Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
UK
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 401 409 411
Rank change year-on-year +8 +2 -10
Permanent jobs citing Data Migration 1401 1379 1662
As % of all permanent IT jobs advertised in the UK 0.78% 0.73% 0.76%
As % of the Processes & Methodologies category 0.87% 0.82% 0.86%
Number of salaries quoted 821 1012 1303
UK median annual salary £52,500 £52,500 £52,500
10th Percentile £32,000 £32,775 £30,000
90th Percentile £82,500 £90,000 £85,000
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 161950 169183 194286
As % of all permanent IT jobs advertised in the UK 89.90% 89.41% 88.80%
Number of salaries quoted 127926 140515 160119
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 £79,800 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Data Migration
Job Vacancy Trend

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

Job vacancy trend for Data Migration in the UK

Data Migration
Salary Trend

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

Salary trend for Data Migration in the UK

Data Migration
Salary Histogram

The salary distribution of IT jobs citing Data Migration over the 6 months to 24 November 2017.

Salary histogram for Data Migration in the UK

Data Migration
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the UK over the 6 months to 24 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 -7 1226 £52,500 - 128
UK excluding London +43 770 £50,000 +5.26% 87
London -42 478 £55,000 -8.33% 47
South East +63 271 £52,500 +7.14% 27
North of England +3 165 £47,250 +5.00% 19
Midlands +63 140 £57,500 +31.43% 19
West Midlands +47 112 £70,000 +75.00% 17
North West -33 82 £47,500 +5.56% 10
Yorkshire +26 79 £46,000 +5.14% 9
East of England -8 68 £47,500 -20.83% 10
South West +9 60 £40,000 -3.61% 6
Scotland +11 49 £47,500 -50.00% 3
Wales +31 25 £35,000 -34.58% 3
East Midlands +27 25 £47,500 -13.64% 2
Northern Ireland -16 15 £55,000 +57.14%
North East +5 4 £42,750 -28.75%

For the 6 months to 24 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 with a requirement for Data Migration.

1 1397 (99.71%) Migration
2 509 (36.33%) Finance
3 452 (32.26%) SQL
4 364 (25.98%) SAP
5 310 (22.13%) Microsoft
6 295 (21.06%) Business Intelligence
7 280 (19.99%) SQL Server
8 265 (18.92%) Analytical Skills
9 251 (17.92%) ETL
10 234 (16.70%) Agile Software Development
11 213 (15.20%) Project Management
12 205 (14.63%) CRM
13 198 (14.13%) Oracle
14 195 (13.92%) Data Warehouse
15 170 (12.13%) Data Modelling
16 168 (11.99%) SQL Server Integration Services
17 162 (11.56%) .NET
18 151 (10.78%) Manufacturing
18 151 (10.78%) SQL Server Reporting Services
18 151 (10.78%) Continuous Improvement
18 151 (10.78%) Analytics
19 146 (10.42%) Degree
20 143 (10.21%) Data Quality
20 143 (10.21%) Retail
20 143 (10.21%) Customer Requirements
21 133 (9.49%) ERP
22 129 (9.21%) Data Management
23 128 (9.14%) Banking
23 128 (9.14%) Data Analysis
24 124 (8.85%) ABAP

Data 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 70 (5.00%) SharePoint
2 43 (3.07%) Oracle SOA Suite
3 25 (1.78%) Oracle Workflow
4 20 (1.43%) BizTalk Server
5 16 (1.14%) SharePoint Server
6 14 (1.00%) Apache
6 14 (1.00%) Confluence
7 9 (0.64%) NetWeaver
8 7 (0.50%) OpenEdge
9 6 (0.43%) Apache Spark
9 6 (0.43%) Kentico
9 6 (0.43%) OpenStack
10 5 (0.36%) CMS
10 5 (0.36%) IIS
10 5 (0.36%) SAS
10 5 (0.36%) SharePoint 2013
10 5 (0.36%) WebSphere
11 4 (0.29%) SharePoint 2010
11 4 (0.29%) WebSphere Portal
12 3 (0.21%) Elasticsearch
Applications
1 69 (4.93%) Microsoft Excel
2 47 (3.35%) Microsoft Office
3 13 (0.93%) Microsoft Project
4 6 (0.43%) Microsoft PowerPoint
5 5 (0.36%) MS Visio
5 5 (0.36%) Spreadsheet
6 1 (0.071%) SPSS
Business Applications
1 99 (7.07%) Dynamics CRM
2 90 (6.42%) SAP S/4HANA
3 66 (4.71%) Dynamics AX
4 42 (3.00%) Oracle EBS
5 38 (2.71%) SAP EWM
6 32 (2.28%) SAP CO
6 32 (2.28%) SAP FI
6 32 (2.28%) SAP FI/CO
7 29 (2.07%) SAP MM
8 20 (1.43%) SAP QM
9 18 (1.28%) Oracle EBS R12
9 18 (1.28%) SAP PM
10 17 (1.21%) Dynamics NAV
10 17 (1.21%) SAP CS
10 17 (1.21%) SAP Oil and Gas
10 17 (1.21%) SAP WM
11 16 (1.14%) NetSuite
11 16 (1.14%) Salesforce.com CRM
12 15 (1.07%) Oracle ERP
13 14 (1.00%) Oracle HRMS
Cloud Services
1 101 (7.21%) Amazon AWS
2 85 (6.07%) Microsoft Azure
3 67 (4.78%) Dynamics 365
4 35 (2.50%) SaaS
5 30 (2.14%) PaaS
6 28 (2.00%) Amazon EMR
7 27 (1.93%) iPaaS
8 24 (1.71%) Force.com
8 24 (1.71%) Office 365
9 18 (1.28%) Taleo
10 16 (1.14%) IaaS
11 15 (1.07%) Amazon EC2
12 13 (0.93%) Cortana Intelligence Suite
12 13 (0.93%) Google Cloud Platform
13 12 (0.86%) Azure Data Factory
13 12 (0.86%) Salesforce Sales Cloud
14 11 (0.79%) SuccessFactors
15 9 (0.64%) Cloud Computing
16 8 (0.57%) Salesforce Service Cloud
17 5 (0.36%) IBM Cloud
Communications & Networking
1 8 (0.57%) Internet
2 5 (0.36%) Firewall
2 5 (0.36%) FTP
2 5 (0.36%) SMS
2 5 (0.36%) SNMP
2 5 (0.36%) SSL
2 5 (0.36%) VPN
2 5 (0.36%) WebEx
3 4 (0.29%) 5G
3 4 (0.29%) iSCSI
3 4 (0.29%) NAS
4 3 (0.21%) Fibre Channel
4 3 (0.21%) SAN
4 3 (0.21%) WAN
5 2 (0.14%) AMQP
5 2 (0.14%) DNS
6 1 (0.071%) FCoE
6 1 (0.071%) RIP
6 1 (0.071%) TCP/IP
6 1 (0.071%) VLAN
Database & Business Intelligence
1 280 (19.99%) SQL Server
2 195 (13.92%) Data Warehouse
3 168 (11.99%) SQL Server Integration Services
4 151 (10.78%) SQL Server Reporting Services
5 84 (6.00%) SQL Server Analysis Services
6 69 (4.93%) SAP Data Services
7 65 (4.64%) Relational Database
8 49 (3.50%) BusinessObjects
9 48 (3.43%) Big Data
10 47 (3.35%) SQL Server 2012
11 44 (3.14%) Power BI
12 41 (2.93%) Crystal Reports
13 40 (2.86%) Amazon RDS
14 39 (2.78%) Oracle Reports
14 39 (2.78%) SAP HANA
15 38 (2.71%) DataStage
15 38 (2.71%) PostgreSQL
16 37 (2.64%) MySQL
17 33 (2.36%) NoSQL
18 32 (2.28%) SQL Server 2014
Development Applications
1 106 (7.57%) LSMW
2 92 (6.57%) eCATT
3 52 (3.71%) Visual Studio
4 39 (2.78%) Jenkins
5 38 (2.71%) Team Foundation Server
6 22 (1.57%) Bitbucket
6 22 (1.57%) JIRA
7 21 (1.50%) Git (software)
8 16 (1.14%) ERwin
9 14 (1.00%) SQL Server Management Studio (SSMS)
10 13 (0.93%) Toad
11 12 (0.86%) GitLab
12 10 (0.71%) Maven
12 10 (0.71%) Oracle Forms
13 9 (0.64%) Oracle APEX
14 7 (0.50%) Cucumber
14 7 (0.50%) PHPUnit
14 7 (0.50%) Sonatype Nexus
15 6 (0.43%) Mockito
15 6 (0.43%) Moq
General
1 509 (36.33%) Finance
2 151 (10.78%) Manufacturing
3 143 (10.21%) Retail
4 128 (9.14%) Banking
5 71 (5.07%) Billing
6 70 (5.00%) Legal
7 59 (4.21%) Publishing
8 55 (3.93%) General Ledger
9 54 (3.85%) Investment Banking
10 52 (3.71%) Marketing
11 34 (2.43%) Retail Banking
12 24 (1.71%) Advertising
13 21 (1.50%) Telecoms
14 17 (1.21%) Back Office
15 12 (0.86%) Financial Institution
16 10 (0.71%) Law
17 9 (0.64%) Front Office
17 9 (0.64%) Pharmaceutical
18 6 (0.43%) Electronics
19 4 (0.29%) Corporate Banking
Job Titles
1 372 (26.55%) Consultant
2 258 (18.42%) Analyst
3 236 (16.85%) Developer
4 207 (14.78%) Architect
5 186 (13.28%) SAP Consultant
6 101 (7.21%) Business Analyst
6 101 (7.21%) Data Architect
7 84 (6.00%) Data Analyst
8 70 (5.00%) DBA
9 57 (4.07%) Technical Architect
10 54 (3.85%) Solutions Architect
11 53 (3.78%) Logistics Consultant
12 52 (3.71%) SAP EWM Consultant
13 49 (3.50%) SAP Logistics Consultant
14 48 (3.43%) Project Manager
15 44 (3.14%) Administrator
16 43 (3.07%) Technical Consultant
17 42 (3.00%) IT Analyst
18 40 (2.86%) Data Consultant
18 40 (2.86%) Senior Architect
Libraries, Frameworks & Software Standards
1 162 (11.56%) .NET
2 103 (7.35%) EDI
3 93 (6.64%) IDoc
4 85 (6.07%) Web Services
5 74 (5.28%) XML
6 56 (4.00%) HTML
7 46 (3.28%) SOAP
8 39 (2.78%) CSS
9 35 (2.50%) REST
10 34 (2.43%) Visualforce
11 30 (2.14%) AngularJS
12 28 (2.00%) Middleware
13 26 (1.86%) ASP.NET
14 22 (1.57%) Oracle Fusion
15 20 (1.43%) SAP CO-PA
16 19 (1.36%) LAMP
17 15 (1.07%) Node.js
18 14 (1.00%) jQuery
18 14 (1.00%) JSON
18 14 (1.00%) WCF
Miscellaneous
1 265 (18.92%) Analytical Skills
2 84 (6.00%) Management Information System
3 71 (5.07%) NHS
4 59 (4.21%) LIMS
5 51 (3.64%) Computer Science
5 51 (3.64%) Data Structures
6 43 (3.07%) Virtual Team
7 29 (2.07%) Hybrid Cloud
8 28 (2.00%) User Experience
9 27 (1.93%) Driving Licence
10 26 (1.86%) Mobile App
11 24 (1.71%) Data Centre
12 22 (1.57%) Enterprise Software
13 18 (1.28%) Replication
14 17 (1.21%) Fintech
15 11 (0.79%) EPoS
16 6 (0.43%) BBC
16 6 (0.43%) Clustering
16 6 (0.43%) Equities
16 6 (0.43%) Tandem
Operating Systems
1 84 (6.00%) Windows
2 81 (5.78%) Linux
3 58 (4.14%) Windows Server
4 41 (2.93%) Unix
5 8 (0.57%) Red Hat Enterprise Linux
6 4 (0.29%) MVS
6 4 (0.29%) Solaris
6 4 (0.29%) Windows Server 2003
7 3 (0.21%) Data ONTAP
8 2 (0.14%) AIX
8 2 (0.14%) Windows 10
8 2 (0.14%) Windows 7
8 2 (0.14%) Windows Server 2008
8 2 (0.14%) Windows Server 2012
9 1 (0.071%) CentOS
9 1 (0.071%) Mac OS X
9 1 (0.071%) Windows 8
Processes & Methodologies
1 1397 (99.71%) Migration
2 295 (21.06%) Business Intelligence
3 251 (17.92%) ETL
4 234 (16.70%) Agile Software Development
5 213 (15.20%) Project Management
6 205 (14.63%) CRM
7 170 (12.13%) Data Modelling
8 151 (10.78%) Analytics
8 151 (10.78%) Continuous Improvement
9 143 (10.21%) Customer Requirements
10 133 (9.49%) ERP
11 129 (9.21%) Data Management
12 128 (9.14%) Data Analysis
13 114 (8.14%) Data Cleansing
14 107 (7.64%) Data Integration
15 104 (7.42%) Stakeholder Management
16 101 (7.21%) Logistics
17 100 (7.14%) Asset Management
18 98 (7.00%) DevOps
19 93 (6.64%) Business Analysis
Programming Languages
1 452 (32.26%) SQL
2 124 (8.85%) ABAP
3 110 (7.85%) C#
4 101 (7.21%) Java
5 83 (5.92%) T-SQL
6 77 (5.50%) JavaScript
7 75 (5.35%) PL/SQL
8 46 (3.28%) Python
9 41 (2.93%) Apex Code
10 35 (2.50%) Bash Shell
10 35 (2.50%) PHP
11 33 (2.36%) Shell Script
12 24 (1.71%) Ruby
13 21 (1.50%) C++
14 19 (1.36%) VB
14 19 (1.36%) VBA
15 18 (1.28%) PowerShell
15 18 (1.28%) VB.NET
16 17 (1.21%) C
17 16 (1.14%) X++
Qualifications
1 146 (10.42%) Degree
2 40 (2.86%) Security Cleared
3 37 (2.64%) Computer Science Degree
4 36 (2.57%) Microsoft Certification
5 26 (1.86%) Master's Degree
6 23 (1.64%) SC Cleared
7 20 (1.43%) MBA
8 13 (0.93%) PMP
9 10 (0.71%) ISEB
10 7 (0.50%) DV Cleared
11 6 (0.43%) Novell Certification
11 6 (0.43%) PMI Certification
12 5 (0.36%) ISTQB
12 5 (0.36%) ISTQB Foundation Certification
13 4 (0.29%) DBS Check
13 4 (0.29%) MCITP
14 3 (0.21%) ACCA
14 3 (0.21%) ITIL Certification
14 3 (0.21%) PRINCE2 Certification
15 2 (0.14%) MCP
Quality Assurance & Compliance
1 143 (10.21%) Data Quality
2 43 (3.07%) QA
3 25 (1.78%) GDPR
4 14 (1.00%) PMO
5 11 (0.79%) PCI DSS
6 9 (0.64%) HL7
6 9 (0.64%) ISO/IEC 27001
7 7 (0.50%) DICOM
7 7 (0.50%) GCP
8 6 (0.43%) COBIT
8 6 (0.43%) SEPA
9 5 (0.36%) SLA
10 2 (0.14%) ISO 20022
10 2 (0.14%) Solvency II
11 1 (0.071%) Cyber Essentials
11 1 (0.071%) HMG Security Policy Framework
11 1 (0.071%) IFRS
11 1 (0.071%) IFRS 9
11 1 (0.071%) ISO 22301
11 1 (0.071%) PMBOK
System Software
1 23 (1.64%) Docker
2 12 (0.86%) VMware Infrastructure
3 10 (0.71%) Active Directory
4 5 (0.36%) HDFS
4 5 (0.36%) Virtual Machines
5 4 (0.29%) NFS
6 2 (0.14%) Veritas Cluster Server
7 1 (0.071%) Hyper-V
7 1 (0.071%) Virtual Servers
Systems Management
1 25 (1.78%) Opscode Chef
2 22 (1.57%) Puppet
3 18 (1.28%) Kubernetes
4 14 (1.00%) Ansible
5 6 (0.43%) NetBackup
6 4 (0.29%) Data Guard
6 4 (0.29%) Oracle RMAN
7 3 (0.21%) EMC TimeFinder
8 2 (0.14%) DiskXtender
8 2 (0.14%) SnapMirror
9 1 (0.071%) Backup Exec
9 1 (0.071%) BMC PATROL
9 1 (0.071%) EMC NetWorker
9 1 (0.071%) Nagios
9 1 (0.071%) Oozie
9 1 (0.071%) SCCM
9 1 (0.071%) Systems Management Server (SMS)
9 1 (0.071%) Tivoli Storage Manager
Vendors
1 364 (25.98%) SAP
2 310 (22.13%) Microsoft
3 198 (14.13%) Oracle
4 79 (5.64%) Salesforce.com
5 42 (3.00%) Cognizant
6 37 (2.64%) IBM
6 37 (2.64%) Informatica
7 30 (2.14%) Tableau
8 24 (1.71%) JD Edwards
9 21 (1.50%) Google
10 18 (1.28%) Workday
11 17 (1.21%) ClickSoftware Technologies
12 16 (1.14%) CA
12 16 (1.14%) Infor
12 16 (1.14%) Netezza
12 16 (1.14%) VMware
13 13 (0.93%) Epicor
13 13 (0.93%) Sage
13 13 (0.93%) Siebel
14 11 (0.79%) Temenos