Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Migration over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
UK > England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 424 408 411
Rank change year-on-year -16 +3 -4
Permanent jobs citing Data Migration 1225 1324 1521
As % of all permanent IT jobs advertised in England 0.72% 0.74% 0.75%
As % of the Processes & Methodologies category 0.81% 0.83% 0.84%
Number of salaries quoted 745 989 1201
England median annual salary £52,500 £52,500 £52,500
10th Percentile £32,500 £32,950 £30,000
90th Percentile £85,000 £90,000 £86,250
UK median annual salary £52,500 £52,500 £52,500

Data 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 152153 160470 180138
As % of all permanent IT jobs advertised in England 89.91% 89.39% 88.75%
Number of salaries quoted 121055 134622 149914
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 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Data Migration
Job Vacancy Trend in England

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

Job vacancy trend for Data Migration in England

Data Migration
Salary Trend in England

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

Salary trend for Data Migration in England

Data Migration
Salary Histogram in England

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

Salary histogram for Data Migration in England

Data 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 Data Migration within the England region 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
London -58 476 £55,000 -8.33% 40
South East +55 269 £52,500 +5.00% 26
North of England -17 167 £47,500 +5.56% 20
Midlands +57 140 £56,750 +32.75% 13
West Midlands +33 112 £70,000 +75.00% 12
North West -33 83 £47,500 +5.56% 8
Yorkshire +20 79 £47,000 +10.59% 12
East of England -7 67 £47,500 -20.83% 5
South West -3 60 £40,000 -3.61% 3
East Midlands +33 25 £47,500 -13.64% 1
North East +8 5 £52,500 -12.50%
Data Migration
UK

For the 6 months to 22 November 2017, IT jobs citing Data 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 Data Migration.

1 1224 (99.92%) Migration
2 424 (34.61%) Finance
3 397 (32.41%) SQL
4 300 (24.49%) SAP
5 270 (22.04%) Business Intelligence
6 243 (19.84%) SQL Server
7 242 (19.76%) ETL
8 220 (17.96%) Analytical Skills
9 217 (17.71%) Microsoft
10 210 (17.14%) Agile Software Development
11 191 (15.59%) Data Warehouse
12 175 (14.29%) Project Management
13 164 (13.39%) Oracle
14 155 (12.65%) Data Modelling
14 155 (12.65%) SQL Server Integration Services
15 151 (12.33%) CRM
16 147 (12.00%) Analytics
17 137 (11.18%) Degree
18 132 (10.78%) .NET
19 130 (10.61%) SQL Server Reporting Services
20 128 (10.45%) Data Quality
21 124 (10.12%) Banking
22 120 (9.80%) Continuous Improvement
23 117 (9.55%) Data Analysis
24 113 (9.22%) Retail
24 113 (9.22%) Data Management
25 104 (8.49%) Data Integration
26 101 (8.24%) Java
26 101 (8.24%) Customer Requirements
27 99 (8.08%) C#

Data 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 46 (3.76%) SharePoint
2 29 (2.37%) Oracle SOA Suite
3 23 (1.88%) Oracle Workflow
4 13 (1.06%) Apache
5 12 (0.98%) Confluence
6 7 (0.57%) Apache Spark
6 7 (0.57%) OpenEdge
7 6 (0.49%) Kentico
7 6 (0.49%) OpenStack
8 5 (0.41%) CMS
8 5 (0.41%) SharePoint 2013
8 5 (0.41%) WebSphere
9 4 (0.33%) BizTalk Server
9 4 (0.33%) SAS
9 4 (0.33%) SharePoint Server
9 4 (0.33%) WebSphere Portal
10 3 (0.24%) Elasticsearch
10 3 (0.24%) MS Exchange
10 3 (0.24%) Tomcat
11 2 (0.16%) IIS
Applications
1 62 (5.06%) Microsoft Excel
2 42 (3.43%) Microsoft Office
3 11 (0.90%) Microsoft Project
4 6 (0.49%) Microsoft PowerPoint
5 3 (0.24%) MS Visio
5 3 (0.24%) Spreadsheet
6 2 (0.16%) SPSS
Business Applications
1 91 (7.43%) SAP S/4HANA
2 55 (4.49%) Dynamics CRM
3 33 (2.69%) Oracle EBS
4 32 (2.61%) Dynamics AX
5 29 (2.37%) SAP CO
5 29 (2.37%) SAP EWM
5 29 (2.37%) SAP FI
5 29 (2.37%) SAP FI/CO
6 20 (1.63%) SAP MM
7 19 (1.55%) SAP QM
8 17 (1.39%) SAP PM
8 17 (1.39%) SAP WM
9 16 (1.31%) Dynamics NAV
9 16 (1.31%) SAP CS
9 16 (1.31%) SAP Oil and Gas
10 15 (1.22%) Salesforce.com CRM
11 14 (1.14%) Oracle ERP
12 13 (1.06%) Oracle EBS R12
13 11 (0.90%) NetSuite
13 11 (0.90%) Temenos T24
Cloud Services
1 86 (7.02%) Amazon AWS
2 68 (5.55%) Microsoft Azure
3 38 (3.10%) Dynamics 365
4 28 (2.29%) Amazon EMR
5 24 (1.96%) Office 365
6 23 (1.88%) Force.com
7 20 (1.63%) SaaS
8 16 (1.31%) PaaS
9 15 (1.22%) Amazon EC2
9 15 (1.22%) iPaaS
9 15 (1.22%) Taleo
10 14 (1.14%) IaaS
11 13 (1.06%) Google Cloud Platform
12 12 (0.98%) Azure Data Factory
12 12 (0.98%) Cortana Intelligence Suite
13 10 (0.82%) Salesforce Sales Cloud
13 10 (0.82%) SuccessFactors
14 9 (0.73%) Cloud Computing
15 7 (0.57%) Salesforce Service Cloud
16 5 (0.41%) IBM Cloud
Communications & Networking
1 7 (0.57%) Internet
2 5 (0.41%) Firewall
2 5 (0.41%) FTP
2 5 (0.41%) SNMP
2 5 (0.41%) SSL
2 5 (0.41%) VPN
3 4 (0.33%) 5G
3 4 (0.33%) iSCSI
3 4 (0.33%) NAS
3 4 (0.33%) WebEx
4 3 (0.24%) Fibre Channel
4 3 (0.24%) SAN
4 3 (0.24%) WAN
5 2 (0.16%) AMQP
5 2 (0.16%) DNS
5 2 (0.16%) SMS
6 1 (0.082%) FCoE
6 1 (0.082%) IGMP
6 1 (0.082%) VLAN
6 1 (0.082%) VoIP
Database & Business Intelligence
1 243 (19.84%) SQL Server
2 191 (15.59%) Data Warehouse
3 155 (12.65%) SQL Server Integration Services
4 130 (10.61%) SQL Server Reporting Services
5 78 (6.37%) SQL Server Analysis Services
6 67 (5.47%) SAP Data Services
7 62 (5.06%) Relational Database
8 48 (3.92%) Big Data
8 48 (3.92%) BusinessObjects
9 46 (3.76%) SQL Server 2012
10 40 (3.27%) Amazon RDS
11 38 (3.10%) PostgreSQL
12 37 (3.02%) DataStage
13 33 (2.69%) Crystal Reports
13 33 (2.69%) MySQL
13 33 (2.69%) Power BI
13 33 (2.69%) SAP HANA
14 32 (2.61%) NoSQL
14 32 (2.61%) Oracle Reports
15 31 (2.53%) SQL Server 2014
Development Applications
1 78 (6.37%) LSMW
2 64 (5.22%) eCATT
3 47 (3.84%) Visual Studio
4 31 (2.53%) Team Foundation Server
5 27 (2.20%) Jenkins
6 21 (1.71%) Git (software)
7 19 (1.55%) JIRA
8 13 (1.06%) ERwin
8 13 (1.06%) SQL Server Management Studio (SSMS)
9 10 (0.82%) Bitbucket
9 10 (0.82%) Maven
10 9 (0.73%) Toad
11 8 (0.65%) Oracle Forms
12 7 (0.57%) Cucumber
12 7 (0.57%) Mockito
12 7 (0.57%) Moq
12 7 (0.57%) Selenium
12 7 (0.57%) Sonatype Nexus
13 6 (0.49%) PHPUnit
13 6 (0.49%) Talend Open Studio
General
1 424 (34.61%) Finance
2 124 (10.12%) Banking
3 113 (9.22%) Retail
4 89 (7.27%) Manufacturing
5 57 (4.65%) Legal
6 54 (4.41%) Investment Banking
7 50 (4.08%) Marketing
8 42 (3.43%) Billing
9 41 (3.35%) General Ledger
10 34 (2.78%) Retail Banking
11 28 (2.29%) Publishing
12 23 (1.88%) Advertising
13 21 (1.71%) Telecoms
14 16 (1.31%) Back Office
15 12 (0.98%) Financial Institution
16 10 (0.82%) Law
17 9 (0.73%) Pharmaceutical
18 7 (0.57%) Front Office
19 6 (0.49%) Electronics
20 4 (0.33%) German Language
Job Titles
1 296 (24.16%) Consultant
2 236 (19.27%) Analyst
3 205 (16.73%) Developer
4 186 (15.18%) Architect
5 148 (12.08%) SAP Consultant
6 101 (8.24%) Data Architect
7 91 (7.43%) Business Analyst
8 72 (5.88%) Data Analyst
9 62 (5.06%) DBA
10 54 (4.41%) Solutions Architect
11 47 (3.84%) Project Manager
12 43 (3.51%) Technical Consultant
13 42 (3.43%) IT Analyst
14 41 (3.35%) Administrator
15 40 (3.27%) Data Consultant
16 39 (3.18%) SAP EWM Consultant
16 39 (3.18%) Technical Architect
17 38 (3.10%) Business IT Analyst
17 38 (3.10%) IT Business Analyst
18 36 (2.94%) Data Manager
Libraries, Frameworks & Software Standards
1 132 (10.78%) .NET
2 82 (6.69%) Web Services
3 73 (5.96%) EDI
4 72 (5.88%) XML
5 65 (5.31%) IDoc
6 46 (3.76%) SOAP
7 45 (3.67%) HTML
8 35 (2.86%) REST
9 34 (2.78%) Visualforce
10 33 (2.69%) CSS
11 28 (2.29%) Middleware
12 23 (1.88%) Oracle Fusion
13 21 (1.71%) SAP CO-PA
14 20 (1.63%) ASP.NET
15 18 (1.47%) AngularJS
15 18 (1.47%) LAMP
16 14 (1.14%) JSON
17 13 (1.06%) HTML5
17 13 (1.06%) Mason
18 12 (0.98%) jQuery
Miscellaneous
1 220 (17.96%) Analytical Skills
2 82 (6.69%) Management Information System
3 72 (5.88%) NHS
4 50 (4.08%) Data Structures
5 49 (4.00%) Computer Science
6 42 (3.43%) Virtual Team
7 31 (2.53%) LIMS
8 29 (2.37%) Hybrid Cloud
9 23 (1.88%) Data Centre
10 21 (1.71%) Driving Licence
10 21 (1.71%) Enterprise Software
11 17 (1.39%) Mobile App
12 16 (1.31%) Fintech
13 14 (1.14%) User Experience
14 12 (0.98%) Replication
15 11 (0.90%) EPoS
16 7 (0.57%) BBC
16 7 (0.57%) New Media
16 7 (0.57%) Public Cloud
17 6 (0.49%) Clustering
Operating Systems
1 78 (6.37%) Linux
2 75 (6.12%) Windows
3 54 (4.41%) Windows Server
4 38 (3.10%) Unix
5 8 (0.65%) Red Hat Enterprise Linux
6 4 (0.33%) MVS
6 4 (0.33%) Solaris
6 4 (0.33%) Windows Server 2003
7 3 (0.24%) Data ONTAP
8 2 (0.16%) Windows 10
8 2 (0.16%) Windows 7
8 2 (0.16%) Windows Server 2008
8 2 (0.16%) Windows Server 2012
9 1 (0.082%) CentOS
9 1 (0.082%) Mac OS X
9 1 (0.082%) Windows 8
Processes & Methodologies
1 1224 (99.92%) Migration
2 270 (22.04%) Business Intelligence
3 242 (19.76%) ETL
4 210 (17.14%) Agile Software Development
5 175 (14.29%) Project Management
6 155 (12.65%) Data Modelling
7 151 (12.33%) CRM
8 147 (12.00%) Analytics
9 120 (9.80%) Continuous Improvement
10 117 (9.55%) Data Analysis
11 113 (9.22%) Data Management
12 104 (8.49%) Data Integration
13 101 (8.24%) Customer Requirements
14 98 (8.00%) Data Cleansing
15 96 (7.84%) Asset Management
16 95 (7.76%) Stakeholder Management
17 94 (7.67%) ERP
18 86 (7.02%) DevOps
19 85 (6.94%) Business Analysis
20 82 (6.69%) Workflow
Programming Languages
1 397 (32.41%) SQL
2 101 (8.24%) Java
3 99 (8.08%) C#
4 96 (7.84%) ABAP
5 75 (6.12%) T-SQL
6 64 (5.22%) PL/SQL
7 57 (4.65%) JavaScript
8 41 (3.35%) Apex Code
9 33 (2.69%) Bash Shell
9 33 (2.69%) Python
10 31 (2.53%) Shell Script
11 22 (1.80%) PHP
12 21 (1.71%) C++
13 18 (1.47%) PowerShell
14 17 (1.39%) C
14 17 (1.39%) VB
14 17 (1.39%) VBA
15 16 (1.31%) VB.NET
16 12 (0.98%) Ruby
17 9 (0.73%) X++
Qualifications
1 137 (11.18%) Degree
2 38 (3.10%) Security Cleared
3 36 (2.94%) Computer Science Degree
4 26 (2.12%) Master's Degree
5 21 (1.71%) SC Cleared
6 13 (1.06%) PMP
7 12 (0.98%) Microsoft Certification
8 7 (0.57%) DV Cleared
8 7 (0.57%) ISEB
9 6 (0.49%) Novell Certification
9 6 (0.49%) PMI Certification
10 4 (0.33%) DBS Check
10 4 (0.33%) MBA
10 4 (0.33%) MCITP
11 3 (0.24%) ACCA
11 3 (0.24%) ISTQB
11 3 (0.24%) ISTQB Foundation Certification
11 3 (0.24%) PRINCE2 Certification
12 2 (0.16%) ITIL Certification
12 2 (0.16%) MCSD
Quality Assurance & Compliance
1 128 (10.45%) Data Quality
2 41 (3.35%) QA
3 24 (1.96%) GDPR
4 14 (1.14%) PMO
5 11 (0.90%) PCI DSS
6 9 (0.73%) HL7
7 8 (0.65%) ISO/IEC 27001
8 7 (0.57%) DICOM
8 7 (0.57%) GCP
9 6 (0.49%) COBIT
9 6 (0.49%) SEPA
10 5 (0.41%) SLA
11 2 (0.16%) Solvency II
12 1 (0.082%) Cyber Essentials
12 1 (0.082%) Dodd-Frank
12 1 (0.082%) FATCA
12 1 (0.082%) IFRS
12 1 (0.082%) IFRS 9
12 1 (0.082%) ISO 22301
12 1 (0.082%) PMBOK
System Software
1 11 (0.90%) Docker
1 11 (0.90%) VMware Infrastructure
2 9 (0.73%) Active Directory
3 5 (0.41%) HDFS
3 5 (0.41%) Virtual Machines
4 4 (0.33%) NFS
5 2 (0.16%) Veritas Cluster Server
6 1 (0.082%) Hyper-V
6 1 (0.082%) Virtual Servers
Systems Management
1 14 (1.14%) Ansible
2 13 (1.06%) Opscode Chef
3 10 (0.82%) Puppet
4 6 (0.49%) Kubernetes
5 5 (0.41%) NetBackup
6 4 (0.33%) Data Guard
6 4 (0.33%) Oracle RMAN
7 3 (0.24%) EMC TimeFinder
8 2 (0.16%) DiskXtender
8 2 (0.16%) Oozie
8 2 (0.16%) SnapMirror
9 1 (0.082%) BMC PATROL
9 1 (0.082%) Nagios
9 1 (0.082%) SCCM
9 1 (0.082%) Systems Management Server (SMS)
Vendors
1 300 (24.49%) SAP
2 217 (17.71%) Microsoft
3 164 (13.39%) Oracle
4 76 (6.20%) Salesforce.com
5 39 (3.18%) Cognizant
6 34 (2.78%) Informatica
7 32 (2.61%) IBM
8 31 (2.53%) Tableau
9 20 (1.63%) Google
10 16 (1.31%) ClickSoftware Technologies
10 16 (1.31%) Netezza
11 15 (1.22%) JD Edwards
11 15 (1.22%) VMware
12 13 (1.06%) Siebel
13 11 (0.90%) Alias
13 11 (0.90%) Atlassian
13 11 (0.90%) Infor
13 11 (0.90%) Sybase
13 11 (0.90%) Temenos
14 9 (0.73%) Sage