Period
to 5 March 2021

The following table provides summary statistics for permanent job vacancies advertised in 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 5 March 2021 with a comparison to the same period in the previous 2 years.

Migration
England > London
6 months to
5 Mar 2021
Same period 2020 Same period 2019
Rank 68 61 87
Rank change year-on-year -7 +26 +15
Permanent jobs citing Migration 1,246 2,238 2,258
As % of all permanent jobs advertised in London 4.38% 4.40% 3.60%
As % of the Processes & Methodologies category 4.67% 4.70% 3.87%
Number of salaries quoted 1,142 1,905 1,755
Median annual salary £72,500 £70,000 £62,500
Median salary % change year-on-year +3.57% +12.00% -3.85%
10th Percentile £42,625 £45,000 £40,000
90th Percentile £102,450 £126,250 £95,000
England median annual salary £55,000 £65,000 £60,000
% change year-on-year -15.38% +8.33% +3.00%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 26,684 47,580 58,278
As % of all permanent IT jobs advertised in London 93.70% 93.51% 92.87%
Number of salaries quoted 21,734 38,549 47,767
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £37,500 £35,750
90th Percentile £103,750 £100,000 £95,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Migration
Job Vacancy Trend in London

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

Job vacancy trend for Migration in London

Migration
Salary Trend in London

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

Salary trend for Migration in London

Migration
Salary Histogram in London

Salary distribution for jobs citing Migration in London over the 6 months to 5 March 2021.

Salary histogram for Migration in London

Migration
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the London region over the 6 months to 5 March 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
Central London +31 249 £77,500 +10.71% 79
South London +1 46 £65,000 +23.81% 17
West London +20 42 £62,500 +4.17% 16
East London -5 4 £45,500 -17.27% 23
North London +21 2 £87,500 +45.83%
Migration
England

For the 6 months to 5 March 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 London region with a requirement for Migration.

1 513 (41.17%) Azure
2 420 (33.71%) Agile Software Development
3 397 (31.86%) AWS
4 360 (28.89%) Microsoft
5 352 (28.25%) Finance
6 282 (22.63%) SQL
7 277 (22.23%) DevOps
8 224 (17.98%) Data Migration
9 215 (17.26%) Microservices
10 187 (15.01%) Web Services
11 176 (14.13%) .NET
12 170 (13.64%) Business Intelligence
13 165 (13.24%) C#
13 165 (13.24%) Windows
14 164 (13.16%) Power Platform
15 163 (13.08%) JavaScript
16 162 (13.00%) SQL Server
17 156 (12.52%) Data Warehouse
18 152 (12.20%) Microsoft 365
18 152 (12.20%) GCP
19 149 (11.96%) Terraform
20 138 (11.08%) React
21 136 (10.91%) ETL
22 133 (10.67%) SharePoint
22 133 (10.67%) Active Directory
23 129 (10.35%) VMware
24 128 (10.27%) Kubernetes
25 127 (10.19%) .NET Core
26 125 (10.03%) Power BI
26 125 (10.03%) Project Management

Migration
Co-occurring IT Skills in 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
1 133 (10.67%) SharePoint
2 44 (3.53%) MS Exchange
3 19 (1.52%) CMS
4 18 (1.44%) IIS
5 17 (1.36%) Skype for Business
6 13 (1.04%) Apache
6 13 (1.04%) Apache Spark
6 13 (1.04%) SAS
7 10 (0.80%) Confluence
7 10 (0.80%) Headless CMS
8 8 (0.64%) Elasticsearch
9 6 (0.48%) Apache Airflow
9 6 (0.48%) BizTalk Server
9 6 (0.48%) Ethereum
9 6 (0.48%) WebSphere
9 6 (0.48%) WebSphere Application Server
10 5 (0.40%) Jupyter
10 5 (0.40%) WordPress
11 3 (0.24%) Exchange Server 2010
11 3 (0.24%) Oracle Workflow
Applications
1 53 (4.25%) Microsoft Excel
2 49 (3.93%) Microsoft Office
3 14 (1.12%) MS Visio
4 5 (0.40%) Microsoft Project
4 5 (0.40%) Spreadsheet
5 4 (0.32%) Photoshop
6 3 (0.24%) Microsoft PowerPoint
7 1 (0.080%) Chatbot
7 1 (0.080%) Maya
Business Applications
1 75 (6.02%) Dynamics CRM
2 21 (1.69%) Oracle ERP
3 20 (1.61%) Dynamics AX
4 15 (1.20%) Oracle Applications
5 12 (0.96%) Oracle Receivables
6 11 (0.88%) Oracle Payables
6 11 (0.88%) SAP Hybris
7 9 (0.72%) NetSuite
8 8 (0.64%) Oracle EBS
9 6 (0.48%) Oracle Cash Management
9 6 (0.48%) Oracle General Ledger
9 6 (0.48%) Oracle Subledger Accounting
9 6 (0.48%) PeopleSoft HCM
9 6 (0.48%) Quorum
10 4 (0.32%) JDE EnterpriseOne
10 4 (0.32%) Oracle Assets
10 4 (0.32%) SAP S/4HANA
10 4 (0.32%) Shopify
11 3 (0.24%) Eikon
11 3 (0.24%) Endur
Cloud Services
1 513 (41.17%) Azure
2 397 (31.86%) AWS
3 164 (13.16%) Power Platform
4 152 (12.20%) GCP
4 152 (12.20%) Microsoft 365
5 111 (8.91%) Azure Active Directory
6 104 (8.35%) PaaS
7 80 (6.42%) SaaS
8 63 (5.06%) IaaS
9 51 (4.09%) Dynamics 365
10 50 (4.01%) Serverless
11 28 (2.25%) Amazon S3
12 27 (2.17%) PowerApps
13 21 (1.69%) AWS Lambda
13 21 (1.69%) GitHub
14 20 (1.61%) OneDrive
15 19 (1.52%) Azure Data Factory
16 18 (1.44%) Amazon EC2
16 18 (1.44%) Amazon SQS
17 17 (1.36%) Salesforce Service Cloud
Communications & Networking
1 82 (6.58%) Firewall
2 41 (3.29%) DNS
3 33 (2.65%) VPN
4 28 (2.25%) WAN
5 26 (2.09%) SAN
6 25 (2.01%) DHCP
7 22 (1.77%) LAN
7 22 (1.77%) TCP/IP
8 20 (1.61%) Skype
9 18 (1.44%) Network Security
10 15 (1.20%) Wireless
11 13 (1.04%) VSAN
12 12 (0.96%) BGP
13 11 (0.88%) VLAN
13 11 (0.88%) VoIP
14 9 (0.72%) Internet
14 9 (0.72%) OSPF
15 8 (0.64%) AMQP
15 8 (0.64%) HTTP
15 8 (0.64%) Remote Desktop
Database & Business Intelligence
1 162 (13.00%) SQL Server
2 156 (12.52%) Data Warehouse
3 125 (10.03%) Power BI
4 52 (4.17%) SQL Server Integration Services
5 49 (3.93%) Big Data
6 48 (3.85%) Azure SQL Database
7 45 (3.61%) NoSQL
8 43 (3.45%) SQL Server Reporting Services
9 37 (2.97%) Azure SQL Data Warehouse
9 37 (2.97%) Data Lake
10 35 (2.81%) Amazon RDS
10 35 (2.81%) SQL Server Analysis Services
10 35 (2.81%) Tableau
11 34 (2.73%) MySQL
12 30 (2.41%) Relational Database
13 29 (2.33%) PostgreSQL
14 24 (1.93%) Snowflake Schema
15 21 (1.69%) Amazon Redshift
15 21 (1.69%) Looker
16 20 (1.61%) BigQuery
Development Applications
1 90 (7.22%) Jenkins
2 56 (4.49%) Team Foundation Server
3 54 (4.33%) Git (software)
4 49 (3.93%) Visual Studio Team System
5 29 (2.33%) JIRA
6 15 (1.20%) Maven
7 14 (1.12%) GitLab
8 13 (1.04%) Octopus Deploy
9 12 (0.96%) TeamCity
10 10 (0.80%) Visual Studio
11 9 (0.72%) Selenium
12 8 (0.64%) Oracle APEX
12 8 (0.64%) SonarQube
13 7 (0.56%) Oracle Forms
13 7 (0.56%) Sonatype Nexus
13 7 (0.56%) Vagrant
14 6 (0.48%) CircleCI
14 6 (0.48%) Gradle
14 6 (0.48%) JUnit
15 5 (0.40%) SQL Server Management Studio (SSMS)
General
1 352 (28.25%) Finance
2 96 (7.70%) Banking
3 88 (7.06%) Front Office
4 46 (3.69%) Marketing
5 32 (2.57%) Law
6 30 (2.41%) Retail
7 26 (2.09%) Public Sector
8 23 (1.85%) Legal
9 14 (1.12%) Telecoms
10 12 (0.96%) Private Banking
11 11 (0.88%) Retail Banking
12 10 (0.80%) General Ledger
12 10 (0.80%) Investment Banking
12 10 (0.80%) Manufacturing
13 9 (0.72%) Advertising
13 9 (0.72%) Financial Institution
14 6 (0.48%) Electronics
14 6 (0.48%) Local Government
15 5 (0.40%) Games
15 5 (0.40%) Publishing
Job Titles
1 264 (21.19%) Developer
2 224 (17.98%) Architect
3 157 (12.60%) Consultant
4 106 (8.51%) .NET Developer
5 93 (7.46%) Analyst
6 86 (6.90%) AWS Engineer
7 68 (5.46%) Senior Developer
8 63 (5.06%) SQL Developer
9 61 (4.90%) AWS Developer
9 61 (4.90%) DevOps Engineer
10 58 (4.65%) C# Developer
10 58 (4.65%) Software Engineer
11 53 (4.25%) .NET Software Developer
11 53 (4.25%) .NET Software Engineer
11 53 (4.25%) AWS Software Engineer
11 53 (4.25%) Developer/Software Engineer
12 52 (4.17%) Solutions Architect
13 50 (4.01%) Azure Developer
14 49 (3.93%) Infrastructure Engineer
15 48 (3.85%) Infrastructure Architect
Libraries, Frameworks & Software Standards
1 187 (15.01%) Web Services
2 176 (14.13%) .NET
3 138 (11.08%) React
4 127 (10.19%) .NET Core
5 115 (9.23%) ASP.NET Web API
6 93 (7.46%) AngularJS
7 81 (6.50%) CSS
8 66 (5.30%) ASP.NET
9 62 (4.98%) REST
10 59 (4.74%) Vue.js
11 58 (4.65%) .NET Framework
12 54 (4.33%) ASP.NET Core
13 53 (4.25%) jQuery
14 50 (4.01%) Twitter Bootstrap
15 49 (3.93%) Entity Framework
16 44 (3.53%) HTML
17 32 (2.57%) Node.js
18 28 (2.25%) Middleware
19 25 (2.01%) Spring
20 24 (1.93%) SOAP
Miscellaneous
1 122 (9.79%) Analytical Skills
2 103 (8.27%) Data Centre
3 92 (7.38%) Greenfield Project
4 68 (5.46%) Derivative
5 65 (5.22%) Hedge funds
6 63 (5.06%) Fixed Income
7 62 (4.98%) Foreign Exchange (FX)
8 59 (4.74%) Equities
9 46 (3.69%) N-Tier
10 43 (3.45%) Reinsurance
11 31 (2.49%) Public Cloud
12 30 (2.41%) Enterprise Software
13 29 (2.33%) Self-Motivation
14 27 (2.17%) Cloud Native
15 25 (2.01%) Clustering
15 25 (2.01%) Management Information System
16 24 (1.93%) User Experience
17 22 (1.77%) Hybrid Cloud
18 21 (1.69%) Video Conferencing
19 18 (1.44%) Data Structures
Operating Systems
1 165 (13.24%) Windows
2 93 (7.46%) Linux
3 70 (5.62%) Windows Server
4 36 (2.89%) Windows 10
5 29 (2.33%) Unix
6 25 (2.01%) Windows Server 2019
7 20 (1.61%) Windows Server 2016
8 12 (0.96%) Red Hat Enterprise Linux
9 11 (0.88%) Windows 7
10 9 (0.72%) Windows Server 2012
11 8 (0.64%) VMS
11 8 (0.64%) Windows Server 2008
12 7 (0.56%) CentOS
13 6 (0.48%) Android
14 3 (0.24%) Apple iOS
15 2 (0.16%) Windows 8
16 1 (0.080%) Debian
16 1 (0.080%) SUSE
16 1 (0.080%) Ubuntu
Processes & Methodologies
1 420 (33.71%) Agile Software Development
2 277 (22.23%) DevOps
3 224 (17.98%) Data Migration
4 215 (17.26%) Microservices
5 170 (13.64%) Business Intelligence
6 136 (10.91%) ETL
7 125 (10.03%) Project Management
8 122 (9.79%) CRM
9 118 (9.47%) Fintech
10 113 (9.07%) Analytics
11 111 (8.91%) Continuous Integration
12 107 (8.59%) Problem-Solving
12 107 (8.59%) Software Engineering
13 95 (7.62%) ERP
14 91 (7.30%) Asset Management
14 91 (7.30%) Project Delivery
15 85 (6.82%) Presales
16 84 (6.74%) Mentoring
17 79 (6.34%) Test Automation
18 78 (6.26%) Stakeholder Management
Programming Languages
1 282 (22.63%) SQL
2 165 (13.24%) C#
3 163 (13.08%) JavaScript
4 124 (9.95%) PowerShell
5 120 (9.63%) Python
6 115 (9.23%) Java
7 94 (7.54%) T-SQL
8 26 (2.09%) C
9 18 (1.44%) C++
10 17 (1.36%) Bash Shell
10 17 (1.36%) PL/SQL
11 15 (1.20%) Data Analysis Expressions (DAX)
11 15 (1.20%) Go
11 15 (1.20%) R
12 14 (1.12%) Perl
13 13 (1.04%) Ruby
14 12 (0.96%) Apex Code
15 11 (0.88%) PHP
15 11 (0.88%) TypeScript
16 10 (0.80%) Shell Script
Qualifications
1 115 (9.23%) Degree
2 60 (4.82%) Security Cleared
3 50 (4.01%) Microsoft Certification
4 35 (2.81%) SC Cleared
5 32 (2.57%) Cisco Certification
6 29 (2.33%) Computer Science Degree
7 24 (1.93%) CCNA
7 24 (1.93%) Oracle Certification
8 22 (1.77%) BPSS Clearance
8 22 (1.77%) CCNP
9 17 (1.36%) AWS Certification
10 12 (0.96%) Master's Degree
11 9 (0.72%) MCSE
12 8 (0.64%) CCIE
13 7 (0.56%) ACCA
13 7 (0.56%) CIMA
13 7 (0.56%) CISSP
13 7 (0.56%) ISEB
14 6 (0.48%) AAT
14 6 (0.48%) ITIL Certification
Quality Assurance & Compliance
1 52 (4.17%) Data Quality
2 28 (2.25%) GDPR
2 28 (2.25%) QA
3 11 (0.88%) SLA
4 8 (0.64%) ISO/IEC 27001
4 8 (0.64%) PMO
5 4 (0.32%) NIST
6 3 (0.24%) Sarbanes-Oxley
7 2 (0.16%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 2 (0.16%) ITGC
8 1 (0.080%) COBIT
8 1 (0.080%) MiFID
8 1 (0.080%) NCSC
8 1 (0.080%) PCI DSS
8 1 (0.080%) PMBOK
System Software
1 133 (10.67%) Active Directory
2 91 (7.30%) Docker
3 55 (4.41%) VMware Infrastructure
4 28 (2.25%) Hyper-V
4 28 (2.25%) vSphere
5 15 (1.20%) Virtual Machines
6 14 (1.12%) VMware NSX
7 12 (0.96%) Virtual Desktop
8 11 (0.88%) vCloud
9 10 (0.80%) XenApp
10 8 (0.64%) Firmware
10 8 (0.64%) XenDesktop
11 7 (0.56%) Postfix
12 5 (0.40%) KVM
13 4 (0.32%) Oracle RAC
13 4 (0.32%) Xen
14 3 (0.24%) qmail
14 3 (0.24%) Sendmail
14 3 (0.24%) Veritas Cluster Server
14 3 (0.24%) Veritas Volume Manager
Systems Management
1 149 (11.96%) Terraform
2 128 (10.27%) Kubernetes
3 84 (6.74%) Opscode Chef
4 50 (4.01%) Ansible
5 47 (3.77%) SCCM
6 45 (3.61%) Puppet
7 32 (2.57%) Microsoft Intune
8 24 (1.93%) Failover Clustering
9 18 (1.44%) vCenter Server
10 16 (1.28%) SCOM
10 16 (1.28%) vRealize
11 11 (0.88%) Consul
12 7 (0.56%) Cisco CUCM
12 7 (0.56%) Microsoft Clustering
12 7 (0.56%) Packer
12 7 (0.56%) Single Sign-On
13 6 (0.48%) PowerCLI
14 5 (0.40%) Prometheus
14 5 (0.40%) Salt
15 4 (0.32%) Mesos
Vendors
1 360 (28.89%) Microsoft
2 129 (10.35%) VMware
3 123 (9.87%) Oracle
4 108 (8.67%) Google
5 66 (5.30%) Salesforce.com
6 61 (4.90%) Cisco
7 57 (4.57%) SAP
8 48 (3.85%) Nintex
9 45 (3.61%) Informatica
10 39 (3.13%) IBM
11 25 (2.01%) Citrix
12 19 (1.52%) JD Edwards
13 18 (1.44%) Dell
13 18 (1.44%) EMC
14 17 (1.36%) Fortinet
14 17 (1.36%) Talend
15 12 (0.96%) Databricks
15 12 (0.96%) HP
15 12 (0.96%) hybris
15 12 (0.96%) Teradata