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

Data Migration
UK > England
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 447 433 443
Rank change year-on-year -14 +10 +18
Permanent jobs citing Data Migration 1,084 1,155 1,312
As % of all permanent IT jobs advertised in England 0.67% 0.71% 0.69%
As % of the Processes & Methodologies category 0.74% 0.78% 0.77%
Number of salaries quoted 763 757 969
England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £35,000 £32,500 £32,500
90th Percentile £85,000 £83,750 £80,000
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

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 147,391 147,524 170,096
As % of all permanent IT jobs advertised in England 90.68% 90.57% 90.00%
Number of salaries quoted 119,100 121,038 143,148
England median annual salary £50,000 £50,000 £48,500
Median salary % change year-on-year - +3.09% +2.11%
10th Percentile £29,750 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +1.06%

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 June 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 June 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 -15 446 £65,000 - 54
South East +15 227 £50,000 +5.26% 38
North of England +23 161 £47,500 +11.76% 22
Midlands -10 109 £47,500 +17.14% 27
North West +25 89 £47,500 +18.75% 10
West Midlands -4 80 £47,500 +23.38% 23
East of England +6 71 £52,500 - 16
Yorkshire +5 64 £45,250 +0.56% 11
South West -25 33 £40,000 - 6
East Midlands +13 27 £47,500 -5.00% 4
North East -11 8 £61,250 +39.20% 1
Data Migration
UK

For the 6 months to 23 June 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 1,074 (99.08%) Migration
2 393 (36.25%) SQL
3 356 (32.84%) Finance
4 314 (28.97%) Agile Software Development
5 280 (25.83%) SQL Server
6 258 (23.80%) Microsoft
7 219 (20.20%) ETL
8 192 (17.71%) SAP
9 156 (14.39%) Data Warehouse
10 155 (14.30%) Business Intelligence
11 148 (13.65%) .NET
12 143 (13.19%) Problem-Solving
13 139 (12.82%) Oracle
14 138 (12.73%) ERP
15 137 (12.64%) CRM
16 136 (12.55%) Data Modelling
17 135 (12.45%) C#
18 132 (12.18%) Data Management
19 131 (12.08%) Data Quality
19 131 (12.08%) Analytical Skills
20 129 (11.90%) T-SQL
21 125 (11.53%) Project Management
22 124 (11.44%) Stakeholder Management
23 116 (10.70%) SQL Server Reporting Services
24 115 (10.61%) SQL Server Integration Services
25 114 (10.52%) Microsoft Azure
26 111 (10.24%) Scrum
26 111 (10.24%) Self-Motivation
27 101 (9.32%) Analytics
28 100 (9.23%) Degree

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 32 (2.95%) SharePoint
2 18 (1.66%) Oracle SOA Suite
3 14 (1.29%) Apache Spark
4 10 (0.92%) SharePoint 2013
5 7 (0.65%) Documentum
5 7 (0.65%) IIS
5 7 (0.65%) SAS
5 7 (0.65%) WebSphere
5 7 (0.65%) WebSphere Portal
6 6 (0.55%) BizTalk Server
6 6 (0.55%) Oracle Application Server
7 5 (0.46%) Elasticsearch
7 5 (0.46%) Oracle Workflow
8 4 (0.37%) Alfresco
8 4 (0.37%) Ethereum
8 4 (0.37%) Hyperledger
8 4 (0.37%) LiveLink
8 4 (0.37%) OpenStack
8 4 (0.37%) Predix
9 3 (0.28%) CMS
Applications
1 71 (6.55%) Microsoft Excel
2 28 (2.58%) Microsoft Office
3 13 (1.20%) MS Visio
4 12 (1.11%) Microsoft PowerPoint
5 10 (0.92%) Microsoft Project
6 6 (0.55%) Spreadsheet
7 4 (0.37%) AutoCAD
7 4 (0.37%) ProjectWise
8 3 (0.28%) MicroStation
8 3 (0.28%) Revit
9 2 (0.18%) InfoPath
10 1 (0.092%) Photoshop
Business Applications
1 68 (6.27%) Dynamics CRM
2 47 (4.34%) Dynamics AX
3 29 (2.68%) SAP MDG
4 28 (2.58%) NetSuite
5 26 (2.40%) SAP S/4HANA
6 16 (1.48%) Dynamics NAV
7 14 (1.29%) Salesforce.com CRM
7 14 (1.29%) SAP QM
8 13 (1.20%) Workday HCM
9 12 (1.11%) Oracle EBS R12
9 12 (1.11%) SAP CO
9 12 (1.11%) SAP FI
9 12 (1.11%) SAP FI/CO
10 11 (1.01%) Oracle EBS
10 11 (1.01%) Oracle ERP
11 10 (0.92%) SAP FSCM
12 9 (0.83%) SAP HCM
13 8 (0.74%) SAP Business One
14 7 (0.65%) Oracle BPM
14 7 (0.65%) Unit4 Business World
Cloud Services
1 114 (10.52%) Microsoft Azure
2 61 (5.63%) Dynamics 365
3 41 (3.78%) Amazon AWS
4 35 (3.23%) SaaS
5 27 (2.49%) Office 365
6 26 (2.40%) Force.com
7 25 (2.31%) Salesforce Sales Cloud
8 19 (1.75%) Cortana Intelligence Suite
9 16 (1.48%) Cloud Computing
10 15 (1.38%) Azure Data Factory
10 15 (1.38%) Slack
11 14 (1.29%) SuccessFactors
12 13 (1.20%) Salesforce Service Cloud
13 6 (0.55%) AWS Lambda
13 6 (0.55%) Serverless
14 5 (0.46%) Amazon ELB
14 5 (0.46%) AWS CloudFormation
14 5 (0.46%) CloudFront
14 5 (0.46%) GitHub
14 5 (0.46%) Virtual Private Cloud
Communications & Networking
1 7 (0.65%) Firewall
1 7 (0.65%) LAN
1 7 (0.65%) SAN
1 7 (0.65%) SMS
1 7 (0.65%) WAN
2 6 (0.55%) GoToMeeting
2 6 (0.55%) WebEx
3 3 (0.28%) Internet
3 3 (0.28%) TCP/IP
4 2 (0.18%) NAS
4 2 (0.18%) VLAN
5 1 (0.092%) 4G
5 1 (0.092%) FCoE
5 1 (0.092%) Fibre Channel
5 1 (0.092%) iSCSI
5 1 (0.092%) LTE
5 1 (0.092%) NetScaler
5 1 (0.092%) Network Security
5 1 (0.092%) Software-Defined Networking
5 1 (0.092%) VPN
Database & Business Intelligence
1 280 (25.83%) SQL Server
2 156 (14.39%) Data Warehouse
3 116 (10.70%) SQL Server Reporting Services
4 115 (10.61%) SQL Server Integration Services
5 85 (7.84%) Big Data
6 79 (7.29%) SQL Server Analysis Services
7 64 (5.90%) Relational Database
8 58 (5.35%) Power BI
9 56 (5.17%) SQL Server 2012
10 47 (4.34%) SQL Server 2008
11 40 (3.69%) Hadoop
12 36 (3.32%) Data Lake
13 29 (2.68%) SQL Server 2000
14 28 (2.58%) NoSQL
15 24 (2.21%) MS Access
16 23 (2.12%) PostgreSQL
17 22 (2.03%) Oracle Database
18 21 (1.94%) BusinessObjects
19 20 (1.85%) Apache Hive
19 20 (1.85%) MySQL
Development Applications
1 77 (7.10%) LSMW
2 40 (3.69%) JIRA
3 26 (2.40%) eCATT
4 24 (2.21%) Visual Studio
5 14 (1.29%) Jenkins
6 8 (0.74%) Team Foundation Server
6 8 (0.74%) Zephyr
7 7 (0.65%) Oracle APEX
8 5 (0.46%) Git (software)
8 5 (0.46%) Liquibase
8 5 (0.46%) Mercurial
8 5 (0.46%) Subversion
9 4 (0.37%) MorphX
9 4 (0.37%) SQL Server Management Studio (SSMS)
10 3 (0.28%) Eclipse
10 3 (0.28%) Octopus Deploy
11 2 (0.18%) Ant
11 2 (0.18%) ERwin
11 2 (0.18%) HP UFT
11 2 (0.18%) Oracle Forms
General
1 356 (32.84%) Finance
2 87 (8.03%) Banking
3 75 (6.92%) Retail
4 59 (5.44%) Manufacturing
5 58 (5.35%) Marketing
6 56 (5.17%) Publishing
7 50 (4.61%) Billing
8 37 (3.41%) Retail Banking
9 36 (3.32%) Corporate Banking
10 26 (2.40%) Advertising
11 18 (1.66%) Legal
12 14 (1.29%) General Ledger
13 13 (1.20%) Investment Banking
14 10 (0.92%) Financial Institution
15 6 (0.55%) Spanish Language
15 6 (0.55%) Telecoms
16 5 (0.46%) Automotive
17 4 (0.37%) Front Office
18 3 (0.28%) Back Office
18 3 (0.28%) Games
Job Titles
1 197 (18.17%) Consultant
2 192 (17.71%) Developer
3 161 (14.85%) Architect
4 156 (14.39%) Analyst
5 90 (8.30%) Project Manager
6 75 (6.92%) Data Analyst
7 72 (6.64%) SAP Consultant
8 68 (6.27%) Data Architect
9 55 (5.07%) SQL Developer
10 45 (4.15%) Migration Analyst
11 42 (3.87%) Data Migration Analyst
12 40 (3.69%) Migration Manager
13 39 (3.60%) Data Manager
14 38 (3.51%) Data Engineer
15 36 (3.32%) Administrator
15 36 (3.32%) Business Analyst
15 36 (3.32%) Data Migration Manager
16 33 (3.04%) Programme Manager
16 33 (3.04%) Salesforce Developer
17 32 (2.95%) Solutions Architect
Libraries, Frameworks & Software Standards
1 148 (13.65%) .NET
2 99 (9.13%) Web Services
3 58 (5.35%) XML
4 56 (5.17%) ASP.NET
5 54 (4.98%) SOAP
6 50 (4.61%) CSS
7 45 (4.15%) jQuery
8 42 (3.87%) Visualforce
9 33 (3.04%) WCF
10 32 (2.95%) IDoc
11 27 (2.49%) .NET Framework
12 26 (2.40%) EDI
12 26 (2.40%) HTML
12 26 (2.40%) RESTful
13 25 (2.31%) AngularJS
14 24 (2.21%) JSON
15 23 (2.12%) Entity Framework
16 22 (2.03%) ASP.NET Web API
16 22 (2.03%) REST
17 16 (1.48%) Ajax
Miscellaneous
1 131 (12.08%) Analytical Skills
2 111 (10.24%) Self-Motivation
3 43 (3.97%) Management Information System
4 28 (2.58%) Fintech
5 27 (2.49%) Data Structures
6 26 (2.40%) Computer Science
6 26 (2.40%) LIMS
7 21 (1.94%) User Experience
8 18 (1.66%) Enterprise Software
9 14 (1.29%) Driving Licence
10 12 (1.11%) Data Centre
11 11 (1.01%) Virtual Team
12 9 (0.83%) Reference Data
12 9 (0.83%) Taxonomies
13 8 (0.74%) Clustering
13 8 (0.74%) Replication
14 6 (0.55%) CMDB
14 6 (0.55%) Hybrid Cloud
14 6 (0.55%) NHS
14 6 (0.55%) Public Cloud
Operating Systems
1 49 (4.52%) Windows
2 47 (4.34%) Linux
3 38 (3.51%) Windows Server
4 11 (1.01%) Unix
5 6 (0.55%) Windows Server 2012
6 5 (0.46%) Amazon Linux
6 5 (0.46%) CentOS
6 5 (0.46%) Ubuntu
7 3 (0.28%) Windows 10
7 3 (0.28%) Windows 7
8 2 (0.18%) Apple iOS
8 2 (0.18%) Windows 8
8 2 (0.18%) Windows Mobile
8 2 (0.18%) Windows Server 2008
9 1 (0.092%) AIX
9 1 (0.092%) Android
9 1 (0.092%) HPUX
9 1 (0.092%) Red Hat Enterprise Linux
9 1 (0.092%) Solaris
9 1 (0.092%) SUSE
Processes & Methodologies
1 1,074 (99.08%) Migration
2 314 (28.97%) Agile Software Development
3 219 (20.20%) ETL
4 155 (14.30%) Business Intelligence
5 143 (13.19%) Problem-Solving
6 138 (12.73%) ERP
7 137 (12.64%) CRM
8 136 (12.55%) Data Modelling
9 132 (12.18%) Data Management
10 125 (11.53%) Project Management
11 124 (11.44%) Stakeholder Management
12 111 (10.24%) Scrum
13 101 (9.32%) Analytics
14 98 (9.04%) Data Cleansing
15 95 (8.76%) Data Governance
16 89 (8.21%) Data Analysis
17 77 (7.10%) Data Architecture
18 73 (6.73%) PRINCE2
19 72 (6.64%) SDLC
20 66 (6.09%) Data Integration
Programming Languages
1 393 (36.25%) SQL
2 135 (12.45%) C#
3 129 (11.90%) T-SQL
4 93 (8.58%) JavaScript
5 62 (5.72%) Java
6 60 (5.54%) Python
7 59 (5.44%) ABAP
8 52 (4.80%) Apex Code
9 36 (3.32%) PL/SQL
10 33 (3.04%) VB.NET
11 22 (2.03%) R
12 19 (1.75%) PowerShell
13 18 (1.66%) VB
14 16 (1.48%) VBA
14 16 (1.48%) X++
15 14 (1.29%) PHP
16 12 (1.11%) Ruby
17 11 (1.01%) C
17 11 (1.01%) VB6
18 8 (0.74%) Bash Shell
Qualifications
1 100 (9.23%) Degree
2 65 (6.00%) Security Cleared
3 48 (4.43%) SC Cleared
4 40 (3.69%) PRINCE2 Certification
5 14 (1.29%) ISTQB
6 13 (1.20%) Microsoft Certification
7 12 (1.11%) Computer Science Degree
8 10 (0.92%) ISEB
8 10 (0.92%) ISTQB Foundation Certification
8 10 (0.92%) MCSE
9 9 (0.83%) HND
10 7 (0.65%) DV Cleared
10 7 (0.65%) PMI Certification
11 6 (0.55%) PMP
12 5 (0.46%) AAT
13 3 (0.28%) CCNP
13 3 (0.28%) Cisco Certification
13 3 (0.28%) HNC
13 3 (0.28%) MCITP
13 3 (0.28%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 131 (12.08%) Data Quality
2 48 (4.43%) QA
3 37 (3.41%) GDPR
4 14 (1.29%) PMO
5 9 (0.83%) IFRS
6 8 (0.74%) Dodd-Frank
6 8 (0.74%) FATCA
6 8 (0.74%) IFRS 9
6 8 (0.74%) Solvency II
7 6 (0.55%) GxP
8 3 (0.28%) COBIT
8 3 (0.28%) ISO 9001
8 3 (0.28%) ISO/IEC 27001
8 3 (0.28%) SLA
9 2 (0.18%) PCI DSS
9 2 (0.18%) Sarbanes-Oxley
10 1 (0.092%) HL7
10 1 (0.092%) MiFID
10 1 (0.092%) PSD2
10 1 (0.092%) SNOMED CT
System Software
1 29 (2.68%) Active Directory
2 21 (1.94%) Docker
3 20 (1.85%) HDFS
4 4 (0.37%) Hyper-V
4 4 (0.37%) Virtual Machines
5 3 (0.28%) VMware Infrastructure
5 3 (0.28%) XenApp
6 1 (0.092%) Microsoft App-V
6 1 (0.092%) NFS
6 1 (0.092%) UAG
6 1 (0.092%) vSphere
Systems Management
1 19 (1.75%) HP Quality Center
2 16 (1.48%) Puppet
3 14 (1.29%) Opscode Chef
4 7 (0.65%) Kubernetes
5 6 (0.55%) Ansible
5 6 (0.55%) Data Guard
5 6 (0.55%) Single Sign-On
6 3 (0.28%) Systems Management Server (SMS)
7 2 (0.18%) Hadoop YARN
8 1 (0.092%) AirWatch
8 1 (0.092%) Failover Clustering
8 1 (0.092%) HP ALM
8 1 (0.092%) Salt
8 1 (0.092%) SCCM
8 1 (0.092%) vRealize
8 1 (0.092%) vRealize Orchestrator
8 1 (0.092%) WebSphere Cast Iron
Vendors
1 258 (23.80%) Microsoft
2 192 (17.71%) SAP
3 139 (12.82%) Oracle
4 88 (8.12%) Salesforce.com
5 27 (2.49%) IBM
6 22 (2.03%) Sybase
7 21 (1.94%) Capita
7 21 (1.94%) Google
7 21 (1.94%) JD Edwards
8 19 (1.75%) Informatica
8 19 (1.75%) Tableau
9 16 (1.48%) WorldPay
10 15 (1.38%) Hortonworks
10 15 (1.38%) Workday
11 14 (1.29%) Netezza
11 14 (1.29%) Sage
12 13 (1.20%) HP
13 9 (0.83%) Epicor
14 8 (0.74%) VMware
15 7 (0.65%) Autodesk