Period
to 23 February 2018

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 23 February 2018 with a comparison to the same period in the previous 2 years.

Data Migration
UK
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 402 420 408
Rank change year-on-year +18 -12 +19
Permanent jobs citing Data Migration 1,331 1,230 1,629
As % of all permanent IT jobs advertised in the UK 0.76% 0.70% 0.77%
As % of the Processes & Methodologies category 0.84% 0.78% 0.87%
Number of salaries quoted 864 907 1,257
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £32,500 £31,250 £30,000
90th Percentile £89,250 £84,400 £86,250
UK excluding London median annual salary £50,000 £45,000 £43,500
% change year-on-year +11.11% +3.45% -3.33%

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 158,369 157,147 187,706
As % of all permanent IT jobs advertised in the UK 89.88% 89.53% 88.83%
Number of salaries quoted 128,702 129,388 155,466
UK median annual salary £50,000 £48,500 £47,500
Median salary % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £29,000 £28,250 £27,500
90th Percentile £81,250 £78,750 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 23 February 2018.

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 23 February 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
England +8 1,167 £55,000 +4.76% 178
UK excluding London +50 774 £50,000 +11.11% 132
London -8 469 £62,500 -3.85% 54
South East +11 277 £53,000 +11.58% 31
North of England -3 162 £47,500 +11.76% 35
Midlands +34 131 £52,500 +23.53% 33
West Midlands +29 115 £55,000 +37.50% 21
North West +3 104 £47,500 +5.56% 19
South West +9 60 £40,000 -11.11% 10
Scotland 0 60 £47,500 - 6
East of England -12 54 £47,500 -14.41% 15
Yorkshire -2 53 £47,500 +13.77% 14
Wales +33 31 £37,500 -16.67% 1
Northern Ireland -3 16 £55,000 +10.00% 1
East Midlands -4 16 £44,317 -29.09% 12
North East -23 5 £57,500 +47.44% 2

For the 6 months to 23 February 2018, IT jobs citing Data 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 with a requirement for Data Migration.

1 1,311 (98.50%) Migration
2 483 (36.29%) Finance
3 450 (33.81%) SQL
4 338 (25.39%) SAP
5 329 (24.72%) Microsoft
6 285 (21.41%) SQL Server
7 253 (19.01%) Analytical Skills
8 247 (18.56%) Agile Software Development
9 242 (18.18%) ETL
10 238 (17.88%) Business Intelligence
11 218 (16.38%) CRM
12 186 (13.97%) Project Management
13 179 (13.45%) Oracle
14 176 (13.22%) Retail
15 174 (13.07%) SQL Server Integration Services
16 168 (12.62%) Manufacturing
17 167 (12.55%) Data Warehouse
18 164 (12.32%) Data Management
19 153 (11.50%) Data Modelling
19 153 (11.50%) Continuous Improvement
20 151 (11.34%) Data Quality
21 150 (11.27%) SQL Server Reporting Services
22 134 (10.07%) .NET
23 130 (9.77%) LSMW
24 128 (9.62%) ABAP
24 128 (9.62%) Analytics
24 128 (9.62%) Degree
24 128 (9.62%) Integration Testing
25 124 (9.32%) ERP
26 122 (9.17%) Data Cleansing

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 53 (3.98%) SharePoint
2 30 (2.25%) Oracle SOA Suite
3 22 (1.65%) SharePoint Server
4 19 (1.43%) WebSphere
4 19 (1.43%) WebSphere Portal
5 16 (1.20%) Oracle Workflow
6 14 (1.05%) Apache Spark
6 14 (1.05%) BizTalk Server
7 12 (0.90%) Apache
7 12 (0.90%) IIS
8 9 (0.68%) SAS
9 8 (0.60%) OpenStack
10 5 (0.38%) CMS
11 4 (0.30%) Ethereum
11 4 (0.30%) Hyperledger
11 4 (0.30%) OpenEdge
11 4 (0.30%) Oracle Service Bus
11 4 (0.30%) Predix
11 4 (0.30%) SharePoint 2013
12 3 (0.23%) SharePoint 2010
Applications
1 83 (6.24%) Microsoft Excel
2 36 (2.70%) Microsoft Office
3 9 (0.68%) Microsoft PowerPoint
4 8 (0.60%) Microsoft Project
4 8 (0.60%) MS Visio
5 7 (0.53%) InfoPath
6 2 (0.15%) Spreadsheet
6 2 (0.15%) SPSS
Business Applications
1 97 (7.29%) Dynamics CRM
2 39 (2.93%) SAP S/4HANA
3 38 (2.85%) Dynamics AX
4 29 (2.18%) SAP EWM
5 26 (1.95%) SAP QM
6 25 (1.88%) SAP CO
6 25 (1.88%) SAP FI
6 25 (1.88%) SAP FI/CO
7 24 (1.80%) SAP MM
8 21 (1.58%) NetSuite
9 19 (1.43%) Oracle BPM
10 17 (1.28%) Salesforce.com CRM
11 15 (1.13%) SAP PM
12 14 (1.05%) Dynamics NAV
12 14 (1.05%) Oracle EBS
13 13 (0.98%) SAP CS
13 13 (0.98%) SAP HCM
13 13 (0.98%) SAP Oil and Gas
14 12 (0.90%) SAP WM
15 11 (0.83%) SAP FSCM
Cloud Services
1 116 (8.72%) Microsoft Azure
2 75 (5.63%) Dynamics 365
3 74 (5.56%) Amazon AWS
4 36 (2.70%) SaaS
5 25 (1.88%) Cortana Intelligence Suite
6 24 (1.80%) Force.com
7 22 (1.65%) PaaS
8 21 (1.58%) Azure Data Factory
8 21 (1.58%) Office 365
9 15 (1.13%) Salesforce Sales Cloud
10 14 (1.05%) SuccessFactors
11 13 (0.98%) iPaaS
12 10 (0.75%) Salesforce Service Cloud
13 9 (0.68%) Cloud Computing
13 9 (0.68%) IaaS
14 7 (0.53%) Amazon EC2
14 7 (0.53%) FinancialForce
14 7 (0.53%) Google Cloud Platform
14 7 (0.53%) Slack
15 6 (0.45%) Amazon ELB
Communications & Networking
1 12 (0.90%) Firewall
2 10 (0.75%) NAS
3 9 (0.68%) LAN
3 9 (0.68%) WAN
4 8 (0.60%) GoToMeeting
4 8 (0.60%) VPN
4 8 (0.60%) WebEx
5 7 (0.53%) SAN
6 6 (0.45%) iSCSI
7 5 (0.38%) Fibre Channel
7 5 (0.38%) Internet
7 5 (0.38%) SMS
8 4 (0.30%) 5G
8 4 (0.30%) FTP
8 4 (0.30%) NetScaler
8 4 (0.30%) Network Security
8 4 (0.30%) SNMP
8 4 (0.30%) Software-Defined Networking
8 4 (0.30%) SSL
9 3 (0.23%) FCoE
Database & Business Intelligence
1 285 (21.41%) SQL Server
2 174 (13.07%) SQL Server Integration Services
3 167 (12.55%) Data Warehouse
4 150 (11.27%) SQL Server Reporting Services
5 101 (7.59%) Big Data
6 85 (6.39%) SQL Server Analysis Services
7 70 (5.26%) Power BI
8 59 (4.43%) Relational Database
9 48 (3.61%) BusinessObjects
9 48 (3.61%) Data Lake
10 44 (3.31%) Hadoop
11 42 (3.16%) SAP Data Services
12 41 (3.08%) Crystal Reports
13 38 (2.85%) QlikView
14 37 (2.78%) Oracle Database
15 35 (2.63%) MySQL
15 35 (2.63%) SQL Server 2012
16 28 (2.10%) SQL Server 2008
17 27 (2.03%) Oracle Reports
18 25 (1.88%) SAP HANA
Development Applications
1 130 (9.77%) LSMW
2 99 (7.44%) eCATT
3 29 (2.18%) JIRA
4 27 (2.03%) Visual Studio
5 25 (1.88%) Jenkins
6 21 (1.58%) Team Foundation Server
7 12 (0.90%) Bitbucket
8 11 (0.83%) GitLab
8 11 (0.83%) SQL Server Management Studio (SSMS)
9 10 (0.75%) Zephyr
10 8 (0.60%) Maven
11 7 (0.53%) MorphX
11 7 (0.53%) Oracle Forms
12 6 (0.45%) Subversion
13 5 (0.38%) Cucumber
13 5 (0.38%) ERwin
13 5 (0.38%) Git (software)
13 5 (0.38%) PHPUnit
13 5 (0.38%) Toad
14 4 (0.30%) Ant
General
1 483 (36.29%) Finance
2 176 (13.22%) Retail
3 168 (12.62%) Manufacturing
4 115 (8.64%) Publishing
5 104 (7.81%) Billing
6 80 (6.01%) Banking
7 58 (4.36%) Legal
7 58 (4.36%) Marketing
8 43 (3.23%) Advertising
9 30 (2.25%) General Ledger
10 27 (2.03%) Investment Banking
11 17 (1.28%) Front Office
12 16 (1.20%) Retail Banking
12 16 (1.20%) Telecoms
13 9 (0.68%) Law
14 8 (0.60%) Back Office
15 6 (0.45%) Corporate Banking
15 6 (0.45%) Financial Institution
16 5 (0.38%) Automotive
16 5 (0.38%) Pharmaceutical
Job Titles
1 309 (23.22%) Consultant
2 245 (18.41%) Analyst
3 211 (15.85%) Developer
4 199 (14.95%) Architect
5 157 (11.80%) SAP Consultant
6 100 (7.51%) Business Analyst
7 98 (7.36%) Data Architect
8 94 (7.06%) Data Analyst
9 67 (5.03%) Project Manager
10 50 (3.76%) Data Migration Analyst
10 50 (3.76%) Migration Analyst
10 50 (3.76%) Migration Manager
11 49 (3.68%) Business Intelligence Developer
11 49 (3.68%) Data Migration Manager
11 49 (3.68%) Logistics Consultant
12 46 (3.46%) Administrator
12 46 (3.46%) Data Consultant
13 45 (3.38%) SAP Logistics Consultant
14 44 (3.31%) Technical Architect
15 43 (3.23%) DBA
Libraries, Frameworks & Software Standards
1 134 (10.07%) .NET
2 109 (8.19%) EDI
3 102 (7.66%) Web Services
4 100 (7.51%) IDoc
5 67 (5.03%) XML
6 50 (3.76%) SOAP
7 41 (3.08%) HTML
8 37 (2.78%) CSS
9 34 (2.55%) Visualforce
10 33 (2.48%) .NET Framework
10 33 (2.48%) ASP.NET
11 32 (2.40%) REST
12 29 (2.18%) jQuery
13 28 (2.10%) JSON
14 27 (2.03%) J2EE
15 25 (1.88%) AngularJS
16 19 (1.43%) JSF
17 18 (1.35%) RESTful
18 15 (1.13%) Middleware
19 13 (0.98%) MDX
Miscellaneous
1 253 (19.01%) Analytical Skills
2 89 (6.69%) Management Information System
3 88 (6.61%) LIMS
4 35 (2.63%) Computer Science
5 33 (2.48%) Data Structures
6 31 (2.33%) Replication
7 29 (2.18%) Data Centre
7 29 (2.18%) User Experience
8 25 (1.88%) Virtual Team
9 22 (1.65%) Fintech
10 19 (1.43%) NHS
11 17 (1.28%) Mobile App
12 15 (1.13%) Enterprise Software
13 14 (1.05%) Driving Licence
13 14 (1.05%) Hybrid Cloud
14 11 (0.83%) iSeries
15 10 (0.75%) CMDB
16 7 (0.53%) Greenfield Project
17 6 (0.45%) Celerra
17 6 (0.45%) EMC VNX
Operating Systems
1 95 (7.14%) Windows
2 78 (5.86%) Windows Server
3 55 (4.13%) Linux
4 30 (2.25%) Unix
5 9 (0.68%) Solaris
5 9 (0.68%) Windows Server 2012
6 8 (0.60%) Red Hat Enterprise Linux
7 4 (0.30%) AIX
7 4 (0.30%) HPUX
7 4 (0.30%) MVS
7 4 (0.30%) SUSE
7 4 (0.30%) Windows Server 2008
8 3 (0.23%) Data ONTAP
9 2 (0.15%) Amazon Linux
9 2 (0.15%) CentOS
9 2 (0.15%) Ubuntu
9 2 (0.15%) Windows 10
9 2 (0.15%) Windows 7
9 2 (0.15%) Windows 8
9 2 (0.15%) Windows Mobile
Processes & Methodologies
1 1,311 (98.50%) Migration
2 247 (18.56%) Agile Software Development
3 242 (18.18%) ETL
4 238 (17.88%) Business Intelligence
5 218 (16.38%) CRM
6 186 (13.97%) Project Management
7 164 (12.32%) Data Management
8 153 (11.50%) Continuous Improvement
8 153 (11.50%) Data Modelling
9 128 (9.62%) Analytics
9 128 (9.62%) Integration Testing
10 124 (9.32%) ERP
11 122 (9.17%) Data Cleansing
12 119 (8.94%) Customer Requirements
13 117 (8.79%) Data Analysis
14 110 (8.26%) Logistics
15 103 (7.74%) Project Planning
16 92 (6.91%) SDLC
17 91 (6.84%) Stakeholder Management
18 89 (6.69%) Demand Management
Programming Languages
1 450 (33.81%) SQL
2 128 (9.62%) ABAP
3 111 (8.34%) C#
4 104 (7.81%) JavaScript
5 81 (6.09%) T-SQL
6 70 (5.26%) Java
7 65 (4.88%) PL/SQL
8 55 (4.13%) Python
9 39 (2.93%) Apex Code
10 29 (2.18%) PHP
11 28 (2.10%) C
12 22 (1.65%) Bash Shell
13 21 (1.58%) Ruby
13 21 (1.58%) VB
14 20 (1.50%) VBA
15 14 (1.05%) R
16 13 (0.98%) C++
16 13 (0.98%) PowerShell
17 12 (0.90%) X++
18 10 (0.75%) Shell Script
Qualifications
1 128 (9.62%) Degree
2 65 (4.88%) Security Cleared
3 51 (3.83%) SC Cleared
4 27 (2.03%) Microsoft Certification
5 22 (1.65%) DV Cleared
6 14 (1.05%) ISEB
7 12 (0.90%) ISTQB
7 12 (0.90%) ISTQB Foundation Certification
8 9 (0.68%) Computer Science Degree
8 9 (0.68%) MBA
9 8 (0.60%) PMP
9 8 (0.60%) PRINCE2 Certification
10 7 (0.53%) HND
10 7 (0.53%) PMI Certification
11 6 (0.45%) ACCA
12 4 (0.30%) AAT
12 4 (0.30%) MCSE
13 3 (0.23%) ITIL Certification
13 3 (0.23%) MCTS
13 3 (0.23%) SAP Certification
Quality Assurance & Compliance
1 151 (11.34%) Data Quality
2 55 (4.13%) QA
3 24 (1.80%) GDPR
4 8 (0.60%) PMO
5 6 (0.45%) HL7
5 6 (0.45%) IFRS
5 6 (0.45%) PCI DSS
5 6 (0.45%) SEPA
6 5 (0.38%) Dodd-Frank
6 5 (0.38%) FATCA
6 5 (0.38%) IFRS 9
6 5 (0.38%) Solvency II
7 4 (0.30%) COBIT
7 4 (0.30%) ISO/IEC 27001
7 4 (0.30%) Sarbanes-Oxley
7 4 (0.30%) SLA
8 2 (0.15%) DICOM
8 2 (0.15%) SNOMED CT
9 1 (0.075%) Cyber Essentials
9 1 (0.075%) ISO 22301
System Software
1 34 (2.55%) Active Directory
2 25 (1.88%) Docker
3 17 (1.28%) VMware Infrastructure
4 10 (0.75%) HDFS
5 9 (0.68%) Hyper-V
6 8 (0.60%) Virtual Machines
7 6 (0.45%) NFS
8 4 (0.30%) vSphere
8 4 (0.30%) XenApp
9 2 (0.15%) Veritas Cluster Server
10 1 (0.075%) Apache Flume
10 1 (0.075%) Virtual Servers
Systems Management
1 27 (2.03%) Puppet
2 25 (1.88%) Opscode Chef
3 18 (1.35%) HP Quality Center
4 16 (1.20%) Kubernetes
5 13 (0.98%) Ansible
6 8 (0.60%) Single Sign-On
7 7 (0.53%) Data Guard
7 7 (0.53%) Oracle RMAN
8 6 (0.45%) NetBackup
9 4 (0.30%) Salt
9 4 (0.30%) vRealize
10 3 (0.23%) EMC TimeFinder
11 2 (0.15%) DiskXtender
11 2 (0.15%) SnapMirror
12 1 (0.075%) Backup Exec
12 1 (0.075%) EMC NetWorker
12 1 (0.075%) Failover Clustering
12 1 (0.075%) SCCM
12 1 (0.075%) Systems Management Server (SMS)
12 1 (0.075%) Tivoli Storage Manager
Vendors
1 338 (25.39%) SAP
2 329 (24.72%) Microsoft
3 179 (13.45%) Oracle
4 81 (6.09%) Salesforce.com
5 44 (3.31%) Tableau
6 35 (2.63%) Informatica
7 30 (2.25%) IBM
8 24 (1.80%) Google
9 23 (1.73%) VMware
10 22 (1.65%) JD Edwards
11 20 (1.50%) HP
12 19 (1.43%) Fujitsu
13 13 (0.98%) Cisco
13 13 (0.98%) ClickSoftware Technologies
14 11 (0.83%) Brocade
14 11 (0.83%) Cloudera
14 11 (0.83%) Cognos
14 11 (0.83%) EMC
14 11 (0.83%) Infor
14 11 (0.83%) Sage