) Fintech
13 70 (1.61%) Private Cloud
14 65 (1.49%) NHS
15 64 (1.47%) Data Structures
16 62 (1.43%) LIMS
17 59 (1.36%) Virtual Team
18 54 (1.24%) Mobile App
19 43 (0.99%) Driving Licence
20 42 (0.97%) Mainframe
Operating Systems
1 901 (20.71%) Windows
2 542 (12.46%) Windows Server
3 491 (11.29%) Linux
4 250 (5.75%) Unix
5 191 (4.39%) Windows Server 2012
6 135 (3.10%) Windows Server 2008
7 125 (2.87%) Windows 7
8 120 (2.76%) Windows 10
9 106 (2.44%) Red Hat Enterprise Linux
10 66 (1.52%) CentOS
11 51 (1.17%) Apple iOS
12 45 (1.03%) Windows 8
13 43 (0.99%) Solaris
14 42 (0.97%) Ubuntu
14 42 (0.97%) Windows Server 2003
15 36 (0.83%) Mac OS X
16 19 (0.44%) Android
17 17 (0.39%) Windows XP
18 14 (0.32%) Fedora
19 12 (0.28%) Windows Vista
Processes & Methodologies
1 1,198 (27.54%) Data Migration
2 1,077 (24.76%) Agile Software Development
3 598 (13.75%) DevOps
4 507 (11.66%) Project Management
5 501 (11.52%) Business Intelligence
6 370 (8.51%) CRM
7 355 (8.16%) ETL
8 350 (8.05%) ITIL
9 323 (7.43%) Analytics
10 304 (6.99%) Stakeholder Management
11 300 (6.90%) Scrum
12 280 (6.44%) Presales
13 250 (5.75%) Data Modelling
14 237 (5.45%) Continuous Improvement
15 235 (5.40%) Data Management
16 198 (4.55%) Data Analysis
17 197 (4.53%) Mentoring
18 196 (4.51%) Performance Tuning
19 194 (4.46%) Continuous Integration
20 189 (4.34%) ERP
Programming Languages
1 1,192 (27.40%) SQL
2 462 (10.62%) PowerShell
3 432 (9.93%) C#
4 359 (8.25%) JavaScript
5 315 (7.24%) Java
6 284 (6.53%) Python
7 269 (6.18%) T-SQL
8 174 (4.00%) Bash Shell
9 126 (2.90%) Perl
10 118 (2.71%) Ruby
11 115 (2.64%) ABAP
12 114 (2.62%) PHP
13 99 (2.28%) PL/SQL
14 81 (1.86%) C
15 62 (1.43%) VB
16 61 (1.40%) C++
17 57 (1.31%) Shell Script
18 52 (1.20%) Apex Code
19 47 (1.08%) VBA
20 27 (0.62%) VB.NET
Qualifications
1 438 (10.07%) Degree
2 230 (5.29%) Microsoft Certification
3 146 (3.36%) Security Cleared
4 122 (2.80%) Cisco Certification
5 105 (2.41%) MCSE
6 92 (2.11%) SC Cleared
7 71 (1.63%) CCNP
7 71 (1.63%) Computer Science Degree
8 60 (1.38%) CCNA
9 54 (1.24%) Master's Degree
9 54 (1.24%) PRINCE2 Certification
10 53 (1.22%) CISSP
11 49 (1.13%) AWS Certification
11 49 (1.13%) ITIL Certification
12 48 (1.10%) MCSA
13 44 (1.01%) CISM
14 42 (0.97%) DV Cleared
15 40 (0.92%) VMware Certified Professional (VCP)
16 39 (0.90%) CCIE
17 35 (0.80%) PMI Certification
Quality Assurance & Compliance
1 166 (3.82%) Data Quality
2 151 (3.47%) QA
3 85 (1.95%) SLA
4 58 (1.33%) GDPR
4 58 (1.33%) ISO/IEC 27001
5 42 (0.97%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 38 (0.87%) PMO
7 29 (0.67%) PCI DSS
8 13 (0.30%) GCP
9 9 (0.21%) Sarbanes-Oxley
10 8 (0.18%) HL7
11 7 (0.16%) COBIT
11 7 (0.16%) SEPA
12 5 (0.11%) DICOM
13 4 (0.092%) FIPS 140-2
14 3 (0.069%) MiFID
14 3 (0.069%) PMBOK
15 2 (0.046%) Cyber Essentials
15 2 (0.046%) ISO 9001
15 2 (0.046%) TARGET2
System Software
1 667 (15.33%) Active Directory
2 337 (7.75%) VMware Infrastructure
3 175 (4.02%) Hyper-V
4 156 (3.59%) Docker
5 86 (1.98%) vSphere
6 60 (1.38%) VMware ESXi
7 58 (1.33%) Microsoft App-V
8 56 (1.29%) Virtual Desktop
9 45 (1.03%) XenApp
10 42 (0.97%) VMware NSX
11 24 (0.55%) Terminal Services
12 22 (0.51%) Virtual Machines
13 17 (0.39%) HDFS
14 13 (0.30%) Virtual Servers
15 10 (0.23%) Oracle RAC
15 10 (0.23%) vCloud
16 8 (0.18%) FreeRADIUS
16 8 (0.18%) NFS
16 8 (0.18%) SAP ITS
17 7 (0.16%) XenDesktop
Systems Management
1 261 (6.00%) Puppet
2 208 (4.78%) Ansible
3 188 (4.32%) Opscode Chef
4 166 (3.82%) SCCM
5 96 (2.21%) Kubernetes
6 85 (1.95%) Terraform
7 76 (1.75%) SCOM
8 66 (1.52%) Nagios
9 42 (0.97%) vRealize
10 41 (0.94%) Icinga
11 38 (0.87%) Microsoft Intune
12 25 (0.57%) NetBackup
13 24 (0.55%) Cisco CUCM
13 24 (0.55%) Cisco UCCX
13 24 (0.55%) WSUS
14 23 (0.53%) Cisco UCCE
15 22 (0.51%) Oracle RMAN
16 21 (0.48%) Data Guard
16 21 (0.48%) vCenter Server
17 19 (0.44%) AirWatch
Vendors
1 1,224 (28.14%) Microsoft
2 489 (11.24%) VMware
3 436 (10.02%) SAP
4 382 (8.78%) Oracle
5 284 (6.53%) Cisco
6 203 (4.67%) Google
7 154 (3.54%) Citrix
8 151 (3.47%) Salesforce.com
9 127 (2.92%) Tableau
10 125 (2.87%) HP
11 114 (2.62%) Red Hat
12 63 (1.45%) Juniper
13 59 (1.36%) EMC
14 56 (1.29%) Atlassian
15 55 (1.26%) Informatica
16 53 (1.22%) IBM
17 50 (1.15%) Apple
17 50 (1.15%) Dell
18 48 (1.10%) NetApp
19 42 (0.97%) ServiceNow