Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 125 141 141
Rank change year-on-year +16 0 -4
Permanent jobs citing Migration 4346 4280 4914
As % of all permanent IT jobs advertised in England 2.59% 2.39% 2.38%
As % of the Processes & Methodologies category 2.88% 2.67% 2.69%
Number of salaries quoted 3200 3292 3861
England median annual salary £55,000 £51,000 £50,000
Median salary % change year-on-year +7.84% +2.00% +3.09%
10th Percentile £33,500 £32,500 £31,250
90th Percentile £86,250 £85,000 £81,250
UK median annual salary £55,000 £51,000 £50,000
% change year-on-year +7.84% +2.00% +2.04%

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 150826 160156 182795
As % of all permanent IT jobs advertised in England 89.93% 89.37% 88.72%
Number of salaries quoted 119888 134356 152138
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £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 18 November 2017.

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 18 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
London +9 2185 £62,500 +13.64% 117
South East +11 801 £52,500 +5.00% 46
North of England +13 511 £45,000 +5.88% 41
Midlands -11 354 £47,500 +5.56% 23
West Midlands -13 258 £47,000 +8.05% 15
Yorkshire +39 248 £45,000 +5.88% 16
North West -1 248 £45,000 +5.88% 23
South West +9 234 £45,000 +4.65% 12
East of England -15 229 £50,000 -9.09% 18
East Midlands +14 92 £50,000 - 7
North East -13 15 £50,000 +31.93% 2
Migration
UK

For the 6 months to 18 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 England region with a requirement for Migration.

1 1291 (29.71%) Finance
2 1215 (27.96%) Data Migration
3 1196 (27.52%) SQL
4 1167 (26.85%) Microsoft
5 1019 (23.45%) Agile Software Development
6 895 (20.59%) Windows
7 857 (19.72%) SQL Server
8 767 (17.65%) Amazon AWS
9 757 (17.42%) Microsoft Azure
10 646 (14.86%) DevOps
11 583 (13.41%) Active Directory
12 581 (13.37%) .NET
13 525 (12.08%) Office 365
14 514 (11.83%) Business Intelligence
15 509 (11.71%) Windows Server
16 500 (11.50%) Linux
16 500 (11.50%) VMware
17 499 (11.48%) Project Management
18 464 (10.68%) Banking
19 450 (10.35%) Degree
20 443 (10.19%) Analytical Skills
21 429 (9.87%) C#
22 410 (9.43%) SAP
23 400 (9.20%) Oracle
23 400 (9.20%) PowerShell
24 388 (8.93%) Data Centre
25 387 (8.90%) Java
26 384 (8.84%) ETL
27 374 (8.61%) SQL Server Integration Services
28 373 (8.58%) Data Warehouse

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
1 305 (7.02%) SharePoint
2 231 (5.32%) MS Exchange
3 202 (4.65%) IIS
4 145 (3.34%) Skype for Business
5 107 (2.46%) Apache
6 102 (2.35%) Confluence
7 97 (2.23%) Exchange Server 2013
8 88 (2.02%) Exchange Server 2010
9 84 (1.93%) Tomcat
10 78 (1.79%) SharePoint 2013
11 73 (1.68%) SharePoint 2010
12 63 (1.45%) CMS
13 56 (1.29%) OpenStack
14 54 (1.24%) Oracle SOA Suite
15 49 (1.13%) Apache Spark
15 49 (1.13%) SAS
16 44 (1.01%) Elasticsearch
17 38 (0.87%) nginx
18 33 (0.76%) Exchange Server 2007
19 31 (0.71%) SharePoint Server
Applications
1 191 (4.39%) Microsoft Office
2 169 (3.89%) Microsoft Excel
3 48 (1.10%) Microsoft Project
4 25 (0.58%) Microsoft PowerPoint
5 19 (0.44%) InfoPath
5 19 (0.44%) MS Visio
6 8 (0.18%) Spreadsheet
7 4 (0.092%) Chatbot
8 3 (0.069%) SPSS
9 2 (0.046%) AutoCAD
9 2 (0.046%) CATIA
9 2 (0.046%) SOLIDWORKS
10 1 (0.023%) Adobe Premiere
Business Applications
1 105 (2.42%) Dynamics CRM
2 100 (2.30%) SAP S/4HANA
3 51 (1.17%) Dynamics AX
4 44 (1.01%) Oracle EBS
5 33 (0.76%) SAP CO
5 33 (0.76%) SAP FI
5 33 (0.76%) SAP FI/CO
6 29 (0.67%) SAP MM
7 27 (0.62%) SAP EWM
8 26 (0.60%) Oracle EBS R12
9 23 (0.53%) SAP QM
10 21 (0.48%) Dynamics NAV
11 20 (0.46%) Dynamics GP
12 19 (0.44%) Oracle ERP
13 17 (0.39%) SAP PM
13 17 (0.39%) SAP WM
14 16 (0.37%) Oracle HRMS
14 16 (0.37%) SAP CS
14 16 (0.37%) SAP Oil and Gas
15 15 (0.35%) Salesforce.com CRM
Cloud Services
1 767 (17.65%) Amazon AWS
2 757 (17.42%) Microsoft Azure
3 525 (12.08%) Office 365
4 184 (4.23%) IaaS
5 159 (3.66%) PaaS
6 143 (3.29%) SaaS
7 96 (2.21%) Google Cloud Platform
8 64 (1.47%) Azure Active Directory
8 64 (1.47%) Dynamics 365
9 60 (1.38%) Cloud Computing
10 44 (1.01%) Force.com
11 40 (0.92%) AWS CloudFormation
12 32 (0.74%) GitHub
12 32 (0.74%) Salesforce Service Cloud
13 30 (0.69%) IBM Cloud
14 29 (0.67%) Amazon EC2
15 28 (0.64%) Amazon EMR
16 25 (0.58%) OneDrive
17 24 (0.55%) OpenShift
18 22 (0.51%) Salesforce Sales Cloud
Communications & Networking
1 259 (5.96%) Firewall
2 166 (3.82%) WAN
3 164 (3.77%) SAN
4 160 (3.68%) DNS
5 146 (3.36%) VPN
6 135 (3.11%) LAN
7 127 (2.92%) Skype
8 97 (2.23%) TCP/IP
9 95 (2.19%) Wireless
10 94 (2.16%) DHCP
10 94 (2.16%) VoIP
11 93 (2.14%) Internet
12 88 (2.02%) MPLS
13 76 (1.75%) BGP
13 76 (1.75%) OSPF
14 66 (1.52%) VLAN
15 63 (1.45%) NAS
16 60 (1.38%) Cisco ASA
16 60 (1.38%) SSL
17 58 (1.33%) IPsec
Database & Business Intelligence
1 857 (19.72%) SQL Server
2 374 (8.61%) SQL Server Integration Services
3 373 (8.58%) Data Warehouse
4 312 (7.18%) SQL Server Reporting Services
5 212 (4.88%) Big Data
6 204 (4.69%) SQL Server Analysis Services
7 179 (4.12%) MySQL
8 157 (3.61%) SQL Server 2012
9 153 (3.52%) NoSQL
9 153 (3.52%) Relational Database
10 125 (2.88%) SQL Server 2008
11 113 (2.60%) Power BI
12 98 (2.25%) SQL Server 2014
13 95 (2.19%) Hadoop
14 87 (2.00%) MongoDB
15 83 (1.91%) PostgreSQL
16 82 (1.89%) SAP Data Services
17 74 (1.70%) BusinessObjects
18 72 (1.66%) SAP HANA
19 69 (1.59%) Oracle Database
Development Applications
1 224 (5.15%) Jenkins
2 194 (4.46%) Git (software)
3 168 (3.87%) JIRA
4 132 (3.04%) Visual Studio
5 127 (2.92%) Team Foundation Server
6 114 (2.62%) TeamCity
7 82 (1.89%) Atlassian Bamboo
8 74 (1.70%) LSMW
9 63 (1.45%) Subversion
10 61 (1.40%) eCATT
10 61 (1.40%) Hudson
11 57 (1.31%) Octopus Deploy
11 57 (1.31%) Selenium
12 35 (0.81%) MSI
13 33 (0.76%) Cucumber
13 33 (0.76%) SQL Server Management Studio (SSMS)
14 30 (0.69%) Bitbucket
15 28 (0.64%) MSBuild
16 26 (0.60%) ERwin
17 24 (0.55%) Maven
General
1 1291 (29.71%) Finance
2 464 (10.68%) Banking
3 370 (8.51%) Retail
4 174 (4.00%) Manufacturing
5 141 (3.24%) Marketing
6 125 (2.88%) Retail Banking
7 117 (2.69%) Investment Banking
8 93 (2.14%) Advertising
8 93 (2.14%) Legal
9 85 (1.96%) Telecoms
10 72 (1.66%) Law
10 72 (1.66%) Publishing
11 67 (1.54%) Billing
12 53 (1.22%) Back Office
13 41 (0.94%) General Ledger
14 37 (0.85%) Front Office
15 31 (0.71%) Local Government
16 27 (0.62%) Financial Institution
17 25 (0.58%) Automotive
18 22 (0.51%) Pharmaceutical
Job Titles
1 695 (15.99%) Developer
2 662 (15.23%) Architect
3 620 (14.27%) Consultant
4 534 (12.29%) Analyst
5 230 (5.29%) Project Manager
6 216 (4.97%) Administrator
7 209 (4.81%) DBA
8 197 (4.53%) Solutions Architect
9 189 (4.35%) Business Analyst
10 186 (4.28%) DevOps Engineer
11 167 (3.84%) Cloud Architect
12 162 (3.73%) SAP Consultant
13 147 (3.38%) Data Architect
14 146 (3.36%) .NET Developer
15 135 (3.11%) SQL DBA
16 105 (2.42%) Technical Architect
17 103 (2.37%) Senior Developer
18 100 (2.30%) Infrastructure Engineer
19 98 (2.25%) Technical Consultant
20 93 (2.14%) C# Developer
Libraries, Frameworks & Software Standards
1 581 (13.37%) .NET
2 282 (6.49%) Web Services
3 262 (6.03%) HTML
4 205 (4.72%) CSS
5 182 (4.19%) ASP.NET
6 173 (3.98%) XML
7 145 (3.34%) AngularJS
8 136 (3.13%) Middleware
9 99 (2.28%) REST
10 83 (1.91%) RESTful
11 80 (1.84%) ASP.NET MVC
12 71 (1.63%) EDI
12 71 (1.63%) SOAP
13 69 (1.59%) jQuery
14 68 (1.56%) WCF
15 66 (1.52%) HTML5
16 62 (1.43%) .NET Framework
16 62 (1.43%) IDoc
17 58 (1.33%) Node.js
18 54 (1.24%) ASP.NET Web API
Miscellaneous
1 443 (10.19%) Analytical Skills
2 388 (8.93%) Data Centre
3 184 (4.23%) Management Information System
4 175 (4.03%) Computer Science
5 148 (3.41%) Public Cloud
6 139 (3.20%) User Experience
7 124 (2.85%) Replication
8 121 (2.78%) Hybrid Cloud
9 103 (2.37%) Clustering
10 88 (2.02%) Virtual Team
11 87 (2.00%) NHS
12 85 (1.96%) Greenfield Project
13 82 (1.89%) Enterprise Software
14 75 (1.73%) Fintech
15 74 (1.70%) Data Structures
16 58 (1.33%) Driving Licence
17 50 (1.15%) Private Cloud
18 43 (0.99%) Mobile App
19 35 (0.81%) LIMS
20 31 (0.71%) Fixed Income
Operating Systems
1 895 (20.59%) Windows
2 509 (11.71%) Windows Server
3 500 (11.50%) Linux
4 252 (5.80%) Unix
5 214 (4.92%) Windows Server 2012
6 176 (4.05%) Windows Server 2008
7 110 (2.53%) Red Hat Enterprise Linux
8 104 (2.39%) Windows 7
9 103 (2.37%) Windows 10
10 62 (1.43%) CentOS
11 53 (1.22%) Windows Server 2003
12 51 (1.17%) Solaris
13 42 (0.97%) Windows 8
14 39 (0.90%) Apple iOS
15 30 (0.69%) Mac OS X
15 30 (0.69%) Ubuntu
16 21 (0.48%) Android
17 19 (0.44%) Windows XP
18 16 (0.37%) Fedora
19 15 (0.35%) Oracle Linux
Processes & Methodologies
1 1215 (27.96%) Data Migration
2 1019 (23.45%) Agile Software Development
3 646 (14.86%) DevOps
4 514 (11.83%) Business Intelligence
5 499 (11.48%) Project Management
6 384 (8.84%) ETL
7 347 (7.98%) ITIL
8 326 (7.50%) CRM
9 324 (7.46%) Stakeholder Management
10 309 (7.11%) Analytics
11 270 (6.21%) Data Modelling
11 270 (6.21%) Scrum
12 256 (5.89%) Presales
13 240 (5.52%) Continuous Integration
14 229 (5.27%) Business Analysis
15 227 (5.22%) Data Management
16 225 (5.18%) Data Analysis
17 222 (5.11%) Continuous Improvement
18 189 (4.35%) ERP
19 187 (4.30%) High Availability
Programming Languages
1 1196 (27.52%) SQL
2 429 (9.87%) C#
3 400 (9.20%) PowerShell
4 387 (8.90%) Java
5 287 (6.60%) JavaScript
6 286 (6.58%) Python
7 259 (5.96%) T-SQL
8 182 (4.19%) Bash Shell
9 124 (2.85%) PHP
10 122 (2.81%) Perl
11 112 (2.58%) Ruby
12 97 (2.23%) ABAP
13 83 (1.91%) PL/SQL
14 76 (1.75%) C++
15 68 (1.56%) C
15 68 (1.56%) Shell Script
16 51 (1.17%) Apex Code
17 49 (1.13%) VB
18 43 (0.99%) VBA
19 35 (0.81%) VB.NET
Qualifications
1 450 (10.35%) Degree
2 234 (5.38%) Microsoft Certification
3 144 (3.31%) Cisco Certification
4 134 (3.08%) Security Cleared
5 99 (2.28%) MCSE
6 95 (2.19%) Computer Science Degree
7 80 (1.84%) CCNP
8 78 (1.79%) SC Cleared
9 72 (1.66%) CCNA
10 70 (1.61%) VMware Certified Professional (VCP)
11 64 (1.47%) PRINCE2 Certification
12 62 (1.43%) Master's Degree
13 59 (1.36%) ITIL Certification
14 51 (1.17%) CCIE
15 45 (1.04%) AWS Certification
16 42 (0.97%) MCP
17 41 (0.94%) CISSP
18 38 (0.87%) MCITP
19 34 (0.78%) MCSA
20 28 (0.64%) DV Cleared
Quality Assurance & Compliance
1 169 (3.89%) Data Quality
2 156 (3.59%) QA
3 68 (1.56%) SLA
4 43 (0.99%) PMO
5 42 (0.97%) ISO/IEC 27001
6 40 (0.92%) GDPR
7 34 (0.78%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 32 (0.74%) PCI DSS
9 12 (0.28%) GCP
10 9 (0.21%) COBIT
10 9 (0.21%) HL7
11 7 (0.16%) DICOM
12 6 (0.14%) PMBOK
12 6 (0.14%) SEPA
13 5 (0.12%) Sarbanes-Oxley
14 4 (0.092%) MiFID
15 3 (0.069%) Cyber Essentials
16 2 (0.046%) Basel III
16 2 (0.046%) Cyber Essentials PLUS
16 2 (0.046%) Solvency II
System Software
1 583 (13.41%) Active Directory
2 333 (7.66%) VMware Infrastructure
3 168 (3.87%) Docker
4 157 (3.61%) Hyper-V
5 86 (1.98%) vSphere
6 72 (1.66%) VMware ESXi
7 48 (1.10%) Microsoft App-V
7 48 (1.10%) XenApp
8 39 (0.90%) VMware NSX
9 35 (0.81%) Virtual Desktop
10 32 (0.74%) Virtual Machines
11 30 (0.69%) Terminal Services
12 17 (0.39%) XenDesktop
13 15 (0.35%) HDFS
14 13 (0.30%) Virtual Servers
15 11 (0.25%) Ceph
16 7 (0.16%) GPFS
16 7 (0.16%) vCloud
16 7 (0.16%) VMware Workstation
16 7 (0.16%) XenServer
Systems Management
1 273 (6.28%) Puppet
2 229 (5.27%) Ansible
3 208 (4.79%) Opscode Chef
4 163 (3.75%) SCCM
5 108 (2.49%) Terraform
6 94 (2.16%) Kubernetes
7 75 (1.73%) SCOM
8 59 (1.36%) Nagios
9 42 (0.97%) Icinga
10 40 (0.92%) vRealize
11 32 (0.74%) vCenter Server
12 30 (0.69%) Cisco CUCM
13 29 (0.67%) Backup Exec
13 29 (0.67%) WSUS
14 28 (0.64%) Cisco UCCX
15 27 (0.62%) Cisco UCCE
16 25 (0.58%) FortiGate
16 25 (0.58%) NetBackup
17 24 (0.55%) Microsoft Intune
18 18 (0.41%) Cisco Prime
Vendors
1 1167 (26.85%) Microsoft
2 500 (11.50%) VMware
3 410 (9.43%) SAP
4 400 (9.20%) Oracle
5 297 (6.83%) Cisco
6 153 (3.52%) Google
7 147 (3.38%) HP
8 142 (3.27%) Citrix
9 139 (3.20%) Salesforce.com
10 123 (2.83%) Red Hat
11 94 (2.16%) Tableau
12 78 (1.79%) IBM
13 68 (1.56%) Cognizant
14 67 (1.54%) Atlassian
15 65 (1.50%) Juniper
16 62 (1.43%) Dell
17 61 (1.40%) Sybase
18 49 (1.13%) Informatica
19 48 (1.10%) Brocade
19 48 (1.10%) EMC