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

Migration
England > Yorkshire
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 93 111 157
Rank change year-on-year +18 +46 -59
Permanent jobs citing Migration 254 266 216
As % of all permanent IT jobs advertised in Yorkshire 2.95% 2.65% 1.90%
As % of the Processes & Methodologies category 3.21% 2.87% 2.07%
Number of salaries quoted 217 227 193
Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -5.56%
10th Percentile £29,320 £32,500 £27,750
90th Percentile £69,250 £71,750 £72,500
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 7,917 9,267 10,447
As % of all permanent IT jobs advertised in Yorkshire 91.84% 92.38% 91.74%
Number of salaries quoted 6,526 7,769 8,603
Yorkshire median annual salary £43,323 £42,500 £40,000
Median salary % change year-on-year +1.94% +6.25% -
10th Percentile £26,250 £26,250 £25,750
90th Percentile £62,500 £61,250 £62,500
England median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +5.26%

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 September 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 September 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 +15 159 £43,000 -9.47% 25
North Yorkshire -1 55 £52,500 +31.25% 4
South Yorkshire +7 38 £28,750 -39.47% 8
Migration
England

For the 6 months to 23 September 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 88 (34.65%) SQL
2 79 (31.10%) SQL Server
3 75 (29.53%) Microsoft
4 69 (27.17%) Finance
5 67 (26.38%) Windows
6 63 (24.80%) Active Directory
7 61 (24.02%) Data Migration
7 61 (24.02%) Microsoft Azure
8 59 (23.23%) VMware
9 58 (22.83%) Agile Software Development
10 45 (17.72%) Project Management
11 43 (16.93%) PowerShell
12 42 (16.54%) Business Intelligence
13 41 (16.14%) Windows Server
14 39 (15.35%) DevOps
15 38 (14.96%) VMware Infrastructure
16 36 (14.17%) Amazon AWS
17 34 (13.39%) Windows Server 2012
18 33 (12.99%) Office 365
18 33 (12.99%) MS Exchange
18 33 (12.99%) ITIL
18 33 (12.99%) T-SQL
19 31 (12.20%) Retail
19 31 (12.20%) Stakeholder Management
20 30 (11.81%) Data Warehouse
21 29 (11.42%) Cisco
21 29 (11.42%) Analytical Skills
21 29 (11.42%) Exchange Server 2010
22 28 (11.02%) SQL Server Integration Services
22 28 (11.02%) Linux

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 33 (12.99%) MS Exchange
2 29 (11.42%) Exchange Server 2010
3 16 (6.30%) SharePoint
4 15 (5.91%) Exchange Server 2013
5 9 (3.54%) Apache Solr
6 8 (3.15%) Elasticsearch
6 8 (3.15%) IIS
6 8 (3.15%) Oracle Application Server
6 8 (3.15%) WebLogic
7 4 (1.57%) SharePoint 2013
8 2 (0.79%) SAS
9 1 (0.39%) Apache
9 1 (0.39%) Apache Spark
9 1 (0.39%) nginx
Applications
1 11 (4.33%) Microsoft Excel
2 5 (1.97%) Microsoft Office
2 5 (1.97%) Microsoft Project
3 1 (0.39%) GIMP
3 1 (0.39%) Photoshop
Business Applications
1 9 (3.54%) Oracle EBS R12
2 8 (3.15%) Oracle ERP
3 5 (1.97%) Oracle EBS
4 3 (1.18%) SAP CO
4 3 (1.18%) SAP FI
4 3 (1.18%) SAP FI/CO
4 3 (1.18%) SAP S/4HANA
4 3 (1.18%) Veritas eDiscovery
5 2 (0.79%) Dynamics AX
6 1 (0.39%) iTrent
6 1 (0.39%) Magento
6 1 (0.39%) ResourceLink
6 1 (0.39%) Sage 200
6 1 (0.39%) SAP HR
6 1 (0.39%) SnowdropKCS
Cloud Services
1 61 (24.02%) Microsoft Azure
2 36 (14.17%) Amazon AWS
3 33 (12.99%) Office 365
4 20 (7.87%) SaaS
5 9 (3.54%) Google Cloud Platform
5 9 (3.54%) OneDrive
6 7 (2.76%) Dynamics 365
7 5 (1.97%) Amazon EC2
7 5 (1.97%) Amazon S3
7 5 (1.97%) AWS Lambda
7 5 (1.97%) Azure Data Factory
7 5 (1.97%) Serverless
8 4 (1.57%) Amazon CloudWatch
8 4 (1.57%) Amazon ELB
8 4 (1.57%) AWS Elastic Beanstalk
8 4 (1.57%) Mimecast
9 2 (0.79%) AWS CloudFormation
10 1 (0.39%) AWS CloudTrail
10 1 (0.39%) Route 53
10 1 (0.39%) Virtual Private Cloud
Communications & Networking
1 23 (9.06%) SAN
2 12 (4.72%) MPLS
3 9 (3.54%) NetScaler
4 8 (3.15%) Firewall
4 8 (3.15%) Intranet
4 8 (3.15%) WAN
5 7 (2.76%) Internet
6 6 (2.36%) Cisco ASA
6 6 (2.36%) Cisco Firepower
6 6 (2.36%) DNS
6 6 (2.36%) IPsec
6 6 (2.36%) LAN
6 6 (2.36%) VPN
7 4 (1.57%) TCP/IP
8 3 (1.18%) VoIP
9 2 (0.79%) DHCP
9 2 (0.79%) SMS
10 1 (0.39%) Asterisk PBX
10 1 (0.39%) Cisco Nexus
10 1 (0.39%) Fibre Channel
Database & Business Intelligence
1 79 (31.10%) SQL Server
2 30 (11.81%) Data Warehouse
3 28 (11.02%) SQL Server Integration Services
4 20 (7.87%) SQL Server Reporting Services
5 18 (7.09%) Relational Database
6 15 (5.91%) SQL Server Analysis Services
7 13 (5.12%) NoSQL
8 10 (3.94%) MS Access
9 9 (3.54%) Oracle Database
9 9 (3.54%) Oracle Database 11g
9 9 (3.54%) Oracle Database 12c
9 9 (3.54%) Oracle Reports
10 8 (3.15%) Oracle Exadata
10 8 (3.15%) SQL Server 2016
11 6 (2.36%) SQL Server 2014
12 5 (1.97%) Amazon RDS
12 5 (1.97%) Data Lake
12 5 (1.97%) HDInsight
12 5 (1.97%) MySQL
12 5 (1.97%) SQL Server 2012
Development Applications
1 10 (3.94%) ERwin
2 9 (3.54%) Oracle Forms
3 4 (1.57%) SQL Server Management Studio (SSMS)
3 4 (1.57%) Visual Studio
4 3 (1.18%) Git (software)
5 2 (0.79%) JIRA
5 2 (0.79%) Octopus Deploy
5 2 (0.79%) Team Foundation Server
5 2 (0.79%) TeamCity
5 2 (0.79%) Visual Studio Team System
6 1 (0.39%) Bundler
6 1 (0.39%) gulp
6 1 (0.39%) Jenkins
6 1 (0.39%) MorphX
6 1 (0.39%) NUnit
General
1 69 (27.17%) Finance
2 31 (12.20%) Retail
3 10 (3.94%) Telecoms
4 9 (3.54%) Manufacturing
5 7 (2.76%) Local Government
6 5 (1.97%) Advertising
7 2 (0.79%) Banking
7 2 (0.79%) Legal
8 1 (0.39%) Games
8 1 (0.39%) Law
Job Titles
1 39 (15.35%) Analyst
2 25 (9.84%) Architect
3 24 (9.45%) Developer
4 23 (9.06%) IT Manager
4 23 (9.06%) Project Manager
5 18 (7.09%) Infrastructure Specialist
6 17 (6.69%) DBA
6 17 (6.69%) Senior Data Warehouse Specialist
7 16 (6.30%) Senior Infrastructure Specialist
8 14 (5.51%) Business Analyst
8 14 (5.51%) Data Engineer
8 14 (5.51%) IT Project Manager
9 13 (5.12%) Administrator
10 12 (4.72%) Consultant
10 12 (4.72%) Data Warehouse Analyst
10 12 (4.72%) Data Warehouse Business Analyst
11 11 (4.33%) 3rd Line Engineer
12 10 (3.94%) Business Intelligence Business Analyst
12 10 (3.94%) Data Business Analyst
12 10 (3.94%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 24 (9.45%) Web Services
2 19 (7.48%) .NET
3 11 (4.33%) REST
3 11 (4.33%) XML
4 10 (3.94%) ASP.NET
5 8 (3.15%) Elastic Stack
5 8 (3.15%) JSON
5 8 (3.15%) Lucene
5 8 (3.15%) Oracle GoldenGate
6 7 (2.76%) Middleware
7 6 (2.36%) CSS
8 5 (1.97%) .NET Framework
8 5 (1.97%) ASP.NET MVC
8 5 (1.97%) HTML
8 5 (1.97%) jQuery
8 5 (1.97%) LDAP
9 4 (1.57%) Ajax
9 4 (1.57%) ASP.NET Web API
9 4 (1.57%) Entity Framework
9 4 (1.57%) Laravel
Miscellaneous
1 29 (11.42%) Analytical Skills
2 19 (7.48%) Data Centre
3 18 (7.09%) Public Cloud
4 16 (6.30%) Self-Motivation
5 11 (4.33%) Enterprise Software
6 9 (3.54%) Virtual Team
7 8 (3.15%) Management Information System
8 7 (2.76%) Replication
9 6 (2.36%) EPoS
10 5 (1.97%) PKI
11 4 (1.57%) Greenfield Project
12 3 (1.18%) Computer Science
12 3 (1.18%) User Experience
13 2 (0.79%) Driving Licence
13 2 (0.79%) Enterprise Cloud
13 2 (0.79%) Fat Client
13 2 (0.79%) Linux Command Line
13 2 (0.79%) PMI
13 2 (0.79%) Thin Client
14 1 (0.39%) NHS
Operating Systems
1 67 (26.38%) Windows
2 41 (16.14%) Windows Server
3 34 (13.39%) Windows Server 2012
4 28 (11.02%) Linux
5 14 (5.51%) Windows Server 2008
6 11 (4.33%) Windows 10
7 9 (3.54%) Red Hat Enterprise Linux
7 9 (3.54%) Windows 7
8 8 (3.15%) Oracle Linux
9 6 (2.36%) HPUX
9 6 (2.36%) Windows Server 2003
9 6 (2.36%) Windows XP
10 5 (1.97%) VMS
11 2 (0.79%) Unix
12 1 (0.39%) Debian
12 1 (0.39%) Ubuntu
Processes & Methodologies
1 61 (24.02%) Data Migration
2 58 (22.83%) Agile Software Development
3 45 (17.72%) Project Management
4 42 (16.54%) Business Intelligence
5 39 (15.35%) DevOps
6 33 (12.99%) ITIL
7 31 (12.20%) Stakeholder Management
8 27 (10.63%) ETL
8 27 (10.63%) Problem-Solving
9 26 (10.24%) Disaster Recovery
10 22 (8.66%) Infrastructure Engineering
11 20 (7.87%) Data Modelling
12 18 (7.09%) Business Analysis
12 18 (7.09%) Data Analysis
12 18 (7.09%) Waterfall
13 17 (6.69%) Deployment Automation
13 17 (6.69%) ERP
13 17 (6.69%) Performance Tuning
13 17 (6.69%) PRINCE2
14 16 (6.30%) Visualisation
Programming Languages
1 88 (34.65%) SQL
2 43 (16.93%) PowerShell
3 33 (12.99%) T-SQL
4 24 (9.45%) Python
5 19 (7.48%) C#
6 10 (3.94%) JavaScript
7 9 (3.54%) PL/SQL
8 6 (2.36%) PHP
8 6 (2.36%) R
8 6 (2.36%) Ruby
9 5 (1.97%) Bash Shell
10 4 (1.57%) Java
11 2 (0.79%) PHP 7
11 2 (0.79%) VB.NET
12 1 (0.39%) Java 8
12 1 (0.39%) Perl
12 1 (0.39%) Shell Script
12 1 (0.39%) TypeScript
12 1 (0.39%) X++
Qualifications
1 18 (7.09%) Cisco Certification
2 17 (6.69%) CCNA
3 11 (4.33%) Degree
4 9 (3.54%) Citrix Certification
4 9 (3.54%) Microsoft Certification
5 8 (3.15%) MCSA
5 8 (3.15%) OCP
5 8 (3.15%) Oracle Certification
5 8 (3.15%) VMware Certified Professional (VCP)
6 6 (2.36%) ITIL Certification
6 6 (2.36%) VCP5
7 3 (1.18%) Computer Science Degree
7 3 (1.18%) ISEB
7 3 (1.18%) ISTQB
7 3 (1.18%) TOGAF Certification
8 2 (0.79%) MCSE
8 2 (0.79%) PMI Certification
8 2 (0.79%) PMP
8 2 (0.79%) VCP6
9 1 (0.39%) ACCA
Quality Assurance & Compliance
1 9 (3.54%) Data Quality
1 9 (3.54%) GDPR
1 9 (3.54%) ISO/IEC 27001
2 8 (3.15%) QA
2 8 (3.15%) SLA
3 6 (2.36%) ISO/IEC 20000
4 3 (1.18%) ISO 9001
4 3 (1.18%) PMO
System Software
1 63 (24.80%) Active Directory
2 38 (14.96%) VMware Infrastructure
3 17 (6.69%) Virtual Machines
4 15 (5.91%) Docker
5 10 (3.94%) Hyper-V
6 9 (3.54%) Microsoft App-V
6 9 (3.54%) VMware ESXi
6 9 (3.54%) XenApp
6 9 (3.54%) XenDesktop
7 8 (3.15%) Oracle RAC
8 5 (1.97%) Active Directory Lightweight Directory Services
9 1 (0.39%) Varnish
9 1 (0.39%) vCloud
9 1 (0.39%) vSphere
Systems Management
1 13 (5.12%) SCCM
2 9 (3.54%) XenMobile
3 8 (3.15%) Data Guard
3 8 (3.15%) Oracle Enterprise Manager
3 8 (3.15%) Oracle RMAN
4 7 (2.76%) McAfee ePO
5 6 (2.36%) AirWatch
6 4 (1.57%) Symantec Enterprise Vault
7 3 (1.18%) Ansible
7 3 (1.18%) NetBackup
7 3 (1.18%) Terraform
8 2 (0.79%) Puppet
9 1 (0.39%) Kubernetes
9 1 (0.39%) Microsoft Clustering
9 1 (0.39%) WSUS
Vendors
1 75 (29.53%) Microsoft
2 59 (23.23%) VMware
3 29 (11.42%) Cisco
4 21 (8.27%) Oracle
5 18 (7.09%) Citrix
6 16 (6.30%) McAfee
7 13 (5.12%) Symantec
8 10 (3.94%) Tableau
9 9 (3.54%) Altiris
10 8 (3.15%) Google
10 8 (3.15%) Red Hat
11 7 (2.76%) Rackspace
12 6 (2.36%) Veeam
13 5 (1.97%) Salesforce.com
13 5 (1.97%) SAP
14 4 (1.57%) Splunk
15 3 (1.18%) Infor
16 2 (0.79%) SonicWALL
16 2 (0.79%) WatchGuard
17 1 (0.39%) Northgate