Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 26 November 2021

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 26 November 2021 with a comparison to the same period in the previous 2 years.

Migration
England > Midlands
6 months to
26 Nov 2021		 Same period 2020 Same period 2019
Rank 71 61 77
Rank change year-on-year -10 +16 +46
Permanent jobs citing Migration 427 197 392
As % of all permanent jobs advertised in the Midlands 3.94% 4.26% 3.48%
As % of the Processes & Methodologies category 4.22% 4.59% 3.74%
Number of salaries quoted 346 145 277
10th Percentile £35,125 £32,000 £29,900
25th Percentile £41,250 £38,750 £38,750
Median annual salary (50th Percentile) £57,492 £50,000 £50,000
Median % change year-on-year +14.98% - +5.26%
75th Percentile £72,500 £61,250 £67,500
90th Percentile £83,750 £75,750 £73,500
England median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +4.35%

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 10,118 4,294 10,470
As % of all permanent IT jobs advertised in the Midlands 93.44% 92.86% 92.83%
Number of salaries quoted 7,331 3,511 8,689
10th Percentile £30,000 £30,000 £26,250
25th Percentile £37,500 £36,250 £33,412
Median annual salary (50th Percentile) £50,000 £47,250 £45,000
Median % change year-on-year +5.82% +5.00% +5.88%
75th Percentile £65,000 £57,500 £57,500
90th Percentile £78,750 £70,000 £71,250
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 26 November 2021.

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 26 November 2021. 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 -6 307 £60,000 +20.00% 70
East Midlands -6 118 £47,500 - 27
Migration
England

For the 6 months to 26 November 2021, 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.

1 166 (38.88%) Azure
2 139 (32.55%) Microsoft
3 121 (28.34%) Data Migration
4 118 (27.63%) SQL
5 117 (27.40%) Social Skills
6 108 (25.29%) Agile Software Development
7 100 (23.42%) AWS
8 76 (17.80%) Finance
9 70 (16.39%) Business Intelligence
10 66 (15.46%) Windows
10 66 (15.46%) Power Platform
11 63 (14.75%) Stakeholder Management
12 56 (13.11%) Microsoft 365
13 55 (12.88%) SQL Server
14 54 (12.65%) SQL Server Integration Services
15 52 (12.18%) DevOps
16 51 (11.94%) Project Delivery
17 49 (11.48%) IaaS
17 49 (11.48%) Analytical Skills
17 49 (11.48%) Public Cloud
17 49 (11.48%) Active Directory
17 49 (11.48%) PaaS
18 48 (11.24%) Power BI
19 47 (11.01%) Windows Server
19 47 (11.01%) Project Management
20 44 (10.30%) Oracle
20 44 (10.30%) ERP
21 43 (10.07%) SaaS
22 42 (9.84%) Data Centre
23 39 (9.13%) Problem-Solving

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 30 (7.03%) SharePoint
2 7 (1.64%) Apache
3 6 (1.41%) Tomcat
4 5 (1.17%) JBoss
4 5 (1.17%) MS Exchange
5 4 (0.94%) Confluence
5 4 (0.94%) Exchange Server 2013
5 4 (0.94%) MS Project Server
6 3 (0.70%) Apache Spark
7 2 (0.47%) Exchange Server 2003
7 2 (0.47%) Exchange Server 2007
7 2 (0.47%) Exchange Server 2010
7 2 (0.47%) IIS
7 2 (0.47%) OpenStack
7 2 (0.47%) Skype for Business
8 1 (0.23%) CMS
8 1 (0.23%) MTS
8 1 (0.23%) NetWeaver
8 1 (0.23%) SAS
8 1 (0.23%) WebLogic
Applications
1 22 (5.15%) Microsoft Project
2 16 (3.75%) Microsoft Office
3 12 (2.81%) Microsoft Excel
4 4 (0.94%) Spreadsheet
5 3 (0.70%) MS Visio
6 2 (0.47%) Microsoft PowerPoint
6 2 (0.47%) Oracle Smart View
7 1 (0.23%) InfoPath
Business Applications
1 13 (3.04%) Dynamics CRM
2 8 (1.87%) PRMS
3 7 (1.64%) NetSuite
4 6 (1.41%) Dynamics AX
5 4 (0.94%) Salesforce.com CRM
6 3 (0.70%) Oracle Cash Management
6 3 (0.70%) Oracle EBS
6 3 (0.70%) Oracle Payables
6 3 (0.70%) Oracle Receivables
6 3 (0.70%) SAP Business One
6 3 (0.70%) SAP ERP
6 3 (0.70%) SAP HCM
6 3 (0.70%) SAP Payroll
6 3 (0.70%) SAP S/4HANA
7 2 (0.47%) Line 50
7 2 (0.47%) Magento
7 2 (0.47%) Oracle Applications
7 2 (0.47%) Oracle ERP
7 2 (0.47%) Oracle General Ledger
7 2 (0.47%) Remedy ITSM
Cloud Services
1 166 (38.88%) Azure
2 100 (23.42%) AWS
3 66 (15.46%) Power Platform
4 56 (13.11%) Microsoft 365
5 49 (11.48%) IaaS
5 49 (11.48%) PaaS
6 43 (10.07%) SaaS
7 25 (5.85%) Dynamics 365
8 21 (4.92%) GCP
9 16 (3.75%) Azure Active Directory
10 15 (3.51%) Amazon CloudWatch
10 15 (3.51%) Azure Data Factory
10 15 (3.51%) PowerApps
11 13 (3.04%) OneDrive
12 9 (2.11%) Power Automate
13 8 (1.87%) Amazon EKS
14 7 (1.64%) Azure Synapse Analytics
14 7 (1.64%) Cloud Computing
15 5 (1.17%) Amazon ECS
15 5 (1.17%) Salesforce Service Cloud
Communications & Networking
1 19 (4.45%) DNS
1 19 (4.45%) Firewall
2 18 (4.22%) DHCP
2 18 (4.22%) LAN
3 15 (3.51%) WAN
4 12 (2.81%) TCP/IP
5 11 (2.58%) Wi-Fi
6 8 (1.87%) FTP
6 8 (1.87%) SAN
6 8 (1.87%) VPN
7 7 (1.64%) Remote Desktop
8 5 (1.17%) DMZ
8 5 (1.17%) HTTP
9 4 (0.94%) NAS
9 4 (0.94%) Network Security
9 4 (0.94%) VoIP
10 3 (0.70%) SSL
10 3 (0.70%) Structured Cabling
10 3 (0.70%) VLAN
11 2 (0.47%) Skype
Database & Business Intelligence
1 55 (12.88%) SQL Server
2 54 (12.65%) SQL Server Integration Services
3 48 (11.24%) Power BI
4 36 (8.43%) SQL Server Analysis Services
4 36 (8.43%) SQL Server Reporting Services
5 28 (6.56%) Data Warehouse
6 15 (3.51%) Azure SQL Database
7 11 (2.58%) Tableau
8 10 (2.34%) Data Lake
9 8 (1.87%) Azure SQL Data Warehouse
9 8 (1.87%) Microsoft Analysis Services
9 8 (1.87%) PostgreSQL
10 6 (1.41%) DTS
10 6 (1.41%) OLAP
10 6 (1.41%) Relational Database
11 5 (1.17%) OLTP
11 5 (1.17%) Oracle Reports
11 5 (1.17%) SAP HANA
11 5 (1.17%) SQL Server 2008
12 4 (0.94%) Apache Cassandra
Development Applications
1 25 (5.85%) Git (software)
2 23 (5.39%) Jenkins
2 23 (5.39%) JIRA
3 11 (2.58%) Visual Studio
4 8 (1.87%) Cucumber
4 8 (1.87%) Maven
4 8 (1.87%) TestNG
5 6 (1.41%) Visual Studio Code
6 4 (0.94%) Selenium
7 3 (0.70%) JUnit
8 2 (0.47%) Oracle APEX
8 2 (0.47%) Oracle Forms
8 2 (0.47%) Postman
8 2 (0.47%) Team Foundation Server
9 1 (0.23%) Bitbucket
9 1 (0.23%) Cypress.io
9 1 (0.23%) Emacs
9 1 (0.23%) Protractor
9 1 (0.23%) Visual Studio Team System
9 1 (0.23%) Visual Studio Tools for Office
General
1 117 (27.40%) Social Skills
2 76 (17.80%) Finance
3 49 (11.48%) Analytical Skills
4 26 (6.09%) Manufacturing
4 26 (6.09%) Retail
5 19 (4.45%) Law
6 18 (4.22%) Inclusion and Diversity
7 13 (3.04%) Documentation Skills
8 12 (2.81%) Marketing
9 9 (2.11%) Organisational Skills
9 9 (2.11%) Public Sector
10 8 (1.87%) Banking
10 8 (1.87%) Presentation Skills
10 8 (1.87%) Retail Banking
11 7 (1.64%) Automotive
12 5 (1.17%) Influencing Skills
13 4 (0.94%) Pharmaceutical
13 4 (0.94%) Telecoms
14 3 (0.70%) Electronics
14 3 (0.70%) General Ledger
Job Titles
1 73 (17.10%) Architect
2 53 (12.41%) Analyst
3 48 (11.24%) Developer
4 41 (9.60%) Solutions Architect
5 38 (8.90%) Project Manager
6 31 (7.26%) Cloud Architect
7 22 (5.15%) Consultant
8 21 (4.92%) Business Intelligence Developer
9 20 (4.68%) Infrastructure Manager
9 20 (4.68%) SQL Developer
10 19 (4.45%) Infrastructure Engineer
11 18 (4.22%) Business Analyst
11 18 (4.22%) IT Manager
12 17 (3.98%) Cloud Engineer
12 17 (3.98%) Cloud Solutions Architect
12 17 (3.98%) DBA
13 16 (3.75%) Data Engineer
14 15 (3.51%) SQL DBA
15 14 (3.28%) Data Analyst
15 14 (3.28%) Systems Manager
Libraries, Frameworks & Software Standards
1 23 (5.39%) Middleware
2 14 (3.28%) .NET
3 11 (2.58%) REST
4 10 (2.34%) EDI
5 7 (1.64%) WPF
6 6 (1.41%) HTML
6 6 (1.41%) Web Services
7 5 (1.17%) RESTful
8 4 (0.94%) Elastic Stack
8 4 (0.94%) Hibernate
8 4 (0.94%) Node.js
8 4 (0.94%) Oracle Fusion
8 4 (0.94%) SAP Basis
8 4 (0.94%) YAML
9 3 (0.70%) CSS
9 3 (0.70%) JSON
9 3 (0.70%) React
9 3 (0.70%) Spring
9 3 (0.70%) XML
10 2 (0.47%) BAPI
Miscellaneous
1 49 (11.48%) Public Cloud
2 42 (9.84%) Data Centre
3 27 (6.32%) Management Information System
4 24 (5.62%) Data Protection Act
5 16 (3.75%) Hybrid Cloud
6 14 (3.28%) Self-Motivation
7 11 (2.58%) Data Structures
7 11 (2.58%) User Experience
8 9 (2.11%) Private Cloud
9 8 (1.87%) iSeries
10 7 (1.64%) Client/Server
10 7 (1.64%) Legacy Systems
11 4 (0.94%) Clustering
11 4 (0.94%) CMDB
11 4 (0.94%) Driving Licence
12 3 (0.70%) Algorithms
12 3 (0.70%) Analytical Mindset
13 2 (0.47%) Enterprise Cloud
13 2 (0.47%) Enterprise Software
13 2 (0.47%) Replication
Operating Systems
1 66 (15.46%) Windows
2 47 (11.01%) Windows Server
3 33 (7.73%) Linux
4 22 (5.15%) Windows 10
5 15 (3.51%) CentOS
5 15 (3.51%) Ubuntu
6 11 (2.58%) Windows 7
7 6 (1.41%) Windows Server 2012
7 6 (1.41%) Windows Server 2016
8 5 (1.17%) Windows Server 2019
9 3 (0.70%) Unix
9 3 (0.70%) Windows Server 2008
10 2 (0.47%) AIX
10 2 (0.47%) Android
10 2 (0.47%) Red Hat Enterprise Linux
10 2 (0.47%) Windows 2000 Server
10 2 (0.47%) Windows Server 2003
11 1 (0.23%) Debian
11 1 (0.23%) Mac OS
Processes & Methodologies
1 121 (28.34%) Data Migration
2 108 (25.29%) Agile Software Development
3 70 (16.39%) Business Intelligence
4 63 (14.75%) Stakeholder Management
5 52 (12.18%) DevOps
6 51 (11.94%) Project Delivery
7 47 (11.01%) Project Management
8 44 (10.30%) ERP
9 39 (9.13%) Problem-Solving
10 38 (8.90%) ITIL
11 34 (7.96%) ETL
12 33 (7.73%) Analytics
13 29 (6.79%) Data Protection
13 29 (6.79%) Logistics
14 27 (6.32%) PRINCE2
15 26 (6.09%) Presales
15 26 (6.09%) Requirements Gathering
16 25 (5.85%) Waterfall
17 24 (5.62%) Infrastructure Engineering
18 23 (5.39%) Coaching
Programming Languages
1 118 (27.63%) SQL
2 35 (8.20%) PowerShell
3 26 (6.09%) Java
4 18 (4.22%) C#
4 18 (4.22%) Python
5 16 (3.75%) T-SQL
6 15 (3.51%) JavaScript
7 11 (2.58%) C
8 8 (1.87%) Bash Shell
8 8 (1.87%) RPG
8 8 (1.87%) VB
9 5 (1.17%) Bicep
10 3 (0.70%) Java 11
10 3 (0.70%) Java 8
10 3 (0.70%) Perl
10 3 (0.70%) PL/SQL
10 3 (0.70%) VBA
11 2 (0.47%) TypeScript
12 1 (0.23%) Data Analysis Expressions (DAX)
12 1 (0.23%) PHP
Qualifications
1 30 (7.03%) Degree
2 25 (5.85%) Security Cleared
3 12 (2.81%) Microsoft Certification
4 9 (2.11%) PRINCE2 Practitioner
4 9 (2.11%) SC Cleared
5 8 (1.87%) MCSA
6 7 (1.64%) PMP
7 6 (1.41%) ITIL Foundation Certificate
8 4 (0.94%) AWS Certification
9 3 (0.70%) CCNA
9 3 (0.70%) Cisco Certification
9 3 (0.70%) PMI Certification
10 2 (0.47%) A+ Certification
10 2 (0.47%) CISSP
10 2 (0.47%) CWNA
10 2 (0.47%) HND
10 2 (0.47%) ISTQB
10 2 (0.47%) ISTQB Advanced Certification
10 2 (0.47%) MCSE
10 2 (0.47%) Oracle Certification
Quality Assurance & Compliance
1 35 (8.20%) Data Quality
2 13 (3.04%) SLA
3 12 (2.81%) ISO/IEC 27001
3 12 (2.81%) QA
4 9 (2.11%) PCI DSS
5 7 (1.64%) GDPR
6 6 (1.41%) PMO
7 4 (0.94%) COBIT
8 2 (0.47%) PMBOK
9 1 (0.23%) NIST
9 1 (0.23%) Sarbanes-Oxley
System Software
1 49 (11.48%) Active Directory
2 15 (3.51%) VMware Infrastructure
3 12 (2.81%) Docker
4 11 (2.58%) Virtual Desktop
5 9 (2.11%) VMware ESXi
6 7 (1.64%) Virtual Machines
7 5 (1.17%) Hyper-V
8 2 (0.47%) NFS
9 1 (0.23%) BitLocker
9 1 (0.23%) KVM
Systems Management
1 31 (7.26%) Terraform
2 25 (5.85%) Kubernetes
3 20 (4.68%) Microsoft Intune
4 19 (4.45%) SCCM
5 11 (2.58%) Grafana
6 10 (2.34%) AirWatch
6 10 (2.34%) Ansible
7 9 (2.11%) Puppet
8 8 (1.87%) Docker Swarm
9 6 (1.41%) Single Sign-On
10 5 (1.17%) Rundeck
11 3 (0.70%) Opscode Chef
12 1 (0.23%) Consul
12 1 (0.23%) Data Guard
12 1 (0.23%) EMC NetWorker
12 1 (0.23%) Jamf Pro
12 1 (0.23%) Microsoft Clustering
12 1 (0.23%) Oracle ZFS
12 1 (0.23%) SCOM
12 1 (0.23%) vRealize
Vendors
1 139 (32.55%) Microsoft
2 44 (10.30%) Oracle
3 34 (7.96%) SAP
4 20 (4.68%) Dell
4 20 (4.68%) VMware
5 19 (4.45%) ServiceNow
6 18 (4.22%) Salesforce.com
7 15 (3.51%) Google
8 12 (2.81%) Dynatrace
8 12 (2.81%) HP
9 11 (2.58%) Apple
10 10 (2.34%) Databricks
10 10 (2.34%) Symantec
10 10 (2.34%) Toshiba
11 9 (2.11%) Birst
11 9 (2.11%) Cisco
12 8 (1.87%) Cognizant
12 8 (1.87%) Infor
12 8 (1.87%) Red Hat
12 8 (1.87%) Sage