Period
to 20 November 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 20 November 2018 with a comparison to the same period in the previous 2 years.

Data Migration
England > Yorkshire
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 237 244 254
Rank change year-on-year +7 +10 -11
Permanent jobs citing Data Migration 56 78 77
As % of all permanent IT jobs advertised in Yorkshire 0.66% 0.79% 0.70%
As % of the Processes & Methodologies category 0.73% 0.87% 0.76%
Number of salaries quoted 43 58 68
Yorkshire median annual salary £40,000 £46,000 £42,500
Median salary % change year-on-year -13.04% +8.24% -5.56%
10th Percentile £24,750 £32,350 £28,225
90th Percentile £68,000 £65,000 £56,450
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -

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 7,724 9,012 10,097
As % of all permanent IT jobs advertised in Yorkshire 91.64% 91.76% 91.57%
Number of salaries quoted 6,286 7,559 8,486
Yorkshire median annual salary £42,500 £42,500 £41,000
Median salary % change year-on-year - +3.66% +2.50%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £62,253 £60,000 £62,500
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 20 November 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 20 November 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 +20 39 £43,000 -8.99% 9
South Yorkshire -20 15 £26,500 -44.21%
North Yorkshire -7 1 £47,500 +11.76%
Data Migration
England

For the 6 months to 20 November 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 56 (100.00%) Migration
2 21 (37.50%) SQL
3 20 (35.71%) Finance
4 15 (26.79%) Microsoft Excel
5 14 (25.00%) Project Management
6 12 (21.43%) Microsoft
6 12 (21.43%) ERP
7 11 (19.64%) Data Quality
8 10 (17.86%) Stakeholder Management
9 9 (16.07%) Data Extraction
9 9 (16.07%) Analytical Skills
10 8 (14.29%) Management Information System
10 8 (14.29%) Agile Software Development
11 7 (12.50%) Data Analysis
11 7 (12.50%) ETL
11 7 (12.50%) Data Warehouse
11 7 (12.50%) Python
11 7 (12.50%) IIS
11 7 (12.50%) Analytics
12 6 (10.71%) SQL Server
12 6 (10.71%) MS Access
12 6 (10.71%) CRM
12 6 (10.71%) Quality Management
12 6 (10.71%) Logistics
13 5 (8.93%) Systems Analysis
13 5 (8.93%) Business Analysis
13 5 (8.93%) Microsoft PowerPoint
13 5 (8.93%) MS Visio
13 5 (8.93%) Windows
13 5 (8.93%) 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 (12.50%) IIS
2 2 (3.57%) Tomcat
3 1 (1.79%) SAS
Applications
1 15 (26.79%) Microsoft Excel
2 5 (8.93%) Microsoft PowerPoint
2 5 (8.93%) MS Visio
3 2 (3.57%) Microsoft Project
4 1 (1.79%) GIMP
4 1 (1.79%) Microsoft Office
4 1 (1.79%) Photoshop
Business Applications
1 2 (3.57%) Dynamics AX
1 2 (3.57%) Oracle ERP
2 1 (1.79%) Dynamics CRM
2 1 (1.79%) Dynamics NAV
2 1 (1.79%) iTrent
2 1 (1.79%) Oracle Assets
2 1 (1.79%) Oracle Cash Management
2 1 (1.79%) Oracle EBS R12
2 1 (1.79%) Oracle Payables
2 1 (1.79%) Oracle Procure-to-Pay
2 1 (1.79%) Oracle Receivables
2 1 (1.79%) ResourceLink
2 1 (1.79%) Sage 200
2 1 (1.79%) SAP HR
2 1 (1.79%) SnowdropKCS
Cloud Services
1 3 (5.36%) SaaS
2 1 (1.79%) Amazon AWS
2 1 (1.79%) Microsoft Azure
2 1 (1.79%) Salesforce Sales Cloud
2 1 (1.79%) Salesforce Service Cloud
Communications & Networking
1 3 (5.36%) TCP/IP
2 2 (3.57%) Firewall
Database & Business Intelligence
1 7 (12.50%) Data Warehouse
2 6 (10.71%) MS Access
2 6 (10.71%) SQL Server
3 4 (7.14%) Relational Database
4 3 (5.36%) NoSQL
5 2 (3.57%) MongoDB
5 2 (3.57%) SQL Server Integration Services
5 2 (3.57%) SQL Server Reporting Services
6 1 (1.79%) Power BI
6 1 (1.79%) RDBMS
6 1 (1.79%) SQL Server 2008
6 1 (1.79%) SQL Server 2012
6 1 (1.79%) SQL Server 2014
6 1 (1.79%) SQL Server Analysis Services
6 1 (1.79%) SSDT
6 1 (1.79%) Star Schema
Development Applications
1 2 (3.57%) Visual Studio
2 1 (1.79%) Bundler
2 1 (1.79%) gulp
2 1 (1.79%) Team Foundation Server
General
1 20 (35.71%) Finance
2 2 (3.57%) Advertising
2 2 (3.57%) General Ledger
3 1 (1.79%) Banking
3 1 (1.79%) Billing
3 1 (1.79%) Legal
3 1 (1.79%) Marketing
Job Titles
1 16 (28.57%) Analyst
2 12 (21.43%) Consultant
3 7 (12.50%) Data Analyst
4 5 (8.93%) Architect
4 5 (8.93%) Data Engineer
4 5 (8.93%) ERP Consultant
5 4 (7.14%) Business Architect
5 4 (7.14%) Data Migration Manager
5 4 (7.14%) Developer
5 4 (7.14%) IT Manager
5 4 (7.14%) Migration Manager
6 3 (5.36%) Applications Support
6 3 (5.36%) Data Migration Project Manager
6 3 (5.36%) Implementation Consultant
6 3 (5.36%) IT Project Manager
6 3 (5.36%) Migration Project Manager
6 3 (5.36%) Project Manager
6 3 (5.36%) Senior Data Engineer
6 3 (5.36%) Support Analyst
6 3 (5.36%) Test Analyst
Libraries, Frameworks & Software Standards
1 5 (8.93%) Web Services
2 4 (7.14%) .NET
2 4 (7.14%) MSMQ
2 4 (7.14%) RabbitMQ
2 4 (7.14%) XML
3 2 (3.57%) AngularJS
3 2 (3.57%) CSS
3 2 (3.57%) REST
3 2 (3.57%) SOAP
4 1 (1.79%) Ajax
4 1 (1.79%) CSS3
4 1 (1.79%) EJS
4 1 (1.79%) Jinja
4 1 (1.79%) jQuery
4 1 (1.79%) LESS
4 1 (1.79%) Oracle Fusion
4 1 (1.79%) Pug
4 1 (1.79%) RESTful
4 1 (1.79%) Sass
4 1 (1.79%) Visualforce
Miscellaneous
1 9 (16.07%) Analytical Skills
2 8 (14.29%) Management Information System
3 1 (1.79%) FMCG
3 1 (1.79%) Mainframe
3 1 (1.79%) Replication
3 1 (1.79%) Self-Motivation
3 1 (1.79%) User Experience
Operating Systems
1 5 (8.93%) Windows
1 5 (8.93%) Windows Server
Processes & Methodologies
1 56 (100.00%) Migration
2 14 (25.00%) Project Management
3 12 (21.43%) ERP
4 10 (17.86%) Stakeholder Management
5 9 (16.07%) Data Extraction
6 8 (14.29%) Agile Software Development
7 7 (12.50%) Analytics
7 7 (12.50%) Data Analysis
7 7 (12.50%) ETL
8 6 (10.71%) CRM
8 6 (10.71%) Logistics
8 6 (10.71%) Quality Management
9 5 (8.93%) Business Analysis
9 5 (8.93%) Business Transformation
9 5 (8.93%) Dependency Management
9 5 (8.93%) ITIL
9 5 (8.93%) Systems Analysis
10 4 (7.14%) Business Intelligence
10 4 (7.14%) PRINCE2
10 4 (7.14%) Problem-Solving
Programming Languages
1 21 (37.50%) SQL
2 7 (12.50%) Python
3 4 (7.14%) T-SQL
4 3 (5.36%) C#
4 3 (5.36%) JavaScript
5 2 (3.57%) Java
5 2 (3.57%) R
5 2 (3.57%) Ruby
6 1 (1.79%) Apex Code
6 1 (1.79%) SOQL
6 1 (1.79%) SOSL
6 1 (1.79%) VB.NET
Qualifications
1 5 (8.93%) SC Cleared
1 5 (8.93%) Security Cleared
2 3 (5.36%) ISEB
2 3 (5.36%) ISTQB
3 2 (3.57%) TOGAF Certification
4 1 (1.79%) ACCA
4 1 (1.79%) CIMA
4 1 (1.79%) Degree
Quality Assurance & Compliance
1 11 (19.64%) Data Quality
2 3 (5.36%) GDPR
3 1 (1.79%) ISO 9001
3 1 (1.79%) ISO/IEC 27001
3 1 (1.79%) PMO
3 1 (1.79%) QA
3 1 (1.79%) Sarbanes-Oxley
System Software
1 3 (5.36%) Active Directory
Systems Management
1 4 (7.14%) SCOM
Vendors
1 12 (21.43%) Microsoft
2 3 (5.36%) Oracle
3 2 (3.57%) Sage
3 2 (3.57%) Salesforce.com
4 1 (1.79%) Infor
4 1 (1.79%) NGA Human Resources
4 1 (1.79%) Northgate
4 1 (1.79%) SAP
4 1 (1.79%) Splunk
4 1 (1.79%) Workday