Period
to 23 January 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 23 January 2018 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 101 138 104
Rank change year-on-year +37 -34 +4
Permanent jobs citing Migration 259 220 347
As % of all permanent IT jobs advertised in Yorkshire 2.66% 2.04% 2.77%
As % of the Processes & Methodologies category 2.94% 2.28% 3.08%
Number of salaries quoted 208 196 268
Yorkshire median annual salary £50,000 £41,000 £45,000
Median salary % change year-on-year +21.95% -8.89% +5.88%
10th Percentile £31,250 £30,625 £28,250
90th Percentile £80,000 £59,375 £70,000
England median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +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 8,807 9,654 11,248
As % of all permanent IT jobs advertised in Yorkshire 90.40% 89.69% 89.79%
Number of salaries quoted 7,486 8,164 9,235
Yorkshire median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £60,000 £62,000 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 23 January 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 23 January 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 +29 162 £47,500 +13.10% 18
North Yorkshire +33 51 £52,500 +40.00% 11
South Yorkshire +5 39 £55,000 +29.41% 6
East Yorkshire +4 9 £50,000 - 2
Migration
England

For the 6 months to 23 January 2018, 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 Yorkshire region with a requirement for Migration.

1 95 (36.68%) SQL
2 82 (31.66%) Microsoft
3 76 (29.34%) SQL Server
4 68 (26.25%) SQL Server Reporting Services
4 68 (26.25%) SQL Server Integration Services
5 66 (25.48%) Finance
6 59 (22.78%) Agile Software Development
7 58 (22.39%) SQL Server Analysis Services
8 55 (21.24%) Data Migration
9 53 (20.46%) Business Intelligence
10 43 (16.60%) Data Warehouse
11 39 (15.06%) Performance Tuning
12 37 (14.29%) Microsoft Azure
12 37 (14.29%) Windows
13 36 (13.90%) ETL
13 36 (13.90%) Office 365
14 33 (12.74%) Active Directory
15 32 (12.36%) Data Modelling
16 31 (11.97%) VMware
16 31 (11.97%) Amazon AWS
17 30 (11.58%) Middleware
18 29 (11.20%) Project Management
18 29 (11.20%) DevOps
19 26 (10.04%) Analytics
19 26 (10.04%) T-SQL
19 26 (10.04%) Windows Server
20 25 (9.65%) Stakeholder Management
20 25 (9.65%) Enterprise Software
20 25 (9.65%) PowerShell
21 24 (9.27%) Data Management

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 13 (5.02%) SharePoint
2 9 (3.47%) Skype for Business
3 6 (2.32%) SharePoint 2013
4 5 (1.93%) Exchange Server 2010
4 5 (1.93%) Exchange Server 2013
4 5 (1.93%) MS Exchange
4 5 (1.93%) SharePoint 2010
5 3 (1.16%) OpenEdge
6 2 (0.77%) IIS
7 1 (0.39%) CMS
7 1 (0.39%) Mule
7 1 (0.39%) OpenStack
7 1 (0.39%) Oracle SOA Suite
7 1 (0.39%) SharePoint Server
Applications
1 5 (1.93%) Microsoft Office
2 3 (1.16%) Microsoft Excel
3 1 (0.39%) Microsoft Project
Business Applications
1 2 (0.77%) Dynamics CRM
2 1 (0.39%) Dynamics AX
2 1 (0.39%) Dynamics GP
2 1 (0.39%) Infor M3
2 1 (0.39%) Movex
2 1 (0.39%) Sage X3
Cloud Services
1 37 (14.29%) Microsoft Azure
2 36 (13.90%) Office 365
3 31 (11.97%) Amazon AWS
4 22 (8.49%) SaaS
5 15 (5.79%) Azure Active Directory
6 14 (5.41%) Google Cloud Platform
6 14 (5.41%) IaaS
6 14 (5.41%) PaaS
7 8 (3.09%) Cloud Computing
8 3 (1.16%) Azure Data Factory
8 3 (1.16%) OneDrive
9 2 (0.77%) Serverless
10 1 (0.39%) Mimecast
Communications & Networking
1 13 (5.02%) VoIP
2 10 (3.86%) WAN
3 9 (3.47%) LAN
4 8 (3.09%) Firewall
4 8 (3.09%) MPLS
4 8 (3.09%) Skype
5 7 (2.70%) DHCP
5 7 (2.70%) DNS
5 7 (2.70%) VPN
5 7 (2.70%) Wireless
6 6 (2.32%) Network Security
6 6 (2.32%) WLAN
7 5 (1.93%) Internet
8 3 (1.16%) Cisco IOS
8 3 (1.16%) SAN
8 3 (1.16%) TCP/IP
9 2 (0.77%) Cisco ASA
9 2 (0.77%) Cisco Nexus
9 2 (0.77%) SMS
9 2 (0.77%) VLAN
Database & Business Intelligence
1 76 (29.34%) SQL Server
2 68 (26.25%) SQL Server Integration Services
2 68 (26.25%) SQL Server Reporting Services
3 58 (22.39%) SQL Server Analysis Services
4 43 (16.60%) Data Warehouse
5 23 (8.88%) SQL Server 2012
6 22 (8.49%) SQL Server 2014
7 18 (6.95%) NoSQL
8 12 (4.63%) Enterprise Data Warehouse
8 12 (4.63%) SAP Data Services
9 11 (4.25%) Oracle Database
9 11 (4.25%) SAP HANA
10 7 (2.70%) Big Data
10 7 (2.70%) Oracle Database 12c
10 7 (2.70%) QlikView
10 7 (2.70%) Relational Database
11 6 (2.32%) SAP BW
12 5 (1.93%) MySQL
12 5 (1.93%) SQL Server 2008
13 4 (1.54%) OLAP
Development Applications
1 16 (6.18%) Visual Studio
2 12 (4.63%) Team Foundation Server
3 8 (3.09%) SQL Server Management Studio (SSMS)
4 7 (2.70%) Oracle Forms
5 5 (1.93%) ERwin
6 4 (1.54%) Git (software)
7 2 (0.77%) Eclipse
7 2 (0.77%) Visual Studio Team System
8 1 (0.39%) Cucumber
8 1 (0.39%) Gradle
8 1 (0.39%) Jenkins
8 1 (0.39%) Maven
8 1 (0.39%) Sonatype Nexus
8 1 (0.39%) Travis CI
8 1 (0.39%) Wercker
General
1 66 (25.48%) Finance
2 23 (8.88%) Manufacturing
3 22 (8.49%) Advertising
3 22 (8.49%) Retail
4 12 (4.63%) Billing
5 11 (4.25%) Local Government
6 8 (3.09%) Military
7 6 (2.32%) Telecoms
8 4 (1.54%) Banking
8 4 (1.54%) Games
8 4 (1.54%) Legal
9 2 (0.77%) Law
10 1 (0.39%) General Ledger
10 1 (0.39%) Marketing
10 1 (0.39%) Pharmaceutical
10 1 (0.39%) Retail Banking
Job Titles
1 67 (25.87%) Architect
2 37 (14.29%) Developer
3 33 (12.74%) DBA
4 28 (10.81%) Consultant
5 27 (10.42%) Cloud Architect
6 19 (7.34%) Analyst
6 19 (7.34%) Senior Architect
6 19 (7.34%) SQL DBA
7 17 (6.56%) Data Architect
7 17 (6.56%) Solutions Architect
8 16 (6.18%) Project Manager
8 16 (6.18%) Senior DBA
9 15 (5.79%) Administrator
9 15 (5.79%) ETL Developer
9 15 (5.79%) SQL Server DBA
10 14 (5.41%) Business Intelligence Developer
11 13 (5.02%) Technical Consultant
12 12 (4.63%) Enterprise Architect
13 11 (4.25%) Web Architect
13 11 (4.25%) Web Consultant
Libraries, Frameworks & Software Standards
1 30 (11.58%) Middleware
2 21 (8.11%) Web Services
3 18 (6.95%) Java EE
4 7 (2.70%) J2EE
5 6 (2.32%) .NET
5 6 (2.32%) Oracle Fusion
6 5 (1.93%) HTML
7 4 (1.54%) CSS
8 2 (0.77%) AngularJS
8 2 (0.77%) ASP.NET
8 2 (0.77%) jQuery
8 2 (0.77%) Node.js
8 2 (0.77%) ODBC
8 2 (0.77%) Ruby on Rails
9 1 (0.39%) ASP.NET MVC
9 1 (0.39%) Laravel
9 1 (0.39%) REST
9 1 (0.39%) Twitter Bootstrap
9 1 (0.39%) WCF
9 1 (0.39%) XMPP
Miscellaneous
1 25 (9.65%) Enterprise Software
2 20 (7.72%) Analytical Skills
3 16 (6.18%) Management Information System
4 15 (5.79%) Data Structures
5 14 (5.41%) Data Centre
6 12 (4.63%) Hybrid Cloud
7 9 (3.47%) Replication
8 8 (3.09%) Mainframe
9 6 (2.32%) Clustering
9 6 (2.32%) Mobile App
10 5 (1.93%) Cloud Native
11 4 (1.54%) Driving Licence
11 4 (1.54%) Taxonomies
11 4 (1.54%) Virtual Team
12 3 (1.16%) Data Protection Act
12 3 (1.16%) Fintech
12 3 (1.16%) N-Tier
12 3 (1.16%) Public Cloud
12 3 (1.16%) User Experience
13 2 (0.77%) Thin Client
Operating Systems
1 37 (14.29%) Windows
2 26 (10.04%) Windows Server
3 19 (7.34%) Unix
4 9 (3.47%) Windows Server 2008
4 9 (3.47%) Windows Server 2012
5 8 (3.09%) Windows 10
6 7 (2.70%) Linux
7 6 (2.32%) Solaris
8 4 (1.54%) Windows 7
8 4 (1.54%) Windows Server 2003
Processes & Methodologies
1 59 (22.78%) Agile Software Development
2 55 (21.24%) Data Migration
3 53 (20.46%) Business Intelligence
4 39 (15.06%) Performance Tuning
5 36 (13.90%) ETL
6 32 (12.36%) Data Modelling
7 29 (11.20%) DevOps
7 29 (11.20%) Project Management
8 26 (10.04%) Analytics
9 25 (9.65%) Stakeholder Management
10 24 (9.27%) Data Management
11 23 (8.88%) Enterprise Architecture
12 21 (8.11%) Data Integration
13 18 (6.95%) TOGAF
14 17 (6.56%) SOA
14 17 (6.56%) Stakeholder Engagement
15 16 (6.18%) Data Strategy
16 15 (5.79%) Master Data Management
16 15 (5.79%) Service Delivery
17 14 (5.41%) Business Transformation
Programming Languages
1 95 (36.68%) SQL
2 26 (10.04%) T-SQL
3 25 (9.65%) PowerShell
4 20 (7.72%) Java
5 10 (3.86%) PL/SQL
6 6 (2.32%) C
7 5 (1.93%) Bash Shell
8 3 (1.16%) C#
8 3 (1.16%) JavaScript
8 3 (1.16%) Shell Script
9 2 (0.77%) Python
9 2 (0.77%) Ruby
9 2 (0.77%) Scala
10 1 (0.39%) PHP
10 1 (0.39%) VB
10 1 (0.39%) VB.NET
10 1 (0.39%) VB6
10 1 (0.39%) VBA
Qualifications
1 16 (6.18%) Microsoft Certification
2 12 (4.63%) MCSE
3 10 (3.86%) MCSA
4 7 (2.70%) Cisco Certification
5 6 (2.32%) CCNA
6 5 (1.93%) Degree
7 3 (1.16%) CCNP
7 3 (1.16%) ITIL Certification
7 3 (1.16%) Security Cleared
8 2 (0.77%) MCSD
9 1 (0.39%) APMP
9 1 (0.39%) CCIE
9 1 (0.39%) CCVP
9 1 (0.39%) ISEB
9 1 (0.39%) ISTQB
9 1 (0.39%) MCITP
9 1 (0.39%) PMP
9 1 (0.39%) PRINCE2 Certification
9 1 (0.39%) SC Cleared
9 1 (0.39%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 16 (6.18%) SLA
2 11 (4.25%) Data Quality
3 8 (3.09%) GDPR
4 2 (0.77%) PCI DSS
5 1 (0.39%) ISO/IEC 27001
5 1 (0.39%) QA
System Software
1 33 (12.74%) Active Directory
2 20 (7.72%) VMware Infrastructure
3 6 (2.32%) Hyper-V
4 5 (1.93%) Virtual Machines
5 4 (1.54%) vSphere
6 1 (0.39%) KVM
6 1 (0.39%) Microsoft App-V
6 1 (0.39%) Virtual Servers
6 1 (0.39%) XenApp
Systems Management
1 7 (2.70%) Data Guard
1 7 (2.70%) Oracle RMAN
1 7 (2.70%) SCCM
2 6 (2.32%) SCOM
3 2 (0.77%) vCenter Server
3 2 (0.77%) WSUS
4 1 (0.39%) Ansible
4 1 (0.39%) Cisco CUCM
4 1 (0.39%) Cisco UCCE
4 1 (0.39%) Cisco UCCX
4 1 (0.39%) NetBackup
4 1 (0.39%) Opscode Chef
4 1 (0.39%) Puppet
Vendors
1 82 (31.66%) Microsoft
2 31 (11.97%) VMware
3 24 (9.27%) SAP
4 19 (7.34%) Cisco
4 19 (7.34%) Oracle
5 17 (6.56%) Tableau
6 14 (5.41%) Google
7 12 (4.63%) Rackspace
7 12 (4.63%) Talend
8 8 (3.09%) Xerox
9 5 (1.93%) Sybase
10 4 (1.54%) HP
10 4 (1.54%) MicroStrategy
10 4 (1.54%) NetApp
11 3 (1.16%) Citrix
12 2 (0.77%) 3PAR
12 2 (0.77%) Capita
12 2 (0.77%) F5
12 2 (0.77%) Veeam
13 1 (0.39%) RedGate