Period
to 22 February 2018

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

Data Migration
UK > England
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 418 425 411
Rank change year-on-year +7 -14 +49
Permanent jobs citing Data Migration 1,172 1,189 1,493
As % of all permanent IT jobs advertised in England 0.71% 0.72% 0.76%
As % of the Processes & Methodologies category 0.79% 0.80% 0.85%
Number of salaries quoted 778 884 1,178
England 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 £95,000 £85,000 £87,500
UK median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% -

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 148,088 148,333 175,349
As % of all permanent IT jobs advertised in England 89.87% 89.53% 88.83%
Number of salaries quoted 121,309 123,132 146,803
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 February 2018.

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 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
London -3 471 £62,500 -3.85% 57
South East +15 278 £53,000 +11.58% 27
North of England +4 161 £47,500 +11.76% 35
Midlands +25 131 £52,500 +24.26% 34
West Midlands +43 115 £55,000 +37.50% 23
North West +23 103 £47,500 +5.56% 21
South West +3 60 £40,000 -9.09% 10
East of England 0 56 £48,750 -12.16% 13
Yorkshire -2 53 £47,500 +13.10% 12
East Midlands 0 16 £44,317 -29.09% 11
North East -14 5 £57,500 +30.68% 2
Data Migration
UK

For the 6 months to 22 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 across the England region with a requirement for Data Migration.

1 1,156 (98.63%) Migration
2 401 (34.22%) Finance
3 399 (34.04%) SQL
4 285 (24.32%) SAP
5 268 (22.87%) Microsoft
6 257 (21.93%) SQL Server
7 227 (19.37%) ETL
8 223 (19.03%) Business Intelligence
9 222 (18.94%) Agile Software Development
10 202 (17.24%) Analytical Skills
11 178 (15.19%) CRM
12 172 (14.68%) Project Management
13 160 (13.65%) Data Warehouse
14 159 (13.57%) SQL Server Integration Services
15 156 (13.31%) Oracle
16 148 (12.63%) Data Management
17 142 (12.12%) Retail
17 142 (12.12%) Data Modelling
18 136 (11.60%) Data Quality
19 126 (10.75%) Analytics
20 124 (10.58%) SQL Server Reporting Services
21 120 (10.24%) Continuous Improvement
22 118 (10.07%) Degree
22 118 (10.07%) Manufacturing
23 117 (9.98%) .NET
24 113 (9.64%) Data Cleansing
25 103 (8.79%) Microsoft Azure
25 103 (8.79%) ERP
26 102 (8.70%) C#
26 102 (8.70%) Web Services

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 36 (3.07%) SharePoint
2 19 (1.62%) WebSphere
2 19 (1.62%) WebSphere Portal
3 17 (1.45%) Oracle SOA Suite
4 16 (1.37%) Oracle Workflow
5 14 (1.19%) Apache Spark
6 12 (1.02%) Apache
7 11 (0.94%) SharePoint Server
8 10 (0.85%) IIS
9 8 (0.68%) OpenStack
9 8 (0.68%) SAS
10 5 (0.43%) CMS
11 4 (0.34%) Ethereum
11 4 (0.34%) Hyperledger
11 4 (0.34%) OpenEdge
11 4 (0.34%) Predix
12 3 (0.26%) Apache Pig
12 3 (0.26%) BizTalk Server
13 2 (0.17%) Elasticsearch
13 2 (0.17%) Oracle Service Bus
Applications
1 78 (6.66%) Microsoft Excel
2 28 (2.39%) Microsoft Office
3 9 (0.77%) Microsoft PowerPoint
3 9 (0.77%) Microsoft Project
4 7 (0.60%) InfoPath
5 2 (0.17%) MS Visio
5 2 (0.17%) SPSS
Business Applications
1 69 (5.89%) Dynamics CRM
2 38 (3.24%) SAP S/4HANA
3 26 (2.22%) Dynamics AX
3 26 (2.22%) SAP QM
4 20 (1.71%) SAP CO
4 20 (1.71%) SAP EWM
4 20 (1.71%) SAP FI
4 20 (1.71%) SAP FI/CO
5 19 (1.62%) Oracle BPM
6 18 (1.54%) NetSuite
7 17 (1.45%) Salesforce.com CRM
8 16 (1.37%) SAP MM
9 14 (1.19%) SAP PM
10 13 (1.11%) Dynamics NAV
10 13 (1.11%) SAP CS
10 13 (1.11%) SAP HCM
10 13 (1.11%) SAP Oil and Gas
11 12 (1.02%) SAP WM
12 10 (0.85%) Endur
12 10 (0.85%) SAP FSCM
Cloud Services
1 103 (8.79%) Microsoft Azure
2 63 (5.38%) Dynamics 365
3 61 (5.20%) Amazon AWS
4 25 (2.13%) Cortana Intelligence Suite
5 24 (2.05%) Force.com
6 22 (1.88%) SaaS
7 21 (1.79%) Azure Data Factory
8 17 (1.45%) Office 365
9 14 (1.19%) Salesforce Sales Cloud
9 14 (1.19%) SuccessFactors
10 9 (0.77%) Cloud Computing
10 9 (0.77%) Salesforce Service Cloud
11 8 (0.68%) PaaS
12 7 (0.60%) Amazon EC2
12 7 (0.60%) FinancialForce
12 7 (0.60%) Google Cloud Platform
12 7 (0.60%) Slack
13 6 (0.51%) Amazon ELB
13 6 (0.51%) Amazon S3
13 6 (0.51%) IaaS
Communications & Networking
1 12 (1.02%) Firewall
2 10 (0.85%) NAS
3 9 (0.77%) LAN
3 9 (0.77%) WAN
4 8 (0.68%) GoToMeeting
4 8 (0.68%) VPN
4 8 (0.68%) WebEx
5 7 (0.60%) SAN
6 6 (0.51%) iSCSI
7 5 (0.43%) Fibre Channel
8 4 (0.34%) 5G
8 4 (0.34%) FTP
8 4 (0.34%) Internet
8 4 (0.34%) NetScaler
8 4 (0.34%) Network Security
8 4 (0.34%) SMS
8 4 (0.34%) SNMP
8 4 (0.34%) Software-Defined Networking
8 4 (0.34%) SSL
9 3 (0.26%) DNS
Database & Business Intelligence
1 257 (21.93%) SQL Server
2 160 (13.65%) Data Warehouse
3 159 (13.57%) SQL Server Integration Services
4 124 (10.58%) SQL Server Reporting Services
5 100 (8.53%) Big Data
6 81 (6.91%) SQL Server Analysis Services
7 62 (5.29%) Power BI
8 57 (4.86%) Relational Database
9 48 (4.10%) BusinessObjects
9 48 (4.10%) Data Lake
10 44 (3.75%) Hadoop
11 43 (3.67%) SAP Data Services
12 39 (3.33%) Crystal Reports
13 38 (3.24%) QlikView
14 36 (3.07%) Oracle Database
15 34 (2.90%) SQL Server 2012
16 33 (2.82%) MySQL
17 26 (2.22%) Oracle Reports
17 26 (2.22%) SQL Server 2008
18 23 (1.96%) Oracle Database 11g
Development Applications
1 101 (8.62%) LSMW
2 70 (5.97%) eCATT
3 28 (2.39%) JIRA
4 26 (2.22%) Visual Studio
5 19 (1.62%) Team Foundation Server
6 14 (1.19%) Jenkins
7 10 (0.85%) SQL Server Management Studio (SSMS)
7 10 (0.85%) Zephyr
8 8 (0.68%) Maven
9 7 (0.60%) Oracle Forms
10 5 (0.43%) Cucumber
10 5 (0.43%) ERwin
10 5 (0.43%) Git (software)
10 5 (0.43%) PHPUnit
10 5 (0.43%) Subversion
10 5 (0.43%) Toad
11 4 (0.34%) Moq
11 4 (0.34%) Oracle APEX
11 4 (0.34%) Selenium
11 4 (0.34%) WebDriver
General
1 401 (34.22%) Finance
2 142 (12.12%) Retail
3 118 (10.07%) Manufacturing
4 82 (7.00%) Publishing
5 73 (6.23%) Billing
6 71 (6.06%) Banking
7 54 (4.61%) Marketing
8 48 (4.10%) Legal
9 38 (3.24%) Advertising
10 26 (2.22%) General Ledger
11 23 (1.96%) Investment Banking
12 17 (1.45%) Front Office
13 16 (1.37%) Retail Banking
14 14 (1.19%) Telecoms
15 9 (0.77%) Law
16 6 (0.51%) Financial Institution
17 5 (0.43%) Automotive
17 5 (0.43%) Back Office
17 5 (0.43%) Pharmaceutical
18 4 (0.34%) Local Government
Job Titles
1 260 (22.18%) Consultant
2 212 (18.09%) Analyst
3 188 (16.04%) Developer
4 182 (15.53%) Architect
5 120 (10.24%) SAP Consultant
6 97 (8.28%) Data Architect
7 83 (7.08%) Data Analyst
8 78 (6.66%) Business Analyst
9 61 (5.20%) Project Manager
10 49 (4.18%) Migration Manager
11 48 (4.10%) Data Migration Manager
12 47 (4.01%) Business Intelligence Developer
12 47 (4.01%) Data Migration Analyst
12 47 (4.01%) Migration Analyst
13 46 (3.92%) Data Consultant
14 40 (3.41%) Administrator
14 40 (3.41%) Data Manager
15 39 (3.33%) Solutions Architect
16 33 (2.82%) DBA
17 32 (2.73%) SQL Developer
Libraries, Frameworks & Software Standards
1 117 (9.98%) .NET
2 102 (8.70%) Web Services
3 79 (6.74%) EDI
4 70 (5.97%) IDoc
5 68 (5.80%) XML
6 50 (4.27%) SOAP
7 35 (2.99%) CSS
7 35 (2.99%) Visualforce
8 34 (2.90%) .NET Framework
9 33 (2.82%) HTML
10 31 (2.65%) ASP.NET
10 31 (2.65%) REST
11 28 (2.39%) jQuery
12 27 (2.30%) J2EE
12 27 (2.30%) JSON
13 19 (1.62%) JSF
14 18 (1.54%) RESTful
15 15 (1.28%) Middleware
16 14 (1.19%) AngularJS
17 13 (1.11%) Ajax
Miscellaneous
1 202 (17.24%) Analytical Skills
2 84 (7.17%) Management Information System
3 59 (5.03%) LIMS
4 34 (2.90%) Computer Science
5 31 (2.65%) Data Structures
6 29 (2.47%) Data Centre
7 24 (2.05%) Fintech
7 24 (2.05%) Virtual Team
8 22 (1.88%) Replication
9 19 (1.62%) NHS
10 16 (1.37%) Mobile App
10 16 (1.37%) User Experience
11 15 (1.28%) Enterprise Software
12 14 (1.19%) Driving Licence
13 12 (1.02%) Hybrid Cloud
14 10 (0.85%) CMDB
15 7 (0.60%) Greenfield Project
16 6 (0.51%) Celerra
16 6 (0.51%) CLARiiON
16 6 (0.51%) EMC VNX
Operating Systems
1 87 (7.42%) Windows
2 78 (6.66%) Windows Server
3 53 (4.52%) Linux
4 30 (2.56%) Unix
5 9 (0.77%) Solaris
5 9 (0.77%) Windows Server 2012
6 8 (0.68%) Red Hat Enterprise Linux
7 4 (0.34%) AIX
7 4 (0.34%) HPUX
7 4 (0.34%) MVS
7 4 (0.34%) SUSE
7 4 (0.34%) Windows Server 2008
8 3 (0.26%) Data ONTAP
9 2 (0.17%) Amazon Linux
9 2 (0.17%) CentOS
9 2 (0.17%) Ubuntu
9 2 (0.17%) Windows 10
9 2 (0.17%) Windows 7
9 2 (0.17%) Windows 8
9 2 (0.17%) Windows Mobile
Processes & Methodologies
1 1,156 (98.63%) Migration
2 227 (19.37%) ETL
3 223 (19.03%) Business Intelligence
4 222 (18.94%) Agile Software Development
5 178 (15.19%) CRM
6 172 (14.68%) Project Management
7 148 (12.63%) Data Management
8 142 (12.12%) Data Modelling
9 126 (10.75%) Analytics
10 120 (10.24%) Continuous Improvement
11 113 (9.64%) Data Cleansing
12 103 (8.79%) ERP
13 96 (8.19%) Data Analysis
14 94 (8.02%) Integration Testing
15 86 (7.34%) Customer Requirements
16 83 (7.08%) Data Integration
17 80 (6.83%) Stakeholder Management
18 78 (6.66%) Logistics
19 76 (6.48%) Project Planning
20 74 (6.31%) SDLC
Programming Languages
1 399 (34.04%) SQL
2 102 (8.70%) C#
3 98 (8.36%) ABAP
4 94 (8.02%) JavaScript
5 75 (6.40%) T-SQL
6 68 (5.80%) Java
7 62 (5.29%) PL/SQL
8 43 (3.67%) Python
9 40 (3.41%) Apex Code
10 28 (2.39%) C
11 21 (1.79%) VB
12 20 (1.71%) Bash Shell
12 20 (1.71%) VBA
13 18 (1.54%) PHP
14 14 (1.19%) R
15 13 (1.11%) PowerShell
16 12 (1.02%) C++
17 10 (0.85%) Ruby
18 9 (0.77%) VB.NET
19 8 (0.68%) Perl
Qualifications
1 118 (10.07%) Degree
2 64 (5.46%) Security Cleared
3 50 (4.27%) SC Cleared
4 22 (1.88%) DV Cleared
5 13 (1.11%) Microsoft Certification
6 12 (1.02%) ISEB
6 12 (1.02%) ISTQB
6 12 (1.02%) ISTQB Foundation Certification
7 9 (0.77%) Computer Science Degree
7 9 (0.77%) MBA
7 9 (0.77%) PMP
8 8 (0.68%) PMI Certification
8 8 (0.68%) PRINCE2 Certification
9 5 (0.43%) ACCA
10 4 (0.34%) HND
10 4 (0.34%) MCITP
10 4 (0.34%) MCSE
11 3 (0.26%) AAT
11 3 (0.26%) MCTS
12 2 (0.17%) NCDA
Quality Assurance & Compliance
1 136 (11.60%) Data Quality
2 54 (4.61%) QA
3 24 (2.05%) GDPR
4 7 (0.60%) PMO
5 6 (0.51%) HL7
5 6 (0.51%) IFRS
5 6 (0.51%) PCI DSS
5 6 (0.51%) SEPA
6 5 (0.43%) Dodd-Frank
6 5 (0.43%) FATCA
6 5 (0.43%) IFRS 9
6 5 (0.43%) Solvency II
7 4 (0.34%) COBIT
7 4 (0.34%) ISO/IEC 27001
7 4 (0.34%) Sarbanes-Oxley
7 4 (0.34%) SLA
8 2 (0.17%) DICOM
8 2 (0.17%) SNOMED CT
9 1 (0.085%) GxP
9 1 (0.085%) ISO 9001
System Software
1 30 (2.56%) Active Directory
2 17 (1.45%) VMware Infrastructure
3 14 (1.19%) Docker
4 10 (0.85%) HDFS
5 9 (0.77%) Hyper-V
6 8 (0.68%) Virtual Machines
7 6 (0.51%) NFS
8 4 (0.34%) vSphere
8 4 (0.34%) XenApp
9 2 (0.17%) Veritas Cluster Server
10 1 (0.085%) Apache Flume
10 1 (0.085%) Virtual Servers
Systems Management
1 18 (1.54%) HP Quality Center
2 16 (1.37%) Puppet
3 14 (1.19%) Opscode Chef
4 13 (1.11%) Ansible
5 8 (0.68%) Single Sign-On
6 7 (0.60%) Data Guard
6 7 (0.60%) Oracle RMAN
7 5 (0.43%) Kubernetes
7 5 (0.43%) NetBackup
8 4 (0.34%) Salt
8 4 (0.34%) vRealize
9 3 (0.26%) EMC TimeFinder
10 2 (0.17%) DiskXtender
10 2 (0.17%) SnapMirror
11 1 (0.085%) BMC PATROL
11 1 (0.085%) Failover Clustering
11 1 (0.085%) Nagios
11 1 (0.085%) SCCM
11 1 (0.085%) Systems Management Server (SMS)
Vendors
1 285 (24.32%) SAP
2 268 (22.87%) Microsoft
3 156 (13.31%) Oracle
4 81 (6.91%) Salesforce.com
5 44 (3.75%) Tableau
6 35 (2.99%) Informatica
7 24 (2.05%) Google
8 23 (1.96%) VMware
9 22 (1.88%) IBM
10 20 (1.71%) HP
11 19 (1.62%) Fujitsu
12 15 (1.28%) JD Edwards
13 13 (1.11%) Cisco
13 13 (1.11%) ClickSoftware Technologies
14 11 (0.94%) Brocade
14 11 (0.94%) Cloudera
14 11 (0.94%) Cognos
14 11 (0.94%) EMC
14 11 (0.94%) Infor
14 11 (0.94%) Sage