Period
to 27 October 2020

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 27 October 2020 with a comparison to the same period in the previous 2 years.

Migration
England > Midlands
6 months to
27 Oct 2020
Same period 2019 Same period 2018
Rank 68 78 107
Rank change year-on-year +10 +29 +23
Permanent jobs citing Migration 166 408 377
As % of all permanent jobs advertised in the Midlands 4.06% 3.67% 2.83%
As % of the Processes & Methodologies category 4.40% 3.96% 3.08%
Number of salaries quoted 165 352 274
Median annual salary £48,500 £50,000 £47,500
Median salary % change year-on-year -3.00% +5.26% -
10th Percentile £36,710 £30,000 £27,225
90th Percentile £73,500 £72,500 £72,500
England median annual salary £60,000 £57,500 £57,000
% change year-on-year +4.35% +0.88% +3.64%

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 the Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Permanent vacancies with a requirement for process or methodology skills 3,773 10,295 12,248
As % of all permanent IT jobs advertised in the Midlands 92.29% 92.48% 91.83%
Number of salaries quoted 3,024 8,409 9,451
Median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £29,500 £26,250 £26,250
90th Percentile £68,750 £70,000 £67,500
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Migration
Job Vacancy Trend in the Midlands

Job postings citing Migration as a proportion of all IT jobs advertised in the Midlands.

Job vacancy trend for Migration in the Midlands

Migration
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing Migration in the Midlands.

Salary trend for Migration in the Midlands

Migration
Salary Histogram in the Midlands

Salary distribution for jobs citing Migration in the Midlands over the 6 months to 27 October 2020.

Salary histogram for Migration in the Midlands

Migration
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the Midlands region over the 6 months to 27 October 2020. 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 Midlands +15 126 £50,000 -4.76% 40
East Midlands +1 39 £47,500 +5.56% 10
Migration
England

For the 6 months to 27 October 2020, 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 Midlands region with a requirement for Migration.

1 70 (42.17%) Azure
2 69 (41.57%) SQL
3 64 (38.55%) Microsoft
4 45 (27.11%) Agile Software Development
5 44 (26.51%) Data Migration
6 40 (24.10%) AWS
6 40 (24.10%) DevOps
7 39 (23.49%) Oracle
8 35 (21.08%) Business Intelligence
9 32 (19.28%) Data Warehouse
10 29 (17.47%) Scrum
11 26 (15.66%) SQL Server
11 26 (15.66%) Terraform
12 24 (14.46%) T-SQL
13 23 (13.86%) SQL Server Integration Services
14 22 (13.25%) Power Platform
15 21 (12.65%) Linux
15 21 (12.65%) Configuration Management
16 20 (12.05%) ERP
16 20 (12.05%) Continuous Integration
16 20 (12.05%) Visualisation
17 19 (11.45%) Puppet
17 19 (11.45%) Opscode Chef
17 19 (11.45%) Infrastructure as Code
17 19 (11.45%) Kubernetes
17 19 (11.45%) SQL Server Reporting Services
17 19 (11.45%) ETL
17 19 (11.45%) Windows
18 18 (10.84%) JavaScript
18 18 (10.84%) Data Visualisation

Migration
Co-occurring IT Skills in the Midlands 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 4 (2.41%) SharePoint
2 2 (1.20%) Apache
2 2 (1.20%) BizTalk Server
2 2 (1.20%) CMS
3 1 (0.60%) Kentico
3 1 (0.60%) Umbraco
Applications
1 3 (1.81%) Microsoft Office
2 2 (1.20%) Microsoft Excel
3 1 (0.60%) Microsoft PowerPoint
3 1 (0.60%) MS Visio
3 1 (0.60%) Open Workbench
3 1 (0.60%) Spreadsheet
Business Applications
1 8 (4.82%) Magento
1 8 (4.82%) Oracle Applications
2 5 (3.01%) Oracle ERP
2 5 (3.01%) Oracle Payables
3 4 (2.41%) Shopify
4 3 (1.81%) Dynamics CRM
4 3 (1.81%) Oracle Receivables
5 2 (1.20%) Dynamics GP
5 2 (1.20%) Oracle Assets
5 2 (1.20%) Oracle EBS
5 2 (1.20%) Oracle EBS R12
5 2 (1.20%) Oracle Procure-to-Pay
5 2 (1.20%) Oracle Subledger Accounting
5 2 (1.20%) SAP HCM
5 2 (1.20%) SAP HR
5 2 (1.20%) SAP Payroll
6 1 (0.60%) Sparx Enterprise Architect
Cloud Services
1 70 (42.17%) Azure
2 40 (24.10%) AWS
3 22 (13.25%) Power Platform
4 13 (7.83%) AWS CloudFormation
4 13 (7.83%) Azure Data Factory
5 12 (7.23%) SaaS
6 6 (3.61%) Cloud Computing
6 6 (3.61%) IaaS
7 5 (3.01%) GitHub
7 5 (3.01%) Office 365
8 3 (1.81%) Azure Stack
9 2 (1.20%) Amazon CloudWatch
9 2 (1.20%) Amazon EKS
9 2 (1.20%) Azure Active Directory
9 2 (1.20%) Dynamics 365
9 2 (1.20%) Logic Apps
9 2 (1.20%) PaaS
9 2 (1.20%) Power Automate
9 2 (1.20%) PowerApps
9 2 (1.20%) Virtual Private Cloud
Communications & Networking
1 10 (6.02%) Firewall
2 6 (3.61%) Broadband
3 4 (2.41%) Network Security
4 3 (1.81%) VoIP
5 2 (1.20%) BGP
5 2 (1.20%) Cisco ISE
5 2 (1.20%) DHCP
5 2 (1.20%) DNS
5 2 (1.20%) Junos
5 2 (1.20%) SAN
5 2 (1.20%) TCP/IP
5 2 (1.20%) VLAN
5 2 (1.20%) VPN
5 2 (1.20%) WAN
6 1 (0.60%) HTTP
6 1 (0.60%) PBX
6 1 (0.60%) SNA
6 1 (0.60%) Wireless
Database & Business Intelligence
1 32 (19.28%) Data Warehouse
2 26 (15.66%) SQL Server
3 23 (13.86%) SQL Server Integration Services
4 19 (11.45%) SQL Server Reporting Services
5 17 (10.24%) Power BI
6 12 (7.23%) Azure SQL Database
6 12 (7.23%) Data Lake
7 10 (6.02%) SQL Server Analysis Services
8 9 (5.42%) MySQL
8 9 (5.42%) OLTP
9 7 (4.22%) SSDT
10 6 (3.61%) Data Mining
11 5 (3.01%) Enterprise Data Warehouse
11 5 (3.01%) Oracle Reports
12 4 (2.41%) Azure SQL Data Warehouse
12 4 (2.41%) BusinessObjects
12 4 (2.41%) Microsoft Analysis Services
12 4 (2.41%) Relational Database
13 3 (1.81%) Amazon RDS
13 3 (1.81%) Oracle BI Publisher
Development Applications
1 17 (10.24%) Git (software)
2 16 (9.64%) Visual Studio
3 12 (7.23%) Jenkins
4 7 (4.22%) Oracle Forms
5 5 (3.01%) Subversion
6 3 (1.81%) Postman
7 2 (1.20%) Team Foundation Server
7 2 (1.20%) Visual Studio Code
8 1 (0.60%) JIRA
8 1 (0.60%) Xcode
General
1 13 (7.83%) Public Sector
2 12 (7.23%) Finance
3 6 (3.61%) Back Office
4 3 (1.81%) Law
4 3 (1.81%) Marketing
4 3 (1.81%) Telecoms
5 2 (1.20%) Advertising
5 2 (1.20%) General Ledger
6 1 (0.60%) Legal
6 1 (0.60%) Retail
Job Titles
1 41 (24.70%) Developer
2 31 (18.67%) Architect
3 18 (10.84%) Azure Engineer
3 18 (10.84%) DevOps Engineer
3 18 (10.84%) Senior Developer
4 13 (7.83%) Azure Architect
5 11 (6.63%) Analyst
5 11 (6.63%) AWS DevOps
5 11 (6.63%) AWS DevOps Engineer
5 11 (6.63%) AWS Engineer
5 11 (6.63%) Data Architect
6 10 (6.02%) Business Intelligence Developer
6 10 (6.02%) Platform Engineer
7 9 (5.42%) Consultant
7 9 (5.42%) Data Engineer
8 7 (4.22%) Azure Developer
8 7 (4.22%) Database Architect
8 7 (4.22%) Web Developer
9 6 (3.61%) Data Warehouse Architect
9 6 (3.61%) Full Stack Web Developer
Libraries, Frameworks & Software Standards
1 12 (7.23%) .NET
2 11 (6.63%) HTML
3 9 (5.42%) CSS
3 9 (5.42%) HTML5
4 5 (3.01%) .NET Framework
4 5 (3.01%) Middleware
5 4 (2.41%) Web Services
6 3 (1.81%) Entity Framework
6 3 (1.81%) Node.js
6 3 (1.81%) REST
7 2 (1.20%) AngularJS
7 2 (1.20%) ASP.NET
7 2 (1.20%) CSS3
7 2 (1.20%) Elastic Stack
7 2 (1.20%) jQuery
7 2 (1.20%) SOAP
7 2 (1.20%) Visualforce
7 2 (1.20%) XML
7 2 (1.20%) XSLT
8 1 (0.60%) ASP.NET MVC
Miscellaneous
1 9 (5.42%) Analytical Skills
2 6 (3.61%) Data Centre
3 5 (3.01%) Data Structures
4 3 (1.81%) Distributed Denial-of-Service
4 3 (1.81%) Self-Motivation
5 2 (1.20%) Greenfield Project
5 2 (1.20%) Management Information System
6 1 (0.60%) CCTV
6 1 (0.60%) Clustering
6 1 (0.60%) Driving Licence
6 1 (0.60%) Enterprise Cloud
6 1 (0.60%) Mainframe
6 1 (0.60%) Replication
6 1 (0.60%) User Experience
Operating Systems
1 21 (12.65%) Linux
2 19 (11.45%) Windows
3 4 (2.41%) Windows Server
4 3 (1.81%) Windows 10
5 2 (1.20%) CentOS
5 2 (1.20%) Ubuntu
6 1 (0.60%) Apple iOS
6 1 (0.60%) Windows Server 2012
6 1 (0.60%) Windows Server 2016
6 1 (0.60%) Windows Server 2019
6 1 (0.60%) zOS
Processes & Methodologies
1 45 (27.11%) Agile Software Development
2 44 (26.51%) Data Migration
3 40 (24.10%) DevOps
4 35 (21.08%) Business Intelligence
5 29 (17.47%) Scrum
6 21 (12.65%) Configuration Management
7 20 (12.05%) Continuous Integration
7 20 (12.05%) ERP
7 20 (12.05%) Visualisation
8 19 (11.45%) ETL
8 19 (11.45%) Infrastructure as Code
9 18 (10.84%) Data Visualisation
10 17 (10.24%) Analytics
11 16 (9.64%) Continuous Improvement
11 16 (9.64%) Deployment Automation
12 12 (7.23%) Collaborative Working
12 12 (7.23%) High Availability
13 11 (6.63%) Data Security
14 10 (6.02%) Dimensional Modelling
14 10 (6.02%) Problem-Solving
Programming Languages
1 69 (41.57%) SQL
2 24 (14.46%) T-SQL
3 18 (10.84%) JavaScript
4 11 (6.63%) TypeScript
5 10 (6.02%) C#
5 10 (6.02%) PowerShell
5 10 (6.02%) Python
6 7 (4.22%) ES6
7 6 (3.61%) Bash Shell
7 6 (3.61%) PHP
7 6 (3.61%) PL/SQL
8 5 (3.01%) Java
9 2 (1.20%) Apex Code
10 1 (0.60%) Data Analysis Expressions (DAX)
10 1 (0.60%) JCL
10 1 (0.60%) Objective-C
10 1 (0.60%) REXX
10 1 (0.60%) Shell Script
10 1 (0.60%) U-SQL
10 1 (0.60%) VBA
Qualifications
1 15 (9.04%) Security Cleared
2 12 (7.23%) SC Cleared
3 9 (5.42%) Microsoft Certification
4 6 (3.61%) AWS Certification
5 5 (3.01%) Cisco Certification
5 5 (3.01%) Oracle Certification
6 4 (2.41%) Degree
7 3 (1.81%) BC Cleared
8 2 (1.20%) CCNA
8 2 (1.20%) TOGAF Certification
9 1 (0.60%) CCDE
9 1 (0.60%) CCNP
9 1 (0.60%) MCSA
9 1 (0.60%) MCSE
Quality Assurance & Compliance
1 3 (1.81%) QA
1 3 (1.81%) SLA
2 1 (0.60%) Data Quality
2 1 (0.60%) ISO/IEC 27001
2 1 (0.60%) PCI DSS
2 1 (0.60%) Sarbanes-Oxley
System Software
1 13 (7.83%) Docker
2 11 (6.63%) VMware Infrastructure
3 8 (4.82%) Virtual Machines
4 7 (4.22%) Active Directory
4 7 (4.22%) Hyper-V
5 2 (1.20%) LXC
6 1 (0.60%) ACF2
6 1 (0.60%) Job Entry Subsystem
6 1 (0.60%) RACF
6 1 (0.60%) Time Sharing Option
6 1 (0.60%) Tivoli Workload Scheduler
6 1 (0.60%) vSphere
Systems Management
1 26 (15.66%) Terraform
2 19 (11.45%) Kubernetes
2 19 (11.45%) Opscode Chef
2 19 (11.45%) Puppet
3 4 (2.41%) Ansible
3 4 (2.41%) Single Sign-On
4 2 (1.20%) Docker Swarm
4 2 (1.20%) Microsoft Intune
5 1 (0.60%) Control-M
5 1 (0.60%) OMEGAMON
5 1 (0.60%) Packer
5 1 (0.60%) SCCM
5 1 (0.60%) Tivoli
5 1 (0.60%) Tivoli NetView
Vendors
1 64 (38.55%) Microsoft
2 39 (23.49%) Oracle
3 12 (7.23%) VMware
4 10 (6.02%) EnterpriseDB
5 6 (3.61%) Databricks
6 4 (2.41%) Cisco
6 4 (2.41%) SAP
7 3 (1.81%) CheckPoint
7 3 (1.81%) Salesforce.com
7 3 (1.81%) WooCommerce
7 3 (1.81%) Xero
8 2 (1.20%) Dell
8 2 (1.20%) Draytek
8 2 (1.20%) HP
8 2 (1.20%) IBM
8 2 (1.20%) Juniper
8 2 (1.20%) Red Hat
8 2 (1.20%) Sage
8 2 (1.20%) SolarWinds
8 2 (1.20%) SonicWALL