Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
Yorkshire > West Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 211 236 219
Rank change year-on-year +25 -17 -21
Permanent jobs citing Data Migration 45 38 94
As % of all permanent IT jobs advertised in West Yorkshire 0.66% 0.50% 1.01%
As % of the Processes & Methodologies category 0.72% 0.55% 1.11%
Number of salaries quoted 30 31 76
West Yorkshire median annual salary £47,250 £42,500 £45,000
Median salary % change year-on-year +11.18% -5.56% +19.21%
10th Percentile £32,375 £19,000 £30,000
90th Percentile £61,250 £60,000 £76,250
Yorkshire median annual salary £46,000 £42,500 £45,000
% change year-on-year +8.24% -5.56% +20.00%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6207 6894 8436
As % of all permanent IT jobs advertised in West Yorkshire 91.54% 91.03% 91.03%
Number of salaries quoted 5216 5907 6763
West Yorkshire median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £65,000 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Data Migration
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Migration in West Yorkshire

Data Migration
Salary Trend in West Yorkshire

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

Salary trend for Data Migration in West Yorkshire

Data Migration
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Migration in West Yorkshire over the 6 months to 20 November 2017.

Salary histogram for Data Migration in West Yorkshire

Data Migration
Job Locations in West 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 West Yorkshire region over the 6 months to 20 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
Leeds +11 36 £52,500 +25.00% 5
Bradford +16 6 £45,000 -18.18%
Wetherby +16 1 £31,000 -
Halifax - 1 - -
Data Migration
Yorkshire

For the 6 months to 20 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 West Yorkshire region with a requirement for Data Migration.

1 45 (100.00%) Migration
2 28 (62.22%) SQL
3 20 (44.44%) ETL
4 18 (40.00%) Data Warehouse
4 18 (40.00%) Data Modelling
4 18 (40.00%) Linux
5 16 (35.56%) Shell Script
6 15 (33.33%) DataStage
6 15 (33.33%) Finance
6 15 (33.33%) IBM
6 15 (33.33%) Netezza
6 15 (33.33%) QA
6 15 (33.33%) Bash Shell
6 15 (33.33%) IBM InfoSphere
7 10 (22.22%) SQL Server
7 10 (22.22%) Management Information System
8 9 (20.00%) SQL Server Integration Services
8 9 (20.00%) SQL Server Reporting Services
9 7 (15.56%) Continuous Improvement
9 7 (15.56%) Workflow
9 7 (15.56%) OpenEdge
9 7 (15.56%) Analytical Skills
9 7 (15.56%) Case Management
10 6 (13.33%) Microsoft
10 6 (13.33%) Practice Management
10 6 (13.33%) Legal
10 6 (13.33%) Business Intelligence
10 6 (13.33%) Time Management
11 5 (11.11%) QlikView
11 5 (11.11%) SQL Server Analysis Services

Data Migration
Co-occurring IT Skills in West 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 (15.56%) OpenEdge
2 2 (4.44%) Tomcat
3 1 (2.22%) SharePoint
Applications
1 2 (4.44%) Microsoft Excel
Business Applications
1 3 (6.67%) Dynamics AX
1 3 (6.67%) Dynamics GP
Cloud Services
1 2 (4.44%) Amazon AWS
Database & Business Intelligence
1 18 (40.00%) Data Warehouse
2 15 (33.33%) DataStage
2 15 (33.33%) IBM InfoSphere
3 10 (22.22%) SQL Server
4 9 (20.00%) SQL Server Integration Services
4 9 (20.00%) SQL Server Reporting Services
5 5 (11.11%) QlikView
5 5 (11.11%) SQL Server Analysis Services
6 2 (4.44%) MySQL
6 2 (4.44%) Oracle Database
6 2 (4.44%) PostgreSQL
6 2 (4.44%) SQL Server 2014
7 1 (2.22%) BusinessObjects
7 1 (2.22%) BusinessObjects XI
7 1 (2.22%) Oracle Reports
7 1 (2.22%) Relational Database
7 1 (2.22%) SQL Server 2012
7 1 (2.22%) Star Schema
Development Applications
1 2 (4.44%) Eclipse
1 2 (4.44%) GCC
1 2 (4.44%) Git (software)
1 2 (4.44%) JBehave
1 2 (4.44%) Jenkins
1 2 (4.44%) JIRA
1 2 (4.44%) JUnit
1 2 (4.44%) Ranorex
1 2 (4.44%) Sonatype Nexus
1 2 (4.44%) Subversion
2 1 (2.22%) Oracle APEX
General
1 15 (33.33%) Finance
2 6 (13.33%) Legal
3 4 (8.89%) Law
4 3 (6.67%) General Ledger
4 3 (6.67%) Pharmaceutical
5 1 (2.22%) Advertising
5 1 (2.22%) Banking
Job Titles
1 9 (20.00%) Consultant
1 9 (20.00%) Developer
2 6 (13.33%) Database Engineer
2 6 (13.33%) Senior Database Engineer
3 5 (11.11%) Administrator
3 5 (11.11%) Business Intelligence Developer
3 5 (11.11%) DBA
3 5 (11.11%) Senior DBA
4 4 (8.89%) Architect
4 4 (8.89%) Data Migration Specialist
4 4 (8.89%) Database Architect
4 4 (8.89%) Migration Specialist
4 4 (8.89%) Product Consultant
4 4 (8.89%) SQL Developer
5 3 (6.67%) Analyst
5 3 (6.67%) Dynamics AX Consultant
5 3 (6.67%) Functional Consultant
5 3 (6.67%) Senior Business Intelligence Developer
5 3 (6.67%) Senior Developer
6 2 (4.44%) Junior
Libraries, Frameworks & Software Standards
1 5 (11.11%) ODBC
2 2 (4.44%) Ext JS
2 2 (4.44%) Hibernate
2 2 (4.44%) JPA
2 2 (4.44%) LAMP
2 2 (4.44%) LAPP Stack
2 2 (4.44%) Spring
2 2 (4.44%) Web Services
3 1 (2.22%) .NET
3 1 (2.22%) ASP.NET Web API
3 1 (2.22%) WinForms
Miscellaneous
1 10 (22.22%) Management Information System
2 7 (15.56%) Analytical Skills
3 5 (11.11%) Data Structures
3 5 (11.11%) Fintech
4 3 (6.67%) Driving Licence
Operating Systems
1 18 (40.00%) Linux
2 3 (6.67%) Unix
3 2 (4.44%) Red Hat Enterprise Linux
3 2 (4.44%) Windows
Processes & Methodologies
1 45 (100.00%) Migration
2 20 (44.44%) ETL
3 18 (40.00%) Data Modelling
4 7 (15.56%) Case Management
4 7 (15.56%) Continuous Improvement
4 7 (15.56%) Workflow
5 6 (13.33%) Business Intelligence
5 6 (13.33%) Practice Management
5 6 (13.33%) Time Management
6 5 (11.11%) Change Control
6 5 (11.11%) SDLC
7 4 (8.89%) Agile Software Development
7 4 (8.89%) Stakeholder Engagement
8 3 (6.67%) Data Analysis
8 3 (6.67%) ETL Development
8 3 (6.67%) Logical Data Model
8 3 (6.67%) Mentoring
8 3 (6.67%) OOP
8 3 (6.67%) Physical Data Model
8 3 (6.67%) Software Engineering
Programming Languages
1 28 (62.22%) SQL
2 16 (35.56%) Shell Script
3 15 (33.33%) Bash Shell
4 3 (6.67%) T-SQL
5 2 (4.44%) C++
5 2 (4.44%) Java
5 2 (4.44%) JavaScript
5 2 (4.44%) Python
5 2 (4.44%) VC++
6 1 (2.22%) C#
6 1 (2.22%) PL/SQL
6 1 (2.22%) VB
6 1 (2.22%) VBA
6 1 (2.22%) VBScript
Qualifications
1 1 (2.22%) APMP
1 1 (2.22%) ISEB
1 1 (2.22%) ISTQB
1 1 (2.22%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 15 (33.33%) QA
2 1 (2.22%) Data Quality
Vendors
1 15 (33.33%) IBM
1 15 (33.33%) Netezza
2 6 (13.33%) Microsoft
3 3 (6.67%) MicroStrategy
3 3 (6.67%) Oracle
3 3 (6.67%) SAP
3 3 (6.67%) Tableau
4 2 (4.44%) Red Hat
5 1 (2.22%) Capita