Period
to 21 February 2019

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 21 February 2019 with a comparison to the same period in the previous 2 years.

Data Migration
England > Yorkshire
6 months to
21 Feb 2019
Same period 2018 Same period 2017
Rank 236 260 247
Rank change year-on-year +24 -13 +6
Permanent jobs citing Data Migration 42 53 76
As % of all permanent IT jobs advertised in Yorkshire 0.58% 0.53% 0.71%
As % of the Processes & Methodologies category 0.63% 0.57% 0.77%
Number of salaries quoted 24 38 73
Yorkshire median annual salary £45,000 £47,500 £42,000
Median salary % change year-on-year -5.26% +13.10% -6.67%
10th Percentile £25,675 £32,125 £30,750
90th Percentile £68,750 £80,000 £56,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 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 6,717 9,236 9,817
As % of all permanent IT jobs advertised in Yorkshire 92.18% 92.33% 91.62%
Number of salaries quoted 5,458 7,893 8,400
Yorkshire median annual salary £43,000 £42,500 £41,000
Median salary % change year-on-year +1.18% +3.66% +2.50%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £62,891 £60,000 £60,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 21 February 2019.

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 21 February 2019. 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 +46 34 £45,000 -6.74% 5
South Yorkshire -10 5 £25,500 -43.33% 8
North Yorkshire -3 2 £44,250 -1.67%
Data Migration
England

For the 6 months to 21 February 2019, 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 42 (100.00%) Migration
2 17 (40.48%) ERP
3 15 (35.71%) Finance
4 14 (33.33%) Data Quality
5 13 (30.95%) Data Extraction
5 13 (30.95%) Project Management
5 13 (30.95%) Microsoft Excel
6 12 (28.57%) SQL
6 12 (28.57%) Management Information System
7 10 (23.81%) Quality Management
7 10 (23.81%) Logistics
8 7 (16.67%) Microsoft PowerPoint
8 7 (16.67%) Microsoft
8 7 (16.67%) MS Visio
8 7 (16.67%) Analytical Skills
9 6 (14.29%) CRM
9 6 (14.29%) Agile Software Development
9 6 (14.29%) SC Cleared
9 6 (14.29%) Security Cleared
9 6 (14.29%) Business Transformation
10 5 (11.90%) TOGAF
10 5 (11.90%) Data Analysis
10 5 (11.90%) SQL Server Integration Services
10 5 (11.90%) Systems Analysis
10 5 (11.90%) Data Warehouse
10 5 (11.90%) SQL Server
10 5 (11.90%) Cybersecurity
11 4 (9.52%) Analytics
11 4 (9.52%) Problem-Solving
11 4 (9.52%) IIS

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 4 (9.52%) IIS
2 2 (4.76%) SAS
2 2 (4.76%) Tomcat
3 1 (2.38%) Apache Spark
Applications
1 13 (30.95%) Microsoft Excel
2 7 (16.67%) Microsoft PowerPoint
2 7 (16.67%) MS Visio
3 1 (2.38%) GIMP
3 1 (2.38%) Microsoft Project
3 1 (2.38%) Photoshop
Business Applications
1 1 (2.38%) Dynamics AX
1 1 (2.38%) Dynamics CRM
1 1 (2.38%) Dynamics NAV
1 1 (2.38%) Oracle Assets
1 1 (2.38%) Oracle Cash Management
1 1 (2.38%) Oracle ERP
1 1 (2.38%) Oracle Payables
1 1 (2.38%) Oracle Procure-to-Pay
1 1 (2.38%) Oracle Receivables
Cloud Services
1 3 (7.14%) Microsoft Azure
1 3 (7.14%) SaaS
2 2 (4.76%) Amazon AWS
3 1 (2.38%) Salesforce Sales Cloud
3 1 (2.38%) Salesforce Service Cloud
Communications & Networking
1 2 (4.76%) Firewall
Database & Business Intelligence
1 5 (11.90%) Data Warehouse
1 5 (11.90%) SQL Server
1 5 (11.90%) SQL Server Integration Services
2 4 (9.52%) SQL Server Reporting Services
3 3 (7.14%) MS Access
3 3 (7.14%) Relational Database
3 3 (7.14%) SQL Server Analysis Services
4 2 (4.76%) Power BI
4 2 (4.76%) RDBMS
5 1 (2.38%) Big Data
5 1 (2.38%) Hadoop
5 1 (2.38%) MySQL
5 1 (2.38%) NoSQL
5 1 (2.38%) Pentaho
5 1 (2.38%) PostgreSQL
5 1 (2.38%) QlikView
5 1 (2.38%) SQL Server 2008
5 1 (2.38%) SQL Server 2014
5 1 (2.38%) SSDT
5 1 (2.38%) Star Schema
Development Applications
1 1 (2.38%) Bundler
1 1 (2.38%) gulp
1 1 (2.38%) Team Foundation Server
1 1 (2.38%) Visual Studio
General
1 15 (35.71%) Finance
2 2 (4.76%) General Ledger
3 1 (2.38%) Billing
3 1 (2.38%) Legal
3 1 (2.38%) Marketing
Job Titles
1 14 (33.33%) Consultant
2 10 (23.81%) Analyst
3 9 (21.43%) ERP Consultant
4 6 (14.29%) Architect
4 6 (14.29%) Data Consultant
4 6 (14.29%) Developer
5 5 (11.90%) Data Analyst
6 3 (7.14%) Applications Support
6 3 (7.14%) Business Analyst
6 3 (7.14%) Deployment Engineer
6 3 (7.14%) Implementation Consultant
6 3 (7.14%) IT Engineer
6 3 (7.14%) Senior Analyst
6 3 (7.14%) Solutions Architect
7 2 (4.76%) Business Architect
7 2 (4.76%) Principal Consultant
7 2 (4.76%) Senior Business Analyst
7 2 (4.76%) Senior Developer
7 2 (4.76%) SQL Developer
7 2 (4.76%) Support Analyst
Libraries, Frameworks & Software Standards
1 4 (9.52%) MSMQ
1 4 (9.52%) RabbitMQ
1 4 (9.52%) Web Services
1 4 (9.52%) XML
2 3 (7.14%) .NET
3 2 (4.76%) AngularJS
3 2 (4.76%) CSS
4 1 (2.38%) CSS3
4 1 (2.38%) EJS
4 1 (2.38%) HTML
4 1 (2.38%) HTML5
4 1 (2.38%) Jinja
4 1 (2.38%) LESS
4 1 (2.38%) Oracle Fusion
4 1 (2.38%) Pug
4 1 (2.38%) REST
4 1 (2.38%) Sass
4 1 (2.38%) SOAP
4 1 (2.38%) Visualforce
Miscellaneous
1 12 (28.57%) Management Information System
2 7 (16.67%) Analytical Skills
3 3 (7.14%) Data Centre
4 2 (4.76%) Self-Motivation
5 1 (2.38%) Data Structures
5 1 (2.38%) Replication
5 1 (2.38%) User Experience
Operating Systems
1 2 (4.76%) Windows
1 2 (4.76%) Windows Server
Processes & Methodologies
1 42 (100.00%) Migration
2 17 (40.48%) ERP
3 13 (30.95%) Data Extraction
3 13 (30.95%) Project Management
4 10 (23.81%) Logistics
4 10 (23.81%) Quality Management
5 6 (14.29%) Agile Software Development
5 6 (14.29%) Business Transformation
5 6 (14.29%) CRM
6 5 (11.90%) Cybersecurity
6 5 (11.90%) Data Analysis
6 5 (11.90%) Systems Analysis
6 5 (11.90%) TOGAF
7 4 (9.52%) Analytics
7 4 (9.52%) Business Analysis
7 4 (9.52%) Data Modelling
7 4 (9.52%) ITIL
7 4 (9.52%) Problem-Solving
8 3 (7.14%) Decision-Making
8 3 (7.14%) Digital Transformation Programme
Programming Languages
1 12 (28.57%) SQL
2 2 (4.76%) C#
2 2 (4.76%) Java
2 2 (4.76%) JavaScript
2 2 (4.76%) Python
3 1 (2.38%) Apex Code
3 1 (2.38%) SOQL
3 1 (2.38%) SOSL
3 1 (2.38%) T-SQL
3 1 (2.38%) VB.NET
Qualifications
1 6 (14.29%) SC Cleared
1 6 (14.29%) Security Cleared
2 1 (2.38%) Degree
Quality Assurance & Compliance
1 14 (33.33%) Data Quality
2 1 (2.38%) QA
2 1 (2.38%) Sarbanes-Oxley
Systems Management
1 4 (9.52%) SCOM
2 3 (7.14%) SCCM
Vendors
1 7 (16.67%) Microsoft
2 4 (9.52%) Oracle
3 3 (7.14%) SAP
4 2 (4.76%) Salesforce.com
4 2 (4.76%) Splunk
5 1 (2.38%) Sage
5 1 (2.38%) Tableau
5 1 (2.38%) Talend
5 1 (2.38%) Workday