Period
to 24 September 2018

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 24 September 2018 with a comparison to the same period in the previous 2 years.

Data Migration
England > Yorkshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 236 242 273
Rank change year-on-year +6 +31 -2
Permanent jobs citing Data Migration 60 87 70
As % of all permanent IT jobs advertised in Yorkshire 0.69% 0.87% 0.62%
As % of the Processes & Methodologies category 0.75% 0.95% 0.67%
Number of salaries quoted 49 70 62
Yorkshire median annual salary £40,000 £47,500 £42,500
Median salary % change year-on-year -15.79% +11.76% -1.16%
10th Percentile £21,450 £32,500 £24,500
90th Percentile £78,750 £65,000 £52,500
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -2.31%

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 7,981 9,201 10,387
As % of all permanent IT jobs advertised in Yorkshire 91.85% 92.39% 91.73%
Number of salaries quoted 6,580 7,710 8,554
Yorkshire median annual salary £43,146 £42,500 £40,000
Median salary % change year-on-year +1.52% +6.25% -
10th Percentile £26,000 £26,250 £25,750
90th Percentile £62,500 £61,250 £62,500
England median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +5.26%

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 24 September 2018.

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 24 September 2018. 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 +11 38 £45,000 -10.00% 5
South Yorkshire -1 20 £25,000 -47.37%
North Yorkshire -8 1 £47,500 +11.76% 1
Data Migration
England

For the 6 months to 24 September 2018, IT jobs citing Data Migration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Data Migration.

1 60 (100.00%) Migration
2 21 (35.00%) Finance
3 20 (33.33%) SQL
4 18 (30.00%) Microsoft
5 13 (21.67%) Stakeholder Management
6 12 (20.00%) Python
6 12 (20.00%) ETL
7 11 (18.33%) Microsoft Excel
8 10 (16.67%) MS Access
8 10 (16.67%) Business Intelligence
8 10 (16.67%) Project Management
8 10 (16.67%) Data Analysis
9 9 (15.00%) Relational Database
10 8 (13.33%) Problem-Solving
10 8 (13.33%) ERP
10 8 (13.33%) ITIL
10 8 (13.33%) Oracle
11 7 (11.67%) Data Warehouse
11 7 (11.67%) Oracle ERP
11 7 (11.67%) Oracle EBS R12
11 7 (11.67%) Analytical Skills
11 7 (11.67%) NoSQL
12 6 (10.00%) R
12 6 (10.00%) Data Quality
12 6 (10.00%) Analytics
12 6 (10.00%) Open Source
12 6 (10.00%) Agile Software Development
12 6 (10.00%) Data Security
12 6 (10.00%) SQL Server
13 5 (8.33%) 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 3 (5.00%) IIS
Applications
1 11 (18.33%) Microsoft Excel
2 3 (5.00%) Microsoft Office
3 2 (3.33%) Microsoft Project
4 1 (1.67%) GIMP
4 1 (1.67%) Photoshop
Business Applications
1 7 (11.67%) Oracle EBS R12
1 7 (11.67%) Oracle ERP
2 4 (6.67%) Oracle EBS
3 2 (3.33%) Dynamics AX
3 2 (3.33%) SAP CO
3 2 (3.33%) SAP FI
3 2 (3.33%) SAP FI/CO
3 2 (3.33%) SAP S/4HANA
4 1 (1.67%) iTrent
4 1 (1.67%) ResourceLink
4 1 (1.67%) Sage 200
4 1 (1.67%) SAP HR
4 1 (1.67%) SnowdropKCS
Cloud Services
1 1 (1.67%) Dynamics 365
Communications & Networking
1 3 (5.00%) TCP/IP
Database & Business Intelligence
1 10 (16.67%) MS Access
2 9 (15.00%) Relational Database
3 7 (11.67%) Data Warehouse
3 7 (11.67%) NoSQL
4 6 (10.00%) SQL Server
5 2 (3.33%) MongoDB
5 2 (3.33%) Power BI
5 2 (3.33%) SQL Server Reporting Services
6 1 (1.67%) RDBMS
6 1 (1.67%) SQL Server 2014
6 1 (1.67%) SQL Server Integration Services
6 1 (1.67%) SSDT
Development Applications
1 2 (3.33%) Visual Studio
2 1 (1.67%) Bundler
2 1 (1.67%) gulp
2 1 (1.67%) Jenkins
2 1 (1.67%) MorphX
2 1 (1.67%) Team Foundation Server
General
1 21 (35.00%) Finance
2 4 (6.67%) Advertising
3 2 (3.33%) Retail
4 1 (1.67%) Banking
4 1 (1.67%) Manufacturing
Job Titles
1 15 (25.00%) Analyst
2 10 (16.67%) Data Analyst
2 10 (16.67%) Data Engineer
3 7 (11.67%) Programme Manager
4 5 (8.33%) Architect
4 5 (8.33%) IT Manager
4 5 (8.33%) Senior Data Engineer
5 4 (6.67%) Business Architect
5 4 (6.67%) Data Migration Manager
5 4 (6.67%) ERP Manager
5 4 (6.67%) Migration Manager
5 4 (6.67%) Oracle Programme Manager
5 4 (6.67%) Project Manager
6 3 (5.00%) Data Migration Project Manager
6 3 (5.00%) Developer
6 3 (5.00%) IT Project Manager
6 3 (5.00%) Migration Project Manager
6 3 (5.00%) Test Analyst
7 2 (3.33%) Implementation Engineer
7 2 (3.33%) Software Implementation Engineer
Libraries, Frameworks & Software Standards
1 5 (8.33%) Web Services
2 4 (6.67%) .NET
3 2 (3.33%) AngularJS
3 2 (3.33%) CSS
3 2 (3.33%) JSON
3 2 (3.33%) REST
3 2 (3.33%) SOAP
3 2 (3.33%) XML
4 1 (1.67%) Ajax
4 1 (1.67%) CSS3
4 1 (1.67%) EJS
4 1 (1.67%) HTML
4 1 (1.67%) HTML5
4 1 (1.67%) Jinja
4 1 (1.67%) jQuery
4 1 (1.67%) Pug
4 1 (1.67%) RESTful
4 1 (1.67%) Sass
4 1 (1.67%) Spring
4 1 (1.67%) Spring Boot
Miscellaneous
1 7 (11.67%) Analytical Skills
2 4 (6.67%) Virtual Team
3 1 (1.67%) DataPower
3 1 (1.67%) FMCG
3 1 (1.67%) Mainframe
3 1 (1.67%) Mobile App
3 1 (1.67%) User Experience
Operating Systems
1 3 (5.00%) Windows
1 3 (5.00%) Windows Server
Processes & Methodologies
1 60 (100.00%) Migration
2 13 (21.67%) Stakeholder Management
3 12 (20.00%) ETL
4 10 (16.67%) Business Intelligence
4 10 (16.67%) Data Analysis
4 10 (16.67%) Project Management
5 8 (13.33%) ERP
5 8 (13.33%) ITIL
5 8 (13.33%) Problem-Solving
6 6 (10.00%) Agile Software Development
6 6 (10.00%) Analytics
6 6 (10.00%) Data Security
6 6 (10.00%) Open Source
7 5 (8.33%) Change Management
7 5 (8.33%) Data Mapping
7 5 (8.33%) PRINCE2
7 5 (8.33%) TOGAF
8 4 (6.67%) Business Analysis
8 4 (6.67%) Data Modelling
8 4 (6.67%) IT Governance
Programming Languages
1 20 (33.33%) SQL
2 12 (20.00%) Python
3 6 (10.00%) R
4 5 (8.33%) Ruby
5 4 (6.67%) T-SQL
6 3 (5.00%) C#
6 3 (5.00%) Java
6 3 (5.00%) JavaScript
7 1 (1.67%) Java 8
7 1 (1.67%) VB.NET
7 1 (1.67%) X++
Qualifications
1 3 (5.00%) ISEB
1 3 (5.00%) ISTQB
1 3 (5.00%) TOGAF Certification
2 1 (1.67%) ACCA
2 1 (1.67%) CIMA
2 1 (1.67%) MCSD
2 1 (1.67%) Microsoft Certification
2 1 (1.67%) Sun Certification
Quality Assurance & Compliance
1 6 (10.00%) Data Quality
2 4 (6.67%) GDPR
3 3 (5.00%) ISO 9001
3 3 (5.00%) ISO/IEC 27001
4 2 (3.33%) PMO
System Software
1 3 (5.00%) Active Directory
2 1 (1.67%) Docker
Systems Management
1 1 (1.67%) Ansible
1 1 (1.67%) Kubernetes
1 1 (1.67%) Puppet
Vendors
1 18 (30.00%) Microsoft
2 8 (13.33%) Oracle
3 3 (5.00%) Infor
3 3 (5.00%) SAP
4 1 (1.67%) IBM
4 1 (1.67%) NGA Human Resources
4 1 (1.67%) Northgate
4 1 (1.67%) Sage