Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 July 2017

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 July 2017 with a comparison to the same period in the previous 2 years.

Data Migration
England > Midlands
6 months to
22 Jul 2017		 Same period 2016 Same period 2015
Rank 283 312 320
Rank change year-on-year +29 +8 -20
Permanent jobs citing Data Migration 116 125 113
As % of all permanent IT jobs advertised in the Midlands 0.74% 0.66% 0.61%
As % of the Processes & Methodologies category 0.83% 0.74% 0.70%
Number of salaries quoted 78 82 96
Midlands median annual salary £42,500 £52,500 £42,250
Median salary % change year-on-year -19.05% +24.26% -6.63%
10th Percentile £31,250 £31,600 £25,000
90th Percentile £70,000 £74,750 £76,250
England median annual salary £52,500 £52,500 £52,500

Data Migration is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
Midlands
Permanent job vacancies with a requirement for process and methodology skills 13977 16780 16224
As % of all permanent IT job vacancies advertised in the Midlands 88.81% 88.25% 86.87%
Number of salaries quoted 11441 13251 13332
Midlands median annual salary £41,000 £40,000 £40,000
Median salary % change year-on-year +2.50% - -
10th Percentile £26,250 £24,750 £24,025
90th Percentile £62,500 £63,750 £62,500
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 Midlands

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

Job vacancy trend for Data Migration in the Midlands

Data Migration
Salary Trend in the Midlands

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

Salary trend for Data Migration in the Midlands

Data Migration
Salary Histogram in the Midlands

The salary distribution of IT jobs citing Data Migration in the Midlands over the 6 months to 22 July 2017.

Salary histogram for Data Migration in the Midlands

Data Migration
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the Midlands region over the 6 months to 22 July 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
West Midlands +49 89 £41,525 -7.72% 5
East Midlands -17 24 £50,000 -9.09% 6
Data Migration
England

For the 6 months to 22 July 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 Midlands region with a requirement for Data Migration.

1 116 (100.00%) Migration
2 44 (37.93%) SQL
3 29 (25.00%) SQL Server
4 28 (24.14%) Finance
5 27 (23.28%) Business Intelligence
6 25 (21.55%) Data Warehouse
6 25 (21.55%) SAP
7 24 (20.69%) Microsoft
8 21 (18.10%) Stakeholder Management
9 20 (17.24%) Analytics
9 20 (17.24%) Analytical Skills
10 19 (16.38%) Agile Software Development
11 17 (14.66%) Degree
11 17 (14.66%) ERP
11 17 (14.66%) Continuous Improvement
12 16 (13.79%) ABAP
12 16 (13.79%) TOGAF
12 16 (13.79%) SQL Server Reporting Services
13 15 (12.93%) LSMW
13 15 (12.93%) SQL Server Integration Services
13 15 (12.93%) .NET
13 15 (12.93%) Data Acquisition
13 15 (12.93%) IDoc
14 14 (12.07%) T-SQL
14 14 (12.07%) ETL
15 13 (11.21%) HTML
15 13 (11.21%) C#
15 13 (11.21%) SOAP
15 13 (11.21%) Data Integration
16 12 (10.34%) Project Planning

Data Migration
Co-occurring IT Skills in the Midlands 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 6 (5.17%) WebLogic
1 6 (5.17%) WebSphere
1 6 (5.17%) WebSphere Application Server
2 4 (3.45%) SharePoint
3 3 (2.59%) SAS
4 2 (1.72%) CMS
4 2 (1.72%) Oracle Workflow
4 2 (1.72%) WordPress
5 1 (0.86%) Apache
Applications
1 7 (6.03%) Microsoft Office
2 5 (4.31%) Microsoft Project
3 3 (2.59%) Microsoft Excel
3 3 (2.59%) SPSS
4 2 (1.72%) MS Visio
5 1 (0.86%) Adobe Creative Suite
Business Applications
1 6 (5.17%) Dynamics AX
1 6 (5.17%) Dynamics CRM
2 2 (1.72%) Infor M3
2 2 (1.72%) Oracle EBS
2 2 (1.72%) SAP S/4HANA
3 1 (0.86%) Dynamics GP
3 1 (0.86%) Dynamics NAV
3 1 (0.86%) NetSuite
3 1 (0.86%) Oracle Assets
3 1 (0.86%) SAP CO
3 1 (0.86%) SAP FI
3 1 (0.86%) SAP FI/CO
3 1 (0.86%) SAP QM
3 1 (0.86%) Scribe Insight
Cloud Services
1 7 (6.03%) Dynamics 365
2 5 (4.31%) Microsoft Azure
3 2 (1.72%) Amazon AWS
Communications & Networking
1 7 (6.03%) HTTP
2 2 (1.72%) FCoE
2 2 (1.72%) Fibre Channel
2 2 (1.72%) Intranet
2 2 (1.72%) iSCSI
2 2 (1.72%) NAS
3 1 (0.86%) DNS
3 1 (0.86%) Firewall
3 1 (0.86%) IMAP
3 1 (0.86%) SMTP
Database & Business Intelligence
1 29 (25.00%) SQL Server
2 25 (21.55%) Data Warehouse
3 16 (13.79%) SQL Server Reporting Services
4 15 (12.93%) SQL Server Integration Services
5 8 (6.90%) SQL Server 2005
6 7 (6.03%) SQL Server Analysis Services
7 4 (3.45%) SQL Server 2000
7 4 (3.45%) SQL Server 2008
7 4 (3.45%) Sybase ASE
8 3 (2.59%) Big Data
8 3 (2.59%) Data Mining
8 3 (2.59%) MongoDB
8 3 (2.59%) NoSQL
8 3 (2.59%) Oracle Database
8 3 (2.59%) SAS EBI
8 3 (2.59%) SQL Server 2012
9 2 (1.72%) Crystal Reports
9 2 (1.72%) Oracle Discoverer
9 2 (1.72%) Oracle Reports
9 2 (1.72%) Oracle9i Database
Development Applications
1 15 (12.93%) LSMW
2 8 (6.90%) eCATT
2 8 (6.90%) Team Foundation Server
3 5 (4.31%) Visual Studio
4 2 (1.72%) Git (software)
4 2 (1.72%) Oracle Forms
4 2 (1.72%) Toad
5 1 (0.86%) ERwin
General
1 28 (24.14%) Finance
2 11 (9.48%) Billing
2 11 (9.48%) Manufacturing
3 9 (7.76%) Banking
4 4 (3.45%) Legal
5 3 (2.59%) Marketing
5 3 (2.59%) Retail
6 2 (1.72%) General Ledger
7 1 (0.86%) Publishing
Job Titles
1 23 (19.83%) Developer
2 20 (17.24%) Architect
2 20 (17.24%) Data Architect
3 17 (14.66%) Analyst
4 14 (12.07%) Consultant
5 13 (11.21%) DBA
6 9 (7.76%) Administrator
6 9 (7.76%) Infrastructure Architect
6 9 (7.76%) Infrastructure Solutions Architect
6 9 (7.76%) Senior Architect
6 9 (7.76%) Senior Data Architect
6 9 (7.76%) Senior Infrastructure Architect
6 9 (7.76%) Senior Solutions Architect
6 9 (7.76%) Solutions Architect
6 9 (7.76%) SQL DBA
7 7 (6.03%) ABAP Developer
7 7 (6.03%) Project Manager
7 7 (6.03%) SAP Developer
7 7 (6.03%) SAP PI Developer
7 7 (6.03%) SQL Developer
Libraries, Frameworks & Software Standards
1 15 (12.93%) .NET
1 15 (12.93%) IDoc
2 13 (11.21%) HTML
2 13 (11.21%) SOAP
3 11 (9.48%) Web Services
3 11 (9.48%) XML
4 8 (6.90%) CSS
4 8 (6.90%) EDI
5 7 (6.03%) JDBC
5 7 (6.03%) REST
5 7 (6.03%) SAP PI
6 6 (5.17%) Middleware
6 6 (5.17%) RESTful
6 6 (5.17%) WSDL
7 4 (3.45%) ASP.NET
7 4 (3.45%) HTML5
8 3 (2.59%) ASP.NET MVC
9 2 (1.72%) Flash
9 2 (1.72%) SAP CO-PA
10 1 (0.86%) OLE
Miscellaneous
1 20 (17.24%) Analytical Skills
2 12 (10.34%) Computer Science
3 11 (9.48%) Replication
4 10 (8.62%) Management Information System
5 7 (6.03%) LIMS
6 4 (3.45%) Data Structures
6 4 (3.45%) Smart Meter
7 2 (1.72%) Driving Licence
7 2 (1.72%) Greenfield Project
7 2 (1.72%) iSeries
7 2 (1.72%) NHS
8 1 (0.86%) CLARiiON
8 1 (0.86%) Clustering
8 1 (0.86%) EMC VNX
8 1 (0.86%) Enterprise Storage
8 1 (0.86%) Graphic Design
8 1 (0.86%) IBM XIV
8 1 (0.86%) Life Science
8 1 (0.86%) Mobile App
8 1 (0.86%) User Experience
Operating Systems
1 11 (9.48%) Linux
2 7 (6.03%) Unix
3 3 (2.59%) Red Hat Enterprise Linux
3 3 (2.59%) Windows
4 2 (1.72%) Windows Server
Processes & Methodologies
1 116 (100.00%) Migration
2 27 (23.28%) Business Intelligence
3 21 (18.10%) Stakeholder Management
4 20 (17.24%) Analytics
5 19 (16.38%) Agile Software Development
6 17 (14.66%) Continuous Improvement
6 17 (14.66%) ERP
7 16 (13.79%) TOGAF
8 15 (12.93%) Data Acquisition
9 14 (12.07%) ETL
10 13 (11.21%) Data Integration
11 12 (10.34%) Project Management
11 12 (10.34%) Project Planning
12 11 (9.48%) Integration Testing
12 11 (9.48%) Presales
12 11 (9.48%) UML
13 10 (8.62%) Logistics
13 10 (8.62%) OO
14 9 (7.76%) Data Analysis
14 9 (7.76%) Data Modelling
Programming Languages
1 44 (37.93%) SQL
2 16 (13.79%) ABAP
3 14 (12.07%) T-SQL
4 13 (11.21%) C#
5 11 (9.48%) Java
6 10 (8.62%) JavaScript
7 6 (5.17%) PowerShell
8 3 (2.59%) C++
8 3 (2.59%) HiveQL
8 3 (2.59%) PHP
8 3 (2.59%) X++
9 2 (1.72%) PL/SQL
9 2 (1.72%) R
9 2 (1.72%) RPG
9 2 (1.72%) Shell Script
9 2 (1.72%) VBA
10 1 (0.86%) Progress 4GL
10 1 (0.86%) Python
10 1 (0.86%) VB
10 1 (0.86%) VB.NET
Qualifications
1 17 (14.66%) Degree
2 12 (10.34%) Computer Science Degree
3 7 (6.03%) ISEB
4 6 (5.17%) PMI Certification
4 6 (5.17%) PMP
5 5 (4.31%) ISTQB Foundation Certification
6 3 (2.59%) Microsoft Certification
7 2 (1.72%) ISTQB
8 1 (0.86%) ITIL Certification
Quality Assurance & Compliance
1 11 (9.48%) SLA
2 8 (6.90%) Data Quality
3 1 (0.86%) PMO
System Software
1 2 (1.72%) NFS
Systems Management
1 4 (3.45%) Failover Clustering
Vendors
1 25 (21.55%) SAP
2 24 (20.69%) Microsoft
3 6 (5.17%) JD Edwards
3 6 (5.17%) Oracle
4 4 (3.45%) Siemens
4 4 (3.45%) Sybase
4 4 (3.45%) Tableau
5 3 (2.59%) MicroStrategy
5 3 (2.59%) Red Hat
6 2 (1.72%) EMC
6 2 (1.72%) Informatica
6 2 (1.72%) Isilon
7 1 (0.86%) Adobe
7 1 (0.86%) Alteryx
7 1 (0.86%) Cisco
7 1 (0.86%) Epicor
7 1 (0.86%) HP
7 1 (0.86%) IBM
7 1 (0.86%) IFS
7 1 (0.86%) Sage
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