Period
to 28 November 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 28 November 2021 with a comparison to the same period in the previous 2 years.

Migration
Central London > City of London
6 months to
28 Nov 2021
Same period 2020 Same period 2019
Rank 56 64 95
Rank change year-on-year +8 +31 -6
Permanent jobs citing Migration 304 176 337
As % of all permanent jobs advertised in the City of London 5.00% 4.42% 3.39%
As % of the Processes & Methodologies category 5.33% 4.66% 3.60%
Number of salaries quoted 279 147 290
10th Percentile £44,600 £35,750 £42,375
25th Percentile £56,250 £52,500 £55,000
Median annual salary (50th Percentile) £72,500 £67,500 £67,500
Median % change year-on-year +7.41% - +3.85%
75th Percentile £93,750 £88,750 £80,938
90th Percentile £106,500 £96,250 £91,375
Central London median annual salary £70,500 £67,500 £67,500
% change year-on-year +4.44% - +8.00%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 5,702 3,776 9,352
As % of all permanent IT jobs advertised in the City of London 93.72% 94.78% 94.07%
Number of salaries quoted 5,098 3,317 8,168
10th Percentile £42,500 £45,000 £37,500
25th Percentile £55,000 £55,000 £50,988
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +3.85%
75th Percentile £91,250 £87,500 £82,500
90th Percentile £107,500 £103,750 £97,500
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +2.36%

Migration
Job Vacancy Trend in the City of London

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

Job vacancy trend for Migration in the City of London

Migration
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Migration in the City of London.

Salary trend for Migration in the City of London

Migration
Salary Histogram in the City of London

Salary distribution for jobs citing Migration in the City of London over the 6 months to 28 November 2021.

Salary histogram for Migration in the City of London

Migration
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the City of London region over the 6 months to 28 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
London Bridge - 9 £80,000 -
Migration
Central London

For the 6 months to 28 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 City of London region with a requirement for Migration.

1 103 (33.88%) Finance
2 94 (30.92%) Azure
3 73 (24.01%) Data Migration
4 69 (22.70%) DevOps
5 68 (22.37%) Agile Software Development
5 68 (22.37%) Microsoft
6 59 (19.41%) SQL
7 58 (19.08%) AWS
8 50 (16.45%) Terraform
9 49 (16.12%) Social Skills
10 48 (15.79%) Windows
11 44 (14.47%) Data Modelling
12 43 (14.14%) Docker
13 42 (13.82%) Data Quality
13 42 (13.82%) JavaScript
13 42 (13.82%) SQL Server
14 40 (13.16%) ETL
14 40 (13.16%) Analytics
14 40 (13.16%) PowerShell
14 40 (13.16%) Infrastructure as Code
15 39 (12.83%) Problem-Solving
15 39 (12.83%) SaaS
15 39 (12.83%) Mentoring
15 39 (12.83%) Business Intelligence
16 37 (12.17%) Data Integration
17 36 (11.84%) QA
17 36 (11.84%) Web Services
18 35 (11.51%) Microsoft 365
19 33 (10.86%) Data Architecture
19 33 (10.86%) .NET

Migration
Co-occurring IT Skills in the City of London 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 17 (5.59%) SharePoint
2 12 (3.95%) Confluence
3 9 (2.96%) MS Exchange
4 4 (1.32%) Appian
4 4 (1.32%) Blackberry Enterprise Server
4 4 (1.32%) Skype for Business
5 3 (0.99%) CMS
6 1 (0.33%) Apache Spark
6 1 (0.33%) BizTalk Server
6 1 (0.33%) Exchange Server 2010
6 1 (0.33%) OpenStack
6 1 (0.33%) SAS
Applications
1 8 (2.63%) Microsoft Excel
2 7 (2.30%) Microsoft Project
3 3 (0.99%) Microsoft Office
4 2 (0.66%) Microsoft PowerPoint
5 1 (0.33%) Adobe Captivate
5 1 (0.33%) MS Visio
Business Applications
1 3 (0.99%) NetSuite
2 2 (0.66%) Northgate Housing
2 2 (0.66%) Relativity
2 2 (0.66%) SAP MDG
2 2 (0.66%) SAP S/4HANA
3 1 (0.33%) Elite 3E
3 1 (0.33%) Oracle Assets
3 1 (0.33%) Oracle Payables
3 1 (0.33%) SAP Retail
3 1 (0.33%) Shopify
3 1 (0.33%) Unit4 Business World
Cloud Services
1 94 (30.92%) Azure
2 58 (19.08%) AWS
3 39 (12.83%) SaaS
4 35 (11.51%) Microsoft 365
5 28 (9.21%) IaaS
6 24 (7.89%) GCP
6 24 (7.89%) Serverless
7 22 (7.24%) Power Platform
8 21 (6.91%) PaaS
9 15 (4.93%) Azure Active Directory
10 10 (3.29%) Azure Storage
10 10 (3.29%) Yammer
11 9 (2.96%) AWS Lambda
12 8 (2.63%) Azure App Service
12 8 (2.63%) Azure Service Bus
12 8 (2.63%) Salesforce Service Cloud
13 7 (2.30%) Snowflake
14 6 (1.97%) Azure Key Vault
14 6 (1.97%) Azure Service Fabric
14 6 (1.97%) Force.com
Communications & Networking
1 15 (4.93%) Firewall
2 14 (4.61%) DNS
3 11 (3.62%) VPN
4 9 (2.96%) DHCP
5 6 (1.97%) Wi-Fi
5 6 (1.97%) Wireless
6 4 (1.32%) Skype
6 4 (1.32%) TCP/IP
7 3 (0.99%) Network Security
7 3 (0.99%) SD-WAN
8 2 (0.66%) 5G
8 2 (0.66%) Broadband
8 2 (0.66%) Extranet
8 2 (0.66%) LAN
8 2 (0.66%) NetScaler
8 2 (0.66%) SAN
8 2 (0.66%) SMTP
9 1 (0.33%) DWDM
9 1 (0.33%) Remote Desktop
9 1 (0.33%) SDH
Database & Business Intelligence
1 42 (13.82%) SQL Server
2 29 (9.54%) Big Data
3 26 (8.55%) Data Warehouse
4 22 (7.24%) Power BI
5 13 (4.28%) SQL Server 2008
6 11 (3.62%) Metadata
7 9 (2.96%) NoSQL
7 9 (2.96%) SQL Server Reporting Services
8 8 (2.63%) SQL Server Integration Services
9 7 (2.30%) Azure SQL Database
9 7 (2.30%) Tableau
10 5 (1.64%) Data Lake
10 5 (1.64%) Hadoop
10 5 (1.64%) Oracle Database
10 5 (1.64%) Relational Database
11 4 (1.32%) Ataccama
12 3 (0.99%) PostgreSQL
12 3 (0.99%) RDBMS
12 3 (0.99%) SAP BW
13 2 (0.66%) BusinessObjects
Development Applications
1 23 (7.57%) JIRA
2 16 (5.26%) TeamCity
3 6 (1.97%) Team Foundation Server
3 6 (1.97%) Visual Studio Team System
4 4 (1.32%) Cucumber
4 4 (1.32%) Selenium
5 3 (0.99%) Jenkins
6 2 (0.66%) Git (software)
7 1 (0.33%) CircleCI
7 1 (0.33%) Oracle APEX
7 1 (0.33%) Spinnaker
7 1 (0.33%) Subversion
General
1 103 (33.88%) Finance
2 49 (16.12%) Social Skills
3 31 (10.20%) Banking
4 23 (7.57%) Law
5 20 (6.58%) Public Sector
6 18 (5.92%) Retail
7 15 (4.93%) Analytical Skills
7 15 (4.93%) Legal
8 10 (3.29%) Marketing
9 8 (2.63%) Front Office
10 7 (2.30%) Presentation Skills
11 6 (1.97%) Financial Institution
12 4 (1.32%) Advertising
12 4 (1.32%) Publishing
13 3 (0.99%) Electronics
13 3 (0.99%) Telecoms
14 2 (0.66%) Organisational Skills
14 2 (0.66%) Pharmaceutical
15 1 (0.33%) Billing
15 1 (0.33%) Social Housing
Job Titles
1 55 (18.09%) Developer
2 50 (16.45%) Architect
3 33 (10.86%) Analyst
4 28 (9.21%) DevOps Engineer
5 25 (8.22%) Data Architect
6 24 (7.89%) Consultant
6 24 (7.89%) Senior Developer
7 17 (5.59%) Project Manager
8 15 (4.93%) Java Developer
8 15 (4.93%) Senior DevOps
8 15 (4.93%) Senior DevOps Engineer
8 15 (4.93%) Solutions Architect
9 14 (4.61%) Azure Engineer
10 13 (4.28%) Data Consultant
11 12 (3.95%) .NET Developer
11 12 (3.95%) Lead DevOps
11 12 (3.95%) Lead DevOps Engineer
11 12 (3.95%) Tester
12 11 (3.62%) OTC Derivatives Tester
12 11 (3.62%) QA Tester
Libraries, Frameworks & Software Standards
1 36 (11.84%) Web Services
2 33 (10.86%) .NET
3 28 (9.21%) SOAP
4 27 (8.88%) React
5 18 (5.92%) jQuery
5 18 (5.92%) REST
6 16 (5.26%) ARM Templates
7 14 (4.61%) AngularJS
7 14 (4.61%) ASP.NET
8 12 (3.95%) LINQ
8 12 (3.95%) Vue.js
8 12 (3.95%) WCF
8 12 (3.95%) WinForms
9 10 (3.29%) .NET Core
9 10 (3.29%) .NET Framework
9 10 (3.29%) Visualforce
10 9 (2.96%) CSS
10 9 (2.96%) Entity Framework
11 8 (2.63%) Spring
11 8 (2.63%) Twitter Bootstrap
Miscellaneous
1 22 (7.24%) Cloud Native
2 18 (5.92%) Derivative
3 13 (4.28%) Reinsurance
4 12 (3.95%) Data Structures
4 12 (3.95%) Equities
4 12 (3.95%) Greenfield Project
5 11 (3.62%) Management Information System
5 11 (3.62%) OTC Derivatives
6 10 (3.29%) Data Centre
6 10 (3.29%) Replication
7 9 (2.96%) Self-Motivation
8 7 (2.30%) Equity Derivative
8 7 (2.30%) Pricing Data
9 6 (1.97%) Hybrid Cloud
9 6 (1.97%) N-Tier
10 5 (1.64%) Hedge funds
11 4 (1.32%) Blackberry
11 4 (1.32%) Enterprise Storage
11 4 (1.32%) PKI
11 4 (1.32%) Public Cloud
Operating Systems
1 48 (15.79%) Windows
2 22 (7.24%) Windows Server
3 19 (6.25%) Linux
4 15 (4.93%) Windows 10
5 11 (3.62%) Unix
6 8 (2.63%) Windows Server 2012
7 6 (1.97%) Windows Server 2016
8 2 (0.66%) Windows Server 2008
9 1 (0.33%) Apple iOS
9 1 (0.33%) Mac OS X
9 1 (0.33%) Windows Server 2019
Processes & Methodologies
1 73 (24.01%) Data Migration
2 69 (22.70%) DevOps
3 68 (22.37%) Agile Software Development
4 44 (14.47%) Data Modelling
5 40 (13.16%) Analytics
5 40 (13.16%) ETL
5 40 (13.16%) Infrastructure as Code
6 39 (12.83%) Business Intelligence
6 39 (12.83%) Mentoring
6 39 (12.83%) Problem-Solving
7 37 (12.17%) Data Integration
8 33 (10.86%) Data Architecture
9 32 (10.53%) Data Management
10 31 (10.20%) Data Analysis
11 28 (9.21%) Data Governance
12 27 (8.88%) Data Mapping
12 27 (8.88%) Microservices
13 26 (8.55%) Test Automation
14 24 (7.89%) Information Security
14 24 (7.89%) Project Management
Programming Languages
1 59 (19.41%) SQL
2 42 (13.82%) JavaScript
3 40 (13.16%) PowerShell
4 32 (10.53%) Python
5 27 (8.88%) Java
6 23 (7.57%) C#
7 12 (3.95%) VB
8 11 (3.62%) Apex Code
9 10 (3.29%) T-SQL
10 9 (2.96%) Bash Shell
11 8 (2.63%) Go
12 5 (1.64%) PHP
12 5 (1.64%) SOQL
13 4 (1.32%) C
14 3 (0.99%) TypeScript
15 1 (0.33%) Data Analysis Expressions (DAX)
15 1 (0.33%) PL/SQL
15 1 (0.33%) R
Qualifications
1 24 (7.89%) Degree
2 16 (5.26%) SC Cleared
2 16 (5.26%) Security Cleared
3 13 (4.28%) Computer Science Degree
4 6 (1.97%) Microsoft Certification
5 5 (1.64%) ISTQB
6 4 (1.32%) BPSS Clearance
6 4 (1.32%) ISEB
7 3 (0.99%) DV Cleared
8 2 (0.66%) AWS Certification
8 2 (0.66%) CCNA
8 2 (0.66%) Cisco Certification
8 2 (0.66%) IIBA
8 2 (0.66%) MCSE
8 2 (0.66%) VMware Certified Professional (VCP)
9 1 (0.33%) CIMA
9 1 (0.33%) Master's Degree
9 1 (0.33%) PMP
9 1 (0.33%) PRINCE2 Certification
9 1 (0.33%) TOGAF Certification
Quality Assurance & Compliance
1 42 (13.82%) Data Quality
2 36 (11.84%) QA
3 8 (2.63%) SLA
4 6 (1.97%) GDPR
5 2 (0.66%) Accessibility
5 2 (0.66%) IFRS
5 2 (0.66%) ISO/IEC 27001
5 2 (0.66%) PMO
6 1 (0.33%) Cyber Essentials
6 1 (0.33%) Cyber Essentials PLUS
System Software
1 43 (14.14%) Docker
2 25 (8.22%) Active Directory
3 13 (4.28%) VMware Infrastructure
4 6 (1.97%) Virtual Desktop
5 5 (1.64%) vSphere
6 4 (1.32%) Veritas Cluster Server
6 4 (1.32%) Virtual Machines
7 3 (0.99%) Hyper-V
7 3 (0.99%) Microsoft App-V
7 3 (0.99%) VMware ESXi
8 1 (0.33%) Apache ZooKeeper
8 1 (0.33%) HDFS
Systems Management
1 50 (16.45%) Terraform
2 30 (9.87%) Kubernetes
3 21 (6.91%) Ansible
4 8 (2.63%) SCCM
5 7 (2.30%) Puppet
6 6 (1.97%) Opscode Chef
7 4 (1.32%) HP Quality Center
7 4 (1.32%) McAfee ePO
7 4 (1.32%) NetBackup
7 4 (1.32%) OfficeScan
7 4 (1.32%) SCOM
7 4 (1.32%) Trend Micro Deep Security
8 2 (0.66%) PowerCLI
8 2 (0.66%) vCenter Server
9 1 (0.33%) FortiGate
9 1 (0.33%) Microsoft Clustering
9 1 (0.33%) Opsgenie
9 1 (0.33%) Single Sign-On
9 1 (0.33%) vMotion
Vendors
1 68 (22.37%) Microsoft
2 23 (7.57%) Salesforce.com
3 19 (6.25%) Oracle
4 18 (5.92%) Informatica
5 16 (5.26%) Google
6 15 (4.93%) SAP
7 14 (4.61%) VMware
8 12 (3.95%) IBM
9 11 (3.62%) Atlassian
10 10 (3.29%) Talend
11 7 (2.30%) HP
12 5 (1.64%) Workday
13 4 (1.32%) Alteryx
13 4 (1.32%) Altiris
13 4 (1.32%) Cisco
13 4 (1.32%) Cloudera
13 4 (1.32%) Hortonworks
13 4 (1.32%) Huawei
13 4 (1.32%) McAfee
13 4 (1.32%) Veritas