Period
to

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Computer Science Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 1 July 2022 with a comparison to the same period in the previous 2 years.

Computer Science Degree
England > London
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 113 120 100
Rank change year-on-year +7 -20 +35
Permanent jobs citing Computer Science Degree 2,644 1,250 1,084
As % of all permanent jobs advertised in London 3.46% 3.01% 3.29%
As % of the Qualifications category 18.21% 16.61% 16.57%
Number of salaries quoted 697 709 828
10th Percentile £37,500 £37,500 £33,750
25th Percentile £50,000 £50,000 £48,750
Median annual salary (50th Percentile) £65,000 £70,000 £70,000
Median % change year-on-year -7.14% - +7.69%
75th Percentile £90,000 £90,000 £90,000
90th Percentile £108,000 £105,000 £120,000
England median annual salary £57,500 £57,500 £57,500
% change year-on-year - - +9.52%

Computer Science Degree is in the Academic Qualifications and Professional Certifications 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 academic qualifications or professional certifications.

All Academic and Professional Certifications
London
Permanent vacancies requiring academic qualifications or professional certifications 14,520 7,527 6,542
As % of all permanent IT jobs advertised in London 18.99% 18.14% 19.86%
Number of salaries quoted 6,103 4,971 4,998
10th Percentile £37,500 £37,500 £33,496
25th Percentile £48,750 £48,750 £45,000
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% +4.17%
75th Percentile £85,000 £84,500 £80,000
90th Percentile £101,250 £100,000 £100,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Computer Science Degree
Job Vacancy Trend in London

Job postings citing Computer Science Degree as a proportion of all IT jobs advertised in London.

Job vacancy trend for Computer Science Degree in London

Computer Science Degree
Salary Trend in London

3-month moving average salary quoted in jobs citing Computer Science Degree in London.

Salary trend for Computer Science Degree in London

Computer Science Degree
Salary Histogram in London

Salary distribution for jobs citing Computer Science Degree in London over the 6 months to 1 July 2022.

Salary histogram for Computer Science Degree in London

Computer Science Degree
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Computer Science Degree within the London region over the 6 months to 1 July 2022. 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
Jobs
Central London 0 189 £65,000 -3.70% 35
South London -24 62 £47,500 -9.52% 2
West London -21 52 £54,000 -1.82% 11
East London -14 42 £80,000 +39.13% 3
North London - 12 £60,000 - 3
Computer Science Degree
England

For the 6 months to 1 July 2022, IT jobs citing Computer Science Degree 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 Computer Science Degree.

1 2,640 (99.85%) Degree
2 2,591 (98.00%) Computer Science
3 1,228 (46.44%) Agile
4 1,140 (43.12%) Python
5 1,088 (41.15%) Software Engineering
6 998 (37.75%) AWS
7 861 (32.56%) Social Skills
8 855 (32.34%) Finance
9 782 (29.58%) Java
10 772 (29.20%) SQL
11 694 (26.25%) CI/CD
12 668 (25.26%) JavaScript
13 633 (23.94%) React
14 604 (22.84%) Problem-Solving
15 589 (22.28%) DevOps
16 539 (20.39%) Azure
17 538 (20.35%) Full Stack Development
18 512 (19.36%) Linux
19 485 (18.34%) TDD
20 483 (18.27%) C#
21 474 (17.93%) Data Science
22 469 (17.74%) Git (software)
23 448 (16.94%) GCP
24 440 (16.64%) Docker
25 431 (16.30%) Microservices
26 426 (16.11%) Artificial Intelligence
27 423 (16.00%) Analytical Skills
28 410 (15.51%) PostgreSQL
29 409 (15.47%) Algorithms
30 399 (15.09%) Continuous Integration

Computer Science Degree
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
1 140 (5.30%) Apache Spark
2 78 (2.95%) Confluence
3 39 (1.48%) Apache Airflow
3 39 (1.48%) IIS
4 36 (1.36%) SharePoint
5 34 (1.29%) Apache
6 32 (1.21%) CMS
7 31 (1.17%) Strapi
8 28 (1.06%) OpenStack
9 26 (0.98%) Headless CMS
10 23 (0.87%) Documentum
10 23 (0.87%) nginx
10 23 (0.87%) Tornado
11 17 (0.64%) Apache Pulsar
12 12 (0.45%) Apache Pig
13 10 (0.38%) Apache Solr
13 10 (0.38%) Ethereum
14 9 (0.34%) IBM Domino
15 8 (0.30%) Tomcat
16 6 (0.23%) SugarCRM
Applications
1 40 (1.51%) Microsoft Office
2 26 (0.98%) Chatbot
2 26 (0.98%) Microsoft Excel
3 7 (0.26%) Microsoft Project
4 5 (0.19%) Microsoft PowerPoint
5 3 (0.11%) Blender
5 3 (0.11%) Maya
5 3 (0.11%) MS Visio
6 2 (0.076%) Adobe Illustrator
6 2 (0.076%) AutoCAD
6 2 (0.076%) Photoshop
6 2 (0.076%) Revit
7 1 (0.038%) Spreadsheet
Business Applications
1 23 (0.87%) TrackWise
2 19 (0.72%) Oracle Payables
3 14 (0.53%) Dynamics CRM
4 8 (0.30%) Academy Revenues and Benefits
5 4 (0.15%) NetSuite
5 4 (0.15%) Quorum
6 3 (0.11%) Distributed Ledger
6 3 (0.11%) SAP APO
6 3 (0.11%) SAP S/4HANA
7 2 (0.076%) R3 Corda
7 2 (0.076%) Remedy ITSM
7 2 (0.076%) SAP CRM
7 2 (0.076%) SAP Hybris
8 1 (0.038%) StreamServe
Cloud Services
1 998 (37.75%) AWS
2 539 (20.39%) Azure
3 448 (16.94%) GCP
4 288 (10.89%) SaaS
5 278 (10.51%) Serverless
6 198 (7.49%) GitHub
7 90 (3.40%) AWS Lambda
8 82 (3.10%) Amazon S3
9 79 (2.99%) Cloud Computing
10 69 (2.61%) Azure DevOps
11 61 (2.31%) npm
12 53 (2.00%) AWS CloudFormation
12 53 (2.00%) PaaS
13 45 (1.70%) Slack
13 45 (1.70%) Veeva
14 44 (1.66%) Power Platform
15 43 (1.63%) Amazon EC2
15 43 (1.63%) Heroku
15 43 (1.63%) OpenShift
16 32 (1.21%) Azure Synapse Analytics
Communications & Networking
1 75 (2.84%) Internet
2 72 (2.72%) Firewall
3 34 (1.29%) DNS
4 30 (1.13%) VPN
5 28 (1.06%) HTTP
5 28 (1.06%) TCP/IP
6 24 (0.91%) MQTT
7 19 (0.72%) Wireless
8 16 (0.61%) Wi-Fi
9 13 (0.49%) VoIP
10 12 (0.45%) DHCP
10 12 (0.45%) WAN
11 9 (0.34%) VLAN
12 8 (0.30%) ICMP
12 8 (0.30%) LAN
13 7 (0.26%) BGP
13 7 (0.26%) Network Security
13 7 (0.26%) TDMA
13 7 (0.26%) UWB
14 5 (0.19%) Wireshark
Database & Business Intelligence
1 410 (15.51%) PostgreSQL
2 360 (13.62%) NoSQL
3 266 (10.06%) SQL Server
4 265 (10.02%) Relational Database
5 262 (9.91%) MySQL
6 153 (5.79%) Big Data
7 149 (5.64%) MongoDB
8 143 (5.41%) Hadoop
9 105 (3.97%) Redis
10 98 (3.71%) RDBMS
11 84 (3.18%) Data Warehouse
12 81 (3.06%) Elasticsearch
13 77 (2.91%) BigQuery
14 72 (2.72%) Looker
15 67 (2.53%) Data Mining
16 61 (2.31%) Data Lake
17 59 (2.23%) Flink
18 58 (2.19%) Amazon Redshift
19 57 (2.16%) Amazon RDS
20 56 (2.12%) DynamoDB
Development Applications
1 469 (17.74%) Git (software)
2 326 (12.33%) Jenkins
3 232 (8.77%) JIRA
4 127 (4.80%) GitLab
5 86 (3.25%) Mockito
6 83 (3.14%) JUnit
7 79 (2.99%) Gradle
8 76 (2.87%) Selenium
9 75 (2.84%) Maven
10 59 (2.23%) Cypress.io
11 55 (2.08%) CircleCI
12 53 (2.00%) Travis CI
13 51 (1.93%) Bitbucket
14 43 (1.63%) NUnit
15 42 (1.59%) git-flow
16 40 (1.51%) JMeter
17 38 (1.44%) webpack
18 31 (1.17%) Postman
19 25 (0.95%) Team Foundation Server
20 23 (0.87%) Atlassian Bamboo
General
1 861 (32.56%) Social Skills
2 855 (32.34%) Finance
3 423 (16.00%) Analytical Skills
4 258 (9.76%) Games
5 181 (6.85%) Legal
6 158 (5.98%) Marketing
7 120 (4.54%) Retail
8 88 (3.33%) Pharmaceutical
9 85 (3.21%) Financial Institution
10 81 (3.06%) Public Sector
11 75 (2.84%) Organisational Skills
12 71 (2.69%) Back Office
13 70 (2.65%) Telecoms
14 69 (2.61%) French Language
15 68 (2.57%) Inclusion and Diversity
16 62 (2.34%) Advertising
16 62 (2.34%) Electronics
17 53 (2.00%) Publishing
18 47 (1.78%) German Language
18 47 (1.78%) Spanish Language
Job Titles
1 695 (26.29%) Developer
2 589 (22.28%) Software Engineer
3 189 (7.15%) Senior Software Engineer
4 181 (6.85%) Full Stack Developer
5 161 (6.09%) Senior Developer
6 139 (5.26%) Data Engineer
7 129 (4.88%) Graduate
8 96 (3.63%) Architect
8 96 (3.63%) Principal Engineer
9 94 (3.56%) Analyst
10 72 (2.72%) DevOps Engineer
11 68 (2.57%) Lead Developer
12 66 (2.50%) Software Developer
13 65 (2.46%) Junior
14 63 (2.38%) Senior Data Engineer
15 60 (2.27%) Front End Developer (Client-Side Developer)
15 60 (2.27%) iOS Developer
15 60 (2.27%) JavaScript Developer
16 55 (2.08%) Java Developer
17 53 (2.00%) C# Developer
Libraries, Frameworks & Software Standards
1 633 (23.94%) React
2 398 (15.05%) AngularJS
3 380 (14.37%) CSS
4 369 (13.96%) REST
5 345 (13.05%) HTML
6 301 (11.38%) .NET
6 301 (11.38%) Node.js
7 272 (10.29%) Vue.js
8 270 (10.21%) RESTful
9 208 (7.87%) GraphQL
10 185 (7.00%) Web Services
11 176 (6.66%) Spring
12 160 (6.05%) Jest
13 158 (5.98%) Kafka
14 148 (5.60%) Sass
15 141 (5.33%) CSS3
16 131 (4.95%) HTML5
17 117 (4.43%) Redux
18 109 (4.12%) WPF
19 108 (4.08%) .NET Core
Miscellaneous
1 409 (15.47%) Algorithms
2 344 (13.01%) User Experience
3 317 (11.99%) Data Structures
4 119 (4.50%) Self-Motivation
5 114 (4.31%) Cloud Native
5 114 (4.31%) Management Information System
6 104 (3.93%) Mobile App
7 96 (3.63%) Blog
8 87 (3.29%) Enterprise Software
9 79 (2.99%) e-Learning
10 74 (2.80%) Life Science
11 70 (2.65%) Public Cloud
12 65 (2.46%) Linux Command Line
13 62 (2.34%) Foreign Exchange (FX)
14 58 (2.19%) PropTech
15 53 (2.00%) Data Centre
16 49 (1.85%) Client/Server
17 43 (1.63%) Blockchain
17 43 (1.63%) Equities
18 39 (1.48%) Virtual Team
Operating Systems
1 512 (19.36%) Linux
2 289 (10.93%) Windows
3 177 (6.69%) Unix
4 129 (4.88%) Apple iOS
5 111 (4.20%) Android
6 49 (1.85%) Windows Server
7 44 (1.66%) Windows Server 2016
8 24 (0.91%) Mac OS X
8 24 (0.91%) Windows Server 2012
9 21 (0.79%) CentOS
10 17 (0.64%) Windows 10
11 15 (0.57%) Mac OS
12 10 (0.38%) Embedded Linux
13 8 (0.30%) Ubuntu
14 4 (0.15%) Alpine Linux
14 4 (0.15%) Amazon Linux
15 2 (0.076%) Red Hat Enterprise Linux
15 2 (0.076%) VMS
16 1 (0.038%) Windows Server 2008
Processes & Methodologies
1 2,591 (98.00%) Computer Science
2 1,228 (46.44%) Agile
3 1,088 (41.15%) Software Engineering
4 694 (26.25%) CI/CD
5 604 (22.84%) Problem-Solving
6 589 (22.28%) DevOps
7 538 (20.35%) Full Stack Development
8 485 (18.34%) TDD
9 474 (17.93%) Data Science
10 431 (16.30%) Microservices
11 426 (16.11%) Artificial Intelligence
12 399 (15.09%) Continuous Integration
13 393 (14.86%) Machine Learning
14 382 (14.45%) Test Automation
15 352 (13.31%) Mathematics
16 346 (13.09%) Scrum
17 312 (11.80%) Open Source
18 298 (11.27%) Analytics
19 285 (10.78%) Mentoring
20 251 (9.49%) Data Engineering
Programming Languages
1 1,140 (43.12%) Python
2 782 (29.58%) Java
3 772 (29.20%) SQL
4 668 (25.26%) JavaScript
5 483 (18.27%) C#
6 384 (14.52%) C++
7 365 (13.80%) TypeScript
8 271 (10.25%) C
9 145 (5.48%) Go
9 145 (5.48%) Objective-C
10 125 (4.73%) PHP
11 124 (4.69%) Ruby
12 106 (4.01%) Bash
12 106 (4.01%) Shell Script
13 101 (3.82%) Kotlin
13 101 (3.82%) Scala
14 73 (2.76%) PowerShell
15 68 (2.57%) Apple Swift
16 64 (2.42%) R
17 56 (2.12%) T-SQL
Qualifications
1 2,640 (99.85%) Degree
2 283 (10.70%) Master's Degree
3 64 (2.42%) CISSP
4 62 (2.34%) CISM
5 55 (2.08%) PhD
5 55 (2.08%) Security Cleared
6 54 (2.04%) CRISC
7 32 (1.21%) SC Cleared
8 31 (1.17%) PMI Certification
9 28 (1.06%) Numerate Degree
10 27 (1.02%) Microsoft Certification
11 25 (0.95%) AWS Certification
11 25 (0.95%) Cisco Certification
12 24 (0.91%) PMP
13 19 (0.72%) TOGAF Certification
14 18 (0.68%) CCNA
15 17 (0.64%) CISA
15 17 (0.64%) ITIL Certification
16 16 (0.61%) MCSA
17 15 (0.57%) MCSE
Quality Assurance & Compliance
1 248 (9.38%) QA
2 95 (3.59%) Accessibility
3 78 (2.95%) ISO/IEC 27001
4 53 (2.00%) Data Quality
5 51 (1.93%) NIST
6 46 (1.74%) GRC
7 27 (1.02%) PMO
8 22 (0.83%) FATCA
9 19 (0.72%) GDPR
10 15 (0.57%) ISO 9001
11 12 (0.45%) Cyber Essentials
11 12 (0.45%) Cyber Essentials PLUS
12 11 (0.42%) Sarbanes-Oxley
13 7 (0.26%) JTAG
14 5 (0.19%) ISO/IEC 17025
14 5 (0.19%) SLA
15 3 (0.11%) 21 CFR Part 11
15 3 (0.11%) COBIT
16 2 (0.076%) GxP
17 1 (0.038%) PMBOK
System Software
1 440 (16.64%) Docker
2 50 (1.89%) Active Directory
3 32 (1.21%) VMware Infrastructure
4 29 (1.10%) Apache ZooKeeper
5 17 (0.64%) zsh
6 7 (0.26%) DFS Replication
6 7 (0.26%) Hyper-V
7 5 (0.19%) Virtual Desktop
7 5 (0.19%) Virtual Machines
8 2 (0.076%) etcd
8 2 (0.076%) Firmware
8 2 (0.076%) vSphere
9 1 (0.038%) KVM
9 1 (0.038%) Oracle RAC
9 1 (0.038%) VMware ESXi
Systems Management
1 317 (11.99%) Kubernetes
2 233 (8.81%) Terraform
3 95 (3.59%) Ansible
4 68 (2.57%) Puppet
5 45 (1.70%) Grafana
6 40 (1.51%) Opscode Chef
7 36 (1.36%) HAProxy
8 27 (1.02%) Prometheus
9 19 (0.72%) Kibana
10 18 (0.68%) MIIS
11 15 (0.57%) logstash
11 15 (0.57%) Opsgenie
11 15 (0.57%) Pingdom
11 15 (0.57%) ZABBIX
12 13 (0.49%) Argo
13 8 (0.30%) Hadoop YARN
14 7 (0.26%) Active Directory Federation Services
14 7 (0.26%) Microsoft Intune
15 6 (0.23%) Single Sign-On
16 5 (0.19%) SCCM
Vendors
1 225 (8.51%) Google
2 188 (7.11%) Microsoft
3 161 (6.09%) Oracle
4 90 (3.40%) Apple
5 70 (2.65%) Salesforce.com
6 59 (2.23%) SAP
7 36 (1.36%) VMware
8 32 (1.21%) Splunk
9 31 (1.17%) Facebook
9 31 (1.17%) Mapbox
10 27 (1.02%) MuleSoft
11 26 (0.98%) IBM
11 26 (0.98%) Twitter
12 25 (0.95%) Workday
13 24 (0.91%) Snapchat
13 24 (0.91%) Spotify
14 23 (0.87%) OpenText
15 22 (0.83%) Databricks
15 22 (0.83%) F5
16 21 (0.79%) New Relic