Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
UK > Scotland
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 176 186 192
Rank change year-on-year +10 +6 +17
Permanent jobs citing Data Migration 49 30 54
As % of all permanent IT jobs advertised in Scotland 0.87% 0.58% 0.84%
As % of the Processes & Methodologies category 0.96% 0.63% 0.93%
Number of salaries quoted 29 5 42
Scotland median annual salary £47,500 £95,000 £45,000
Median salary % change year-on-year -50.00% +111.11% +12.50%
10th Percentile £26,113 £50,050 £37,120
90th Percentile £72,500 £106,500 £84,250
UK median annual salary £52,500 £52,500 £52,500

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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5127 4738 5824
As % of all permanent IT jobs advertised in Scotland 90.84% 91.34% 90.86%
Number of salaries quoted 3274 2875 3684
Scotland median annual salary £45,000 £44,500 £42,500
Median salary % change year-on-year +1.12% +4.71% +2.41%
10th Percentile £28,250 £28,250 £27,575
90th Percentile £65,875 £65,000 £63,925
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Data Migration
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Migration in Scotland

Data Migration
Salary Trend in Scotland

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

Salary trend for Data Migration in Scotland

Data Migration
Salary Histogram in Scotland

The salary distribution of IT jobs citing Data Migration in Scotland over the 6 months to 23 November 2017.

Salary histogram for Data Migration in Scotland

Data Migration
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the Scotland region over the 6 months to 23 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
Glasgow 0 24 £55,000 -42.86% 1
Edinburgh -6 19 £29,230 -46.85% 2
Aberdeen - 2 £60,000 -
Midlothian - 1 £30,000 -
Orkney Islands - 1 - -
Highlands - 1 £55,000 -
Data Migration
UK

For the 6 months to 23 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 Scotland region with a requirement for Data Migration.

1 49 (100.00%) Migration
2 18 (36.73%) Finance
2 18 (36.73%) Analytical Skills
3 16 (32.65%) Microsoft
4 15 (30.61%) Data Quality
5 14 (28.57%) Data Integration
5 14 (28.57%) SQL Server
6 13 (26.53%) Degree
7 12 (24.49%) SQL
7 12 (24.49%) SAP
7 12 (24.49%) ETL
8 11 (22.45%) Dynamics 365
9 10 (20.41%) Hybrid Cloud
9 10 (20.41%) iPaaS
9 10 (20.41%) SAP HANA
9 10 (20.41%) SAP Data Services
9 10 (20.41%) High Availability
9 10 (20.41%) DevOps
9 10 (20.41%) Quality Management
9 10 (20.41%) CRM
9 10 (20.41%) Technical Architecture
9 10 (20.41%) Information Management
9 10 (20.41%) SQL Server Reporting Services
10 9 (18.37%) Dynamics CRM
10 9 (18.37%) Dynamics AX
10 9 (18.37%) ERP
11 8 (16.33%) Manufacturing
11 8 (16.33%) Banking
11 8 (16.33%) Stakeholder Management
11 8 (16.33%) Presales

Data Migration
Co-occurring IT Skills in Scotland 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 (4.08%) Confluence
2 1 (2.04%) IIS
2 1 (2.04%) SAS
2 1 (2.04%) SharePoint
2 1 (2.04%) SharePoint 2010
Applications
1 4 (8.16%) Microsoft Excel
2 2 (4.08%) Microsoft Office
2 2 (4.08%) MS Visio
Business Applications
1 9 (18.37%) Dynamics AX
1 9 (18.37%) Dynamics CRM
2 2 (4.08%) PeopleSoft Financials
3 1 (2.04%) FRx
3 1 (2.04%) Infor M3
3 1 (2.04%) Salesforce.com CRM
Cloud Services
1 11 (22.45%) Dynamics 365
2 10 (20.41%) iPaaS
3 2 (4.08%) IBM Blueworks
Communications & Networking
1 1 (2.04%) Internet
Database & Business Intelligence
1 14 (28.57%) SQL Server
2 10 (20.41%) SAP Data Services
2 10 (20.41%) SAP HANA
2 10 (20.41%) SQL Server Reporting Services
3 6 (12.24%) Power BI
4 3 (6.12%) Data Mining
4 3 (6.12%) Star Schema
5 2 (4.08%) Data Warehouse
5 2 (4.08%) Relational Database
5 2 (4.08%) SQL Server Integration Services
6 1 (2.04%) Ingres
6 1 (2.04%) RDBMS
6 1 (2.04%) SQL Server 2012
6 1 (2.04%) SQL Server Analysis Services
Development Applications
1 3 (6.12%) ERwin
1 3 (6.12%) MagicDraw
2 2 (4.08%) JIRA
2 2 (4.08%) MorphX
3 1 (2.04%) SQL Server Management Studio (SSMS)
3 1 (2.04%) Subversion
3 1 (2.04%) Team Foundation Server
General
1 18 (36.73%) Finance
2 8 (16.33%) Banking
2 8 (16.33%) Manufacturing
3 3 (6.12%) Corporate Banking
3 3 (6.12%) Investment Banking
4 2 (4.08%) Retail Banking
5 1 (2.04%) Back Office
5 1 (2.04%) Marketing
5 1 (2.04%) Retail
5 1 (2.04%) Telecoms
Job Titles
1 13 (26.53%) Architect
2 11 (22.45%) Analyst
2 11 (22.45%) Consultant
3 10 (20.41%) Business Analyst
3 10 (20.41%) Integration Architect
3 10 (20.41%) SAP Architect
3 10 (20.41%) SAP Technical Architect
3 10 (20.41%) Technical Architect
4 7 (14.29%) Developer
5 6 (12.24%) Senior Analyst
6 5 (10.20%) DBA
6 5 (10.20%) Dynamics AX Consultant
6 5 (10.20%) Senior Business Analyst
7 4 (8.16%) CRM Consultant
7 4 (8.16%) Dynamics CRM Consultant
8 3 (6.12%) ERP Consultant
8 3 (6.12%) Information Architect
8 3 (6.12%) Investment Banking Business Analyst
8 3 (6.12%) Junior Consultant
8 3 (6.12%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (6.12%) XML
1 3 (6.12%) XML Schema
2 2 (4.08%) .NET
3 1 (2.04%) ASP.NET
3 1 (2.04%) CSS
3 1 (2.04%) EDI
3 1 (2.04%) HTML
3 1 (2.04%) MDX
3 1 (2.04%) WCF
Miscellaneous
1 18 (36.73%) Analytical Skills
2 10 (20.41%) Hybrid Cloud
3 5 (10.20%) Replication
4 3 (6.12%) Taxonomies
5 2 (4.08%) Equities
5 2 (4.08%) Fixed Income
5 2 (4.08%) Reference Data
6 1 (2.04%) Credit Risk
6 1 (2.04%) Linux Command Line
6 1 (2.04%) Mainframe
Operating Systems
1 4 (8.16%) Windows
2 1 (2.04%) Linux
Processes & Methodologies
1 49 (100.00%) Migration
2 14 (28.57%) Data Integration
3 12 (24.49%) ETL
4 10 (20.41%) CRM
4 10 (20.41%) DevOps
4 10 (20.41%) High Availability
4 10 (20.41%) Information Management
4 10 (20.41%) Quality Management
4 10 (20.41%) Technical Architecture
5 9 (18.37%) ERP
6 8 (16.33%) Presales
6 8 (16.33%) Stakeholder Management
7 7 (14.29%) Business Intelligence
7 7 (14.29%) Data Modelling
8 6 (12.24%) Data Management
9 5 (10.20%) Agile Software Development
9 5 (10.20%) Data Analysis
9 5 (10.20%) Project Management
9 5 (10.20%) Scenario Testing
10 4 (8.16%) Acceptance Criteria
Programming Languages
1 12 (24.49%) SQL
2 3 (6.12%) JavaScript
2 3 (6.12%) T-SQL
3 2 (4.08%) C#
3 2 (4.08%) X++
4 1 (2.04%) AWK
4 1 (2.04%) Bash Shell
4 1 (2.04%) Korn
4 1 (2.04%) sed
4 1 (2.04%) Shell Script
Qualifications
1 13 (26.53%) Degree
2 3 (6.12%) ISEB
2 3 (6.12%) Microsoft Certification
3 2 (4.08%) MCP
Quality Assurance & Compliance
1 15 (30.61%) Data Quality
2 2 (4.08%) ISO 20022
Vendors
1 16 (32.65%) Microsoft
2 12 (24.49%) SAP
3 4 (8.16%) JD Edwards
3 4 (8.16%) PeopleSoft
4 3 (6.12%) Oracle
5 2 (4.08%) IBM
6 1 (2.04%) Infor
6 1 (2.04%) Salesforce.com