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

Data Migration
UK > England
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 431 432 417
Rank change year-on-year +1 -15 +15
Permanent jobs citing Data Migration 1,070 1,193 1,371
As % of all permanent IT jobs advertised in England 0.69% 0.72% 0.75%
As % of the Processes & Methodologies category 0.76% 0.79% 0.82%
Number of salaries quoted 792 698 1,014
England median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - -1.87%
10th Percentile £32,500 £32,500 £34,000
90th Percentile £84,875 £81,975 £90,000
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -1.87%

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 140,420 151,023 166,463
As % of all permanent IT jobs advertised in England 91.07% 91.54% 90.91%
Number of salaries quoted 112,581 120,047 140,346
England median annual salary £50,500 £50,000 £50,000
Median salary % change year-on-year +1.00% - +5.26%
10th Percentile £29,750 £28,500 £27,750
90th Percentile £83,750 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 23 September 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 23 September 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 +1 429 £65,000 +14.54% 61
South East -9 212 £50,000 -4.76% 35
East of England +88 137 £55,000 +12.82% 19
North of England -11 115 £42,500 -10.53% 25
Midlands -8 94 £47,500 -13.64% 18
West Midlands -7 73 £47,500 -24.00% 14
Yorkshire +10 61 £40,000 -15.79% 5
South West -1 55 £45,000 +12.50% 21
North West 0 52 £45,000 +5.88% 15
East Midlands +5 19 £42,500 -15.00% 3
North East -17 2 £70,000 +33.33% 5
Data Migration
UK

For the 6 months to 23 September 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 1,064 (99.44%) Migration
2 389 (36.36%) SQL
3 356 (33.27%) Agile Software Development
4 342 (31.96%) Finance
5 261 (24.39%) SQL Server
6 235 (21.96%) ETL
7 201 (18.79%) Microsoft
8 169 (15.79%) C#
9 165 (15.42%) Oracle
10 156 (14.58%) Analytical Skills
11 153 (14.30%) Data Warehouse
12 151 (14.11%) Project Management
13 145 (13.55%) Stakeholder Management
13 145 (13.55%) Data Quality
13 145 (13.55%) Problem-Solving
14 139 (12.99%) SAP
14 139 (12.99%) .NET
15 137 (12.80%) T-SQL
16 130 (12.15%) Business Intelligence
17 126 (11.78%) ERP
18 120 (11.21%) Scrum
18 120 (11.21%) Data Analysis
19 112 (10.47%) SQL Server Integration Services
19 112 (10.47%) Banking
20 109 (10.19%) SQL Server Reporting Services
20 109 (10.19%) Data Modelling
21 106 (9.91%) Microsoft Azure
22 105 (9.81%) Analytics
23 101 (9.44%) CRM
24 95 (8.88%) PRINCE2

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 47 (4.39%) SharePoint
2 13 (1.21%) Oracle SOA Suite
3 11 (1.03%) SharePoint 2013
4 10 (0.93%) SAS
5 9 (0.84%) Oracle Workflow
6 8 (0.75%) Apache Spark
6 8 (0.75%) Oracle Application Server
7 7 (0.65%) Documentum
7 7 (0.65%) IIS
8 5 (0.47%) Blackberry Enterprise Server
9 4 (0.37%) Alfresco
9 4 (0.37%) Apache
9 4 (0.37%) Apache Solr
9 4 (0.37%) Confluence
9 4 (0.37%) LiveLink
10 3 (0.28%) CMS
10 3 (0.28%) Oracle Service Bus
10 3 (0.28%) SharePoint 2010
11 2 (0.19%) BizTalk Server
11 2 (0.19%) CICS
Applications
1 83 (7.76%) Microsoft Excel
2 28 (2.62%) Microsoft Office
3 22 (2.06%) Microsoft Project
4 21 (1.96%) Microsoft PowerPoint
5 14 (1.31%) MS Visio
6 6 (0.56%) Spreadsheet
7 4 (0.37%) AutoCAD
7 4 (0.37%) ProjectWise
8 3 (0.28%) MicroStation
8 3 (0.28%) Revit
9 1 (0.093%) GIMP
9 1 (0.093%) Photoshop
Business Applications
1 58 (5.42%) Dynamics CRM
2 44 (4.11%) Dynamics AX
3 28 (2.62%) NetSuite
4 27 (2.52%) SAP S/4HANA
5 22 (2.06%) SAP MDG
6 19 (1.78%) Oracle EBS R12
7 18 (1.68%) Dynamics NAV
8 14 (1.31%) Oracle ERP
9 13 (1.21%) Unit4 Business World
10 12 (1.12%) Oracle EBS
10 12 (1.12%) Oracle Financials
11 10 (0.93%) Oracle Assets
11 10 (0.93%) Oracle Cash Management
11 10 (0.93%) Oracle Payables
11 10 (0.93%) Oracle Receivables
11 10 (0.93%) Salesforce.com CRM
11 10 (0.93%) SAP APO
11 10 (0.93%) SAP CO
11 10 (0.93%) SAP FI
11 10 (0.93%) SAP FI/CO
Cloud Services
1 106 (9.91%) Microsoft Azure
2 45 (4.21%) Amazon AWS
3 40 (3.74%) Dynamics 365
4 38 (3.55%) SaaS
5 22 (2.06%) Office 365
6 16 (1.50%) Cloud Computing
7 15 (1.40%) Force.com
7 15 (1.40%) Salesforce Sales Cloud
7 15 (1.40%) SuccessFactors
8 13 (1.21%) Salesforce Service Cloud
9 12 (1.12%) Google Cloud Platform
10 11 (1.03%) PaaS
11 10 (0.93%) Cortana Intelligence Suite
12 9 (0.84%) Azure Data Factory
13 7 (0.65%) IaaS
13 7 (0.65%) Serverless
14 5 (0.47%) Azure Functions
15 4 (0.37%) Azure Active Directory
15 4 (0.37%) Mimecast
16 3 (0.28%) BlazeMeter
Communications & Networking
1 13 (1.21%) SAN
2 5 (0.47%) 3G
2 5 (0.47%) 4G
2 5 (0.47%) Fibre Channel
2 5 (0.47%) GPRS
2 5 (0.47%) GSM
2 5 (0.47%) LTE
2 5 (0.47%) NAS
2 5 (0.47%) PSTN
2 5 (0.47%) SMS
3 3 (0.28%) Firewall
3 3 (0.28%) TCP/IP
4 2 (0.19%) GoToMeeting
4 2 (0.19%) WebEx
5 1 (0.093%) FTP
5 1 (0.093%) LAN
5 1 (0.093%) Skype
5 1 (0.093%) WAN
Database & Business Intelligence
1 261 (24.39%) SQL Server
2 153 (14.30%) Data Warehouse
3 112 (10.47%) SQL Server Integration Services
4 109 (10.19%) SQL Server Reporting Services
5 61 (5.70%) Big Data
6 59 (5.51%) SQL Server Analysis Services
7 52 (4.86%) Relational Database
8 46 (4.30%) SQL Server 2012
9 45 (4.21%) Power BI
10 29 (2.71%) Hadoop
11 28 (2.62%) Data Lake
11 28 (2.62%) SQL Server 2000
12 27 (2.52%) Oracle Reports
13 25 (2.34%) BusinessObjects
13 25 (2.34%) SQL Server 2008
14 21 (1.96%) MS Access
14 21 (1.96%) MySQL
15 20 (1.87%) PostgreSQL
16 19 (1.78%) Crystal Reports
17 18 (1.68%) SAP Data Services
Development Applications
1 47 (4.39%) JIRA
1 47 (4.39%) LSMW
2 39 (3.64%) Visual Studio
3 15 (1.40%) Git (software)
4 11 (1.03%) eCATT
4 11 (1.03%) Team Foundation Server
5 9 (0.84%) Jenkins
5 9 (0.84%) Subversion
5 9 (0.84%) Visual Studio Team System
6 6 (0.56%) Oracle APEX
6 6 (0.56%) SoapUI
7 4 (0.37%) Atlassian Bamboo
7 4 (0.37%) MSBuild
7 4 (0.37%) Octopus Deploy
7 4 (0.37%) SQL Server Management Studio (SSMS)
7 4 (0.37%) TeamCity
7 4 (0.37%) Zephyr
8 3 (0.28%) GoCD
8 3 (0.28%) Mercurial
8 3 (0.28%) SpecFlow
General
1 342 (31.96%) Finance
2 112 (10.47%) Banking
3 55 (5.14%) Retail
4 43 (4.02%) Marketing
4 43 (4.02%) Retail Banking
5 39 (3.64%) Manufacturing
6 36 (3.36%) Publishing
7 31 (2.90%) Corporate Banking
8 19 (1.78%) Billing
9 16 (1.50%) Financial Institution
10 13 (1.21%) Telecoms
11 10 (0.93%) Advertising
11 10 (0.93%) Front Office
12 8 (0.75%) Investment Banking
13 7 (0.65%) General Ledger
13 7 (0.65%) Legal
14 6 (0.56%) Spanish Language
15 5 (0.47%) Back Office
16 2 (0.19%) Aerospace
16 2 (0.19%) Pharmaceutical
Job Titles
1 240 (22.43%) Developer
2 186 (17.38%) Analyst
3 173 (16.17%) Consultant
4 125 (11.68%) Architect
5 117 (10.93%) Project Manager
6 64 (5.98%) Data Analyst
7 63 (5.89%) SQL Developer
8 53 (4.95%) Business Analyst
9 49 (4.58%) Data Architect
10 46 (4.30%) Data Consultant
11 43 (4.02%) Migration Manager
11 43 (4.02%) SAP Consultant
12 40 (3.74%) Data Engineer
13 39 (3.64%) .NET Developer
13 39 (3.64%) Data Migration Manager
13 39 (3.64%) Migration Consultant
14 38 (3.55%) Data Migration Consultant
15 35 (3.27%) Programme Manager
16 34 (3.18%) Data Manager
16 34 (3.18%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 139 (12.99%) .NET
2 71 (6.64%) XML
3 65 (6.07%) Web Services
4 51 (4.77%) SOAP
5 50 (4.67%) ASP.NET
6 48 (4.49%) CSS
7 40 (3.74%) WCF
8 39 (3.64%) jQuery
9 33 (3.08%) AngularJS
10 27 (2.52%) HTML
10 27 (2.52%) Visualforce
11 24 (2.24%) JSON
12 23 (2.15%) .NET Framework
13 20 (1.87%) IDoc
13 20 (1.87%) RESTful
14 18 (1.68%) ASP.NET Web API
14 18 (1.68%) REST
15 15 (1.40%) Entity Framework
16 12 (1.12%) Mason
16 12 (1.12%) Middleware
Miscellaneous
1 156 (14.58%) Analytical Skills
2 75 (7.01%) Self-Motivation
3 24 (2.24%) Data Structures
3 24 (2.24%) Management Information System
3 24 (2.24%) Reference Data
4 22 (2.06%) Computer Science
5 20 (1.87%) User Experience
6 17 (1.59%) Fintech
7 15 (1.40%) Driving Licence
8 14 (1.31%) Taxonomies
9 13 (1.21%) Clustering
9 13 (1.21%) Enterprise Software
9 13 (1.21%) Public Cloud
10 11 (1.03%) Greenfield Project
10 11 (1.03%) LIMS
11 10 (0.93%) Virtual Team
12 9 (0.84%) Reinsurance
13 6 (0.56%) Data Centre
13 6 (0.56%) Mobile App
14 5 (0.47%) FMCG
Operating Systems
1 36 (3.36%) Windows
2 27 (2.52%) Linux
3 14 (1.31%) Windows Server
4 10 (0.93%) Unix
5 6 (0.56%) Android
6 5 (0.47%) Apple iOS
7 3 (0.28%) Windows 7
8 2 (0.19%) Windows 10
9 1 (0.093%) OpenVMS
9 1 (0.093%) Red Hat Enterprise Linux
9 1 (0.093%) Ubuntu
9 1 (0.093%) VMS
Processes & Methodologies
1 1,064 (99.44%) Migration
2 356 (33.27%) Agile Software Development
3 235 (21.96%) ETL
4 151 (14.11%) Project Management
5 145 (13.55%) Problem-Solving
5 145 (13.55%) Stakeholder Management
6 130 (12.15%) Business Intelligence
7 126 (11.78%) ERP
8 120 (11.21%) Data Analysis
8 120 (11.21%) Scrum
9 109 (10.19%) Data Modelling
10 105 (9.81%) Analytics
11 101 (9.44%) CRM
12 95 (8.88%) PRINCE2
13 94 (8.79%) Data Management
14 81 (7.57%) Data Cleansing
15 61 (5.70%) Data Governance
16 59 (5.51%) Data Integration
17 58 (5.42%) Waterfall
18 56 (5.23%) Data Architecture
Programming Languages
1 389 (36.36%) SQL
2 169 (15.79%) C#
3 137 (12.80%) T-SQL
4 73 (6.82%) JavaScript
5 70 (6.54%) Java
6 68 (6.36%) PL/SQL
7 39 (3.64%) Python
8 37 (3.46%) Apex Code
9 35 (3.27%) ABAP
10 33 (3.08%) VB.NET
11 27 (2.52%) VBA
12 25 (2.34%) PowerShell
13 17 (1.59%) VB
14 13 (1.21%) C++
15 11 (1.03%) R
15 11 (1.03%) Ruby
16 8 (0.75%) X++
17 7 (0.65%) PHP
18 5 (0.47%) SOQL
18 5 (0.47%) VB6
Qualifications
1 95 (8.88%) Security Cleared
2 80 (7.48%) Degree
3 55 (5.14%) SC Cleared
4 42 (3.93%) PRINCE2 Certification
5 19 (1.78%) ISTQB
6 13 (1.21%) ISEB
6 13 (1.21%) PMI Certification
7 12 (1.12%) PhD
7 12 (1.12%) PMP
8 11 (1.03%) Computer Science Degree
9 10 (0.93%) PRINCE2 Practitioner
10 7 (0.65%) ISTQB Foundation Certification
10 7 (0.65%) Microsoft Certification
10 7 (0.65%) TOGAF Certification
11 5 (0.47%) MCSE
12 3 (0.28%) CCNP
12 3 (0.28%) Cisco Certification
12 3 (0.28%) HNC
12 3 (0.28%) HND
12 3 (0.28%) MCITP
Quality Assurance & Compliance
1 145 (13.55%) Data Quality
2 41 (3.83%) GDPR
3 29 (2.71%) QA
4 14 (1.31%) Dodd-Frank
4 14 (1.31%) IFRS
4 14 (1.31%) Solvency II
5 11 (1.03%) FATCA
5 11 (1.03%) IFRS 9
5 11 (1.03%) PMO
6 10 (0.93%) PCI DSS
7 9 (0.84%) Sarbanes-Oxley
8 4 (0.37%) ISO/IEC 27001
9 3 (0.28%) ISO 9001
10 2 (0.19%) PSD2
10 2 (0.19%) SLA
11 1 (0.093%) GxP
System Software
1 24 (2.24%) Active Directory
2 11 (1.03%) Docker
3 7 (0.65%) HDFS
4 2 (0.19%) Virtual Machines
5 1 (0.093%) Microsoft App-V
5 1 (0.093%) UAG
5 1 (0.093%) VMware ESXi
5 1 (0.093%) VMware Infrastructure
5 1 (0.093%) XenApp
Systems Management
1 8 (0.75%) Data Guard
2 7 (0.65%) Puppet
3 6 (0.56%) Opscode Chef
4 5 (0.47%) AirWatch
4 5 (0.47%) Failover Clustering
5 3 (0.28%) Single Sign-On
5 3 (0.28%) Systems Management Server (SMS)
5 3 (0.28%) Terraform
6 2 (0.19%) Ansible
6 2 (0.19%) HP Quality Center
6 2 (0.19%) Kubernetes
6 2 (0.19%) SCCM
7 1 (0.093%) Hadoop YARN
7 1 (0.093%) Microsoft Clustering
7 1 (0.093%) WebSphere Cast Iron
Vendors
1 201 (18.79%) Microsoft
2 165 (15.42%) Oracle
3 139 (12.99%) SAP
4 71 (6.64%) Salesforce.com
5 35 (3.27%) Talend
6 31 (2.90%) Informatica
7 26 (2.43%) IBM
8 23 (2.15%) Tableau
9 17 (1.59%) JD Edwards
9 17 (1.59%) Sage
10 16 (1.50%) Sybase
11 14 (1.31%) Google
12 12 (1.12%) Workday
13 10 (0.93%) Cognizant
13 10 (0.93%) Epicor
14 9 (0.84%) Concur
15 8 (0.75%) Hortonworks
15 8 (0.75%) IFS
15 8 (0.75%) Infor
15 8 (0.75%) WorldPay