The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Migration over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Migration
UK / Scotland
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 94 81 108
Rank change year-on-year -13 +27  
Permanent jobs citing Migration 42 82 53
As % of all permanent IT jobs advertised in Scotland 1.81% 2.80% 1.70%
As % of the Processes & Methodologies category 1.98% 3.09% 1.91%
Number of salaries quoted 33 45 22
Median salary £42,500 £45,000 £53,750
Median salary % change year-on-year -5.55% -16.27%  
90% offered a salary of more than £32,900 £25,000 £42,650
10% offered a salary of more than £55,000 £51,500 £57,500
UK excluding London median salary £45,000 £43,500 £47,500
% change year-on-year +3.44% -8.42%  

Migration is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2122 2654 2770
As % of all permanent IT job vacancies advertised in Scotland 91.35% 90.49% 89.04%
Number of salaries quoted 1322 1714 1688
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Migration
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Migration as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Migration in Scotland

Migration
Salary Trend in Scotland

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

Salary trend for Migration in Scotland

Migration
Salary Histogram in Scotland

The salary distribution of IT jobs citing Migration in Scotland over the 3 months to 28 March 2017.

Salary histogram for Migration in Scotland

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 Migration within the Scotland region over the 3 months to 28 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -5 30 £42,500 -10.52% 5
Glasgow -2 10 £35,756 -18.27% 4
Aberdeen -1 1 £42,500 -5.55%
West Lothian - 1 £29,000 -
Migration
UK

Migration
Top 30 Co-occurring IT Skills in Scotland

For the 6 months to 28 March 2017, IT jobs citing 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 Migration.

1 39 (45.88%) Finance
2 29 (34.12%) Analytical Skills
3 19 (22.35%) Banking
3 19 (22.35%) Data Migration
4 18 (21.18%) Project Management
5 15 (17.65%) Stakeholder Management
6 14 (16.47%) SQL
6 14 (16.47%) Retail
7 12 (14.12%) Translating Business Requirements
7 12 (14.12%) SQL Server
8 11 (12.94%) Business Analysis
8 11 (12.94%) Requirements Analysis
9 10 (11.76%) Retail Banking
10 9 (10.59%) Data Modelling
11 8 (9.41%) .NET
11 8 (9.41%) C#
11 8 (9.41%) JavaScript
12 7 (8.24%) XML
12 7 (8.24%) Windows
12 7 (8.24%) Microsoft
12 7 (8.24%) Validation
12 7 (8.24%) Requirements Management
13 6 (7.06%) Degree
13 6 (7.06%) Data Integration
13 6 (7.06%) Analytics
13 6 (7.06%) OLTP
13 6 (7.06%) CRM
13 6 (7.06%) Data Warehouse
13 6 (7.06%) UML
13 6 (7.06%) OLAP

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 4 (4.71%) CMS
1 4 (4.71%) Sitecore CMS
2 3 (3.53%) SAS
3 2 (2.35%) SharePoint
4 1 (1.18%) BizTalk Server
4 1 (1.18%) MS Exchange
4 1 (1.18%) WebSphere
Applications
1 2 (2.35%) MS Office
2 1 (1.18%) MS Excel
2 1 (1.18%) MS Visio
Business Applications
1 2 (2.35%) Dynamics CRM
1 2 (2.35%) SAP HCM
2 1 (1.18%) Dynamics NAV
2 1 (1.18%) SAP HR
Cloud Services
1 4 (4.71%) Microsoft Azure
2 3 (3.53%) Cloud Computing
2 3 (3.53%) Office 365
3 2 (2.35%) Amazon AWS
4 1 (1.18%) SuccessFactors
Communications & Networking
1 2 (2.35%) Firewall
2 1 (1.18%) LDAP
2 1 (1.18%) TCP/IP
2 1 (1.18%) VPN
Database & Business Intelligence
1 12 (14.12%) SQL Server
2 6 (7.06%) Data Warehouse
2 6 (7.06%) OLAP
2 6 (7.06%) OLTP
3 4 (4.71%) Data Lake
3 4 (4.71%) Star Schema
4 3 (3.53%) SQL Server Integration Services
5 2 (2.35%) SAS Visual Analytics
5 2 (2.35%) SQL Server 2005
5 2 (2.35%) SQL Server 2012
6 1 (1.18%) DataStage
6 1 (1.18%) Oracle Database
6 1 (1.18%) SAS Data Integration Studio
6 1 (1.18%) SAS Enterprise Miner
6 1 (1.18%) SQL Server 2016
6 1 (1.18%) SQL Server Reporting Services
Development Applications
1 4 (4.71%) ERwin
1 4 (4.71%) MagicDraw
2 2 (2.35%) Oracle Forms
3 1 (1.18%) LSMW
3 1 (1.18%) Oracle APEX
3 1 (1.18%) Visual Studio
General
1 39 (45.88%) Finance
2 19 (22.35%) Banking
3 14 (16.47%) Retail
4 10 (11.76%) Retail Banking
5 4 (4.71%) Back Office
5 4 (4.71%) General Ledger
6 1 (1.18%) Billing
6 1 (1.18%) Financial Institution
6 1 (1.18%) Front Office
6 1 (1.18%) Legal
6 1 (1.18%) Manufacturing
Job Titles
1 28 (32.94%) Analyst
2 14 (16.47%) Business Analyst
2 14 (16.47%) Developer
3 13 (15.29%) IT Analyst
4 9 (10.59%) Project Manager
5 7 (8.24%) Consultant
6 6 (7.06%) DBA
7 5 (5.88%) .NET Developer
7 5 (5.88%) Architect
7 5 (5.88%) ASP Developer
7 5 (5.88%) Classic ASP Developer
7 5 (5.88%) Information Architect
7 5 (5.88%) SQL DBA
7 5 (5.88%) Systems Developer
8 4 (4.71%) Change Manager
8 4 (4.71%) Change Project Manager
8 4 (4.71%) Project Change Manager
8 4 (4.71%) SQL Developer
8 4 (4.71%) Technical Leader
9 3 (3.53%) Senior Analyst
Libraries, Frameworks & Software Standards
1 8 (9.41%) .NET
2 7 (8.24%) XML
3 6 (7.06%) ASP.NET
4 5 (5.88%) Classic ASP
4 5 (5.88%) jQuery
5 4 (4.71%) XML Schema
6 3 (3.53%) CSS
7 2 (2.35%) Web Services
8 1 (1.18%) JSON
8 1 (1.18%) REST
8 1 (1.18%) SOAP
Miscellaneous
1 29 (34.12%) Analytical Skills
2 4 (4.71%) Reference Data
2 4 (4.71%) Taxonomies
3 3 (3.53%) Data Centre
4 2 (2.35%) Computer Science
4 2 (2.35%) Driving Licence
4 2 (2.35%) EMC VNX
4 2 (2.35%) Virtual Team
5 1 (1.18%) Client/Server
5 1 (1.18%) Clustering
5 1 (1.18%) Linux Command Line
5 1 (1.18%) Replication
5 1 (1.18%) User Experience
Operating Systems
1 7 (8.24%) Windows
2 4 (4.71%) Windows Server
3 3 (3.53%) Unix
4 2 (2.35%) Linux
5 1 (1.18%) Windows 10
5 1 (1.18%) Windows 7
5 1 (1.18%) Windows 8
5 1 (1.18%) Windows Server 2008
5 1 (1.18%) Windows Server 2012
Processes & Methodologies
1 19 (22.35%) Data Migration
2 18 (21.18%) Project Management
3 15 (17.65%) Stakeholder Management
4 12 (14.12%) Translating Business Requirements
5 11 (12.94%) Business Analysis
5 11 (12.94%) Requirements Analysis
6 9 (10.59%) Data Modelling
7 7 (8.24%) Requirements Management
7 7 (8.24%) Validation
8 6 (7.06%) Analytics
8 6 (7.06%) CRM
8 6 (7.06%) Data Integration
8 6 (7.06%) UML
9 5 (5.88%) Data Architecture
9 5 (5.88%) Information Architecture
9 5 (5.88%) Metadata Management
9 5 (5.88%) OO
9 5 (5.88%) OOP
9 5 (5.88%) Procedural Programming
9 5 (5.88%) Web Development
Programming Languages
1 14 (16.47%) SQL
2 8 (9.41%) C#
2 8 (9.41%) JavaScript
3 5 (5.88%) PL/SQL
3 5 (5.88%) T-SQL
4 4 (4.71%) Java
5 2 (2.35%) PowerShell
5 2 (2.35%) Shell Script
6 1 (1.18%) Groovy
Qualifications
1 6 (7.06%) Degree
2 2 (2.35%) CCNA
2 2 (2.35%) CCNP
2 2 (2.35%) Cisco Certification
2 2 (2.35%) SAS Certification
2 2 (2.35%) VMware Certified Professional (VCP)
3 1 (1.18%) MCITP
3 1 (1.18%) MCTS
3 1 (1.18%) Microsoft Certification
3 1 (1.18%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (4.71%) Data Quality
1 4 (4.71%) ISO20022
2 1 (1.18%) QA
2 1 (1.18%) Sarbanes-Oxley
2 1 (1.18%) SLA
System Software
1 4 (4.71%) Active Directory
2 3 (3.53%) VMware Infrastructure
3 1 (1.18%) Hyper-V
3 1 (1.18%) SRDF
Systems Management
1 2 (2.35%) HAProxy
1 2 (2.35%) HP Quality Center
1 2 (2.35%) Nagios
1 2 (2.35%) SCCM
2 1 (1.18%) AirWatch
2 1 (1.18%) Opscode Chef
2 1 (1.18%) Puppet
Vendors
1 7 (8.24%) Microsoft
2 5 (5.88%) IBM
3 4 (4.71%) Oracle
3 4 (4.71%) SAP
3 4 (4.71%) Sitecore
3 4 (4.71%) VMware
4 3 (3.53%) HP
5 2 (2.35%) Brocade
5 2 (2.35%) Cisco
5 2 (2.35%) Dell
5 2 (2.35%) EMC
5 2 (2.35%) EqualLogic
5 2 (2.35%) Veeam
5 2 (2.35%) Zerto
6 1 (1.18%) Apple
6 1 (1.18%) Informatica
6 1 (1.18%) MobileIron
6 1 (1.18%) Remedy
6 1 (1.18%) Sophos
6 1 (1.18%) Sun
Edinburgh, Midlothian
Sanderson
Salary: excellent benefits
Posted: 23 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 6 days ago
Glasgow
CCA Recruitment
Salary: £0 - £35,000 per year
Posted: 4 days ago
Glasgow, Lanarkshire
Sopra Steria Recruitment
Salary: From £35,000 to £38,025 per annum
Posted: 5 days ago