Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Migration
UK
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 124 144 136
Rank change year-on-year +20 -8 +1
Permanent jobs citing Migration 4783 4501 5208
As % of all permanent IT jobs advertised in the UK 2.65% 2.37% 2.41%
As % of the Processes & Methodologies category 2.95% 2.65% 2.72%
Number of salaries quoted 3429 3440 4059
UK median annual salary £55,000 £51,000 £50,000
Median salary % change year-on-year +7.84% +2.00% +3.09%
10th Percentile £32,950 £32,500 £31,250
90th Percentile £85,000 £85,000 £81,250
UK excluding London median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +5.56% -

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 162377 170041 191608
As % of all permanent IT jobs advertised in the UK 89.91% 89.40% 88.80%
Number of salaries quoted 128248 141329 157803
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Migration
Job Vacancy Trend

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

Job vacancy trend for Migration in the UK

Migration
Salary Trend

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

Salary trend for Migration in the UK

Migration
Salary Histogram

The salary distribution of IT jobs citing Migration over the 6 months to 22 November 2017.

Salary histogram for Migration in the UK

Migration
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the UK over the 6 months to 22 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
England +14 4383 £55,000 +7.32% 337
UK excluding London +6 2335 £48,500 +2.11% 214
London +14 2195 £62,500 +13.64% 153
South East +12 814 £52,500 +5.00% 67
North of England +11 517 £45,000 +5.88% 44
Midlands -1 358 £47,500 +5.56% 34
West Midlands -16 259 £47,000 +8.05% 22
Yorkshire +29 250 £46,250 +8.82% 19
North West -3 250 £45,000 +5.88% 24
South West +22 234 £47,500 +11.11% 19
East of England -14 230 £50,000 -9.09% 20
Scotland +4 130 £51,500 -2.83% 21
East Midlands +11 95 £50,000 - 11
Wales +28 51 £40,000 -11.11% 7
Northern Ireland 0 43 £45,000 +20.00% 2
North East -11 17 £42,500 +6.25% 1
Channel Islands 0 1 £65,000 +36.84%

For the 6 months to 22 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 with a requirement for Migration.

1 1442 (30.15%) Finance
2 1394 (29.14%) Data Migration
3 1350 (28.22%) Microsoft
4 1267 (26.49%) SQL
5 1095 (22.89%) Agile Software Development
6 966 (20.20%) Windows
7 941 (19.67%) SQL Server
8 861 (18.00%) Amazon AWS
9 857 (17.92%) Microsoft Azure
10 708 (14.80%) DevOps
11 627 (13.11%) Active Directory
12 616 (12.88%) .NET
13 594 (12.42%) Office 365
14 567 (11.85%) Project Management
15 555 (11.60%) Linux
16 550 (11.50%) Business Intelligence
17 547 (11.44%) VMware
18 536 (11.21%) Windows Server
19 510 (10.66%) Analytical Skills
20 503 (10.52%) SAP
21 485 (10.14%) Banking
21 485 (10.14%) Degree
22 474 (9.91%) Oracle
23 442 (9.24%) C#
24 424 (8.86%) PowerShell
25 423 (8.84%) Data Centre
26 420 (8.78%) Retail
27 402 (8.40%) SQL Server Integration Services
28 401 (8.38%) CRM
29 400 (8.36%) Java

Migration
Co-occurring IT Skills 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
1 356 (7.44%) SharePoint
2 241 (5.04%) MS Exchange
3 214 (4.47%) IIS
4 149 (3.12%) Skype for Business
5 110 (2.30%) Apache
6 107 (2.24%) Confluence
7 96 (2.01%) Exchange Server 2013
8 93 (1.94%) SharePoint 2013
9 89 (1.86%) Exchange Server 2010
10 87 (1.82%) Tomcat
11 86 (1.80%) SharePoint 2010
12 66 (1.38%) Oracle SOA Suite
13 64 (1.34%) OpenStack
14 63 (1.32%) CMS
15 55 (1.15%) SAS
16 53 (1.11%) Apache Spark
17 46 (0.96%) Elasticsearch
18 42 (0.88%) SharePoint Server
19 38 (0.79%) nginx
20 33 (0.69%) Exchange Server 2007
Applications
1 197 (4.12%) Microsoft Office
2 177 (3.70%) Microsoft Excel
3 53 (1.11%) Microsoft Project
4 31 (0.65%) InfoPath
5 24 (0.50%) Microsoft PowerPoint
6 23 (0.48%) MS Visio
7 11 (0.23%) Spreadsheet
8 4 (0.084%) Chatbot
9 3 (0.063%) AutoCAD
9 3 (0.063%) SPSS
10 2 (0.042%) CATIA
10 2 (0.042%) SOLIDWORKS
11 1 (0.021%) Adobe Premiere
11 1 (0.021%) HipChat
11 1 (0.021%) MicroStation
11 1 (0.021%) Mingle
11 1 (0.021%) ProjectWise
11 1 (0.021%) Revit
Business Applications
1 151 (3.16%) Dynamics CRM
2 106 (2.22%) SAP S/4HANA
3 83 (1.74%) Dynamics AX
4 51 (1.07%) Oracle EBS
5 41 (0.86%) SAP MM
6 38 (0.79%) SAP CO
6 38 (0.79%) SAP EWM
6 38 (0.79%) SAP FI
6 38 (0.79%) SAP FI/CO
7 31 (0.65%) Oracle EBS R12
8 24 (0.50%) Dynamics GP
9 23 (0.48%) SAP QM
10 22 (0.46%) Oracle ERP
11 20 (0.42%) Dynamics NAV
12 18 (0.38%) Oracle HRMS
13 17 (0.36%) NetSuite
13 17 (0.36%) Salesforce.com CRM
13 17 (0.36%) SAP PM
13 17 (0.36%) SAP WM
14 16 (0.33%) SAP SD
Cloud Services
1 861 (18.00%) Amazon AWS
2 857 (17.92%) Microsoft Azure
3 594 (12.42%) Office 365
4 199 (4.16%) IaaS
5 183 (3.83%) PaaS
6 169 (3.53%) SaaS
7 105 (2.20%) Google Cloud Platform
8 99 (2.07%) Dynamics 365
9 78 (1.63%) Azure Active Directory
10 69 (1.44%) Cloud Computing
11 45 (0.94%) AWS CloudFormation
12 44 (0.92%) Force.com
13 35 (0.73%) Amazon EC2
14 33 (0.69%) Salesforce Service Cloud
15 31 (0.65%) GitHub
16 30 (0.63%) IBM Cloud
16 30 (0.63%) OneDrive
17 28 (0.59%) Amazon EMR
18 27 (0.56%) iPaaS
19 25 (0.52%) OpenShift
Communications & Networking
1 280 (5.85%) Firewall
2 178 (3.72%) DNS
3 171 (3.58%) WAN
4 170 (3.55%) SAN
5 157 (3.28%) VPN
6 144 (3.01%) LAN
7 134 (2.80%) Skype
8 108 (2.26%) TCP/IP
9 105 (2.20%) DHCP
10 98 (2.05%) Internet
11 97 (2.03%) VoIP
12 96 (2.01%) Wireless
13 94 (1.97%) MPLS
14 83 (1.74%) BGP
15 82 (1.71%) OSPF
16 68 (1.42%) NAS
17 66 (1.38%) Cisco ASA
17 66 (1.38%) VLAN
18 62 (1.30%) IPsec
19 61 (1.28%) Cisco Nexus
Database & Business Intelligence
1 941 (19.67%) SQL Server
2 402 (8.40%) SQL Server Integration Services
3 384 (8.03%) Data Warehouse
4 340 (7.11%) SQL Server Reporting Services
5 227 (4.75%) Big Data
6 220 (4.60%) SQL Server Analysis Services
7 186 (3.89%) MySQL
8 170 (3.55%) Relational Database
9 159 (3.32%) SQL Server 2012
10 156 (3.26%) NoSQL
11 131 (2.74%) Power BI
12 129 (2.70%) SQL Server 2008
13 101 (2.11%) Hadoop
13 101 (2.11%) SQL Server 2014
14 91 (1.90%) MongoDB
15 89 (1.86%) Oracle Database
16 86 (1.80%) PostgreSQL
17 84 (1.76%) SAP HANA
18 83 (1.74%) SAP Data Services
19 75 (1.57%) RDBMS
Development Applications
1 246 (5.14%) Jenkins
2 198 (4.14%) Git (software)
3 171 (3.58%) JIRA
4 158 (3.30%) Visual Studio
5 138 (2.89%) Team Foundation Server
6 118 (2.47%) TeamCity
7 107 (2.24%) LSMW
8 93 (1.94%) eCATT
9 83 (1.74%) Atlassian Bamboo
10 67 (1.40%) Subversion
11 62 (1.30%) Hudson
11 62 (1.30%) Selenium
12 60 (1.25%) Octopus Deploy
13 41 (0.86%) Bitbucket
14 36 (0.75%) MSI
15 34 (0.71%) Cucumber
15 34 (0.71%) SQL Server Management Studio (SSMS)
16 31 (0.65%) Eclipse
16 31 (0.65%) ERwin
17 30 (0.63%) Maven
General
1 1442 (30.15%) Finance
2 485 (10.14%) Banking
3 420 (8.78%) Retail
4 251 (5.25%) Manufacturing
5 142 (2.97%) Marketing
6 136 (2.84%) Retail Banking
7 129 (2.70%) Investment Banking
8 127 (2.66%) Legal
9 107 (2.24%) Publishing
10 102 (2.13%) Billing
11 97 (2.03%) Telecoms
12 95 (1.99%) Advertising
13 80 (1.67%) Law
14 57 (1.19%) Back Office
15 53 (1.11%) General Ledger
16 38 (0.79%) Front Office
17 32 (0.67%) Local Government
18 27 (0.56%) Financial Institution
19 26 (0.54%) Pharmaceutical
20 25 (0.52%) Automotive
Job Titles
1 743 (15.53%) Architect
1 743 (15.53%) Developer
2 738 (15.43%) Consultant
3 580 (12.13%) Analyst
4 257 (5.37%) Project Manager
5 243 (5.08%) DBA
6 237 (4.96%) Administrator
7 217 (4.54%) SAP Consultant
8 211 (4.41%) Solutions Architect
9 204 (4.27%) Business Analyst
10 190 (3.97%) Cloud Architect
11 189 (3.95%) DevOps Engineer
12 149 (3.12%) SQL DBA
13 148 (3.09%) Data Architect
14 141 (2.95%) .NET Developer
15 135 (2.82%) Technical Architect
16 115 (2.40%) Infrastructure Engineer
17 111 (2.32%) Senior Developer
18 107 (2.24%) Data Analyst
19 99 (2.07%) Technical Consultant
Libraries, Frameworks & Software Standards
1 616 (12.88%) .NET
2 290 (6.06%) HTML
2 290 (6.06%) Web Services
3 227 (4.75%) CSS
4 191 (3.99%) ASP.NET
5 182 (3.81%) XML
6 158 (3.30%) AngularJS
7 140 (2.93%) Middleware
8 106 (2.22%) REST
9 105 (2.20%) EDI
10 94 (1.97%) IDoc
11 89 (1.86%) RESTful
12 85 (1.78%) HTML5
13 78 (1.63%) ASP.NET MVC
14 75 (1.57%) jQuery
14 75 (1.57%) Node.js
14 75 (1.57%) SOAP
15 71 (1.48%) WCF
16 62 (1.30%) .NET Framework
16 62 (1.30%) JSON
Miscellaneous
1 510 (10.66%) Analytical Skills
2 423 (8.84%) Data Centre
3 204 (4.27%) Management Information System
4 186 (3.89%) Computer Science
5 173 (3.62%) Public Cloud
6 158 (3.30%) User Experience
7 152 (3.18%) Replication
8 132 (2.76%) Hybrid Cloud
9 113 (2.36%) Clustering
10 97 (2.03%) Virtual Team
11 89 (1.86%) Greenfield Project
12 87 (1.82%) Enterprise Software
12 87 (1.82%) NHS
13 77 (1.61%) Data Structures
14 75 (1.57%) Fintech
15 66 (1.38%) LIMS
16 63 (1.32%) Driving Licence
17 55 (1.15%) Private Cloud
18 53 (1.11%) Mobile App
19 31 (0.65%) Fixed Income
Operating Systems
1 966 (20.20%) Windows
2 555 (11.60%) Linux
3 536 (11.21%) Windows Server
4 277 (5.79%) Unix
5 228 (4.77%) Windows Server 2012
6 182 (3.81%) Windows Server 2008
7 130 (2.72%) Red Hat Enterprise Linux
8 113 (2.36%) Windows 10
9 109 (2.28%) Windows 7
10 66 (1.38%) CentOS
11 53 (1.11%) Windows Server 2003
12 52 (1.09%) Solaris
13 46 (0.96%) Windows 8
14 39 (0.82%) Apple iOS
15 32 (0.67%) Ubuntu
16 30 (0.63%) Mac OS X
17 20 (0.42%) Android
18 19 (0.40%) Windows XP
19 16 (0.33%) Fedora
20 15 (0.31%) Oracle Linux
Processes & Methodologies
1 1394 (29.14%) Data Migration
2 1095 (22.89%) Agile Software Development
3 708 (14.80%) DevOps
4 567 (11.85%) Project Management
5 550 (11.50%) Business Intelligence
6 401 (8.38%) CRM
7 391 (8.17%) ETL
8 372 (7.78%) ITIL
9 339 (7.09%) Stakeholder Management
10 312 (6.52%) Analytics
11 306 (6.40%) Scrum
12 302 (6.31%) Presales
13 299 (6.25%) Data Modelling
14 258 (5.39%) Continuous Improvement
15 257 (5.37%) Data Management
16 249 (5.21%) Business Analysis
16 249 (5.21%) Continuous Integration
17 246 (5.14%) ERP
18 238 (4.98%) Data Analysis
19 214 (4.47%) SDLC
Programming Languages
1 1267 (26.49%) SQL
2 442 (9.24%) C#
3 424 (8.86%) PowerShell
4 400 (8.36%) Java
5 312 (6.52%) JavaScript
6 311 (6.50%) Python
7 277 (5.79%) T-SQL
8 188 (3.93%) Bash Shell
9 138 (2.89%) PHP
10 131 (2.74%) ABAP
11 125 (2.61%) Perl
12 124 (2.59%) Ruby
13 93 (1.94%) PL/SQL
14 74 (1.55%) C++
15 73 (1.53%) Shell Script
16 67 (1.40%) C
17 51 (1.07%) Apex Code
18 50 (1.05%) VB
19 44 (0.92%) VBA
20 37 (0.77%) VB.NET
Qualifications
1 485 (10.14%) Degree
2 293 (6.13%) Microsoft Certification
3 160 (3.35%) Cisco Certification
4 147 (3.07%) Security Cleared
5 119 (2.49%) MCSE
6 105 (2.20%) Computer Science Degree
7 90 (1.88%) CCNP
8 85 (1.78%) SC Cleared
9 79 (1.65%) CCNA
10 74 (1.55%) VMware Certified Professional (VCP)
11 67 (1.40%) PRINCE2 Certification
12 65 (1.36%) ITIL Certification
13 63 (1.32%) Master's Degree
14 51 (1.07%) CCIE
15 48 (1.00%) AWS Certification
16 46 (0.96%) MCSA
17 45 (0.94%) MCP
18 41 (0.86%) CISSP
19 37 (0.77%) MCITP
20 33 (0.69%) MCSD
Quality Assurance & Compliance
1 191 (3.99%) Data Quality
2 164 (3.43%) QA
3 68 (1.42%) SLA
4 48 (1.00%) ISO/IEC 27001
5 44 (0.92%) GDPR
5 44 (0.92%) PMO
6 36 (0.75%) PCI DSS
7 34 (0.71%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 12 (0.25%) GCP
9 9 (0.19%) COBIT
9 9 (0.19%) HL7
10 7 (0.15%) DICOM
10 7 (0.15%) Sarbanes-Oxley
11 6 (0.13%) PMBOK
11 6 (0.13%) SEPA
12 4 (0.084%) ISO/IEC 20000
12 4 (0.084%) MiFID
13 3 (0.063%) Cyber Essentials
13 3 (0.063%) Disclosure Scotland
14 2 (0.042%) Cyber Essentials PLUS
System Software
1 627 (13.11%) Active Directory
2 371 (7.76%) VMware Infrastructure
3 184 (3.85%) Docker
4 173 (3.62%) Hyper-V
5 90 (1.88%) vSphere
6 80 (1.67%) VMware ESXi
7 54 (1.13%) XenApp
8 49 (1.02%) Microsoft App-V
9 40 (0.84%) VMware NSX
10 36 (0.75%) Virtual Desktop
11 32 (0.67%) Virtual Machines
12 30 (0.63%) Terminal Services
13 23 (0.48%) XenDesktop
14 14 (0.29%) HDFS
14 14 (0.29%) Oracle RAC
15 13 (0.27%) Virtual Servers
16 11 (0.23%) NFS
17 10 (0.21%) Ceph
18 7 (0.15%) GPFS
18 7 (0.15%) vCloud
Systems Management
1 311 (6.50%) Puppet
2 244 (5.10%) Opscode Chef
3 237 (4.96%) Ansible
4 176 (3.68%) SCCM
5 121 (2.53%) Terraform
6 107 (2.24%) Kubernetes
7 82 (1.71%) SCOM
8 60 (1.25%) Nagios
9 45 (0.94%) Icinga
10 41 (0.86%) vRealize
11 32 (0.67%) NetBackup
11 32 (0.67%) vCenter Server
12 30 (0.63%) Cisco CUCM
13 29 (0.61%) Backup Exec
13 29 (0.61%) Cisco UCCX
13 29 (0.61%) WSUS
14 27 (0.56%) Cisco UCCE
15 26 (0.54%) FortiGate
15 26 (0.54%) Microsoft Intune
16 20 (0.42%) SCOrch
Vendors
1 1350 (28.22%) Microsoft
2 547 (11.44%) VMware
3 503 (10.52%) SAP
4 474 (9.91%) Oracle
5 326 (6.82%) Cisco
6 165 (3.45%) Google
7 155 (3.24%) Citrix
8 150 (3.14%) Red Hat
9 147 (3.07%) HP
10 143 (2.99%) Salesforce.com
11 104 (2.17%) Tableau
12 88 (1.84%) IBM
13 72 (1.51%) Cognizant
14 69 (1.44%) Atlassian
15 68 (1.42%) Sybase
16 66 (1.38%) Juniper
17 64 (1.34%) Dell
18 59 (1.23%) EMC
19 56 (1.17%) Informatica
20 52 (1.09%) Brocade