Period
to 15 October 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 108 132 146
Rank change year-on-year +24 +14 -2
Permanent jobs citing Migration 4,523 4,234 4,207
As % of all permanent IT jobs advertised in England 2.95% 2.60% 2.34%
As % of the Processes & Methodologies category 3.24% 2.83% 2.58%
Number of salaries quoted 3,505 3,094 3,304
England median annual salary £55,000 £55,000 £51,000
Median salary % change year-on-year - +7.84% +2.00%
10th Percentile £32,983 £33,750 £32,500
90th Percentile £86,250 £86,250 £85,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 139,685 149,404 163,267
As % of all permanent IT jobs advertised in England 91.07% 91.57% 90.87%
Number of salaries quoted 112,106 118,704 137,397
England median annual salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% - +5.26%
10th Percentile £29,650 £28,500 £28,000
90th Percentile £85,000 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 15 October 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 15 October 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 +17 2,176 £65,000 +3.17% 343
South East +21 785 £55,000 +4.76% 135
North of England +24 533 £45,000 - 141
Midlands +27 389 £45,000 -5.26% 102
East of England +65 346 £55,000 +10.00% 67
West Midlands +25 259 £47,500 - 65
South West +28 258 £45,000 - 66
North West +2 251 £45,000 - 80
Yorkshire +18 244 £43,000 -4.44% 50
East Midlands +18 127 £40,500 -17.35% 37
North East +13 37 £60,000 +66.67% 11
Migration
UK

For the 6 months to 15 October 2018, IT 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 permanent job ads across the England region with a requirement for Migration.

1 1,304 (28.83%) Microsoft
2 1,293 (28.59%) SQL
3 1,284 (28.39%) Agile Software Development
4 1,133 (25.05%) Finance
5 1,107 (24.47%) Microsoft Azure
6 1,044 (23.08%) Data Migration
7 934 (20.65%) Windows
8 915 (20.23%) SQL Server
9 833 (18.42%) Amazon AWS
10 731 (16.16%) Active Directory
11 703 (15.54%) Office 365
12 622 (13.75%) C#
13 618 (13.66%) .NET
14 606 (13.40%) VMware
15 574 (12.69%) Project Management
16 549 (12.14%) DevOps
17 532 (11.76%) Problem-Solving
18 519 (11.47%) PowerShell
19 512 (11.32%) Windows Server
20 501 (11.08%) Degree
21 492 (10.88%) Analytical Skills
22 469 (10.37%) Web Services
23 439 (9.71%) Linux
24 437 (9.66%) Data Centre
25 425 (9.40%) Stakeholder Management
26 423 (9.35%) JavaScript
27 421 (9.31%) T-SQL
28 397 (8.78%) Business Intelligence
29 394 (8.71%) ETL
30 391 (8.64%) Oracle

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
1 292 (6.46%) SharePoint
2 231 (5.11%) MS Exchange
3 126 (2.79%) Exchange Server 2013
4 115 (2.54%) Skype for Business
5 99 (2.19%) Exchange Server 2010
6 91 (2.01%) IIS
7 76 (1.68%) CMS
8 75 (1.66%) SharePoint 2013
9 62 (1.37%) OpenStack
10 44 (0.97%) Apache
11 43 (0.95%) Elasticsearch
12 41 (0.91%) Apache Spark
12 41 (0.91%) Confluence
13 40 (0.88%) JBoss
13 40 (0.88%) WebSphere
14 38 (0.84%) SAS
14 38 (0.84%) SharePoint 2010
15 30 (0.66%) Apache Solr
16 29 (0.64%) SharePoint Server
17 28 (0.62%) WebLogic
Applications
1 208 (4.60%) Microsoft Excel
2 200 (4.42%) Microsoft Office
3 84 (1.86%) Microsoft PowerPoint
4 76 (1.68%) Microsoft Project
5 63 (1.39%) MS Visio
6 12 (0.27%) InfoPath
7 9 (0.20%) Spreadsheet
8 6 (0.13%) SPSS
9 4 (0.088%) AutoCAD
9 4 (0.088%) ProjectWise
10 3 (0.066%) MicroStation
10 3 (0.066%) Revit
10 3 (0.066%) Snapchat
11 1 (0.022%) GIMP
11 1 (0.022%) HipChat
11 1 (0.022%) Photoshop
Business Applications
1 120 (2.65%) Dynamics CRM
2 63 (1.39%) SAP S/4HANA
3 48 (1.06%) Dynamics AX
4 34 (0.75%) Salesforce.com CRM
5 30 (0.66%) SAP ERP
6 26 (0.57%) NetSuite
7 24 (0.53%) Dynamics NAV
8 22 (0.49%) Oracle EBS R12
9 19 (0.42%) Oracle ERP
10 18 (0.40%) SAP MDG
11 16 (0.35%) Oracle EBS
12 13 (0.29%) Oracle Receivables
13 12 (0.27%) Oracle Financials
13 12 (0.27%) SAP SD
14 11 (0.24%) Oracle Payables
14 11 (0.24%) SAP VC
15 10 (0.22%) Oracle Assets
15 10 (0.22%) Oracle Cash Management
15 10 (0.22%) SAP CO
15 10 (0.22%) SAP FI/CO
Cloud Services
1 1,107 (24.47%) Microsoft Azure
2 833 (18.42%) Amazon AWS
3 703 (15.54%) Office 365
4 275 (6.08%) IaaS
5 261 (5.77%) PaaS
6 243 (5.37%) SaaS
7 142 (3.14%) Google Cloud Platform
8 124 (2.74%) Dynamics 365
9 98 (2.17%) Azure Active Directory
10 93 (2.06%) Cloud Computing
11 54 (1.19%) AWS CloudFormation
11 54 (1.19%) Serverless
12 50 (1.11%) Amazon S3
13 40 (0.88%) G Suite
14 38 (0.84%) OneDrive
15 37 (0.82%) GitHub
16 36 (0.80%) Amazon EC2
16 36 (0.80%) Salesforce Service Cloud
17 34 (0.75%) IBM Cloud
18 31 (0.69%) OpenShift
Communications & Networking
1 326 (7.21%) Firewall
2 256 (5.66%) DNS
3 223 (4.93%) SAN
4 167 (3.69%) LAN
5 162 (3.58%) WAN
6 146 (3.23%) DHCP
7 140 (3.10%) TCP/IP
8 114 (2.52%) VPN
9 109 (2.41%) Skype
10 98 (2.17%) Network Security
11 92 (2.03%) Internet
12 71 (1.57%) VLAN
13 58 (1.28%) Unified Communications
14 55 (1.22%) Cisco ASA
15 53 (1.17%) NAS
16 47 (1.04%) Wireless
17 44 (0.97%) Cisco Nexus
17 44 (0.97%) VoIP
18 41 (0.91%) HTTP
19 40 (0.88%) MPLS
Database & Business Intelligence
1 915 (20.23%) SQL Server
2 383 (8.47%) Data Warehouse
3 358 (7.92%) SQL Server Integration Services
4 324 (7.16%) SQL Server Reporting Services
5 171 (3.78%) Big Data
6 166 (3.67%) SQL Server Analysis Services
7 138 (3.05%) Relational Database
8 136 (3.01%) MySQL
9 110 (2.43%) Power BI
10 107 (2.37%) SQL Server 2008
11 104 (2.30%) NoSQL
11 104 (2.30%) SQL Server 2012
12 95 (2.10%) Hadoop
13 81 (1.79%) PostgreSQL
14 70 (1.55%) Oracle Database
15 68 (1.50%) SQL Server 2016
16 67 (1.48%) SAP HANA
17 51 (1.13%) Data Lake
18 49 (1.08%) BusinessObjects
19 48 (1.06%) MongoDB
Development Applications
1 206 (4.55%) Git (software)
2 202 (4.47%) Team Foundation Server
3 138 (3.05%) Jenkins
4 137 (3.03%) JIRA
5 121 (2.68%) Visual Studio
6 93 (2.06%) TeamCity
7 53 (1.17%) Visual Studio Team System
8 46 (1.02%) Octopus Deploy
9 43 (0.95%) LSMW
10 42 (0.93%) Maven
11 35 (0.77%) Atlassian Bamboo
11 35 (0.77%) Subversion
12 29 (0.64%) ERwin
12 29 (0.64%) Selenium
13 25 (0.55%) SQL Server Management Studio (SSMS)
14 22 (0.49%) Oracle Forms
15 18 (0.40%) Vagrant
16 16 (0.35%) Bitbucket
17 15 (0.33%) JMeter
18 14 (0.31%) Cucumber
General
1 1,133 (25.05%) Finance
2 346 (7.65%) Banking
3 286 (6.32%) Retail
4 194 (4.29%) Marketing
5 152 (3.36%) Manufacturing
6 99 (2.19%) Advertising
7 85 (1.88%) Telecoms
8 82 (1.81%) Front Office
9 76 (1.68%) Law
10 60 (1.33%) Publishing
11 57 (1.26%) Legal
12 41 (0.91%) Private Banking
13 40 (0.88%) Retail Banking
14 38 (0.84%) Corporate Banking
15 32 (0.71%) Investment Banking
16 30 (0.66%) Billing
17 28 (0.62%) Back Office
17 28 (0.62%) Financial Institution
18 23 (0.51%) Games
19 19 (0.42%) German Language
Job Titles
1 827 (18.28%) Developer
2 683 (15.10%) Architect
3 496 (10.97%) Analyst
4 420 (9.29%) Consultant
5 328 (7.25%) Project Manager
6 213 (4.71%) Solutions Architect
7 201 (4.44%) Infrastructure Engineer
8 185 (4.09%) .NET Developer
9 182 (4.02%) SQL Developer
10 180 (3.98%) Cloud Architect
11 168 (3.71%) Administrator
12 160 (3.54%) Business Analyst
12 160 (3.54%) DBA
13 157 (3.47%) C# Developer
14 149 (3.29%) DevOps Engineer
15 120 (2.65%) Senior Manager
16 111 (2.45%) SQL DBA
16 111 (2.45%) Support Engineer
17 109 (2.41%) IT Manager
18 107 (2.37%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 618 (13.66%) .NET
2 469 (10.37%) Web Services
3 323 (7.14%) HTML
4 229 (5.06%) CSS
5 216 (4.78%) ASP.NET
6 211 (4.67%) AngularJS
7 150 (3.32%) .NET Framework
8 142 (3.14%) XML
9 126 (2.79%) SOAP
10 117 (2.59%) ASP.NET Web API
11 110 (2.43%) HTML5
12 105 (2.32%) WCF
13 104 (2.30%) REST
14 100 (2.21%) jQuery
15 88 (1.95%) RESTful
16 84 (1.86%) React
17 83 (1.84%) Middleware
18 79 (1.75%) Entity Framework
19 69 (1.53%) ASP.NET MVC
20 67 (1.48%) JSON
Miscellaneous
1 492 (10.88%) Analytical Skills
2 437 (9.66%) Data Centre
3 241 (5.33%) Self-Motivation
4 174 (3.85%) Public Cloud
5 171 (3.78%) Management Information System
6 164 (3.63%) Computer Science
7 138 (3.05%) Greenfield Project
8 122 (2.70%) Hybrid Cloud
9 113 (2.50%) Clustering
10 111 (2.45%) PKI
11 108 (2.39%) Replication
12 95 (2.10%) User Experience
13 87 (1.92%) Enterprise Software
14 78 (1.72%) Private Cloud
15 75 (1.66%) Fintech
16 58 (1.28%) Mobile App
17 57 (1.26%) Data Structures
18 47 (1.04%) Algorithms
19 38 (0.84%) Enterprise Storage
20 34 (0.75%) Driving Licence
Operating Systems
1 934 (20.65%) Windows
2 512 (11.32%) Windows Server
3 439 (9.71%) Linux
4 244 (5.39%) Windows Server 2012
5 225 (4.97%) Windows Server 2008
6 207 (4.58%) Windows 10
7 169 (3.74%) Unix
8 127 (2.81%) Windows 7
9 66 (1.46%) Red Hat Enterprise Linux
10 52 (1.15%) CentOS
11 37 (0.82%) Windows Server 2003
12 30 (0.66%) Apple iOS
13 29 (0.64%) Windows 8
14 26 (0.57%) Windows XP
15 25 (0.55%) Android
16 22 (0.49%) Ubuntu
17 21 (0.46%) Mac OS X
18 16 (0.35%) Windows Phone
18 16 (0.35%) Windows Vista
19 15 (0.33%) Solaris
Processes & Methodologies
1 1,284 (28.39%) Agile Software Development
2 1,044 (23.08%) Data Migration
3 574 (12.69%) Project Management
4 549 (12.14%) DevOps
5 532 (11.76%) Problem-Solving
6 425 (9.40%) Stakeholder Management
7 397 (8.78%) Business Intelligence
8 394 (8.71%) ETL
9 374 (8.27%) Scrum
10 337 (7.45%) ITIL
11 289 (6.39%) Analytics
12 280 (6.19%) Presales
13 277 (6.12%) ERP
14 273 (6.04%) CRM
15 272 (6.01%) PRINCE2
16 267 (5.90%) Infrastructure Engineering
17 250 (5.53%) Mentoring
18 242 (5.35%) Data Management
19 230 (5.09%) MVC
20 228 (5.04%) Data Analysis
Programming Languages
1 1,293 (28.59%) SQL
2 622 (13.75%) C#
3 519 (11.47%) PowerShell
4 423 (9.35%) JavaScript
5 421 (9.31%) T-SQL
6 382 (8.45%) Java
7 295 (6.52%) Python
8 128 (2.83%) C++
9 123 (2.72%) PL/SQL
10 107 (2.37%) Bash Shell
11 91 (2.01%) VB.NET
12 72 (1.59%) Perl
12 72 (1.59%) PHP
13 67 (1.48%) VB
14 65 (1.44%) Ruby
15 60 (1.33%) VBA
16 52 (1.15%) Apex Code
17 48 (1.06%) C
18 44 (0.97%) Shell Script
19 43 (0.95%) VBScript
Qualifications
1 501 (11.08%) Degree
2 227 (5.02%) Microsoft Certification
3 197 (4.36%) Security Cleared
4 141 (3.12%) MCSE
5 135 (2.98%) Cisco Certification
6 119 (2.63%) SC Cleared
7 97 (2.14%) CCNA
8 85 (1.88%) MCSA
9 74 (1.64%) Computer Science Degree
10 70 (1.55%) CCNP
11 57 (1.26%) PRINCE2 Certification
12 49 (1.08%) PMI Certification
13 44 (0.97%) ITIL Certification
14 43 (0.95%) PMP
15 41 (0.91%) Master's Degree
16 37 (0.82%) AWS Certification
17 36 (0.80%) DV Cleared
18 35 (0.77%) MCP
19 34 (0.75%) MCITP
19 34 (0.75%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 196 (4.33%) Data Quality
2 127 (2.81%) QA
3 84 (1.86%) SLA
4 63 (1.39%) GDPR
5 32 (0.71%) PMO
6 25 (0.55%) ISO/IEC 27001
6 25 (0.55%) PCI DSS
7 22 (0.49%) Sarbanes-Oxley
8 19 (0.42%) IFRS
9 18 (0.40%) Solvency II
10 16 (0.35%) ISO/IEC 20000
11 15 (0.33%) Dodd-Frank
11 15 (0.33%) IFRS 9
12 12 (0.27%) Cyber Essentials
12 12 (0.27%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 11 (0.24%) FATCA
14 5 (0.11%) PSD2
15 4 (0.088%) ISO 9000
15 4 (0.088%) PA-DSS
15 4 (0.088%) PMBOK
System Software
1 731 (16.16%) Active Directory
2 382 (8.45%) VMware Infrastructure
3 333 (7.36%) Hyper-V
4 206 (4.55%) Docker
5 85 (1.88%) vSphere
6 76 (1.68%) XenApp
7 67 (1.48%) VMware ESXi
8 46 (1.02%) Virtual Machines
9 40 (0.88%) XenDesktop
10 35 (0.77%) Microsoft App-V
11 32 (0.71%) Virtual Desktop
12 23 (0.51%) VMware NSX
13 18 (0.40%) Virtual Servers
14 15 (0.33%) HDFS
15 14 (0.31%) Oracle RAC
15 14 (0.31%) Terminal Services
16 11 (0.24%) Active Directory Lightweight Directory Services
16 11 (0.24%) Varnish
17 9 (0.20%) Citrix Presentation Server
17 9 (0.20%) VMware Workstation
Systems Management
1 167 (3.69%) Ansible
1 167 (3.69%) Puppet
1 167 (3.69%) SCCM
2 125 (2.76%) Opscode Chef
3 115 (2.54%) Kubernetes
4 89 (1.97%) Terraform
5 54 (1.19%) SCOM
6 43 (0.95%) WSUS
7 39 (0.86%) Cisco Prime
8 38 (0.84%) Failover Clustering
9 26 (0.57%) Norton AntiVirus
10 22 (0.49%) Packer
11 21 (0.46%) Cisco CUCM
11 21 (0.46%) Microsoft Intune
12 20 (0.44%) AirWatch
12 20 (0.44%) Microsoft Clustering
12 20 (0.44%) Single Sign-On
13 19 (0.42%) Data Guard
14 18 (0.40%) vRealize
15 16 (0.35%) SCVMM
Vendors
1 1,304 (28.83%) Microsoft
2 606 (13.40%) VMware
3 391 (8.64%) Oracle
4 276 (6.10%) SAP
5 268 (5.93%) Cisco
6 248 (5.48%) Citrix
7 213 (4.71%) Google
8 159 (3.52%) Salesforce.com
9 110 (2.43%) IBM
10 93 (2.06%) Red Hat
11 80 (1.77%) Tableau
12 76 (1.68%) HP
13 69 (1.53%) Symantec
14 67 (1.48%) Informatica
15 65 (1.44%) SolarWinds
16 63 (1.39%) Talend
17 49 (1.08%) Veeam
18 47 (1.04%) McAfee
19 39 (0.86%) Atlassian
20 38 (0.84%) Cognizant