Migration Jobs in Scotland

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 22 June 2017 with a comparison to the same period in the previous 2 years.

Migration UK / Scotland
Location	3 months to 22 Jun 2017	Same period 2016	Same period 2015
Rank	112	102	102
Rank change year-on-year	-10	0
Permanent jobs citing Migration	40	64	62
As % of all permanent IT jobs advertised in Scotland	1.50%	2.24%	1.98%
As % of the Processes & Methodologies category	1.64%	2.45%	2.21%
Number of salaries quoted	17	28	34
Median salary	£41,500	£44,000	£55,000
Median salary % change year-on-year	-5.68%	-20.00%
90% offered a salary of more than	£29,600	£22,900	£38,000
10% offered a salary of more than	£67,000	£53,250	£75,000
UK excluding London median salary	£45,000	£45,000	£45,000

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	2439	2617	2809
As % of all permanent IT job vacancies advertised in Scotland	91.49%	91.54%	89.92%
Number of salaries quoted	1562	1474	1762
Median salary	£45,000	£45,000	£43,913
Median salary % change year-on-year	-	+2.47%
90% offered a salary of more than	£31,500	£30,000	£32,000
10% offered a salary of more than	£70,000	£60,000	£65,000
UK excluding London median salary	£45,000	£45,000	£44,000
% change year-on-year	-	+2.27%

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.

Migration
Salary Histogram in Scotland

The salary distribution of IT jobs citing Migration in Scotland over the 3 months to 22 June 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 22 June 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	-24	26	£40,750	-14.21%	5
Glasgow	+14	10	£67,500	+64.63%	1
Aberdeen	-7	2	£50,000	-	3
West Lothian	-4	1	£29,000	-22.66%	1
Midlothian	-	1	£30,000	-	1
Migration UK

Migration
Top 30 Co-occurring IT Skills in Scotland

For the 6 months to 22 June 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	50 (60.98%)	Finance
2	21 (25.61%)	Analytical Skills
3	17 (20.73%)	Stakeholder Management
4	15 (18.29%)	Banking
4	15 (18.29%)	Retail
4	15 (18.29%)	Data Migration
5	11 (13.41%)	Retail Banking
5	11 (13.41%)	SQL
5	11 (13.41%)	Project Management
6	10 (12.20%)	Requirements Analysis
6	10 (12.20%)	Business Analysis
7	9 (10.98%)	Requirements Management
7	9 (10.98%)	Microsoft
7	9 (10.98%)	Validation
8	8 (9.76%)	Windows

9	6 (7.32%)	XML
9	6 (7.32%)	Data Modelling
9	6 (7.32%)	Agile Software Development
9	6 (7.32%)	Microsoft Azure
10	5 (6.10%)	Data Centre
10	5 (6.10%)	HAProxy
10	5 (6.10%)	Data Management
10	5 (6.10%)	Data Integration
10	5 (6.10%)	CRM
10	5 (6.10%)	PL/SQL
10	5 (6.10%)	SQL Server
10	5 (6.10%)	Contingency Planning
10	5 (6.10%)	Regulatory Compliance
11	4 (4.88%)	Disaster Recovery
11	4 (4.88%)	SAP

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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	3 (3.66%)	SAS
2	2 (2.44%)	Apache Spark
2	2 (2.44%)	SharePoint
3	1 (1.22%)	BizTalk Server
3	1 (1.22%)	MS Exchange
3	1 (1.22%)	WebSphere

Applications
1	3 (3.66%)	Microsoft Office
2	1 (1.22%)	Microsoft Excel

Business Applications
1	3 (3.66%)	Dynamics CRM
2	1 (1.22%)	Dynamics AX
2	1 (1.22%)	Dynamics NAV
2	1 (1.22%)	SAP HCM

Cloud Services
1	6 (7.32%)	Microsoft Azure
2	4 (4.88%)	Cloud Computing
3	3 (3.66%)	Amazon AWS
3	3 (3.66%)	Office 365
4	1 (1.22%)	Dynamics 365
4	1 (1.22%)	SuccessFactors

Communications & Networking
1	2 (2.44%)	Firewall
2	1 (1.22%)	LDAP
2	1 (1.22%)	TCP/IP
2	1 (1.22%)	VPN

Database & Business Intelligence
1	5 (6.10%)	SQL Server
2	3 (3.66%)	Data Mining
2	3 (3.66%)	Data Warehouse
2	3 (3.66%)	Star Schema
3	2 (2.44%)	Big Data
3	2 (2.44%)	Hadoop
3	2 (2.44%)	PowerCenter
3	2 (2.44%)	SAS Visual Analytics
3	2 (2.44%)	SQL Server Integration Services
3	2 (2.44%)	SQL Server Reporting Services
4	1 (1.22%)	Ingres
4	1 (1.22%)	OLTP
4	1 (1.22%)	Oracle Database
4	1 (1.22%)	Power BI
4	1 (1.22%)	RDBMS
4	1 (1.22%)	Relational Database
4	1 (1.22%)	SAS Enterprise Miner
4	1 (1.22%)	SQL Server 2005
4	1 (1.22%)	SQL Server 2012
4	1 (1.22%)	SQL Server 2016

Development Applications
1	3 (3.66%)	ERwin
1	3 (3.66%)	Jenkins
1	3 (3.66%)	MagicDraw
1	3 (3.66%)	Selenium
2	1 (1.22%)	Oracle APEX
2	1 (1.22%)	Oracle Forms
2	1 (1.22%)	Visual Studio

General
1	50 (60.98%)	Finance
2	15 (18.29%)	Banking
2	15 (18.29%)	Retail
3	11 (13.41%)	Retail Banking
4	2 (2.44%)	Billing
4	2 (2.44%)	Financial Institution
4	2 (2.44%)	Front Office
4	2 (2.44%)	Manufacturing
5	1 (1.22%)	Legal

Job Titles
1	23 (28.05%)	Analyst
2	18 (21.95%)	Consultant
3	13 (15.85%)	Project Manager
4	12 (14.63%)	Business Analyst
4	12 (14.63%)	Cloud Consultant
4	12 (14.63%)	Principal Consultant
5	11 (13.41%)	Developer
6	7 (8.54%)	IT Analyst
7	5 (6.10%)	Senior Analyst
8	4 (4.88%)	Architect
8	4 (4.88%)	Change Manager
8	4 (4.88%)	Change Project Manager
8	4 (4.88%)	Information Architect
8	4 (4.88%)	IT Manager
8	4 (4.88%)	IT Project Manager
8	4 (4.88%)	Project Change Manager
9	3 (3.66%)	Cloud Developer
9	3 (3.66%)	DevOps Developer
9	3 (3.66%)	Incident Manager
9	3 (3.66%)	Systems Analyst

Libraries, Frameworks & Software Standards
1	6 (7.32%)	XML
2	3 (3.66%)	Node.js
2	3 (3.66%)	XML Schema
3	2 (2.44%)	.NET
3	2 (2.44%)	Web Services
4	1 (1.22%)	BAPI
4	1 (1.22%)	CSS
4	1 (1.22%)	JSON
4	1 (1.22%)	REST
4	1 (1.22%)	SAP Smart Forms
4	1 (1.22%)	SOAP

Miscellaneous
1	21 (25.61%)	Analytical Skills
2	5 (6.10%)	Data Centre
3	3 (3.66%)	Taxonomies
4	2 (2.44%)	Computer Science
4	2 (2.44%)	EMC VNX
4	2 (2.44%)	Equities
4	2 (2.44%)	Fixed Income
4	2 (2.44%)	Linux Command Line
4	2 (2.44%)	Reference Data
4	2 (2.44%)	Replication
4	2 (2.44%)	Virtual Team
5	1 (1.22%)	Client/Server
5	1 (1.22%)	Clustering
5	1 (1.22%)	Credit Risk
5	1 (1.22%)	Driving Licence
5	1 (1.22%)	Mainframe
5	1 (1.22%)	Mobile Computing

Operating Systems
1	8 (9.76%)	Windows
2	3 (3.66%)	Linux
2	3 (3.66%)	Unix
3	2 (2.44%)	Windows 10
3	2 (2.44%)	Windows Server
4	1 (1.22%)	Android
4	1 (1.22%)	Apple iOS
4	1 (1.22%)	Windows 7
4	1 (1.22%)	Windows 8
4	1 (1.22%)	Windows Mobile

Processes & Methodologies
1	17 (20.73%)	Stakeholder Management
2	15 (18.29%)	Data Migration
3	11 (13.41%)	Project Management
4	10 (12.20%)	Business Analysis
4	10 (12.20%)	Requirements Analysis
5	9 (10.98%)	Requirements Management
5	9 (10.98%)	Validation
6	6 (7.32%)	Agile Software Development
6	6 (7.32%)	Data Modelling
7	5 (6.10%)	Contingency Planning
7	5 (6.10%)	CRM
7	5 (6.10%)	Data Integration
7	5 (6.10%)	Data Management
7	5 (6.10%)	Regulatory Compliance
8	4 (4.88%)	Disaster Recovery
8	4 (4.88%)	Metadata Management
8	4 (4.88%)	UML
9	3 (3.66%)	Asset Management
9	3 (3.66%)	Change Management
9	3 (3.66%)	Service Delivery

Programming Languages
1	11 (13.41%)	SQL
2	5 (6.10%)	PL/SQL
3	4 (4.88%)	T-SQL
4	3 (3.66%)	Shell Script
5	2 (2.44%)	C#
5	2 (2.44%)	Java
5	2 (2.44%)	PowerShell
5	2 (2.44%)	Scala
6	1 (1.22%)	ABAP
6	1 (1.22%)	AWK
6	1 (1.22%)	Bash Shell
6	1 (1.22%)	Groovy
6	1 (1.22%)	JavaScript
6	1 (1.22%)	Korn
6	1 (1.22%)	SAPscript
6	1 (1.22%)	sed
6	1 (1.22%)	VBScript

Qualifications
1	3 (3.66%)	Degree
2	2 (2.44%)	CCNA
2	2 (2.44%)	CCNP
2	2 (2.44%)	Cisco Certification
2	2 (2.44%)	Computer Science Degree
2	2 (2.44%)	MCITP
2	2 (2.44%)	MCTS
2	2 (2.44%)	Microsoft Certification
2	2 (2.44%)	SAS Certification
2	2 (2.44%)	VMware Certified Professional (VCP)
3	1 (1.22%)	PRINCE2 Certification

Quality Assurance & Compliance
1	4 (4.88%)	Data Quality
2	2 (2.44%)	ISO 20022
2	2 (2.44%)	QA
2	2 (2.44%)	SLA
3	1 (1.22%)	Sarbanes-Oxley

System Software
1	4 (4.88%)	Active Directory
2	3 (3.66%)	Docker
2	3 (3.66%)	VMware Infrastructure
3	1 (1.22%)	Hyper-V
3	1 (1.22%)	SRDF

Systems Management
1	5 (6.10%)	HAProxy
2	3 (3.66%)	SCCM
3	2 (2.44%)	AirWatch
3	2 (2.44%)	HP Quality Center
3	2 (2.44%)	Nagios

Vendors
1	9 (10.98%)	Microsoft
2	4 (4.88%)	Oracle
2	4 (4.88%)	SAP
3	3 (3.66%)	Informatica
3	3 (3.66%)	VMware
4	2 (2.44%)	Apple
4	2 (2.44%)	Brocade
4	2 (2.44%)	Cisco
4	2 (2.44%)	Dell
4	2 (2.44%)	EMC
4	2 (2.44%)	EqualLogic
4	2 (2.44%)	HP
4	2 (2.44%)	IBM
4	2 (2.44%)	MobileIron
4	2 (2.44%)	Sophos
4	2 (2.44%)	Veeam
4	2 (2.44%)	Zerto
5	1 (1.22%)	Adobe
5	1 (1.22%)	LANDesk
5	1 (1.22%)	Sitecore