Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 180 205 201
Rank change year-on-year +25 -4 -11
Permanent jobs citing Data Migration 36 32 81
As % of all permanent IT jobs advertised in Leeds 0.74% 0.59% 1.16%
As % of the Processes & Methodologies category 0.80% 0.65% 1.26%
Number of salaries quoted 22 28 63
Leeds median annual salary £52,500 £42,000 £45,000
Median salary % change year-on-year +25.00% -6.67% +28.57%
10th Percentile £32,500 £19,000 £30,000
90th Percentile £61,250 £60,275 £68,500
West Yorkshire median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4516 4925 6414
As % of all permanent IT jobs advertised in Leeds 92.28% 90.58% 91.92%
Number of salaries quoted 3791 4218 5098
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £61,250
West Yorkshire median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

Data Migration
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Migration in Leeds

Data Migration
Salary Trend in Leeds

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

Salary trend for Data Migration in Leeds

Data Migration
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Migration in Leeds over the 6 months to 18 November 2017.

Salary histogram for Data Migration in Leeds

For the 6 months to 18 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 Leeds region with a requirement for Data Migration.

1 36 (100.00%) Migration
2 21 (58.33%) SQL
3 20 (55.56%) ETL
4 18 (50.00%) Linux
4 18 (50.00%) Data Warehouse
4 18 (50.00%) Data Modelling
5 16 (44.44%) Shell Script
6 15 (41.67%) DataStage
6 15 (41.67%) IBM
6 15 (41.67%) Netezza
6 15 (41.67%) QA
6 15 (41.67%) Bash Shell
6 15 (41.67%) IBM InfoSphere
7 13 (36.11%) Finance
8 10 (27.78%) SQL Server
9 9 (25.00%) SQL Server Integration Services
9 9 (25.00%) SQL Server Reporting Services
10 6 (16.67%) Microsoft
10 6 (16.67%) Business Intelligence
11 5 (13.89%) QlikView
11 5 (13.89%) SQL Server Analysis Services
11 5 (13.89%) Change Control
11 5 (13.89%) Data Structures
11 5 (13.89%) SDLC
11 5 (13.89%) Fintech
12 4 (11.11%) Agile Software Development
12 4 (11.11%) Management Information System
12 4 (11.11%) Stakeholder Engagement
13 3 (8.33%) Dynamics AX
13 3 (8.33%) Dynamics GP

Data Migration
Co-occurring IT Skills in Leeds 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 2 (5.56%) Tomcat
2 1 (2.78%) OpenEdge
2 1 (2.78%) SharePoint
Applications
1 2 (5.56%) Microsoft Excel
Business Applications
1 3 (8.33%) Dynamics AX
1 3 (8.33%) Dynamics GP
Cloud Services
1 2 (5.56%) Amazon AWS
Database & Business Intelligence
1 18 (50.00%) Data Warehouse
2 15 (41.67%) DataStage
2 15 (41.67%) IBM InfoSphere
3 10 (27.78%) SQL Server
4 9 (25.00%) SQL Server Integration Services
4 9 (25.00%) SQL Server Reporting Services
5 5 (13.89%) QlikView
5 5 (13.89%) SQL Server Analysis Services
6 2 (5.56%) MySQL
6 2 (5.56%) Oracle Database
6 2 (5.56%) PostgreSQL
6 2 (5.56%) SQL Server 2014
7 1 (2.78%) BusinessObjects
7 1 (2.78%) BusinessObjects XI
7 1 (2.78%) Oracle Reports
7 1 (2.78%) Relational Database
7 1 (2.78%) SQL Server 2012
7 1 (2.78%) Star Schema
Development Applications
1 2 (5.56%) GCC
1 2 (5.56%) Git (software)
1 2 (5.56%) JBehave
1 2 (5.56%) Jenkins
1 2 (5.56%) JIRA
1 2 (5.56%) JUnit
1 2 (5.56%) Ranorex
1 2 (5.56%) Sonatype Nexus
1 2 (5.56%) Subversion
2 1 (2.78%) Oracle APEX
General
1 13 (36.11%) Finance
2 3 (8.33%) General Ledger
2 3 (8.33%) Pharmaceutical
3 1 (2.78%) Advertising
Job Titles
1 8 (22.22%) Consultant
1 8 (22.22%) Developer
2 6 (16.67%) Database Engineer
2 6 (16.67%) Senior Database Engineer
3 5 (13.89%) Administrator
3 5 (13.89%) Business Intelligence Developer
3 5 (13.89%) DBA
3 5 (13.89%) Senior DBA
4 4 (11.11%) Architect
4 4 (11.11%) Database Architect
4 4 (11.11%) Product Consultant
5 3 (8.33%) Dynamics AX Consultant
5 3 (8.33%) Functional Consultant
5 3 (8.33%) Senior Business Intelligence Developer
5 3 (8.33%) Senior Developer
5 3 (8.33%) SQL Developer
6 2 (5.56%) ETL Developer
6 2 (5.56%) Microsoft Consultant
6 2 (5.56%) SSIS Developer
6 2 (5.56%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 2 (5.56%) Ext JS
1 2 (5.56%) Hibernate
1 2 (5.56%) JPA
1 2 (5.56%) LAMP
1 2 (5.56%) LAPP Stack
1 2 (5.56%) Spring
1 2 (5.56%) Web Services
2 1 (2.78%) .NET
2 1 (2.78%) ASP.NET Web API
2 1 (2.78%) WinForms
Miscellaneous
1 5 (13.89%) Data Structures
1 5 (13.89%) Fintech
2 4 (11.11%) Management Information System
3 3 (8.33%) Driving Licence
4 2 (5.56%) Analytical Skills
Operating Systems
1 18 (50.00%) Linux
2 3 (8.33%) Unix
3 2 (5.56%) Red Hat Enterprise Linux
3 2 (5.56%) Windows
Processes & Methodologies
1 36 (100.00%) Migration
2 20 (55.56%) ETL
3 18 (50.00%) Data Modelling
4 6 (16.67%) Business Intelligence
5 5 (13.89%) Change Control
5 5 (13.89%) SDLC
6 4 (11.11%) Agile Software Development
6 4 (11.11%) Stakeholder Engagement
7 3 (8.33%) Creative Thinking
7 3 (8.33%) ETL Development
7 3 (8.33%) Innovative Thinking
7 3 (8.33%) Logical Data Model
7 3 (8.33%) Mentoring
7 3 (8.33%) OOP
7 3 (8.33%) Physical Data Model
7 3 (8.33%) Software Engineering
8 2 (5.56%) Data Cleansing
8 2 (5.56%) Project Management
8 2 (5.56%) User Stories
9 1 (2.78%) Supplier Management
Programming Languages
1 21 (58.33%) SQL
2 16 (44.44%) Shell Script
3 15 (41.67%) Bash Shell
4 3 (8.33%) T-SQL
5 2 (5.56%) C++
5 2 (5.56%) Java
5 2 (5.56%) JavaScript
5 2 (5.56%) Python
5 2 (5.56%) VC++
6 1 (2.78%) C#
6 1 (2.78%) PL/SQL
6 1 (2.78%) VB
6 1 (2.78%) VBA
6 1 (2.78%) VBScript
Qualifications
1 1 (2.78%) APMP
Quality Assurance & Compliance
1 15 (41.67%) QA
2 1 (2.78%) Data Quality
Vendors
1 15 (41.67%) IBM
1 15 (41.67%) Netezza
2 6 (16.67%) Microsoft
3 3 (8.33%) MicroStrategy
3 3 (8.33%) Oracle
3 3 (8.33%) SAP
3 3 (8.33%) Tableau
4 2 (5.56%) Red Hat
5 1 (2.78%) Capita