Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 105 111 156
Rank change year-on-year +6 +45 -60
Permanent jobs citing Migration 222 249 219
As % of all permanent IT jobs advertised in Yorkshire 2.66% 2.54% 1.96%
As % of the Processes & Methodologies category 2.91% 2.77% 2.14%
Number of salaries quoted 180 190 197
Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -5.56%
10th Percentile £29,675 £31,975 £27,900
90th Percentile £65,375 £72,500 £72,500
England median annual salary £57,500 £55,000 £51,000
% change year-on-year +4.55% +7.84% +2.00%

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 7,641 9,000 10,246
As % of all permanent IT jobs advertised in Yorkshire 91.65% 91.71% 91.57%
Number of salaries quoted 6,227 7,540 8,616
Yorkshire median annual salary £42,500 £42,500 £40,500
Median salary % change year-on-year - +4.94% +1.25%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,750 £60,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 17 November 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 17 November 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 +15 143 £45,000 - 40
North Yorkshire 0 49 £50,000 +11.11% 7
South Yorkshire -15 28 £40,000 -20.00% 6
Migration
England

For the 6 months to 17 November 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 83 (37.39%) SQL
2 70 (31.53%) SQL Server
3 65 (29.28%) Finance
4 61 (27.48%) Microsoft
5 60 (27.03%) Agile Software Development
6 58 (26.13%) Microsoft Azure
7 56 (25.23%) Data Migration
8 54 (24.32%) VMware
9 53 (23.87%) Windows
10 51 (22.97%) Active Directory
11 45 (20.27%) Project Management
12 39 (17.57%) Amazon AWS
12 39 (17.57%) DevOps
13 37 (16.67%) PowerShell
13 37 (16.67%) Windows Server
14 36 (16.22%) VMware Infrastructure
15 30 (13.51%) Analytical Skills
15 30 (13.51%) Office 365
15 30 (13.51%) ITIL
15 30 (13.51%) T-SQL
16 29 (13.06%) Data Warehouse
17 27 (12.16%) Business Intelligence
17 27 (12.16%) SaaS
18 25 (11.26%) Cisco
19 23 (10.36%) MS Exchange
19 23 (10.36%) Web Services
19 23 (10.36%) Windows Server 2012
20 22 (9.91%) Retail
21 21 (9.46%) Stakeholder Management
21 21 (9.46%) 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 23 (10.36%) MS Exchange
2 21 (9.46%) Exchange Server 2010
2 21 (9.46%) SharePoint
3 11 (4.95%) IIS
4 10 (4.50%) Apache Solr
4 10 (4.50%) Exchange Server 2013
5 9 (4.05%) Elasticsearch
6 5 (2.25%) Oracle Application Server
6 5 (2.25%) WebLogic
7 3 (1.35%) SAS
7 3 (1.35%) SharePoint 2013
8 2 (0.90%) Skype for Business
8 2 (0.90%) Tomcat
9 1 (0.45%) Apache Spark
9 1 (0.45%) nginx
9 1 (0.45%) OpenStack
Applications
1 15 (6.76%) Microsoft Excel
2 5 (2.25%) Microsoft PowerPoint
2 5 (2.25%) Microsoft Project
2 5 (2.25%) MS Visio
3 1 (0.45%) GIMP
3 1 (0.45%) Microsoft Office
3 1 (0.45%) Photoshop
Business Applications
1 2 (0.90%) Dynamics AX
1 2 (0.90%) Oracle EBS R12
2 1 (0.45%) Dynamics CRM
2 1 (0.45%) Dynamics NAV
2 1 (0.45%) iTrent
2 1 (0.45%) Magento
2 1 (0.45%) Oracle ERP
2 1 (0.45%) ResourceLink
2 1 (0.45%) Sage 200
2 1 (0.45%) SAP HR
2 1 (0.45%) SnowdropKCS
Cloud Services
1 58 (26.13%) Microsoft Azure
2 39 (17.57%) Amazon AWS
3 30 (13.51%) Office 365
4 27 (12.16%) SaaS
5 11 (4.95%) OneDrive
6 8 (3.60%) Google Cloud Platform
7 5 (2.25%) Dynamics 365
8 2 (0.90%) AWS CloudFormation
9 1 (0.45%) Amazon EC2
9 1 (0.45%) Amazon S3
9 1 (0.45%) AWS CloudTrail
9 1 (0.45%) AWS Lambda
9 1 (0.45%) G Suite
9 1 (0.45%) IaaS
9 1 (0.45%) Route 53
9 1 (0.45%) Salesforce Sales Cloud
9 1 (0.45%) Salesforce Service Cloud
9 1 (0.45%) Serverless
9 1 (0.45%) Virtual Private Cloud
Communications & Networking
1 20 (9.01%) SAN
2 9 (4.05%) Intranet
2 9 (4.05%) MPLS
2 9 (4.05%) NetScaler
3 7 (3.15%) DNS
3 7 (3.15%) Firewall
4 6 (2.70%) Internet
4 6 (2.70%) TCP/IP
5 5 (2.25%) Cisco ASA
5 5 (2.25%) Cisco Firepower
5 5 (2.25%) IPsec
5 5 (2.25%) LAN
5 5 (2.25%) VPN
5 5 (2.25%) WAN
6 4 (1.80%) DHCP
7 2 (0.90%) SMS
7 2 (0.90%) Wi-Fi
8 1 (0.45%) Asterisk PBX
8 1 (0.45%) iSCSI
8 1 (0.45%) VoIP
Database & Business Intelligence
1 70 (31.53%) SQL Server
2 29 (13.06%) Data Warehouse
3 19 (8.56%) SQL Server Integration Services
4 13 (5.86%) SQL Server Reporting Services
5 11 (4.95%) SQL Server Analysis Services
6 9 (4.05%) SQL Server 2016
7 6 (2.70%) MS Access
7 6 (2.70%) Relational Database
7 6 (2.70%) SQL Server 2012
7 6 (2.70%) SQL Server 2014
8 5 (2.25%) NoSQL
8 5 (2.25%) Oracle Database
8 5 (2.25%) Oracle Database 11g
8 5 (2.25%) Oracle Database 12c
8 5 (2.25%) Oracle Exadata
8 5 (2.25%) Oracle Reports
9 4 (1.80%) SQL Server 2008
10 3 (1.35%) MongoDB
11 2 (0.90%) MySQL
11 2 (0.90%) Power BI
Development Applications
1 11 (4.95%) ERwin
2 5 (2.25%) Oracle Forms
3 4 (1.80%) SQL Server Management Studio (SSMS)
4 2 (0.90%) Octopus Deploy
4 2 (0.90%) Visual Studio
5 1 (0.45%) Bundler
5 1 (0.45%) Git (software)
5 1 (0.45%) gulp
5 1 (0.45%) IBM UrbanCode
5 1 (0.45%) Jenkins
5 1 (0.45%) Team Foundation Server
5 1 (0.45%) TeamCity
General
1 65 (29.28%) Finance
2 22 (9.91%) Retail
3 12 (5.41%) Telecoms
4 6 (2.70%) Manufacturing
5 5 (2.25%) Local Government
6 3 (1.35%) Advertising
6 3 (1.35%) Legal
7 2 (0.90%) Back Office
7 2 (0.90%) Banking
8 1 (0.45%) Billing
8 1 (0.45%) Games
8 1 (0.45%) General Ledger
8 1 (0.45%) Law
8 1 (0.45%) Publishing
Job Titles
1 37 (16.67%) Analyst
2 23 (10.36%) Architect
3 21 (9.46%) Developer
4 20 (9.01%) IT Manager
5 19 (8.56%) Consultant
6 18 (8.11%) Infrastructure Specialist
7 17 (7.66%) Project Manager
7 17 (7.66%) Senior Data Warehouse Specialist
8 16 (7.21%) Business Analyst
8 16 (7.21%) Senior Infrastructure Specialist
9 13 (5.86%) Data Warehouse Analyst
9 13 (5.86%) Data Warehouse Business Analyst
10 12 (5.41%) Administrator
11 11 (4.95%) Business Intelligence Analyst
11 11 (4.95%) Business Intelligence Business Analyst
11 11 (4.95%) Data Business Analyst
11 11 (4.95%) Infrastructure Engineer
11 11 (4.95%) IT Project Manager
12 10 (4.50%) 3rd Line Engineer
13 9 (4.05%) 3rd Line Support Engineer
Libraries, Frameworks & Software Standards
1 23 (10.36%) Web Services
2 19 (8.56%) .NET
3 12 (5.41%) REST
4 10 (4.50%) XML
5 9 (4.05%) Elastic Stack
5 9 (4.05%) Lucene
6 8 (3.60%) ASP.NET
7 6 (2.70%) LDAP
8 5 (2.25%) CSS
8 5 (2.25%) Middleware
8 5 (2.25%) Oracle GoldenGate
9 4 (1.80%) .NET Framework
9 4 (1.80%) ASP.NET Web API
9 4 (1.80%) Entity Framework
9 4 (1.80%) HTML
9 4 (1.80%) MSMQ
9 4 (1.80%) RabbitMQ
10 3 (1.35%) ADO.NET
10 3 (1.35%) JSON
10 3 (1.35%) XSD
Miscellaneous
1 30 (13.51%) Analytical Skills
2 17 (7.66%) Self-Motivation
3 16 (7.21%) Public Cloud
4 15 (6.76%) Management Information System
5 12 (5.41%) Data Centre
6 8 (3.60%) Replication
7 7 (3.15%) Enterprise Software
8 5 (2.25%) EPoS
8 5 (2.25%) PKI
9 3 (1.35%) Client/Server
9 3 (1.35%) Computer Science
10 2 (0.90%) Enterprise Cloud
10 2 (0.90%) Hybrid Cloud
10 2 (0.90%) Linux Command Line
10 2 (0.90%) PMI
10 2 (0.90%) Virtual Team
11 1 (0.45%) Cloud Native
11 1 (0.45%) Clustering
11 1 (0.45%) Greenfield Project
11 1 (0.45%) Mainframe
Operating Systems
1 53 (23.87%) Windows
2 37 (16.67%) Windows Server
3 23 (10.36%) Windows Server 2012
4 21 (9.46%) Linux
5 9 (4.05%) Windows 10
5 9 (4.05%) Windows 7
5 9 (4.05%) Windows Server 2008
6 6 (2.70%) Red Hat Enterprise Linux
6 6 (2.70%) VMS
7 5 (2.25%) HPUX
7 5 (2.25%) Oracle Linux
7 5 (2.25%) Windows XP
8 2 (0.90%) Unix
9 1 (0.45%) Android
9 1 (0.45%) Apple iOS
9 1 (0.45%) Debian
9 1 (0.45%) Ubuntu
Processes & Methodologies
1 60 (27.03%) Agile Software Development
2 56 (25.23%) Data Migration
3 45 (20.27%) Project Management
4 39 (17.57%) DevOps
5 30 (13.51%) ITIL
6 27 (12.16%) Business Intelligence
7 21 (9.46%) Infrastructure Engineering
7 21 (9.46%) Problem-Solving
7 21 (9.46%) Stakeholder Management
8 20 (9.01%) Business Analysis
9 19 (8.56%) Waterfall
10 18 (8.11%) Deployment Automation
10 18 (8.11%) Disaster Recovery
10 18 (8.11%) ERP
10 18 (8.11%) ETL
11 17 (7.66%) Data Modelling
11 17 (7.66%) Visualisation
12 15 (6.76%) PRINCE2
13 14 (6.31%) Decision-Making
13 14 (6.31%) Service Delivery
Programming Languages
1 83 (37.39%) SQL
2 37 (16.67%) PowerShell
3 30 (13.51%) T-SQL
4 17 (7.66%) C#
5 14 (6.31%) Python
6 10 (4.50%) JavaScript
7 7 (3.15%) PHP
7 7 (3.15%) PL/SQL
8 5 (2.25%) Java
8 5 (2.25%) Ruby
9 3 (1.35%) R
10 2 (0.90%) C
10 2 (0.90%) VB.NET
11 1 (0.45%) Apex Code
11 1 (0.45%) Bash Shell
11 1 (0.45%) Perl
11 1 (0.45%) Shell Script
11 1 (0.45%) SOQL
11 1 (0.45%) SOSL
Qualifications
1 14 (6.31%) Cisco Certification
2 13 (5.86%) CCNA
3 10 (4.50%) Degree
4 9 (4.05%) Citrix Certification
5 7 (3.15%) MCSA
5 7 (3.15%) Microsoft Certification
5 7 (3.15%) VMware Certified Professional (VCP)
6 6 (2.70%) SC Cleared
6 6 (2.70%) Security Cleared
7 5 (2.25%) ITIL Certification
7 5 (2.25%) OCP
7 5 (2.25%) Oracle Certification
7 5 (2.25%) VCP5
8 3 (1.35%) Computer Science Degree
8 3 (1.35%) ISEB
8 3 (1.35%) ISTQB
9 2 (0.90%) PMI Certification
9 2 (0.90%) PMP
9 2 (0.90%) TOGAF Certification
9 2 (0.90%) VCP6
Quality Assurance & Compliance
1 12 (5.41%) Data Quality
2 11 (4.95%) ISO/IEC 27001
2 11 (4.95%) QA
2 11 (4.95%) SLA
3 7 (3.15%) GDPR
3 7 (3.15%) ISO/IEC 20000
4 2 (0.90%) PCI DSS
4 2 (0.90%) PMO
5 1 (0.45%) ISO 9001
5 1 (0.45%) Sarbanes-Oxley
System Software
1 51 (22.97%) Active Directory
2 36 (16.22%) VMware Infrastructure
3 16 (7.21%) Virtual Machines
4 13 (5.86%) Hyper-V
5 10 (4.50%) Docker
5 10 (4.50%) XenApp
6 9 (4.05%) Microsoft App-V
6 9 (4.05%) VMware ESXi
6 9 (4.05%) XenDesktop
7 5 (2.25%) Active Directory Lightweight Directory Services
7 5 (2.25%) Oracle RAC
8 1 (0.45%) Varnish
8 1 (0.45%) vCloud
8 1 (0.45%) vSphere
Systems Management
1 12 (5.41%) SCCM
2 9 (4.05%) XenMobile
3 7 (3.15%) McAfee ePO
4 5 (2.25%) AirWatch
4 5 (2.25%) Data Guard
4 5 (2.25%) Oracle Enterprise Manager
4 5 (2.25%) Oracle RMAN
5 4 (1.80%) SCOM
5 4 (1.80%) Terraform
6 2 (0.90%) Ansible
6 2 (0.90%) NetBackup
6 2 (0.90%) Puppet
7 1 (0.45%) Icinga
7 1 (0.45%) Microsoft Clustering
7 1 (0.45%) Nagios
7 1 (0.45%) Opsview
7 1 (0.45%) WSUS
Vendors
1 61 (27.48%) Microsoft
2 54 (24.32%) VMware
3 25 (11.26%) Cisco
4 18 (8.11%) Citrix
5 16 (7.21%) McAfee
6 11 (4.95%) Oracle
6 11 (4.95%) Tableau
7 10 (4.50%) Symantec
8 9 (4.05%) Altiris
8 9 (4.05%) Google
9 7 (3.15%) Salesforce.com
10 5 (2.25%) Rackspace
10 5 (2.25%) Red Hat
10 5 (2.25%) Veeam
11 4 (1.80%) SAP
12 2 (0.90%) NetApp
12 2 (0.90%) Sage
13 1 (0.45%) EMC
13 1 (0.45%) Infor
13 1 (0.45%) Northgate