Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Migration
England > Yorkshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 98 114 132
Rank change year-on-year +16 +18 -47
Permanent jobs citing Migration 265 269 281
As % of all permanent IT jobs advertised in Yorkshire 2.78% 2.52% 2.36%
As % of the Processes & Methodologies category 3.00% 2.73% 2.61%
Number of salaries quoted 234 234 245
Yorkshire median annual salary £50,000 £45,000 £40,500
Median salary % change year-on-year +11.11% +11.11% -19.00%
10th Percentile £30,000 £32,875 £27,850
90th Percentile £65,000 £67,125 £68,250
England median annual salary £55,000 £53,000 £50,000
% change year-on-year +3.77% +6.00% -

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 8,824 9,863 10,749
As % of all permanent IT jobs advertised in Yorkshire 92.49% 92.25% 90.20%
Number of salaries quoted 7,404 8,397 8,914
Yorkshire median annual salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25% -
10th Percentile £26,250 £26,250 £25,788
90th Percentile £62,500 £61,250 £61,250
England median annual salary £50,000 £50,000 £50,000

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 22 July 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 22 July 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 +14 163 £45,000 - 40
North Yorkshire +15 54 £60,000 +50.00% 5
South Yorkshire +6 38 £26,500 -36.72% 7
East Yorkshire +22 5 £45,000 +32.35% 1
Migration
England

For the 6 months to 22 July 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 91 (34.34%) SQL
2 85 (32.08%) SQL Server
3 74 (27.92%) Microsoft
4 68 (25.66%) Finance
5 66 (24.91%) Data Migration
6 60 (22.64%) Microsoft Azure
7 52 (19.62%) Windows
8 50 (18.87%) Business Intelligence
9 49 (18.49%) Agile Software Development
10 47 (17.74%) Active Directory
11 45 (16.98%) PowerShell
11 45 (16.98%) SQL Server Integration Services
12 43 (16.23%) VMware
13 41 (15.47%) T-SQL
14 37 (13.96%) Project Management
14 37 (13.96%) SQL Server Reporting Services
15 34 (12.83%) Stakeholder Management
15 34 (12.83%) SQL Server Analysis Services
16 32 (12.08%) Analytical Skills
17 31 (11.70%) DevOps
18 30 (11.32%) ITIL
19 29 (10.94%) Office 365
19 29 (10.94%) Amazon AWS
20 28 (10.57%) Performance Tuning
21 26 (9.81%) Oracle
21 26 (9.81%) MS Exchange
21 26 (9.81%) VMware Infrastructure
21 26 (9.81%) Windows Server
22 25 (9.43%) Problem-Solving
22 25 (9.43%) Retail

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 26 (9.81%) MS Exchange
2 18 (6.79%) Exchange Server 2010
3 12 (4.53%) Exchange Server 2013
4 11 (4.15%) SharePoint
5 8 (3.02%) Oracle Application Server
5 8 (3.02%) WebLogic
6 6 (2.26%) IIS
7 5 (1.89%) SharePoint 2013
8 2 (0.75%) Apache
8 2 (0.75%) Apache Solr
8 2 (0.75%) Elasticsearch
8 2 (0.75%) Oracle SOA Suite
9 1 (0.38%) nginx
9 1 (0.38%) OpenEdge
Applications
1 12 (4.53%) Microsoft Excel
2 9 (3.40%) Microsoft Office
3 3 (1.13%) Microsoft Project
Business Applications
1 9 (3.40%) Oracle EBS R12
2 8 (3.02%) Oracle ERP
3 5 (1.89%) Oracle EBS
4 3 (1.13%) SAP CO
4 3 (1.13%) SAP FI
4 3 (1.13%) SAP FI/CO
4 3 (1.13%) SAP S/4HANA
4 3 (1.13%) Veritas eDiscovery
5 2 (0.75%) Dynamics AX
5 2 (0.75%) Sage 200
6 1 (0.38%) iTrent
6 1 (0.38%) Magento
6 1 (0.38%) ResourceLink
6 1 (0.38%) SAP HR
6 1 (0.38%) SnowdropKCS
6 1 (0.38%) Visualfiles
Cloud Services
1 60 (22.64%) Microsoft Azure
2 29 (10.94%) Amazon AWS
2 29 (10.94%) Office 365
3 14 (5.28%) Azure Data Factory
4 12 (4.53%) Google Cloud Platform
5 6 (2.26%) OneDrive
6 5 (1.89%) Amazon EC2
6 5 (1.89%) Amazon S3
6 5 (1.89%) AWS Lambda
6 5 (1.89%) SaaS
6 5 (1.89%) Serverless
7 4 (1.51%) Amazon CloudWatch
7 4 (1.51%) Amazon ELB
7 4 (1.51%) AWS Elastic Beanstalk
7 4 (1.51%) Dynamics 365
7 4 (1.51%) Mimecast
8 1 (0.38%) AWS CloudTrail
8 1 (0.38%) Route 53
8 1 (0.38%) Virtual Private Cloud
Communications & Networking
1 19 (7.17%) SAN
2 11 (4.15%) Firewall
2 11 (4.15%) MPLS
2 11 (4.15%) WAN
3 9 (3.40%) LAN
4 5 (1.89%) DNS
4 5 (1.89%) TCP/IP
5 4 (1.51%) NetScaler
5 4 (1.51%) VoIP
6 3 (1.13%) Cisco ASA
6 3 (1.13%) Cisco Firepower
6 3 (1.13%) Internet
6 3 (1.13%) IPsec
6 3 (1.13%) VPN
7 2 (0.75%) Intranet
8 1 (0.38%) DHCP
8 1 (0.38%) Network Security
8 1 (0.38%) SMS
8 1 (0.38%) Wireless
Database & Business Intelligence
1 85 (32.08%) SQL Server
2 45 (16.98%) SQL Server Integration Services
3 37 (13.96%) SQL Server Reporting Services
4 34 (12.83%) SQL Server Analysis Services
5 24 (9.06%) NoSQL
6 17 (6.42%) Data Warehouse
6 17 (6.42%) Relational Database
7 14 (5.28%) Data Lake
7 14 (5.28%) HDInsight
8 11 (4.15%) MS Access
9 10 (3.77%) Oracle Database
10 9 (3.40%) Oracle Database 11g
10 9 (3.40%) Oracle Database 12c
10 9 (3.40%) Oracle Reports
11 8 (3.02%) Oracle Exadata
12 7 (2.64%) SQL Server 2012
13 6 (2.26%) SAP BW
13 6 (2.26%) SAP HANA
14 5 (1.89%) Amazon RDS
14 5 (1.89%) MySQL
Development Applications
1 11 (4.15%) Oracle Forms
2 8 (3.02%) SQL Server Management Studio (SSMS)
3 7 (2.64%) Git (software)
3 7 (2.64%) Visual Studio
4 6 (2.26%) JIRA
4 6 (2.26%) Visual Studio Team System
5 5 (1.89%) ERwin
6 2 (0.75%) Octopus Deploy
6 2 (0.75%) Team Foundation Server
6 2 (0.75%) TeamCity
7 1 (0.38%) Eclipse
7 1 (0.38%) Jenkins
7 1 (0.38%) MorphX
7 1 (0.38%) NUnit
General
1 68 (25.66%) Finance
2 25 (9.43%) Retail
3 16 (6.04%) Manufacturing
4 9 (3.40%) Local Government
5 5 (1.89%) Advertising
5 5 (1.89%) Telecoms
6 3 (1.13%) Banking
7 2 (0.75%) Legal
7 2 (0.75%) Retail Banking
8 1 (0.38%) Games
8 1 (0.38%) Law
8 1 (0.38%) Marketing
Job Titles
1 45 (16.98%) Analyst
2 33 (12.45%) DBA
3 27 (10.19%) Architect
4 25 (9.43%) Project Manager
5 23 (8.68%) Developer
5 23 (8.68%) SQL DBA
6 19 (7.17%) SQL Server DBA
7 18 (6.79%) IT Manager
8 17 (6.42%) Consultant
9 16 (6.04%) Administrator
10 14 (5.28%) Data Engineer
11 13 (4.91%) Business Analyst
11 13 (4.91%) Cloud Architect
11 13 (4.91%) IT Project Manager
12 11 (4.15%) 3rd Line Engineer
12 11 (4.15%) Cloud Consultant
12 11 (4.15%) Data Analyst
12 11 (4.15%) Programme Manager
13 10 (3.77%) Infrastructure Manager
13 10 (3.77%) Infrastructure Specialist
Libraries, Frameworks & Software Standards
1 22 (8.30%) Web Services
2 19 (7.17%) .NET
3 13 (4.91%) ASP.NET
4 9 (3.40%) ASP.NET MVC
4 9 (3.40%) Middleware
5 8 (3.02%) JSON
5 8 (3.02%) Oracle GoldenGate
5 8 (3.02%) XML
6 6 (2.26%) .NET Framework
6 6 (2.26%) ASP.NET Web API
6 6 (2.26%) REST
7 5 (1.89%) CSS
7 5 (1.89%) HTML
7 5 (1.89%) jQuery
8 4 (1.51%) Entity Framework
8 4 (1.51%) Laravel
8 4 (1.51%) Spring
9 3 (1.13%) Ajax
9 3 (1.13%) ASP.NET Web Forms
9 3 (1.13%) React
Miscellaneous
1 32 (12.08%) Analytical Skills
2 17 (6.42%) Data Centre
2 17 (6.42%) Enterprise Software
3 11 (4.15%) Management Information System
4 10 (3.77%) Self-Motivation
5 9 (3.40%) Greenfield Project
5 9 (3.40%) Public Cloud
5 9 (3.40%) Virtual Team
6 6 (2.26%) User Experience
7 5 (1.89%) Driving Licence
8 4 (1.51%) Replication
9 3 (1.13%) EPoS
9 3 (1.13%) PKI
10 2 (0.75%) Fat Client
10 2 (0.75%) PMI
10 2 (0.75%) Thin Client
11 1 (0.38%) Clustering
11 1 (0.38%) Mainframe
11 1 (0.38%) NHS
11 1 (0.38%) N-Tier
Operating Systems
1 52 (19.62%) Windows
2 26 (9.81%) Windows Server
3 23 (8.68%) Windows Server 2012
4 22 (8.30%) Linux
5 12 (4.53%) Windows Server 2008
6 10 (3.77%) Windows Server 2003
7 8 (3.02%) Oracle Linux
7 8 (3.02%) Red Hat Enterprise Linux
8 6 (2.26%) Windows 10
9 4 (1.51%) VMS
9 4 (1.51%) Windows 7
10 3 (1.13%) HPUX
10 3 (1.13%) Unix
10 3 (1.13%) Windows XP
11 1 (0.38%) Debian
11 1 (0.38%) Ubuntu
Processes & Methodologies
1 66 (24.91%) Data Migration
2 50 (18.87%) Business Intelligence
3 49 (18.49%) Agile Software Development
4 37 (13.96%) Project Management
5 34 (12.83%) Stakeholder Management
6 31 (11.70%) DevOps
7 30 (11.32%) ITIL
8 28 (10.57%) Performance Tuning
9 25 (9.43%) Problem-Solving
10 24 (9.06%) ETL
11 21 (7.92%) Data Analysis
11 21 (7.92%) Disaster Recovery
11 21 (7.92%) Open Source
12 20 (7.55%) Data Modelling
13 18 (6.79%) MVC
13 18 (6.79%) PRINCE2
14 16 (6.04%) Data Virtualisation
15 14 (5.28%) Waterfall
16 13 (4.91%) ERP
17 12 (4.53%) SOA
Programming Languages
1 91 (34.34%) SQL
2 45 (16.98%) PowerShell
3 41 (15.47%) T-SQL
4 20 (7.55%) Python
5 18 (6.79%) C#
6 9 (3.40%) JavaScript
6 9 (3.40%) PL/SQL
7 7 (2.64%) Java
7 7 (2.64%) Ruby
8 6 (2.26%) Bash Shell
8 6 (2.26%) R
9 5 (1.89%) PHP
10 2 (0.75%) PHP 7
10 2 (0.75%) TypeScript
10 2 (0.75%) VB.NET
11 1 (0.38%) Java 8
11 1 (0.38%) Progress 4GL
11 1 (0.38%) X++
Qualifications
1 10 (3.77%) Cisco Certification
2 9 (3.40%) CCNA
2 9 (3.40%) Degree
3 8 (3.02%) Microsoft Certification
3 8 (3.02%) OCP
3 8 (3.02%) Oracle Certification
4 5 (1.89%) MCSA
4 5 (1.89%) VMware Certified Professional (VCP)
5 4 (1.51%) Citrix Certification
5 4 (1.51%) ITIL Certification
6 3 (1.13%) ISEB
6 3 (1.13%) ISTQB
6 3 (1.13%) VCP5
7 2 (0.75%) APMP
7 2 (0.75%) MCITP
7 2 (0.75%) MCSD
7 2 (0.75%) MCSE
7 2 (0.75%) MCTS
7 2 (0.75%) PMI Certification
7 2 (0.75%) PMP
Quality Assurance & Compliance
1 14 (5.28%) GDPR
2 13 (4.91%) Data Quality
3 8 (3.02%) QA
4 5 (1.89%) ISO/IEC 27001
5 4 (1.51%) PMO
6 3 (1.13%) ISO 9001
6 3 (1.13%) SLA
7 2 (0.75%) ISO/IEC 20000
8 1 (0.38%) GCP
System Software
1 47 (17.74%) Active Directory
2 26 (9.81%) VMware Infrastructure
3 12 (4.53%) Virtual Machines
4 9 (3.40%) Docker
4 9 (3.40%) Hyper-V
5 8 (3.02%) Oracle RAC
6 4 (1.51%) Microsoft App-V
6 4 (1.51%) VMware ESXi
6 4 (1.51%) XenApp
6 4 (1.51%) XenDesktop
7 3 (1.13%) Active Directory Lightweight Directory Services
8 1 (0.38%) Varnish
Systems Management
1 10 (3.77%) SCCM
2 8 (3.02%) Data Guard
2 8 (3.02%) Oracle Enterprise Manager
2 8 (3.02%) Oracle RMAN
3 5 (1.89%) McAfee ePO
4 4 (1.51%) Symantec Enterprise Vault
4 4 (1.51%) XenMobile
5 3 (1.13%) AirWatch
5 3 (1.13%) NetBackup
6 2 (0.75%) Ansible
6 2 (0.75%) Microsoft Intune
7 1 (0.38%) Kubernetes
7 1 (0.38%) Puppet
7 1 (0.38%) Single Sign-On
Vendors
1 74 (27.92%) Microsoft
2 43 (16.23%) VMware
3 26 (9.81%) Oracle
4 23 (8.68%) Capita
5 15 (5.66%) Cisco
6 12 (4.53%) Google
7 11 (4.15%) SAP
8 10 (3.77%) Citrix
9 9 (3.40%) McAfee
9 9 (3.40%) Rackspace
10 8 (3.02%) Red Hat
10 8 (3.02%) Symantec
11 5 (1.89%) SonicWALL
11 5 (1.89%) Tableau
11 5 (1.89%) WatchGuard
12 4 (1.51%) Altiris
12 4 (1.51%) Splunk
13 3 (1.13%) Infor
13 3 (1.13%) Salesforce.com
13 3 (1.13%) Veeam