Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Migration over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Migration
Scotland > Edinburgh
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 96 84 68
Rank change year-on-year -12 -16 +28
Permanent jobs citing Migration 59 52 100
As % of all permanent IT jobs advertised in Edinburgh 2.18% 2.23% 3.28%
As % of the Processes & Methodologies category 2.40% 2.41% 3.58%
Number of salaries quoted 34 42 61
Edinburgh median annual salary £51,500 £53,500 £50,000
Median salary % change year-on-year -3.74% +7.00% +17.65%
10th Percentile £26,975 £38,750 £33,750
90th Percentile £71,000 £56,250 £84,250
Scotland median annual salary £51,500 £53,000 £45,000
% change year-on-year -2.83% +17.78% -

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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2456 2158 2796
As % of all permanent IT jobs advertised in Edinburgh 90.93% 92.54% 91.67%
Number of salaries quoted 1486 1405 1764
Edinburgh median annual salary £42,500 £45,000 £43,250
Median salary % change year-on-year -5.56% +4.05% +2.98%
10th Percentile £27,000 £29,540 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Migration
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Migration in Edinburgh

Migration
Salary Trend in Edinburgh

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

Salary trend for Migration in Edinburgh

Migration
Salary Histogram in Edinburgh

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

Salary histogram for Migration in Edinburgh

For the 6 months to 23 November 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 Edinburgh region with a requirement for Migration.

1 19 (32.20%) Data Migration
2 18 (30.51%) Finance
3 17 (28.81%) Analytical Skills
4 13 (22.03%) Microsoft Azure
4 13 (22.03%) Data Quality
5 12 (20.34%) DevOps
5 12 (20.34%) Banking
5 12 (20.34%) ETL
6 11 (18.64%) SAP
6 11 (18.64%) Degree
6 11 (18.64%) Retail Banking
6 11 (18.64%) Amazon AWS
7 10 (16.95%) SAP HANA
7 10 (16.95%) High Availability
7 10 (16.95%) SAP Data Services
7 10 (16.95%) Hybrid Cloud
7 10 (16.95%) iPaaS
7 10 (16.95%) Information Management
7 10 (16.95%) Technical Architecture
7 10 (16.95%) Data Integration
7 10 (16.95%) Quality Management
8 9 (15.25%) Microsoft
8 9 (15.25%) Change Management
9 8 (13.56%) Windows
9 8 (13.56%) Software Delivery
10 7 (11.86%) SQL Server
10 7 (11.86%) VMware
10 7 (11.86%) Retail
10 7 (11.86%) Project Planning
10 7 (11.86%) Data Management

Migration
Co-occurring IT Skills in Edinburgh 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 3 (5.08%) Apache Spark
2 2 (3.39%) MS Exchange
2 2 (3.39%) SAS
3 1 (1.69%) Confluence
3 1 (1.69%) Exchange Server 2007
3 1 (1.69%) Exchange Server 2010
3 1 (1.69%) SharePoint
Applications
1 3 (5.08%) Microsoft Project
2 2 (3.39%) MS Visio
Business Applications
1 4 (6.78%) Finacle
1 4 (6.78%) Summit
2 1 (1.69%) Dynamics CRM
Cloud Services
1 13 (22.03%) Microsoft Azure
2 11 (18.64%) Amazon AWS
3 10 (16.95%) iPaaS
4 3 (5.08%) Google Cloud Platform
5 2 (3.39%) Office 365
6 1 (1.69%) Cloud Computing
Communications & Networking
1 6 (10.17%) Firewall
2 5 (8.47%) BIG-IP
2 5 (8.47%) F5 BIG-IP GTM
2 5 (8.47%) F5 BIG-IP LTM
3 3 (5.08%) BGP
3 3 (5.08%) EIGRP
3 3 (5.08%) Ethernet
3 3 (5.08%) Internet
3 3 (5.08%) TCP/IP
3 3 (5.08%) VoIP
4 2 (3.39%) Cisco IOS
4 2 (3.39%) IPsec
4 2 (3.39%) NX-OS
4 2 (3.39%) VPN
5 1 (1.69%) DHCP
5 1 (1.69%) DNS
5 1 (1.69%) NAS
5 1 (1.69%) SAN
5 1 (1.69%) Skype
Database & Business Intelligence
1 10 (16.95%) SAP Data Services
1 10 (16.95%) SAP HANA
2 7 (11.86%) SQL Server
3 4 (6.78%) Data Warehouse
4 3 (5.08%) Big Data
4 3 (5.08%) Hadoop
4 3 (5.08%) PowerCenter
5 1 (1.69%) QlikView
5 1 (1.69%) SQL Server Integration Services
Development Applications
1 1 (1.69%) JIRA
1 1 (1.69%) SQL Server Management Studio (SSMS)
General
1 18 (30.51%) Finance
2 12 (20.34%) Banking
3 11 (18.64%) Retail Banking
4 7 (11.86%) Retail
5 6 (10.17%) Investment Banking
6 3 (5.08%) Back Office
7 1 (1.69%) Manufacturing
7 1 (1.69%) Telecoms
Job Titles
1 12 (20.34%) Project Manager
2 10 (16.95%) Architect
2 10 (16.95%) Integration Architect
2 10 (16.95%) SAP Architect
2 10 (16.95%) SAP Technical Architect
2 10 (16.95%) Technical Architect
3 9 (15.25%) Analyst
4 8 (13.56%) Senior Manager
5 6 (10.17%) Consultant
5 6 (10.17%) IT Analyst
5 6 (10.17%) Retail Banking Project Manager
5 6 (10.17%) Senior Project Manager
6 5 (8.47%) Banking Project Manager
6 5 (8.47%) Network Engineer
7 4 (6.78%) Cloud Consultant
7 4 (6.78%) DBA
7 4 (6.78%) IT Manager
8 3 (5.08%) Developer
8 3 (5.08%) Informatica Developer
8 3 (5.08%) Principal Consultant
Miscellaneous
1 17 (28.81%) Analytical Skills
2 10 (16.95%) Hybrid Cloud
3 4 (6.78%) Replication
4 3 (5.08%) Enterprise Storage
5 2 (3.39%) Enterprise Software
6 1 (1.69%) Credit Risk
6 1 (1.69%) Mainframe
6 1 (1.69%) Mobile Computing
6 1 (1.69%) Video Conferencing
Operating Systems
1 8 (13.56%) Windows
2 5 (8.47%) Unix
3 2 (3.39%) Linux
3 2 (3.39%) Windows Server
3 2 (3.39%) Windows Server 2012
4 1 (1.69%) Android
4 1 (1.69%) Apple iOS
4 1 (1.69%) Windows 10
4 1 (1.69%) Windows Mobile
4 1 (1.69%) Windows Server 2008
Processes & Methodologies
1 19 (32.20%) Data Migration
2 12 (20.34%) DevOps
2 12 (20.34%) ETL
3 10 (16.95%) Data Integration
3 10 (16.95%) High Availability
3 10 (16.95%) Information Management
3 10 (16.95%) Quality Management
3 10 (16.95%) Technical Architecture
4 9 (15.25%) Change Management
5 8 (13.56%) Software Delivery
6 7 (11.86%) Data Management
6 7 (11.86%) Project Planning
7 6 (10.17%) Project Management
8 5 (8.47%) Load Balancing
9 4 (6.78%) PRINCE2
9 4 (6.78%) SDLC
10 3 (5.08%) Collaborative Working
10 3 (5.08%) IT Strategy
10 3 (5.08%) Line Management
10 3 (5.08%) Master Data Management
Programming Languages
1 6 (10.17%) SQL
2 3 (5.08%) PowerShell
2 3 (5.08%) Scala
3 2 (3.39%) Perl
3 2 (3.39%) VBScript
4 1 (1.69%) Bash Shell
4 1 (1.69%) JavaScript
4 1 (1.69%) Python
Qualifications
1 11 (18.64%) Degree
2 5 (8.47%) CCDP
2 5 (8.47%) CCNP
2 5 (8.47%) Cisco Certification
3 3 (5.08%) PMP
4 2 (3.39%) Microsoft Certification
5 1 (1.69%) MCSA
5 1 (1.69%) MCSE
5 1 (1.69%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 13 (22.03%) Data Quality
2 4 (6.78%) QA
3 2 (3.39%) GDPR
System Software
1 6 (10.17%) VMware Infrastructure
2 3 (5.08%) Active Directory
3 1 (1.69%) Hyper-V
Systems Management
1 4 (6.78%) SCCM
2 1 (1.69%) EMC NetWorker
2 1 (1.69%) NetBackup
2 1 (1.69%) Opscode Chef
2 1 (1.69%) Puppet
2 1 (1.69%) SCOM
Vendors
1 11 (18.64%) SAP
2 9 (15.25%) Microsoft
3 7 (11.86%) VMware
4 5 (8.47%) CheckPoint
4 5 (8.47%) Cisco
4 5 (8.47%) F5
5 4 (6.78%) Avaloq
5 4 (6.78%) FIS
5 4 (6.78%) Fiserv
5 4 (6.78%) Informatica
5 4 (6.78%) Misys
6 3 (5.08%) Google
7 1 (1.69%) CA
7 1 (1.69%) EMC
7 1 (1.69%) HP
7 1 (1.69%) IBM
7 1 (1.69%) LANDesk
7 1 (1.69%) Novell
7 1 (1.69%) Teradata
7 1 (1.69%) Veritas