Period
to 23 November 2017

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

Data Migration
England > Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 230 261 249
Rank change year-on-year +31 -12 -15
Permanent jobs citing Data Migration 80 77 116
As % of all permanent IT jobs advertised in Yorkshire 0.81% 0.69% 0.88%
As % of the Processes & Methodologies category 0.90% 0.77% 0.98%
Number of salaries quoted 60 68 101
Yorkshire median annual salary £46,000 £43,750 £45,000
Median salary % change year-on-year +5.14% -2.78% +20.00%
10th Percentile £32,450 £28,225 £28,000
90th Percentile £65,000 £57,725 £72,250
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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8883 10042 11835
As % of all permanent IT jobs advertised in Yorkshire 90.14% 89.67% 90.21%
Number of salaries quoted 7439 8453 9634
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £26,075
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Migration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Migration in Yorkshire

Data Migration
Salary Trend in Yorkshire

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

Salary trend for Data Migration in Yorkshire

Data Migration
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Migration in Yorkshire over the 6 months to 23 November 2017.

Salary histogram for Data Migration in Yorkshire

Data Migration
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the Yorkshire region over the 6 months to 23 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
West Yorkshire +23 46 £47,500 +5.56% 7
South Yorkshire +16 28 £45,000 +5.88% 3
North Yorkshire +10 4 £42,500 -5.56%
East Yorkshire -6 1 £35,000 -4.11%
Data Migration
England

For the 6 months to 23 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 Yorkshire region with a requirement for Data Migration.

1 80 (100.00%) Migration
2 36 (45.00%) SQL
3 31 (38.75%) Data Modelling
3 31 (38.75%) Finance
4 25 (31.25%) Data Warehouse
5 23 (28.75%) Linux
6 21 (26.25%) ETL
7 19 (23.75%) Bash Shell
8 17 (21.25%) Shell Script
8 17 (21.25%) SQL Server
9 15 (18.75%) DataStage
9 15 (18.75%) IBM
9 15 (18.75%) Business Intelligence
9 15 (18.75%) Agile Software Development
9 15 (18.75%) Netezza
9 15 (18.75%) IBM InfoSphere
9 15 (18.75%) QA
10 14 (17.50%) Microsoft
11 12 (15.00%) Oracle
11 12 (15.00%) Management Information System
12 10 (12.50%) Workflow
12 10 (12.50%) SQL Server Integration Services
12 10 (12.50%) Enterprise Architecture
12 10 (12.50%) SQL Server Reporting Services
12 10 (12.50%) Java EE
12 10 (12.50%) Logical Data Model
13 9 (11.25%) Oracle Database
13 9 (11.25%) SDLC
14 8 (10.00%) PL/SQL
14 8 (10.00%) Web Services

Data Migration
Co-occurring IT Skills in Yorkshire 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 7 (8.75%) OpenEdge
2 2 (2.50%) Tomcat
3 1 (1.25%) SharePoint
Applications
1 4 (5.00%) Microsoft Excel
2 1 (1.25%) Microsoft Office
Business Applications
1 5 (6.25%) Dynamics AX
1 5 (6.25%) Dynamics GP
2 2 (2.50%) Oracle ERP
3 1 (1.25%) Finacle
3 1 (1.25%) Infor M3
3 1 (1.25%) Movex
3 1 (1.25%) Summit
3 1 (1.25%) Temenos T24
Cloud Services
1 6 (7.50%) Amazon AWS
Communications & Networking
1 2 (2.50%) SMS
Database & Business Intelligence
1 25 (31.25%) Data Warehouse
2 17 (21.25%) SQL Server
3 15 (18.75%) DataStage
3 15 (18.75%) IBM InfoSphere
4 10 (12.50%) SQL Server Integration Services
4 10 (12.50%) SQL Server Reporting Services
5 9 (11.25%) Oracle Database
6 6 (7.50%) Oracle Database 12c
6 6 (7.50%) QlikView
6 6 (7.50%) SQL Server Analysis Services
7 4 (5.00%) MySQL
7 4 (5.00%) Relational Database
8 3 (3.75%) Oracle Reports
9 2 (2.50%) Oracle BI EE
9 2 (2.50%) Oracle Database 11g
9 2 (2.50%) Oracle ODI
9 2 (2.50%) PostgreSQL
9 2 (2.50%) SQL Server 2014
9 2 (2.50%) Star Schema
10 1 (1.25%) BusinessObjects XI
Development Applications
1 6 (7.50%) Oracle Forms
2 4 (5.00%) ERwin
2 4 (5.00%) Git (software)
3 2 (2.50%) Eclipse
3 2 (2.50%) GCC
3 2 (2.50%) JBehave
3 2 (2.50%) Jenkins
3 2 (2.50%) JIRA
3 2 (2.50%) JUnit
3 2 (2.50%) Ranorex
3 2 (2.50%) Sonatype Nexus
3 2 (2.50%) Subversion
4 1 (1.25%) Oracle APEX
General
1 31 (38.75%) Finance
2 6 (7.50%) Legal
3 5 (6.25%) General Ledger
3 5 (6.25%) Pharmaceutical
3 5 (6.25%) Retail
4 4 (5.00%) Law
5 2 (2.50%) Banking
5 2 (2.50%) Billing
6 1 (1.25%) Advertising
6 1 (1.25%) Retail Banking
Job Titles
1 18 (22.50%) Consultant
2 16 (20.00%) Architect
3 14 (17.50%) DBA
4 12 (15.00%) Developer
5 9 (11.25%) Analyst
6 7 (8.75%) Oracle DBA
7 6 (7.50%) Business Intelligence Developer
7 6 (7.50%) Data Architect
7 6 (7.50%) Database Engineer
7 6 (7.50%) Product Consultant
7 6 (7.50%) Senior Database Engineer
7 6 (7.50%) Solutions Architect
8 5 (6.25%) Administrator
8 5 (6.25%) Business Analyst
8 5 (6.25%) Dynamics AX Consultant
8 5 (6.25%) Functional Consultant
8 5 (6.25%) Senior DBA
9 4 (5.00%) Information Architect
9 4 (5.00%) Oracle Technical Consultant
9 4 (5.00%) Technical Consultant
Libraries, Frameworks & Software Standards
1 10 (12.50%) Java EE
2 8 (10.00%) Web Services
3 5 (6.25%) ODBC
4 4 (5.00%) Middleware
4 4 (5.00%) Oracle Fusion
5 2 (2.50%) AngularJS
5 2 (2.50%) Ext JS
5 2 (2.50%) Hibernate
5 2 (2.50%) JPA
5 2 (2.50%) LAMP
5 2 (2.50%) LAPP Stack
5 2 (2.50%) Laravel
5 2 (2.50%) Spring
6 1 (1.25%) .NET
6 1 (1.25%) ASP.NET Web API
6 1 (1.25%) EDI
6 1 (1.25%) WinForms
Miscellaneous
1 12 (15.00%) Management Information System
2 7 (8.75%) Analytical Skills
3 6 (7.50%) Data Structures
3 6 (7.50%) Enterprise Software
3 6 (7.50%) Fintech
3 6 (7.50%) Mobile App
4 5 (6.25%) Driving Licence
Operating Systems
1 23 (28.75%) Linux
2 8 (10.00%) Unix
3 7 (8.75%) Windows
4 5 (6.25%) Windows Server
5 4 (5.00%) Solaris
6 2 (2.50%) Red Hat Enterprise Linux
Processes & Methodologies
1 80 (100.00%) Migration
2 31 (38.75%) Data Modelling
3 21 (26.25%) ETL
4 15 (18.75%) Agile Software Development
4 15 (18.75%) Business Intelligence
5 10 (12.50%) Enterprise Architecture
5 10 (12.50%) Logical Data Model
5 10 (12.50%) Workflow
6 9 (11.25%) SDLC
7 8 (10.00%) Continuous Improvement
8 7 (8.75%) Business Transformation
8 7 (8.75%) Case Management
8 7 (8.75%) Data Management
8 7 (8.75%) Master Data Management
9 6 (7.50%) Data Governance
9 6 (7.50%) Data Strategy
9 6 (7.50%) ERP
9 6 (7.50%) Physical Data Model
9 6 (7.50%) Practice Management
9 6 (7.50%) SOA
Programming Languages
1 36 (45.00%) SQL
2 19 (23.75%) Bash Shell
3 17 (21.25%) Shell Script
4 8 (10.00%) Java
4 8 (10.00%) PL/SQL
5 3 (3.75%) T-SQL
6 2 (2.50%) C++
6 2 (2.50%) JavaScript
6 2 (2.50%) PHP
6 2 (2.50%) Python
6 2 (2.50%) VC++
7 1 (1.25%) C
7 1 (1.25%) C#
7 1 (1.25%) VB
7 1 (1.25%) VBA
7 1 (1.25%) VBScript
Qualifications
1 4 (5.00%) Degree
2 2 (2.50%) MCSD
2 2 (2.50%) Microsoft Certification
3 1 (1.25%) APMP
3 1 (1.25%) ISEB
3 1 (1.25%) ISTQB
3 1 (1.25%) ISTQB Foundation Certification
3 1 (1.25%) Numerate Degree
Quality Assurance & Compliance
1 15 (18.75%) QA
2 7 (8.75%) Data Quality
System Software
1 4 (5.00%) Virtual Machines
1 4 (5.00%) VMware Infrastructure
Systems Management
1 4 (5.00%) Data Guard
1 4 (5.00%) Oracle RMAN
Vendors
1 15 (18.75%) IBM
1 15 (18.75%) Netezza
2 14 (17.50%) Microsoft
3 12 (15.00%) Oracle
4 4 (5.00%) MicroStrategy
4 4 (5.00%) SAP
4 4 (5.00%) Tableau
4 4 (5.00%) VMware
5 2 (2.50%) Capita
5 2 (2.50%) Red Hat
6 1 (1.25%) Infor
6 1 (1.25%) Temenos
6 1 (1.25%) TSYS
6 1 (1.25%) Unisys