Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Migration
UK > England
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 116 139 145
Rank change year-on-year +23 +6 -11
Permanent jobs citing Migration 4,640 4,166 4,540
As % of all permanent IT jobs advertised in England 2.84% 2.50% 2.38%
As % of the Processes & Methodologies category 3.13% 2.75% 2.64%
Number of salaries quoted 3,563 3,086 3,681
England median annual salary £55,000 £53,000 £50,000
Median salary % change year-on-year +3.77% +6.00% -
10th Percentile £34,000 £32,500 £31,500
90th Percentile £86,250 £85,000 £83,750
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 148,233 151,338 172,055
As % of all permanent IT jobs advertised in England 90.66% 90.72% 90.04%
Number of salaries quoted 119,328 122,581 144,875
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,250 £27,500
90th Percentile £82,500 £80,000 £78,000
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% -

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 20 July 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 20 July 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 +14 2,203 £65,000 - 289
South East +41 855 £52,500 +10.53% 110
North of England +19 580 £50,000 +11.11% 120
Midlands +23 403 £45,000 +5.88% 86
East of England +59 307 £50,000 - 33
West Midlands +43 272 £46,250 +8.82% 58
Yorkshire +14 268 £50,000 +11.11% 54
North West +5 268 £46,000 +2.22% 53
South West +16 262 £45,000 +12.50% 60
East Midlands +18 128 £42,500 -10.53% 27
North East +5 43 £60,000 +69.01% 13
Migration
UK

For the 6 months to 20 July 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 1,319 (28.43%) SQL
2 1,318 (28.41%) Microsoft
3 1,222 (26.34%) Agile Software Development
4 1,139 (24.55%) Microsoft Azure
5 1,120 (24.14%) Finance
6 1,088 (23.45%) Data Migration
7 936 (20.17%) Windows
8 933 (20.11%) SQL Server
9 815 (17.56%) Amazon AWS
10 710 (15.30%) Office 365
11 694 (14.96%) Active Directory
12 645 (13.90%) .NET
13 607 (13.08%) C#
14 588 (12.67%) VMware
15 578 (12.46%) DevOps
16 552 (11.90%) Problem-Solving
17 536 (11.55%) Project Management
18 529 (11.40%) Degree
19 502 (10.82%) Windows Server
20 496 (10.69%) PowerShell
21 495 (10.67%) Linux
22 469 (10.11%) Analytical Skills
23 458 (9.87%) Web Services
24 446 (9.61%) JavaScript
25 439 (9.46%) T-SQL
26 432 (9.31%) Business Intelligence
27 424 (9.14%) Data Centre
28 420 (9.05%) Stakeholder Management
29 396 (8.53%) Data Warehouse
30 383 (8.25%) SQL Server Integration Services

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
1 320 (6.90%) SharePoint
2 233 (5.02%) MS Exchange
3 153 (3.30%) Exchange Server 2013
4 113 (2.44%) Exchange Server 2010
5 111 (2.39%) SharePoint 2013
6 110 (2.37%) Skype for Business
7 86 (1.85%) IIS
8 71 (1.53%) Apache
9 66 (1.42%) CMS
10 62 (1.34%) Apache Spark
11 57 (1.23%) SharePoint 2010
12 52 (1.12%) Confluence
13 47 (1.01%) OpenStack
14 42 (0.91%) Tomcat
15 40 (0.86%) Elasticsearch
16 39 (0.84%) SAS
17 36 (0.78%) JBoss
18 34 (0.73%) BizTalk Server
18 34 (0.73%) WebSphere
19 30 (0.65%) IBM Notes
Applications
1 188 (4.05%) Microsoft Office
2 157 (3.38%) Microsoft Excel
3 60 (1.29%) Microsoft PowerPoint
4 57 (1.23%) MS Visio
5 39 (0.84%) Microsoft Project
6 29 (0.63%) InfoPath
7 17 (0.37%) Spreadsheet
8 4 (0.086%) AutoCAD
8 4 (0.086%) ProjectWise
8 4 (0.086%) SPSS
9 3 (0.065%) MicroStation
9 3 (0.065%) Revit
10 2 (0.043%) Adobe Creative Suite
11 1 (0.022%) HipChat
11 1 (0.022%) Open Workbench
11 1 (0.022%) Photoshop
Business Applications
1 125 (2.69%) Dynamics CRM
2 57 (1.23%) SAP S/4HANA
3 48 (1.03%) Dynamics AX
4 42 (0.91%) Salesforce.com CRM
5 30 (0.65%) SAP MDG
6 26 (0.56%) NetSuite
7 23 (0.50%) SAP ERP
8 19 (0.41%) Payment Gateway
8 19 (0.41%) SAP VC
9 17 (0.37%) Dynamics NAV
9 17 (0.37%) Oracle EBS R12
10 15 (0.32%) Oracle EBS
11 14 (0.30%) Oracle ERP
12 13 (0.28%) SAP Business One
12 13 (0.28%) Workday HCM
13 11 (0.24%) SAP EHS
13 11 (0.24%) SAP PLM
13 11 (0.24%) Unit4 Business World
14 10 (0.22%) HFM
14 10 (0.22%) SAP SD
Cloud Services
1 1,139 (24.55%) Microsoft Azure
2 815 (17.56%) Amazon AWS
3 710 (15.30%) Office 365
4 265 (5.71%) IaaS
5 257 (5.54%) PaaS
6 223 (4.81%) SaaS
7 138 (2.97%) Google Cloud Platform
8 115 (2.48%) Dynamics 365
9 78 (1.68%) Cloud Computing
10 75 (1.62%) Serverless
11 65 (1.40%) Azure Active Directory
12 54 (1.16%) GitHub
13 50 (1.08%) OneDrive
14 43 (0.93%) Azure Data Factory
15 36 (0.78%) Salesforce Service Cloud
16 33 (0.71%) OpenShift
17 32 (0.69%) Amazon S3
17 32 (0.69%) Salesforce Sales Cloud
18 30 (0.65%) IBM Cloud
19 28 (0.60%) AWS CloudFormation
Communications & Networking
1 303 (6.53%) Firewall
2 226 (4.87%) DNS
2 226 (4.87%) SAN
3 205 (4.42%) WAN
4 170 (3.66%) LAN
5 159 (3.43%) DHCP
6 113 (2.44%) VPN
7 108 (2.33%) TCP/IP
8 102 (2.20%) Network Security
9 95 (2.05%) Skype
10 80 (1.72%) Wireless
11 68 (1.47%) VLAN
12 59 (1.27%) NAS
13 53 (1.14%) Internet
14 50 (1.08%) Cisco ASA
15 47 (1.01%) Intranet
16 46 (0.99%) Unified Communications
17 39 (0.84%) VoIP
18 37 (0.80%) NetScaler
19 34 (0.73%) Cisco Nexus
Database & Business Intelligence
1 933 (20.11%) SQL Server
2 396 (8.53%) Data Warehouse
3 383 (8.25%) SQL Server Integration Services
4 357 (7.69%) SQL Server Reporting Services
5 232 (5.00%) SQL Server Analysis Services
6 221 (4.76%) Big Data
7 158 (3.41%) NoSQL
8 155 (3.34%) Relational Database
9 139 (3.00%) MySQL
10 120 (2.59%) Hadoop
11 107 (2.31%) SQL Server 2008
12 100 (2.16%) Power BI
13 97 (2.09%) Data Lake
14 95 (2.05%) SQL Server 2012
15 79 (1.70%) PostgreSQL
16 76 (1.64%) Oracle Database
17 59 (1.27%) BusinessObjects
18 58 (1.25%) SQL Server 2016
19 54 (1.16%) MS Access
19 54 (1.16%) SAP HANA
Development Applications
1 259 (5.58%) Git (software)
2 195 (4.20%) Team Foundation Server
3 160 (3.45%) Visual Studio
4 157 (3.38%) Jenkins
5 140 (3.02%) JIRA
6 92 (1.98%) Visual Studio Team System
7 83 (1.79%) TeamCity
8 72 (1.55%) LSMW
9 41 (0.88%) Selenium
10 38 (0.82%) ERwin
10 38 (0.82%) Maven
11 37 (0.80%) VSS/SourceSafe
12 34 (0.73%) Octopus Deploy
13 33 (0.71%) Atlassian Bamboo
13 33 (0.71%) SQL Server Management Studio (SSMS)
14 25 (0.54%) Cucumber
15 21 (0.45%) Bitbucket
15 21 (0.45%) eCATT
16 20 (0.43%) Subversion
17 17 (0.37%) Ant
General
1 1,120 (24.14%) Finance
2 308 (6.64%) Banking
3 276 (5.95%) Retail
4 196 (4.22%) Marketing
5 193 (4.16%) Manufacturing
6 134 (2.89%) Advertising
7 75 (1.62%) Legal
8 72 (1.55%) Publishing
9 55 (1.19%) Law
10 50 (1.08%) Retail Banking
11 49 (1.06%) Telecoms
12 48 (1.03%) Billing
13 39 (0.84%) Corporate Banking
14 38 (0.82%) Investment Banking
15 33 (0.71%) Front Office
15 33 (0.71%) Games
16 29 (0.63%) Back Office
17 25 (0.54%) Local Government
18 24 (0.52%) Financial Institution
19 18 (0.39%) Automotive
Job Titles
1 798 (17.20%) Architect
2 791 (17.05%) Developer
3 509 (10.97%) Analyst
4 480 (10.34%) Consultant
5 285 (6.14%) Project Manager
6 221 (4.76%) Solutions Architect
7 207 (4.46%) Cloud Architect
8 203 (4.38%) .NET Developer
9 184 (3.97%) DBA
10 169 (3.64%) SQL Developer
11 166 (3.58%) Infrastructure Engineer
12 162 (3.49%) Administrator
13 159 (3.43%) C# Developer
14 158 (3.41%) DevOps Engineer
15 127 (2.74%) Business Analyst
16 115 (2.48%) SQL DBA
16 115 (2.48%) Support Engineer
17 113 (2.44%) C# .NET Developer
18 112 (2.41%) IT Manager
19 108 (2.33%) Data Architect
Libraries, Frameworks & Software Standards
1 645 (13.90%) .NET
2 458 (9.87%) Web Services
3 347 (7.48%) HTML
4 281 (6.06%) CSS
5 255 (5.50%) ASP.NET
6 231 (4.98%) AngularJS
7 178 (3.84%) .NET Framework
8 171 (3.69%) XML
9 169 (3.64%) WCF
10 153 (3.30%) ASP.NET Web API
11 124 (2.67%) ASP.NET MVC
12 117 (2.52%) jQuery
13 115 (2.48%) Entity Framework
14 110 (2.37%) RESTful
15 104 (2.24%) REST
16 97 (2.09%) JSON
17 96 (2.07%) SOAP
18 94 (2.03%) Middleware
19 86 (1.85%) HTML5
20 85 (1.83%) XSLT
Miscellaneous
1 469 (10.11%) Analytical Skills
2 424 (9.14%) Data Centre
3 221 (4.76%) Self-Motivation
4 163 (3.51%) Public Cloud
5 154 (3.32%) Management Information System
6 132 (2.84%) User Experience
7 120 (2.59%) Computer Science
8 113 (2.44%) Enterprise Software
9 100 (2.16%) Fintech
10 93 (2.00%) Private Cloud
11 91 (1.96%) Replication
12 86 (1.85%) Greenfield Project
13 83 (1.79%) Clustering
14 81 (1.75%) Hybrid Cloud
15 67 (1.44%) PKI
16 54 (1.16%) Data Structures
17 46 (0.99%) Algorithms
18 45 (0.97%) Mainframe
19 42 (0.91%) Mobile App
20 37 (0.80%) Driving Licence
Operating Systems
1 936 (20.17%) Windows
2 502 (10.82%) Windows Server
3 495 (10.67%) Linux
4 228 (4.91%) Windows Server 2012
5 221 (4.76%) Windows Server 2008
6 183 (3.94%) Unix
7 177 (3.81%) Windows 10
8 109 (2.35%) Windows 7
9 78 (1.68%) Red Hat Enterprise Linux
10 52 (1.12%) CentOS
11 42 (0.91%) Apple iOS
12 39 (0.84%) Ubuntu
13 38 (0.82%) Windows Server 2003
14 30 (0.65%) Windows 8
15 25 (0.54%) Android
16 24 (0.52%) HPUX
17 23 (0.50%) Mac OS X
18 21 (0.45%) Solaris
18 21 (0.45%) Windows Phone
19 19 (0.41%) Windows Phone 8
Processes & Methodologies
1 1,222 (26.34%) Agile Software Development
2 1,088 (23.45%) Data Migration
3 578 (12.46%) DevOps
4 552 (11.90%) Problem-Solving
5 536 (11.55%) Project Management
6 432 (9.31%) Business Intelligence
7 420 (9.05%) Stakeholder Management
8 369 (7.95%) ITIL
9 368 (7.93%) ETL
10 362 (7.80%) Scrum
11 335 (7.22%) Presales
12 312 (6.72%) CRM
13 305 (6.57%) Analytics
14 298 (6.42%) MVC
15 295 (6.36%) Data Management
16 252 (5.43%) PRINCE2
17 250 (5.39%) Data Modelling
18 247 (5.32%) Mentoring
19 238 (5.13%) ERP
20 213 (4.59%) Data Analysis
Programming Languages
1 1,319 (28.43%) SQL
2 607 (13.08%) C#
3 496 (10.69%) PowerShell
4 446 (9.61%) JavaScript
5 439 (9.46%) T-SQL
6 348 (7.50%) Java
7 308 (6.64%) Python
8 113 (2.44%) Bash Shell
9 97 (2.09%) C++
10 96 (2.07%) VB.NET
11 91 (1.96%) Perl
12 82 (1.77%) PL/SQL
13 76 (1.64%) Ruby
14 74 (1.59%) VB
15 70 (1.51%) ABAP
16 69 (1.49%) PHP
17 65 (1.40%) Apex Code
18 59 (1.27%) C
19 48 (1.03%) VBA
20 38 (0.82%) Shell Script
Qualifications
1 529 (11.40%) Degree
2 278 (5.99%) Microsoft Certification
3 176 (3.79%) Security Cleared
4 148 (3.19%) MCSE
5 122 (2.63%) Cisco Certification
6 92 (1.98%) MCSA
7 79 (1.70%) SC Cleared
8 78 (1.68%) CCNA
9 72 (1.55%) CCNP
10 64 (1.38%) Computer Science Degree
11 60 (1.29%) PRINCE2 Certification
12 51 (1.10%) PMI Certification
13 46 (0.99%) MCITP
14 43 (0.93%) TOGAF Certification
15 41 (0.88%) MCTS
15 41 (0.88%) VMware Certified Professional (VCP)
16 39 (0.84%) ITIL Certification
17 36 (0.78%) AWS Certification
18 35 (0.75%) MCP
19 34 (0.73%) ISTQB
Quality Assurance & Compliance
1 182 (3.92%) Data Quality
2 147 (3.17%) QA
3 78 (1.68%) GDPR
4 75 (1.62%) SLA
5 44 (0.95%) ISO/IEC 27001
6 36 (0.78%) PMO
7 26 (0.56%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 23 (0.50%) PCI DSS
9 18 (0.39%) GCP
10 17 (0.37%) Cyber Essentials
11 16 (0.34%) Sarbanes-Oxley
12 13 (0.28%) IFRS
13 11 (0.24%) IFRS 9
14 10 (0.22%) Dodd-Frank
14 10 (0.22%) Solvency II
15 9 (0.19%) FATCA
15 9 (0.19%) ISO 9000
16 6 (0.13%) GxP
17 5 (0.11%) MiFID
18 4 (0.086%) ISO/IEC 20000
System Software
1 694 (14.96%) Active Directory
2 361 (7.78%) VMware Infrastructure
3 291 (6.27%) Hyper-V
4 248 (5.34%) Docker
5 102 (2.20%) XenApp
6 86 (1.85%) vSphere
7 75 (1.62%) VMware ESXi
8 66 (1.42%) XenDesktop
9 65 (1.40%) VMware NSX
10 51 (1.10%) Microsoft App-V
11 42 (0.91%) Virtual Machines
12 38 (0.82%) Virtual Desktop
13 31 (0.67%) HDFS
14 22 (0.47%) Virtual Servers
15 16 (0.34%) Oracle RAC
16 15 (0.32%) Active Directory Lightweight Directory Services
17 13 (0.28%) Terminal Services
18 12 (0.26%) vCloud
19 11 (0.24%) Citrix Presentation Server
20 10 (0.22%) BitLocker
Systems Management
1 201 (4.33%) Puppet
2 151 (3.25%) Ansible
3 148 (3.19%) Opscode Chef
4 144 (3.10%) SCCM
5 113 (2.44%) Kubernetes
6 76 (1.64%) Terraform
7 41 (0.88%) Cisco Prime
8 36 (0.78%) SCOM
9 33 (0.71%) Microsoft Intune
9 33 (0.71%) vRealize
9 33 (0.71%) WSUS
10 28 (0.60%) AirWatch
11 24 (0.52%) Cisco CUCM
11 24 (0.52%) Data Guard
11 24 (0.52%) Failover Clustering
12 22 (0.47%) Norton AntiVirus
13 20 (0.43%) HP Data Protector
14 19 (0.41%) Backup Exec
15 18 (0.39%) Nagios
16 17 (0.37%) Oracle Enterprise Manager
Vendors
1 1,318 (28.41%) Microsoft
2 588 (12.67%) VMware
3 375 (8.08%) Oracle
4 329 (7.09%) SAP
5 285 (6.14%) Cisco
6 258 (5.56%) Citrix
7 215 (4.63%) Google
8 183 (3.94%) Salesforce.com
9 122 (2.63%) HP
10 111 (2.39%) Red Hat
11 99 (2.13%) IBM
12 75 (1.62%) Capita
13 63 (1.36%) SolarWinds
14 62 (1.34%) Veeam
15 59 (1.27%) Informatica
15 59 (1.27%) Tableau
16 58 (1.25%) EMC
17 50 (1.08%) Atlassian
17 50 (1.08%) Symantec
18 48 (1.03%) Cognizant