Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
England > South East
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 309 364 340
Rank change year-on-year +55 -24 -23
Permanent jobs citing Data Migration 269 246 353
As % of all permanent IT jobs advertised in the South East 0.87% 0.70% 0.84%
As % of the Processes & Methodologies category 1.00% 0.80% 0.96%
Number of salaries quoted 141 173 266
South East median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% -14.29%
10th Percentile £32,500 £30,533 £27,500
90th Percentile £78,000 £75,000 £76,875
England median annual salary £52,500 £52,500 £52,500

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 26911 30785 36727
As % of all permanent IT jobs advertised in the South East 87.45% 87.46% 86.96%
Number of salaries quoted 22139 25549 30361
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 22 November 2017.

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 22 November 2017. 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 +26 86 £50,000 -4.76% 9
Hampshire +43 76 £52,500 -12.50% 7
Surrey +6 74 £55,000 +15.79% 3
Berkshire +28 48 £50,000 -20.00% 1
Oxfordshire 0 28 £45,000 -10.00% 8
East Sussex +1 18 £60,000 +50.00% 3
Buckinghamshire +2 10 £60,000 +60.00%
Kent +19 3 £50,000 +42.86% 2
West Sussex -7 3 £36,250 -46.30% 3
Sussex - 3 - -
Middlesex +15 2 £37,500 -
M4 Corridor - 1 £50,000 -
Data Migration
England

For the 6 months to 22 November 2017, IT jobs citing Data Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Data Migration.

1 268 (99.63%) Migration
2 123 (45.72%) SAP
3 84 (31.23%) ETL
4 71 (26.39%) Finance
5 65 (24.16%) SQL
6 59 (21.93%) Project Management
7 58 (21.56%) Business Intelligence
8 55 (20.45%) Data Cleansing
8 55 (20.45%) Risk Identification and Mitigation
9 49 (18.22%) Risk Management
9 49 (18.22%) Agile Software Development
9 49 (18.22%) Business Development
10 47 (17.47%) Legal
10 47 (17.47%) Coaching
11 46 (17.10%) Business Transformation
12 43 (15.99%) Data Management
13 42 (15.61%) ABAP
14 40 (14.87%) Data Modelling
14 40 (14.87%) SAP Data Services
15 39 (14.50%) Data Analysis
16 37 (13.75%) Oracle
16 37 (13.75%) SQL Server
17 36 (13.38%) Analytical Skills
18 33 (12.27%) Microsoft
18 33 (12.27%) Data Warehouse
19 31 (11.52%) SQL Server Reporting Services
19 31 (11.52%) Data Quality
20 28 (10.41%) CRM
20 28 (10.41%) BusinessObjects
21 26 (9.67%) LSMW

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 5 (1.86%) Apache
2 4 (1.49%) SharePoint
3 2 (0.74%) Apache Spark
4 1 (0.37%) IBM Notes
4 1 (0.37%) OpenStack
4 1 (0.37%) SharePoint 2010
4 1 (0.37%) SharePoint 2013
Applications
1 20 (7.43%) Microsoft Excel
2 5 (1.86%) Microsoft Office
3 4 (1.49%) Microsoft PowerPoint
4 3 (1.12%) Microsoft Project
5 1 (0.37%) Spreadsheet
Business Applications
1 16 (5.95%) SAP CS
1 16 (5.95%) SAP MM
1 16 (5.95%) SAP Oil and Gas
1 16 (5.95%) SAP PM
1 16 (5.95%) SAP QM
2 9 (3.35%) SAP EWM
2 9 (3.35%) SAP S/4HANA
3 6 (2.23%) SAP CO
3 6 (2.23%) SAP FI
3 6 (2.23%) SAP FI/CO
4 4 (1.49%) Salesforce.com CRM
4 4 (1.49%) SAP WM
5 2 (0.74%) Bond Adapt
5 2 (0.74%) Dynamics CRM
5 2 (0.74%) Epicor Vantage
5 2 (0.74%) Sage X3
6 1 (0.37%) Cognos Business Intelligence
6 1 (0.37%) Dynamics AX
6 1 (0.37%) NetSuite
6 1 (0.37%) SAP Business One
Cloud Services
1 18 (6.69%) Amazon AWS
2 17 (6.32%) Microsoft Azure
3 6 (2.23%) Force.com
4 5 (1.86%) Amazon EC2
4 5 (1.86%) Amazon ELB
4 5 (1.86%) Amazon S3
4 5 (1.86%) Route 53
5 3 (1.12%) Office 365
6 2 (0.74%) IaaS
6 2 (0.74%) PaaS
6 2 (0.74%) SaaS
6 2 (0.74%) Salesforce Sales Cloud
6 2 (0.74%) Salesforce Service Cloud
7 1 (0.37%) Akamai
7 1 (0.37%) Dynamics 365
Communications & Networking
1 5 (1.86%) Firewall
1 5 (1.86%) FTP
1 5 (1.86%) SNMP
1 5 (1.86%) SSL
1 5 (1.86%) VPN
2 1 (0.37%) FCoE
2 1 (0.37%) Fibre Channel
2 1 (0.37%) iSCSI
2 1 (0.37%) NAS
Database & Business Intelligence
1 40 (14.87%) SAP Data Services
2 37 (13.75%) SQL Server
3 33 (12.27%) Data Warehouse
4 31 (11.52%) SQL Server Reporting Services
5 28 (10.41%) BusinessObjects
6 25 (9.29%) SQL Server Integration Services
7 21 (7.81%) DataStage
8 14 (5.20%) MySQL
9 12 (4.46%) SQL Server Analysis Services
10 11 (4.09%) Big Data
10 11 (4.09%) BODI
10 11 (4.09%) BusinessObjects Business Intelligence
10 11 (4.09%) MS Access
10 11 (4.09%) SAP HANA
11 10 (3.72%) Hadoop
12 9 (3.35%) Amazon RDS
12 9 (3.35%) DB2
13 8 (2.97%) SAP BW
14 7 (2.60%) NoSQL
14 7 (2.60%) QlikView
Development Applications
1 26 (9.67%) LSMW
2 14 (5.20%) eCATT
3 6 (2.23%) Jenkins
3 6 (2.23%) Toad
4 5 (1.86%) Ant
4 5 (1.86%) Maven
4 5 (1.86%) Sonatype Nexus
5 2 (0.74%) ERwin
5 2 (0.74%) Talend Open Studio
6 1 (0.37%) Git (software)
6 1 (0.37%) SQL Server Management Studio (SSMS)
General
1 71 (26.39%) Finance
2 47 (17.47%) Legal
3 21 (7.81%) Retail
4 19 (7.06%) Manufacturing
5 13 (4.83%) Marketing
6 10 (3.72%) Billing
7 9 (3.35%) Banking
8 7 (2.60%) Publishing
9 6 (2.23%) General Ledger
10 2 (0.74%) Automotive
11 1 (0.37%) Advertising
11 1 (0.37%) Law
11 1 (0.37%) Local Government
Job Titles
1 72 (26.77%) Consultant
2 53 (19.70%) Analyst
3 48 (17.84%) SAP Consultant
4 46 (17.10%) Developer
5 28 (10.41%) Data Analyst
6 26 (9.67%) Architect
6 26 (9.67%) SAP Developer
7 23 (8.55%) Data Manager
8 21 (7.81%) SAP Manager
9 20 (7.43%) SAP Data Manager
10 17 (6.32%) Administrator
11 16 (5.95%) Data Migration Manager
11 16 (5.95%) Migration Manager
11 16 (5.95%) SAP PM Consultant
12 15 (5.58%) Data Migration Lead
12 15 (5.58%) SAP Data Migration Lead
12 15 (5.58%) SAP Data Migration Manager
13 12 (4.46%) SAP Analyst
13 12 (4.46%) SAP Data Analyst
13 12 (4.46%) Technical Architect
Libraries, Frameworks & Software Standards
1 20 (7.43%) SOAP
2 15 (5.58%) EDI
2 15 (5.58%) IDoc
3 14 (5.20%) REST
3 14 (5.20%) Web Services
4 12 (4.46%) .NET
4 12 (4.46%) Visualforce
5 10 (3.72%) CSS
6 8 (2.97%) ASP.NET
7 7 (2.60%) AngularJS
8 6 (2.23%) HTML
9 5 (1.86%) HTML5
9 5 (1.86%) jQuery
9 5 (1.86%) LAMP
9 5 (1.86%) MDX
9 5 (1.86%) SAP CO-PA
9 5 (1.86%) WCF
10 3 (1.12%) WinForms
11 2 (0.74%) XML
12 1 (0.37%) Flash
Miscellaneous
1 36 (13.38%) Analytical Skills
2 16 (5.95%) Data Structures
3 12 (4.46%) NHS
4 10 (3.72%) LIMS
5 8 (2.97%) Computer Science
5 8 (2.97%) Data Centre
6 7 (2.60%) Driving Licence
7 5 (1.86%) Management Information System
7 5 (1.86%) Replication
8 4 (1.49%) Mainframe
9 3 (1.12%) Fintech
10 2 (0.74%) Hybrid Cloud
10 2 (0.74%) Linux Command Line
10 2 (0.74%) User Experience
11 1 (0.37%) Celerra
11 1 (0.37%) CMDB
11 1 (0.37%) Credit Risk
11 1 (0.37%) EMC VNX
11 1 (0.37%) Life Science
11 1 (0.37%) Mobile App
Operating Systems
1 10 (3.72%) Windows
2 9 (3.35%) Linux
2 9 (3.35%) Unix
3 5 (1.86%) Red Hat Enterprise Linux
4 4 (1.49%) MVS
5 3 (1.12%) Windows Server
6 1 (0.37%) Windows 10
Processes & Methodologies
1 268 (99.63%) Migration
2 84 (31.23%) ETL
3 59 (21.93%) Project Management
4 58 (21.56%) Business Intelligence
5 55 (20.45%) Data Cleansing
5 55 (20.45%) Risk Identification and Mitigation
6 49 (18.22%) Agile Software Development
6 49 (18.22%) Business Development
6 49 (18.22%) Risk Management
7 47 (17.47%) Coaching
8 46 (17.10%) Business Transformation
9 43 (15.99%) Data Management
10 40 (14.87%) Data Modelling
11 39 (14.50%) Data Analysis
12 28 (10.41%) CRM
13 26 (9.67%) Data Conversion
14 25 (9.29%) Data Integration
15 24 (8.92%) System Testing
16 21 (7.81%) Continuous Improvement
16 21 (7.81%) Customer Requirements
Programming Languages
1 65 (24.16%) SQL
2 42 (15.61%) ABAP
3 21 (7.81%) C#
4 14 (5.20%) Python
5 13 (4.83%) JavaScript
6 12 (4.46%) Apex Code
6 12 (4.46%) Java
7 7 (2.60%) T-SQL
8 6 (2.23%) PowerShell
9 5 (1.86%) Bash Shell
9 5 (1.86%) PHP
9 5 (1.86%) Ruby
9 5 (1.86%) VB.NET
10 4 (1.49%) C
10 4 (1.49%) C++
10 4 (1.49%) JCL
11 3 (1.12%) COBOL
11 3 (1.12%) MATLAB
12 1 (0.37%) PL/SQL
Qualifications
1 14 (5.20%) Degree
2 13 (4.83%) Security Cleared
3 6 (2.23%) Novell Certification
4 4 (1.49%) MBA
5 2 (0.74%) Microsoft Certification
5 2 (0.74%) PRINCE2 Certification
6 1 (0.37%) Computer Science Degree
6 1 (0.37%) DBS Check
6 1 (0.37%) ITIL Certification
6 1 (0.37%) ITIL Foundation Certificate
6 1 (0.37%) MCTS
6 1 (0.37%) SC Cleared
Quality Assurance & Compliance
1 31 (11.52%) Data Quality
2 6 (2.23%) QA
3 4 (1.49%) GDPR
4 1 (0.37%) Solvency II
System Software
1 1 (0.37%) Docker
1 1 (0.37%) Hyper-V
1 1 (0.37%) NFS
Systems Management
1 6 (2.23%) Ansible
2 5 (1.86%) Opscode Chef
2 5 (1.86%) Puppet
3 2 (0.74%) Oozie
4 1 (0.37%) BMC PATROL
4 1 (0.37%) Kubernetes
4 1 (0.37%) SCCM
4 1 (0.37%) Systems Management Server (SMS)
Vendors
1 123 (45.72%) SAP
2 37 (13.75%) Oracle
3 33 (12.27%) Microsoft
4 20 (7.43%) Informatica
5 18 (6.69%) Salesforce.com
6 16 (5.95%) ClickSoftware Technologies
7 12 (4.46%) Tableau
8 7 (2.60%) Sybase
9 6 (2.23%) IBM
10 5 (1.86%) Cognos
11 4 (1.49%) JDA
12 3 (1.12%) Cloudera
12 3 (1.12%) Epicor
13 2 (0.74%) Ab Initio
13 2 (0.74%) EMC
13 2 (0.74%) HP
13 2 (0.74%) Pardot
13 2 (0.74%) Sage
13 2 (0.74%) Salesforce Marketing Cloud
13 2 (0.74%) Talend