Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Data Migration
England > South East
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 346 324 371
Rank change year-on-year -22 +47 -22
Permanent jobs citing Data Migration 210 264 243
As % of all permanent IT jobs advertised in the South East 0.73% 0.86% 0.69%
As % of the Processes & Methodologies category 0.81% 0.96% 0.77%
Number of salaries quoted 157 140 169
South East median annual salary £50,000 £52,500 £48,000
Median salary % change year-on-year -4.76% +9.38% +6.67%
10th Percentile £29,150 £32,500 £30,050
90th Percentile £80,000 £78,375 £75,000
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -

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 25,816 27,423 31,416
As % of all permanent IT jobs advertised in the South East 90.27% 89.54% 89.27%
Number of salaries quoted 21,280 22,635 26,097
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,500 £27,500 £27,500
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 17 November 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 17 November 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 +18 87 £50,000 - 9
Hampshire +3 69 £50,000 -4.76% 13
Berkshire +2 47 £45,000 -10.00% 5
Oxfordshire +6 29 £65,000 +44.44%
West Sussex +10 15 £85,000 +88.89% 1
Surrey -23 14 £65,000 +18.18% 8
Buckinghamshire +26 12 £47,500 -20.83% 4
East Sussex -11 11 £53,500 -10.83% 2
Kent +31 10 £35,000 -36.36% 2
Data Migration
England

For the 6 months to 17 November 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.

1 208 (99.05%) Migration
2 92 (43.81%) Agile Software Development
3 65 (30.95%) ETL
4 62 (29.52%) SQL Server
5 58 (27.62%) SQL
6 57 (27.14%) Microsoft
7 52 (24.76%) Finance
8 49 (23.33%) C#
8 49 (23.33%) Microsoft Azure
9 41 (19.52%) Data Warehouse
10 39 (18.57%) .NET
11 38 (18.10%) Business Intelligence
12 35 (16.67%) SAP
13 33 (15.71%) Stakeholder Management
14 32 (15.24%) Analytical Skills
15 31 (14.76%) Data Modelling
16 30 (14.29%) CRM
17 29 (13.81%) T-SQL
17 29 (13.81%) Degree
18 28 (13.33%) Data Integration
18 28 (13.33%) Problem-Solving
19 26 (12.38%) Project Management
19 26 (12.38%) Data Architecture
20 25 (11.90%) Middleware
20 25 (11.90%) Oracle
20 25 (11.90%) Scrum
21 24 (11.43%) SQL Server Reporting Services
21 24 (11.43%) CSS
21 24 (11.43%) Data Quality
22 23 (10.95%) WCF

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 14 (6.67%) SharePoint
2 7 (3.33%) Oracle Application Server
3 2 (0.95%) Apache
3 2 (0.95%) Apache Solr
3 2 (0.95%) Apache Spark
3 2 (0.95%) CICS
3 2 (0.95%) Oracle SOA Suite
3 2 (0.95%) SAS
4 1 (0.48%) JBoss
4 1 (0.48%) WebSphere
Applications
1 23 (10.95%) Microsoft Excel
2 8 (3.81%) MS Visio
3 7 (3.33%) Microsoft PowerPoint
4 5 (2.38%) Microsoft Office
4 5 (2.38%) Spreadsheet
5 4 (1.90%) Microsoft Project
Business Applications
1 13 (6.19%) Dynamics CRM
1 13 (6.19%) Dynamics NAV
2 12 (5.71%) Dynamics AX
3 9 (4.29%) NetSuite
4 8 (3.81%) Dynamics GP
4 8 (3.81%) Infor SunSystems
5 6 (2.86%) SAP S/4HANA
6 4 (1.90%) SAP ERP
7 3 (1.43%) SAP APO
8 2 (0.95%) Oracle Retail
8 2 (0.95%) SAP CO
8 2 (0.95%) SAP FI
8 2 (0.95%) SAP FI/CO
8 2 (0.95%) SAP FSCM
8 2 (0.95%) SAP HR
8 2 (0.95%) Unit4 Business World
9 1 (0.48%) Oracle Applications
9 1 (0.48%) Oracle EBS R12
9 1 (0.48%) Payment Gateway
9 1 (0.48%) SAP QM
Cloud Services
1 49 (23.33%) Microsoft Azure
2 8 (3.81%) Dynamics 365
3 7 (3.33%) Amazon AWS
3 7 (3.33%) Azure Active Directory
3 7 (3.33%) Office 365
4 6 (2.86%) SaaS
5 3 (1.43%) Cloud Computing
6 2 (0.95%) Cortana Intelligence Suite
6 2 (0.95%) PaaS
7 1 (0.48%) Boomi
7 1 (0.48%) Google Cloud Platform
7 1 (0.48%) IaaS
7 1 (0.48%) OpenShift
7 1 (0.48%) Slack
Communications & Networking
1 7 (3.33%) SAN
2 2 (0.95%) Firewall
3 1 (0.48%) SMS
3 1 (0.48%) VPN
Database & Business Intelligence
1 62 (29.52%) SQL Server
2 41 (19.52%) Data Warehouse
3 24 (11.43%) SQL Server Reporting Services
4 20 (9.52%) SQL Server Integration Services
5 18 (8.57%) Big Data
6 16 (7.62%) MySQL
7 13 (6.19%) Power BI
8 12 (5.71%) Star Schema
9 11 (5.24%) BusinessObjects
10 10 (4.76%) SAP Data Services
11 9 (4.29%) Azure SQL Database
11 9 (4.29%) Cosmos DB
11 9 (4.29%) OLAP
11 9 (4.29%) Oracle OLAP
12 8 (3.81%) Hadoop
12 8 (3.81%) Oracle Database
12 8 (3.81%) SQL Server 2008
13 7 (3.33%) OLTP
13 7 (3.33%) SQLPlus
14 5 (2.38%) DataStage
Development Applications
1 18 (8.57%) JIRA
2 14 (6.67%) LSMW
3 8 (3.81%) Visual Studio
4 7 (3.33%) Team Foundation Server
5 4 (1.90%) eCATT
5 4 (1.90%) Git (software)
5 4 (1.90%) PHPUnit
5 4 (1.90%) Selenium
6 2 (0.95%) Visual Studio Team System
7 1 (0.48%) Subversion
General
1 52 (24.76%) Finance
2 11 (5.24%) Retail
3 8 (3.81%) Publishing
4 7 (3.33%) Marketing
5 6 (2.86%) Banking
5 6 (2.86%) Billing
5 6 (2.86%) Manufacturing
6 3 (1.43%) General Ledger
6 3 (1.43%) Telecoms
7 1 (0.48%) Back Office
7 1 (0.48%) Brand Awareness
7 1 (0.48%) Financial Institution
7 1 (0.48%) French Language
7 1 (0.48%) German Language
7 1 (0.48%) Legal
Job Titles
1 62 (29.52%) Developer
2 28 (13.33%) Project Manager
3 27 (12.86%) Analyst
3 27 (12.86%) Architect
4 23 (10.95%) .NET Developer
5 19 (9.05%) Data Architect
6 16 (7.62%) Consultant
6 16 (7.62%) DBA
7 13 (6.19%) C# Developer
7 13 (6.19%) Enterprise Architect
8 12 (5.71%) Enterprise Data Architect
9 11 (5.24%) Data Analyst
10 10 (4.76%) Administrator
11 9 (4.29%) Solutions Architect
12 8 (3.81%) C# Software Engineer
12 8 (3.81%) IT Manager
12 8 (3.81%) Migration Engineer
12 8 (3.81%) Salesforce Developer
12 8 (3.81%) Software Engineer
12 8 (3.81%) Technical Leader
Libraries, Frameworks & Software Standards
1 39 (18.57%) .NET
2 25 (11.90%) Middleware
3 24 (11.43%) CSS
4 23 (10.95%) WCF
5 22 (10.48%) ASP.NET
6 19 (9.05%) jQuery
7 15 (7.14%) SOAP
8 14 (6.67%) AngularJS
9 11 (5.24%) HTML
9 11 (5.24%) Web Services
10 9 (4.29%) BAPI
10 9 (4.29%) IDoc
11 8 (3.81%) Visualforce
12 7 (3.33%) Redux
13 5 (2.38%) ASP.NET Web API
13 5 (2.38%) WinForms
14 4 (1.90%) LAMP
14 4 (1.90%) SAP Smart Forms
14 4 (1.90%) SAP XI
14 4 (1.90%) Web Dynpro
Miscellaneous
1 32 (15.24%) Analytical Skills
2 18 (8.57%) Self-Motivation
3 13 (6.19%) User Experience
4 12 (5.71%) Clustering
4 12 (5.71%) Taxonomies
5 6 (2.86%) Greenfield Project
6 5 (2.38%) Data Structures
6 5 (2.38%) Replication
7 4 (1.90%) LIMS
8 3 (1.43%) FMCG
8 3 (1.43%) Hybrid Cloud
9 2 (0.95%) Data Centre
9 2 (0.95%) Enterprise Software
9 2 (0.95%) Mainframe
10 1 (0.48%) Computer Science
10 1 (0.48%) Driving Licence
10 1 (0.48%) VSAM
Operating Systems
1 19 (9.05%) Windows
2 14 (6.67%) Linux
3 11 (5.24%) Windows Server
4 8 (3.81%) Unix
5 4 (1.90%) Red Hat Enterprise Linux
6 2 (0.95%) Windows 7
7 1 (0.48%) OpenVMS
7 1 (0.48%) VMS
Processes & Methodologies
1 208 (99.05%) Migration
2 92 (43.81%) Agile Software Development
3 65 (30.95%) ETL
4 38 (18.10%) Business Intelligence
5 33 (15.71%) Stakeholder Management
6 31 (14.76%) Data Modelling
7 30 (14.29%) CRM
8 28 (13.33%) Data Integration
8 28 (13.33%) Problem-Solving
9 26 (12.38%) Data Architecture
9 26 (12.38%) Project Management
10 25 (11.90%) Scrum
11 20 (9.52%) Waterfall
12 19 (9.05%) Data Analysis
12 19 (9.05%) ERP
13 18 (8.57%) Performance Tuning
13 18 (8.57%) PRINCE2
13 18 (8.57%) SDLC
14 17 (8.10%) Mentoring
15 16 (7.62%) Data Governance
Programming Languages
1 58 (27.62%) SQL
2 49 (23.33%) C#
3 29 (13.81%) T-SQL
4 18 (8.57%) JavaScript
5 14 (6.67%) Java
6 13 (6.19%) ABAP
7 12 (5.71%) Apex Code
8 8 (3.81%) PL/SQL
8 8 (3.81%) VBA
9 7 (3.33%) TypeScript
10 5 (2.38%) VB
10 5 (2.38%) VB.NET
11 4 (1.90%) PHP
12 3 (1.43%) Python
13 2 (0.95%) COBOL
13 2 (0.95%) Perl
14 1 (0.48%) C
14 1 (0.48%) C++
14 1 (0.48%) Ruby
14 1 (0.48%) Scala
Qualifications
1 29 (13.81%) Degree
2 11 (5.24%) Security Cleared
3 9 (4.29%) SC Cleared
4 5 (2.38%) PRINCE2 Practitioner
5 3 (1.43%) PMI Certification
5 3 (1.43%) PMP
5 3 (1.43%) TOGAF Certification
6 2 (0.95%) CCNP
6 2 (0.95%) Cisco Certification
6 2 (0.95%) Computer Science Degree
6 2 (0.95%) CWNA
6 2 (0.95%) ISTQB
6 2 (0.95%) ISTQB Foundation Certification
6 2 (0.95%) JNCIP
7 1 (0.48%) MCP
7 1 (0.48%) MCSE
7 1 (0.48%) Microsoft Certification
Quality Assurance & Compliance
1 24 (11.43%) Data Quality
2 8 (3.81%) QA
3 1 (0.48%) Sarbanes-Oxley
3 1 (0.48%) SLA
System Software
1 10 (4.76%) Active Directory
2 2 (0.95%) Docker
2 2 (0.95%) Virtual Machines
3 1 (0.48%) Oracle RAC
3 1 (0.48%) VMware ESXi
3 1 (0.48%) VMware Infrastructure
Systems Management
1 8 (3.81%) Data Guard
2 4 (1.90%) Microsoft Clustering
2 4 (1.90%) Puppet
3 3 (1.43%) Opscode Chef
4 2 (0.95%) SCCM
4 2 (0.95%) Systems Management Server (SMS)
4 2 (0.95%) Terraform
5 1 (0.48%) Ansible
5 1 (0.48%) Oracle RMAN
Vendors
1 57 (27.14%) Microsoft
2 35 (16.67%) SAP
3 25 (11.90%) Oracle
4 13 (6.19%) Salesforce.com
5 9 (4.29%) Workday
6 8 (3.81%) CODA
7 7 (3.33%) Sybase
8 5 (2.38%) Informatica
8 5 (2.38%) Red Hat
8 5 (2.38%) Tableau
9 4 (1.90%) Adobe
9 4 (1.90%) ServiceNow
10 3 (1.43%) Unisys
11 2 (0.95%) Cognizant
11 2 (0.95%) Databricks
11 2 (0.95%) PeopleSoft
11 2 (0.95%) VMware
12 1 (0.48%) Dell
12 1 (0.48%) Google
12 1 (0.48%) IBM