Period
to 19 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 112 134 115
Rank change year-on-year +22 -19 -18
Permanent jobs citing Migration 256 244 336
As % of all permanent IT jobs advertised in Yorkshire 2.46% 2.29% 2.69%
As % of the Processes & Methodologies category 2.68% 2.49% 2.99%
Number of salaries quoted 221 212 273
Yorkshire median annual salary £51,000 £42,500 £40,500
Median salary % change year-on-year +20.00% +4.94% -19.00%
10th Percentile £31,250 £30,750 £27,800
90th Percentile £80,000 £67,250 £68,700
England median annual salary £60,000 £52,500 £50,000
% change year-on-year +14.29% +5.00% -

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 9,551 9,792 11,228
As % of all permanent IT jobs advertised in Yorkshire 91.96% 91.78% 89.74%
Number of salaries quoted 8,112 8,475 9,307
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £26,250 £25,750 £26,250
90th Percentile £61,200 £60,000 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

Migration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Migration in Yorkshire

Migration
Salary Trend in Yorkshire

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

Salary trend for Migration in Yorkshire

Migration
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Migration in Yorkshire over the 6 months to 19 April 2018.

Salary histogram for Migration in Yorkshire

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 Migration within the Yorkshire region over the 6 months to 19 April 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 +3 160 £48,125 +13.24% 19
North Yorkshire +28 50 £60,000 +50.00% 4
South Yorkshire +4 38 £55,000 +31.34% 7
East Yorkshire +7 8 £48,250 +29.53%
Migration
England

For the 6 months to 19 April 2018, IT jobs citing 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 Migration.

1 101 (39.45%) SQL
2 84 (32.81%) SQL Server
3 83 (32.42%) Microsoft
4 71 (27.73%) SQL Server Integration Services
5 70 (27.34%) Finance
6 69 (26.95%) SQL Server Reporting Services
7 60 (23.44%) SQL Server Analysis Services
7 60 (23.44%) Microsoft Azure
8 58 (22.66%) Business Intelligence
9 54 (21.09%) Agile Software Development
9 54 (21.09%) Data Migration
10 40 (15.63%) T-SQL
10 40 (15.63%) PowerShell
11 39 (15.23%) Performance Tuning
12 36 (14.06%) Amazon AWS
12 36 (14.06%) Windows
13 32 (12.50%) Stakeholder Management
14 31 (12.11%) Analytical Skills
15 30 (11.72%) Active Directory
16 29 (11.33%) Project Management
17 28 (10.94%) DevOps
17 28 (10.94%) Data Warehouse
18 27 (10.55%) ETL
19 25 (9.77%) NoSQL
19 25 (9.77%) Office 365
20 24 (9.38%) Data Modelling
20 24 (9.38%) Problem-Solving
21 23 (8.98%) VMware
21 23 (8.98%) Enterprise Software
22 22 (8.59%) Middleware

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 10 (3.91%) MS Exchange
2 5 (1.95%) SharePoint
3 2 (0.78%) Apache
3 2 (0.78%) Exchange Server 2010
3 2 (0.78%) OpenEdge
3 2 (0.78%) Oracle Application Server
3 2 (0.78%) Oracle SOA Suite
3 2 (0.78%) Skype for Business
3 2 (0.78%) WebLogic
4 1 (0.39%) Exchange Server 2013
4 1 (0.39%) Mule
4 1 (0.39%) OpenStack
4 1 (0.39%) SharePoint 2013
Applications
1 11 (4.30%) Microsoft Office
2 10 (3.91%) Microsoft Excel
3 1 (0.39%) Microsoft Project
Business Applications
1 4 (1.56%) Oracle EBS
1 4 (1.56%) Oracle EBS R12
1 4 (1.56%) Oracle ERP
2 2 (0.78%) SAP CO
2 2 (0.78%) SAP FI
2 2 (0.78%) SAP FI/CO
2 2 (0.78%) SAP S/4HANA
3 1 (0.39%) Sage 200
3 1 (0.39%) Sage X3
3 1 (0.39%) Visualfiles
Cloud Services
1 60 (23.44%) Microsoft Azure
2 36 (14.06%) Amazon AWS
3 25 (9.77%) Office 365
4 21 (8.20%) SaaS
5 16 (6.25%) Azure Data Factory
6 15 (5.86%) Google Cloud Platform
7 13 (5.08%) IaaS
7 13 (5.08%) PaaS
8 10 (3.91%) Azure Active Directory
9 8 (3.13%) Cloud Computing
10 5 (1.95%) OneDrive
10 5 (1.95%) Serverless
11 3 (1.17%) Amazon CloudWatch
11 3 (1.17%) Amazon EC2
11 3 (1.17%) Amazon ELB
11 3 (1.17%) Amazon S3
11 3 (1.17%) AWS Elastic Beanstalk
11 3 (1.17%) AWS Lambda
12 1 (0.39%) Mimecast
Communications & Networking
1 15 (5.86%) WAN
2 14 (5.47%) Firewall
3 13 (5.08%) LAN
4 10 (3.91%) MPLS
4 10 (3.91%) VoIP
5 9 (3.52%) SAN
6 7 (2.73%) Network Security
6 7 (2.73%) Wireless
7 6 (2.34%) DHCP
7 6 (2.34%) DNS
7 6 (2.34%) WLAN
8 4 (1.56%) TCP/IP
9 2 (0.78%) Cisco ASA
9 2 (0.78%) Cisco IOS
9 2 (0.78%) Skype
10 1 (0.39%) Internet
10 1 (0.39%) Unified Communications
10 1 (0.39%) VPN
Database & Business Intelligence
1 84 (32.81%) SQL Server
2 71 (27.73%) SQL Server Integration Services
3 69 (26.95%) SQL Server Reporting Services
4 60 (23.44%) SQL Server Analysis Services
5 28 (10.94%) Data Warehouse
6 25 (9.77%) NoSQL
7 16 (6.25%) Data Lake
7 16 (6.25%) HDInsight
8 11 (4.30%) SQL Server 2012
9 10 (3.91%) Enterprise Data Warehouse
9 10 (3.91%) SAP HANA
9 10 (3.91%) SQL Server 2014
10 9 (3.52%) Oracle Database
10 9 (3.52%) SAP BW
11 8 (3.13%) Relational Database
12 6 (2.34%) MS Access
12 6 (2.34%) MySQL
13 5 (1.95%) Oracle Database 12c
14 4 (1.56%) OLAP
14 4 (1.56%) OLTP
Development Applications
1 19 (7.42%) Visual Studio
2 15 (5.86%) SQL Server Management Studio (SSMS)
3 11 (4.30%) Team Foundation Server
4 9 (3.52%) Git (software)
5 8 (3.13%) Visual Studio Team System
6 7 (2.73%) Oracle Forms
7 6 (2.34%) JIRA
8 4 (1.56%) ERwin
9 2 (0.78%) Eclipse
9 2 (0.78%) Jenkins
10 1 (0.39%) Cucumber
10 1 (0.39%) Gradle
10 1 (0.39%) Maven
10 1 (0.39%) Sonatype Nexus
10 1 (0.39%) Travis CI
10 1 (0.39%) Wercker
General
1 70 (27.34%) Finance
2 20 (7.81%) Manufacturing
3 18 (7.03%) Advertising
4 17 (6.64%) Retail
5 10 (3.91%) Local Government
6 7 (2.73%) Billing
7 3 (1.17%) Banking
7 3 (1.17%) Legal
7 3 (1.17%) Military
7 3 (1.17%) Retail Banking
7 3 (1.17%) Telecoms
8 2 (0.78%) Games
8 2 (0.78%) Law
9 1 (0.39%) Marketing
Job Titles
1 60 (23.44%) Architect
2 41 (16.02%) DBA
3 31 (12.11%) Analyst
4 29 (11.33%) Cloud Architect
4 29 (11.33%) Developer
5 26 (10.16%) SQL DBA
6 24 (9.38%) SQL Server DBA
7 21 (8.20%) Project Manager
8 20 (7.81%) Consultant
9 18 (7.03%) Administrator
10 14 (5.47%) Data Architect
10 14 (5.47%) Database Manager
11 13 (5.08%) ETL Developer
11 13 (5.08%) Senior DBA
12 12 (4.69%) Cloud Consultant
12 12 (4.69%) Senior Architect
13 11 (4.30%) Business Analyst
13 11 (4.30%) Enterprise Architect
13 11 (4.30%) Migration Specialist
13 11 (4.30%) SQL Developer
Libraries, Frameworks & Software Standards
1 22 (8.59%) Middleware
2 17 (6.64%) Web Services
3 11 (4.30%) .NET
4 10 (3.91%) Java EE
5 8 (3.13%) ASP.NET
6 7 (2.73%) J2EE
7 6 (2.34%) ASP.NET MVC
8 4 (1.56%) CSS
8 4 (1.56%) HTML
8 4 (1.56%) Spring
9 3 (1.17%) Hibernate
9 3 (1.17%) JSF
9 3 (1.17%) JSON
9 3 (1.17%) Oracle Fusion
9 3 (1.17%) Struts
9 3 (1.17%) XML
10 2 (0.78%) ASP.NET Web API
10 2 (0.78%) ASP.NET Web Forms
10 2 (0.78%) jQuery
10 2 (0.78%) Oracle GoldenGate
Miscellaneous
1 31 (12.11%) Analytical Skills
2 23 (8.98%) Enterprise Software
3 16 (6.25%) Data Centre
4 14 (5.47%) Management Information System
5 11 (4.30%) Hybrid Cloud
6 9 (3.52%) Greenfield Project
7 8 (3.13%) Mainframe
8 6 (2.34%) User Experience
9 5 (1.95%) Driving Licence
9 5 (1.95%) Virtual Team
10 4 (1.56%) Clustering
10 4 (1.56%) Data Protection Act
10 4 (1.56%) N-Tier
10 4 (1.56%) Taxonomies
11 3 (1.17%) Cloud Native
11 3 (1.17%) Replication
12 2 (0.78%) Fat Client
12 2 (0.78%) Fintech
12 2 (0.78%) Smart Meter
12 2 (0.78%) Thin Client
Operating Systems
1 36 (14.06%) Windows
2 18 (7.03%) Unix
2 18 (7.03%) Windows Server
3 15 (5.86%) Linux
4 11 (4.30%) Windows Server 2012
5 10 (3.91%) Windows Server 2003
5 10 (3.91%) Windows Server 2008
6 3 (1.17%) Solaris
6 3 (1.17%) Windows 10
7 2 (0.78%) Oracle Linux
7 2 (0.78%) Red Hat Enterprise Linux
Processes & Methodologies
1 58 (22.66%) Business Intelligence
2 54 (21.09%) Agile Software Development
2 54 (21.09%) Data Migration
3 39 (15.23%) Performance Tuning
4 32 (12.50%) Stakeholder Management
5 29 (11.33%) Project Management
6 28 (10.94%) DevOps
7 27 (10.55%) ETL
8 24 (9.38%) Data Modelling
8 24 (9.38%) Problem-Solving
9 20 (7.81%) Data Integration
10 18 (7.03%) Analytics
11 17 (6.64%) Data Virtualisation
11 17 (6.64%) ITIL
11 17 (6.64%) Open Source
12 15 (5.86%) Enterprise Architecture
12 15 (5.86%) Service Delivery
12 15 (5.86%) Stakeholder Engagement
13 14 (5.47%) Line Management
14 13 (5.08%) SOA
Programming Languages
1 101 (39.45%) SQL
2 40 (15.63%) PowerShell
2 40 (15.63%) T-SQL
3 15 (5.86%) Java
4 10 (3.91%) C#
5 8 (3.13%) Bash Shell
5 8 (3.13%) PL/SQL
6 6 (2.34%) JavaScript
7 5 (1.95%) Python
8 3 (1.17%) Shell Script
9 2 (0.78%) C
9 2 (0.78%) PHP
9 2 (0.78%) Ruby
10 1 (0.39%) Java 8
10 1 (0.39%) Progress 4GL
10 1 (0.39%) TypeScript
10 1 (0.39%) VB
10 1 (0.39%) VB.NET
10 1 (0.39%) VB6
Qualifications
1 14 (5.47%) Microsoft Certification
2 11 (4.30%) MCSA
2 11 (4.30%) MCSE
3 4 (1.56%) Degree
3 4 (1.56%) ITIL Certification
4 2 (0.78%) APMP
4 2 (0.78%) CCNA
4 2 (0.78%) CCNP
4 2 (0.78%) Cisco Certification
4 2 (0.78%) MCITP
4 2 (0.78%) MCSD
4 2 (0.78%) MCTS
4 2 (0.78%) OCP
4 2 (0.78%) Oracle Certification
4 2 (0.78%) PRINCE2 Certification
4 2 (0.78%) TOGAF Certification
5 1 (0.39%) Numerate Degree
5 1 (0.39%) PMP
5 1 (0.39%) Security Cleared
5 1 (0.39%) Sun Certification
Quality Assurance & Compliance
1 15 (5.86%) GDPR
2 11 (4.30%) Data Quality
3 9 (3.52%) SLA
4 4 (1.56%) QA
5 2 (0.78%) PMO
6 1 (0.39%) ISO/IEC 27001
6 1 (0.39%) PCI DSS
System Software
1 30 (11.72%) Active Directory
2 13 (5.08%) VMware Infrastructure
3 6 (2.34%) Hyper-V
4 5 (1.95%) Virtual Machines
5 4 (1.56%) Docker
6 2 (0.78%) Oracle RAC
7 1 (0.39%) KVM
7 1 (0.39%) Microsoft App-V
Systems Management
1 7 (2.73%) Data Guard
1 7 (2.73%) Oracle RMAN
2 4 (1.56%) SCCM
2 4 (1.56%) Single Sign-On
3 2 (0.78%) Ansible
3 2 (0.78%) Microsoft Intune
3 2 (0.78%) Oracle Enterprise Manager
3 2 (0.78%) Puppet
4 1 (0.39%) Kubernetes
4 1 (0.39%) Opscode Chef
4 1 (0.39%) SCOM
Vendors
1 83 (32.42%) Microsoft
2 23 (8.98%) VMware
3 21 (8.20%) Oracle
4 15 (5.86%) Google
5 14 (5.47%) SAP
6 12 (4.69%) Capita
6 12 (4.69%) Tableau
7 10 (3.91%) Cisco
7 10 (3.91%) Rackspace
7 10 (3.91%) Talend
8 5 (1.95%) SonicWALL
8 5 (1.95%) WatchGuard
9 3 (1.17%) Splunk
9 3 (1.17%) Xerox
10 2 (0.78%) Citrix
10 2 (0.78%) F5
10 2 (0.78%) Red Hat
10 2 (0.78%) Sage
11 1 (0.39%) Hitachi
11 1 (0.39%) MicroStrategy