Period
to 25 September 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Data Migration
England > South East
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 326 334 398
Rank change year-on-year +8 +64 -38
Permanent jobs citing Data Migration 221 220 210
As % of all permanent IT jobs advertised in the South East 0.75% 0.76% 0.59%
As % of the Processes & Methodologies category 0.83% 0.85% 0.66%
Number of salaries quoted 174 99 145
South East median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% +5.56%
10th Percentile £37,000 £35,594 £34,050
90th Percentile £72,500 £77,500 £75,000
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -2.31%

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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,476 25,907 31,720
As % of all permanent IT jobs advertised in the South East 89.53% 89.34% 89.06%
Number of salaries quoted 21,874 21,341 26,551
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £27,000 £27,500
90th Percentile £71,250 £68,750 £68,750
England median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +5.26%

Data Migration
Job Vacancy Trend in the South East

Job postings citing Data Migration as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Migration in the South East

Data Migration
Salary Trend in the South East

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

Salary trend for Data Migration in the South East

Data Migration
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Migration in the South East over the 6 months to 25 September 2018.

Salary histogram for Data Migration in the South East

Data Migration
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the South East region over the 6 months to 25 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
Thames Valley +57 107 £50,000 - 11
Hampshire -8 76 £43,500 +5.45% 9
Berkshire +19 67 £49,000 -2.00% 5
Oxfordshire +12 28 £65,000 +8.33% 3
Surrey -43 17 £65,000 +18.18% 4
Buckinghamshire +21 13 £56,250 +45.76% 3
West Sussex +19 11 £85,000 +88.89% 1
East Sussex -28 6 £58,000 -17.14% 2
Kent - 2 £36,250 - 5
Data Migration
England

For the 6 months to 25 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 South East region with a requirement for Data Migration.

1 219 (99.10%) Migration
2 112 (50.68%) Agile Software Development
3 92 (41.63%) SQL Server
4 75 (33.94%) ETL
5 73 (33.03%) SQL
6 70 (31.67%) Microsoft
7 65 (29.41%) Microsoft Azure
8 64 (28.96%) C#
9 61 (27.60%) T-SQL
9 61 (27.60%) Finance
10 53 (23.98%) .NET
11 49 (22.17%) Data Warehouse
12 42 (19.00%) SQL Server Reporting Services
13 40 (18.10%) Business Intelligence
14 35 (15.84%) Performance Tuning
15 33 (14.93%) Problem-Solving
16 31 (14.03%) SQL Server Integration Services
17 29 (13.12%) SAP
17 29 (13.12%) CSS
17 29 (13.12%) Data Cleansing
18 28 (12.67%) ASP.NET
18 28 (12.67%) CRM
19 27 (12.22%) Data Modelling
19 27 (12.22%) Self-Motivation
20 26 (11.76%) Analytical Skills
20 26 (11.76%) SQL Server 2012
20 26 (11.76%) Stakeholder Management
20 26 (11.76%) WCF
20 26 (11.76%) Scrum
21 25 (11.31%) SOAP

Data Migration
Co-occurring IT Skills in the South East 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 9 (4.07%) SharePoint
2 8 (3.62%) Oracle Application Server
3 3 (1.36%) Apache Spark
3 3 (1.36%) Oracle SOA Suite
3 3 (1.36%) SAS
4 2 (0.90%) Apache
4 2 (0.90%) Apache Solr
4 2 (0.90%) CICS
5 1 (0.45%) CMS
5 1 (0.45%) JBoss
5 1 (0.45%) Liferay
5 1 (0.45%) SugarCRM
5 1 (0.45%) WebSphere
Applications
1 17 (7.69%) Microsoft Excel
2 10 (4.52%) MS Visio
3 5 (2.26%) Spreadsheet
4 3 (1.36%) Microsoft Office
4 3 (1.36%) Microsoft PowerPoint
4 3 (1.36%) Microsoft Project
Business Applications
1 17 (7.69%) Dynamics CRM
2 10 (4.52%) Dynamics AX
3 9 (4.07%) Dynamics NAV
4 6 (2.71%) NetSuite
5 5 (2.26%) SAP S/4HANA
6 4 (1.81%) Dynamics GP
6 4 (1.81%) Infor SunSystems
7 3 (1.36%) SAP APO
7 3 (1.36%) SAP ERP
7 3 (1.36%) Unit4 Business World
8 2 (0.90%) Oracle Retail
8 2 (0.90%) SAP CO
8 2 (0.90%) SAP FI
8 2 (0.90%) SAP FI/CO
8 2 (0.90%) SAP FSCM
8 2 (0.90%) SAP HR
9 1 (0.45%) Payment Gateway
9 1 (0.45%) SAP HCM
9 1 (0.45%) SAP QM
9 1 (0.45%) Workday HCM
Cloud Services
1 65 (29.41%) Microsoft Azure
2 12 (5.43%) Dynamics 365
3 7 (3.17%) Amazon AWS
4 6 (2.71%) SaaS
5 5 (2.26%) Azure Active Directory
5 5 (2.26%) Office 365
6 4 (1.81%) Cloud Computing
7 2 (0.90%) Cortana Intelligence Suite
7 2 (0.90%) Slack
8 1 (0.45%) Force.com
8 1 (0.45%) Google Analytics
8 1 (0.45%) Google Cloud Platform
8 1 (0.45%) IaaS
8 1 (0.45%) OpenShift
8 1 (0.45%) PaaS
8 1 (0.45%) SuccessFactors
Communications & Networking
1 8 (3.62%) SAN
2 2 (0.90%) Firewall
3 1 (0.45%) SMS
Database & Business Intelligence
1 92 (41.63%) SQL Server
2 49 (22.17%) Data Warehouse
3 42 (19.00%) SQL Server Reporting Services
4 31 (14.03%) SQL Server Integration Services
5 26 (11.76%) SQL Server 2012
6 23 (10.41%) SQL Server Analysis Services
7 20 (9.05%) SQL Server 2000
8 18 (8.14%) SQL Server 2008
9 15 (6.79%) Big Data
10 13 (5.88%) Power BI
11 12 (5.43%) OLAP
12 11 (4.98%) MySQL
12 11 (4.98%) Oracle OLAP
13 10 (4.52%) Azure SQL Database
13 10 (4.52%) SAP Data Services
14 9 (4.07%) Hadoop
15 8 (3.62%) OLTP
15 8 (3.62%) Oracle Database
15 8 (3.62%) SQLPlus
15 8 (3.62%) Star Schema
Development Applications
1 17 (7.69%) JIRA
2 12 (5.43%) LSMW
3 7 (3.17%) Visual Studio
4 5 (2.26%) Team Foundation Server
5 4 (1.81%) eCATT
6 1 (0.45%) Redmine
6 1 (0.45%) Subversion
General
1 61 (27.60%) Finance
2 23 (10.41%) Banking
3 12 (5.43%) Retail
4 11 (4.98%) Publishing
5 9 (4.07%) Marketing
6 7 (3.17%) Billing
7 6 (2.71%) Manufacturing
8 2 (0.90%) General Ledger
8 2 (0.90%) Legal
8 2 (0.90%) Local Government
8 2 (0.90%) Telecoms
9 1 (0.45%) Brand Awareness
9 1 (0.45%) Financial Institution
9 1 (0.45%) French Language
9 1 (0.45%) German Language
Job Titles
1 76 (34.39%) Developer
2 29 (13.12%) Architect
3 25 (11.31%) .NET Developer
4 24 (10.86%) Analyst
4 24 (10.86%) SQL Developer
5 23 (10.41%) Project Manager
6 21 (9.50%) SQL Server Developer
7 20 (9.05%) Consultant
7 20 (9.05%) Data Warehouse Developer
7 20 (9.05%) SQL Server Data Warehouse Developer
8 17 (7.69%) Data Architect
8 17 (7.69%) Team Leader
9 15 (6.79%) .NET Development Team Leader
9 15 (6.79%) .NET Team Leader
9 15 (6.79%) Development Team Leader
10 12 (5.43%) Data Engineer
10 12 (5.43%) Data Migration Engineer
10 12 (5.43%) DBA
10 12 (5.43%) Migration Engineer
10 12 (5.43%) Solutions Architect
Libraries, Frameworks & Software Standards
1 53 (23.98%) .NET
2 29 (13.12%) CSS
3 28 (12.67%) ASP.NET
4 26 (11.76%) WCF
5 25 (11.31%) SOAP
6 24 (10.86%) jQuery
7 22 (9.95%) AngularJS
8 13 (5.88%) Web Services
9 10 (4.52%) Middleware
10 9 (4.07%) IDoc
11 8 (3.62%) BAPI
11 8 (3.62%) Visualforce
12 6 (2.71%) HTML
13 5 (2.26%) ASP.NET Web API
13 5 (2.26%) Redux
13 5 (2.26%) RESTful
14 4 (1.81%) EDI
14 4 (1.81%) XML
15 3 (1.36%) Kafka
16 2 (0.90%) Software Packaging
Miscellaneous
1 27 (12.22%) Self-Motivation
2 26 (11.76%) Analytical Skills
3 11 (4.98%) Clustering
4 8 (3.62%) User Experience
5 7 (3.17%) Taxonomies
6 4 (1.81%) Enterprise Software
6 4 (1.81%) FMCG
6 4 (1.81%) LIMS
7 3 (1.36%) Hybrid Cloud
7 3 (1.36%) Replication
8 2 (0.90%) Data Centre
8 2 (0.90%) Data Structures
8 2 (0.90%) Greenfield Project
8 2 (0.90%) Mainframe
9 1 (0.45%) Driving Licence
9 1 (0.45%) Learning Management System
9 1 (0.45%) Virtual Team
9 1 (0.45%) VSAM
Operating Systems
1 18 (8.14%) Windows
2 13 (5.88%) Linux
3 10 (4.52%) Windows Server
4 8 (3.62%) Unix
5 2 (0.90%) Red Hat Enterprise Linux
6 1 (0.45%) OpenVMS
6 1 (0.45%) VMS
6 1 (0.45%) Windows 7
Processes & Methodologies
1 219 (99.10%) Migration
2 112 (50.68%) Agile Software Development
3 75 (33.94%) ETL
4 40 (18.10%) Business Intelligence
5 35 (15.84%) Performance Tuning
6 33 (14.93%) Problem-Solving
7 29 (13.12%) Data Cleansing
8 28 (12.67%) CRM
9 27 (12.22%) Data Modelling
10 26 (11.76%) Scrum
10 26 (11.76%) Stakeholder Management
11 23 (10.41%) Asset Management
11 23 (10.41%) Data Architecture
11 23 (10.41%) Project Management
12 22 (9.95%) Data Integration
12 22 (9.95%) MVC
13 20 (9.05%) ERP
13 20 (9.05%) Kimball Methodology
14 19 (8.60%) Data Analysis
14 19 (8.60%) Waterfall
Programming Languages
1 73 (33.03%) SQL
2 64 (28.96%) C#
3 61 (27.60%) T-SQL
4 20 (9.05%) VB.NET
5 13 (5.88%) JavaScript
6 12 (5.43%) Apex Code
7 10 (4.52%) Java
7 10 (4.52%) PL/SQL
7 10 (4.52%) VBA
8 9 (4.07%) ABAP
9 5 (2.26%) TypeScript
9 5 (2.26%) VB
9 5 (2.26%) VB6
10 4 (1.81%) Python
11 2 (0.90%) COBOL
11 2 (0.90%) Perl
12 1 (0.45%) C++
12 1 (0.45%) SOQL
12 1 (0.45%) SOSL
12 1 (0.45%) XAML
Qualifications
1 23 (10.41%) Degree
2 12 (5.43%) SC Cleared
2 12 (5.43%) Security Cleared
3 5 (2.26%) PRINCE2 Practitioner
4 3 (1.36%) PMI Certification
4 3 (1.36%) PMP
4 3 (1.36%) TOGAF Certification
5 2 (0.90%) CCNP
5 2 (0.90%) Cisco Certification
5 2 (0.90%) CWNA
5 2 (0.90%) ISTQB
5 2 (0.90%) ISTQB Foundation Certification
5 2 (0.90%) JNCIP
6 1 (0.45%) Computer Science Degree
6 1 (0.45%) MCP
6 1 (0.45%) MCSE
6 1 (0.45%) Microsoft Certification
6 1 (0.45%) PRINCE2 Certification
Quality Assurance & Compliance
1 19 (8.60%) Data Quality
2 8 (3.62%) QA
3 1 (0.45%) PMO
3 1 (0.45%) SLA
System Software
1 7 (3.17%) Active Directory
2 3 (1.36%) Docker
3 2 (0.90%) Virtual Machines
4 1 (0.45%) VMware ESXi
4 1 (0.45%) VMware Infrastructure
Systems Management
1 8 (3.62%) Data Guard
2 4 (1.81%) Opscode Chef
2 4 (1.81%) Puppet
3 2 (0.90%) HP Quality Center
3 2 (0.90%) Microsoft Clustering
3 2 (0.90%) Systems Management Server (SMS)
3 2 (0.90%) Terraform
4 1 (0.45%) Hadoop YARN
4 1 (0.45%) SCCM
Vendors
1 70 (31.67%) Microsoft
2 29 (13.12%) SAP
3 22 (9.95%) Oracle
4 12 (5.43%) Salesforce.com
5 8 (3.62%) Sybase
6 5 (2.26%) Informatica
6 5 (2.26%) Workday
7 4 (1.81%) CODA
8 3 (1.36%) Red Hat
8 3 (1.36%) ServiceNow
8 3 (1.36%) Unisys
9 2 (0.90%) Cognizant
9 2 (0.90%) Databricks
9 2 (0.90%) Epicor
9 2 (0.90%) Google
9 2 (0.90%) JD Edwards
9 2 (0.90%) MapR
9 2 (0.90%) PeopleSoft
10 1 (0.45%) IBM
10 1 (0.45%) VocaLink