Period
to 18 January 2022

The table below provides summary statistics for permanent job vacancies advertised in London with a requirement for knowledge and experience of Google products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Google over the 6 months to 18 January 2022 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Google.

Google
England > London
6 months to
18 Jan 2022
Same period 2021 Same period 2020
Rank 48 58 71
Rank change year-on-year +10 +13 +4
Permanent jobs citing Google 3,161 1,111 2,097
As % of all permanent jobs advertised in London 6.25% 4.71% 4.12%
As % of the Vendors category 17.02% 13.06% 10.13%
Number of salaries quoted 1,737 854 1,643
10th Percentile £42,500 £45,000 £36,250
25th Percentile £57,500 £57,313 £50,000
Median annual salary (50th Percentile) £75,000 £68,750 £70,000
Median % change year-on-year +9.09% -1.79% +3.70%
75th Percentile £95,000 £92,500 £92,625
90th Percentile £112,500 £134,250 £116,000
England median annual salary £67,500 £62,000 £60,000
% change year-on-year +8.87% +3.33% -

Google is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in London.

All Vendors
London
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 18,567 8,510 20,710
As % of all permanent IT jobs advertised in London 36.70% 36.06% 40.66%
Number of salaries quoted 12,293 6,846 16,226
10th Percentile £36,250 £39,750 £32,000
25th Percentile £50,000 £51,000 £42,813
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% -
75th Percentile £85,000 £82,500 £80,000
90th Percentile £100,000 £100,000 £95,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Google
Job Vacancy Trend in London

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

Job vacancy trend for Google in London

Google
Salary Trend in London

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

Salary trend for Google in London

Google
Salary Histogram in London

Salary distribution for jobs citing Google in London over the 6 months to 18 January 2022.

Salary histogram for Google in London

Google
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Google within the London region over the 6 months to 18 January 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
Job
Vacancies
Central London +17 240 £67,500 -6.90% 112
West London -10 83 £55,000 +10.00% 46
North London -5 16 £47,500 -40.63% 8
South London -23 15 £34,250 -42.92% 1
East London -28 13 £37,500 -34.78% 33
Google
England

For the 6 months to 18 January 2022, IT jobs citing Google 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 Google.

1 1,839 (58.18%) GCP
2 1,361 (43.06%) AWS
3 1,139 (36.03%) Python
4 1,112 (35.18%) Agile Software Development
5 1,081 (34.20%) Azure
6 925 (29.26%) Kubernetes
7 895 (28.31%) Analytics
8 892 (28.22%) JavaScript
9 806 (25.50%) Docker
10 740 (23.41%) Finance
11 726 (22.97%) SQL
12 710 (22.46%) Social Skills
13 705 (22.30%) DevOps
14 691 (21.86%) React
15 682 (21.58%) Software Engineering
16 666 (21.07%) Java
17 549 (17.37%) Problem-Solving
18 544 (17.21%) Microservices
19 536 (16.96%) Node.js
20 522 (16.51%) Terraform
21 499 (15.79%) Git (software)
22 490 (15.50%) Data Science
23 482 (15.25%) TypeScript
24 457 (14.46%) Marketing
25 405 (12.81%) Full Stack Development
26 394 (12.46%) Google Analytics
27 392 (12.40%) TDD
28 386 (12.21%) Microsoft
29 384 (12.15%) User Experience
30 376 (11.89%) Degree

Google
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
1 159 (5.03%) Apache Spark
2 130 (4.11%) CMS
3 108 (3.42%) Elasticsearch
4 102 (3.23%) Apache
5 68 (2.15%) Apache Airflow
5 68 (2.15%) Confluence
6 64 (2.02%) WordPress
7 49 (1.55%) nginx
8 37 (1.17%) SharePoint
9 32 (1.01%) IIS
10 30 (0.95%) Jupyter
11 26 (0.82%) Apache Solr
11 26 (0.82%) Ethereum
12 25 (0.79%) Drupal
13 24 (0.76%) Cloud Foundry
14 21 (0.66%) SAS
15 18 (0.57%) OpenStack
16 15 (0.47%) Tomcat
17 13 (0.41%) Sitecore CMS
18 11 (0.35%) Hyperledger
Applications
1 91 (2.88%) Microsoft Excel
2 74 (2.34%) Microsoft Office
3 32 (1.01%) Microsoft PowerPoint
4 30 (0.95%) Spreadsheet
5 27 (0.85%) Chatbot
6 17 (0.54%) Photoshop
7 16 (0.51%) Sketch
8 11 (0.35%) MS Visio
9 10 (0.32%) InVision
10 8 (0.25%) Adobe Illustrator
11 5 (0.16%) UserZoom
12 4 (0.13%) Adobe XD
12 4 (0.13%) Microsoft Project
13 3 (0.095%) Acrobat
13 3 (0.095%) Adobe Creative Suite
13 3 (0.095%) InDesign
13 3 (0.095%) OmniGraffle
13 3 (0.095%) Zeplin
14 2 (0.063%) Marvel
15 1 (0.032%) Adobe Captivate
Business Applications
1 25 (0.79%) Distributed Ledger
2 14 (0.44%) Shopify
3 12 (0.38%) Salesforce.com CRM
4 11 (0.35%) Magento
5 10 (0.32%) R3 Corda
6 8 (0.25%) Dynamics CRM
7 7 (0.22%) Payment Gateway
8 3 (0.095%) Sentinel
9 2 (0.063%) SessionCam
10 1 (0.032%) Misys Midas
10 1 (0.032%) NetSuite
10 1 (0.032%) SAP Hybris
Cloud Services
1 1,839 (58.18%) GCP
2 1,361 (43.06%) AWS
3 1,081 (34.20%) Azure
4 394 (12.46%) Google Analytics
5 330 (10.44%) Serverless
6 256 (8.10%) GitHub
7 166 (5.25%) SaaS
8 159 (5.03%) Power Platform
9 110 (3.48%) PaaS
10 100 (3.16%) Cloud Computing
11 95 (3.01%) Microsoft 365
12 92 (2.91%) Google Ads
12 92 (2.91%) Google Play
13 90 (2.85%) Firebase
14 87 (2.75%) IaaS
14 87 (2.75%) Snowflake
15 84 (2.66%) Google Workspace
16 83 (2.63%) Google Data Studio
17 82 (2.59%) AWS CloudFormation
18 76 (2.40%) OpenShift
Communications & Networking
1 93 (2.94%) HTTP
2 79 (2.50%) Broadband
3 59 (1.87%) Firewall
4 53 (1.68%) DNS
5 47 (1.49%) Internet
6 28 (0.89%) VPN
7 27 (0.85%) DHCP
8 26 (0.82%) Network Security
9 24 (0.76%) NFC
9 24 (0.76%) TCP/IP
10 20 (0.63%) MQTT
11 19 (0.60%) VoIP
12 12 (0.38%) WAN
13 11 (0.35%) VLAN
13 11 (0.35%) Wireless
14 10 (0.32%) LAN
14 10 (0.32%) SSL
15 9 (0.28%) WebEx
16 8 (0.25%) IPsec
16 8 (0.25%) Wi-Fi
Database & Business Intelligence
1 316 (10.00%) PostgreSQL
2 304 (9.62%) Big Data
3 263 (8.32%) BigQuery
4 255 (8.07%) MySQL
5 245 (7.75%) NoSQL
6 219 (6.93%) Tableau
7 215 (6.80%) SQL Server
8 183 (5.79%) Data Warehouse
9 172 (5.44%) Relational Database
10 155 (4.90%) Hadoop
11 146 (4.62%) MongoDB
12 130 (4.11%) Power BI
13 129 (4.08%) Redis
14 117 (3.70%) Looker
15 107 (3.39%) Amazon DynamoDB
16 83 (2.63%) Amazon Redshift
17 77 (2.44%) Blockchain
18 74 (2.34%) RDBMS
19 59 (1.87%) Flink
20 51 (1.61%) Data Lake
Development Applications
1 499 (15.79%) Git (software)
2 240 (7.59%) Jenkins
3 204 (6.45%) GitLab
4 192 (6.07%) JIRA
5 154 (4.87%) Octopus Deploy
6 150 (4.75%) Cypress.io
7 139 (4.40%) Postman
8 120 (3.80%) Team Foundation Server
9 103 (3.26%) NUnit
10 98 (3.10%) Moq
11 81 (2.56%) webpack
12 72 (2.28%) CircleCI
13 68 (2.15%) Maven
14 62 (1.96%) Selenium
15 57 (1.80%) Bitbucket
16 55 (1.74%) TeamCity
17 54 (1.71%) Atlassian Bamboo
18 46 (1.46%) gulp
19 38 (1.20%) Mercurial
20 37 (1.17%) Artifactory
General
1 740 (23.41%) Finance
2 710 (22.46%) Social Skills
3 457 (14.46%) Marketing
4 328 (10.38%) Analytical Skills
5 267 (8.45%) Retail
6 184 (5.82%) Games
7 167 (5.28%) Advertising
8 146 (4.62%) Inclusion and Diversity
9 114 (3.61%) Presentation Skills
10 98 (3.10%) Banking
11 97 (3.07%) Telecoms
12 61 (1.93%) Automotive
13 54 (1.71%) Public Sector
14 49 (1.55%) Manufacturing
15 47 (1.49%) Organisational Skills
16 37 (1.17%) Legal
17 36 (1.14%) Pharmaceutical
18 34 (1.08%) Influencing Skills
19 32 (1.01%) Publishing
20 28 (0.89%) French Language
Job Titles
1 781 (24.71%) Developer
2 296 (9.36%) Software Engineer
3 289 (9.14%) Architect
4 221 (6.99%) Analyst
5 204 (6.45%) Senior Developer
6 174 (5.50%) Full Stack Developer
7 160 (5.06%) DevOps Engineer
8 148 (4.68%) Cloud Engineer
9 144 (4.56%) Cloud Architect
10 138 (4.37%) Senior Software Engineer
11 127 (4.02%) Consultant
12 124 (3.92%) Data Engineer
13 122 (3.86%) Java Developer
14 105 (3.32%) Front End Developer (Client-Side Developer)
15 90 (2.85%) React Developer
16 79 (2.50%) Data Analyst
17 78 (2.47%) Applications Developer
18 69 (2.18%) Principal Engineer
18 69 (2.18%) Technical Leader
19 65 (2.06%) Android Developer
Libraries, Frameworks & Software Standards
1 691 (21.86%) React
2 536 (16.96%) Node.js
3 330 (10.44%) Kafka
4 316 (10.00%) HTML
5 286 (9.05%) CSS
6 258 (8.16%) REST
7 244 (7.72%) AngularJS
8 239 (7.56%) .NET
9 196 (6.20%) Vue.js
10 158 (5.00%) RESTful
11 156 (4.94%) Web Services
12 153 (4.84%) React Native
13 141 (4.46%) Spring
14 138 (4.37%) Jest
15 137 (4.33%) GraphQL
16 110 (3.48%) Spring Boot
17 100 (3.16%) Sass
18 99 (3.13%) Enzyme
19 93 (2.94%) Redux
20 89 (2.82%) JSON
Miscellaneous
1 384 (12.15%) User Experience
2 220 (6.96%) Mobile App
3 179 (5.66%) Public Cloud
4 144 (4.56%) Greenfield Project
5 135 (4.27%) Cloud Native
6 132 (4.18%) Algorithms
7 117 (3.70%) Social Media
8 85 (2.69%) Virtual Team
9 48 (1.52%) Hybrid Cloud
9 48 (1.52%) Self-Motivation
10 47 (1.49%) Data Structures
11 40 (1.27%) Management Information System
12 39 (1.23%) Enterprise Cloud
12 39 (1.23%) Marketing Technology
13 38 (1.20%) Enterprise Software
14 36 (1.14%) Data Centre
15 31 (0.98%) NHS
16 30 (0.95%) Blog
17 25 (0.79%) Private Cloud
18 24 (0.76%) FMCG
Operating Systems
1 251 (7.94%) Linux
2 192 (6.07%) Windows
3 183 (5.79%) Android
4 152 (4.81%) Apple iOS
5 90 (2.85%) Unix
6 49 (1.55%) Windows Server
7 46 (1.46%) Windows 10
8 23 (0.73%) Mac OS
9 15 (0.47%) CentOS
9 15 (0.47%) Ubuntu
10 12 (0.38%) Mac OS X
11 9 (0.28%) Windows Server 2019
12 8 (0.25%) VMS
13 7 (0.22%) Windows Server 2016
14 6 (0.19%) Debian
15 5 (0.16%) Mesosphere
15 5 (0.16%) Windows Server 2012
16 4 (0.13%) Red Hat Enterprise Linux
17 3 (0.095%) SUSE Linux Enterprise Server
18 2 (0.063%) Kali Linux
Processes & Methodologies
1 1,112 (35.18%) Agile Software Development
2 895 (28.31%) Analytics
3 705 (22.30%) DevOps
4 682 (21.58%) Software Engineering
5 549 (17.37%) Problem-Solving
6 544 (17.21%) Microservices
7 490 (15.50%) Data Science
8 405 (12.81%) Full Stack Development
9 392 (12.40%) TDD
10 341 (10.79%) Machine Learning
11 334 (10.57%) Mentoring
12 327 (10.34%) Business Intelligence
13 307 (9.71%) Computer Science
14 305 (9.65%) Artificial Intelligence
15 278 (8.79%) Infrastructure as Code
16 256 (8.10%) Data Engineering
17 241 (7.62%) Continuous Integration
18 238 (7.53%) Scrum
19 227 (7.18%) Test Automation
20 217 (6.86%) E-Commerce
Programming Languages
1 1,139 (36.03%) Python
2 892 (28.22%) JavaScript
3 726 (22.97%) SQL
4 666 (21.07%) Java
5 482 (15.25%) TypeScript
6 322 (10.19%) C#
7 243 (7.69%) Go
8 194 (6.14%) Kotlin
9 163 (5.16%) PHP
10 153 (4.84%) Bash
11 147 (4.65%) Scala
12 133 (4.21%) Ruby
13 115 (3.64%) ES6
14 100 (3.16%) PowerShell
15 75 (2.37%) R
16 69 (2.18%) C++
17 57 (1.80%) Rust
18 54 (1.71%) C
19 26 (0.82%) Shell Script
20 25 (0.79%) Apple Swift
Qualifications
1 376 (11.89%) Degree
2 127 (4.02%) Computer Science Degree
3 44 (1.39%) AWS Certification
4 36 (1.14%) Security Cleared
5 35 (1.11%) SC Cleared
6 32 (1.01%) Cisco Certification
7 28 (0.89%) (ISC)2 CCSP
8 25 (0.79%) Master's Degree
9 19 (0.60%) Microsoft Certification
10 17 (0.54%) CISSP
11 16 (0.51%) PhD
12 15 (0.47%) CESG Certified Professional
13 13 (0.41%) BPSS Clearance
13 13 (0.41%) SAS Certification
14 10 (0.32%) GIAC
14 10 (0.32%) MCSA
15 9 (0.28%) CCSP
15 9 (0.28%) DBS Check
16 8 (0.25%) TOGAF Certification
17 5 (0.16%) ISEB
Quality Assurance & Compliance
1 218 (6.90%) QA
2 84 (2.66%) Data Quality
3 72 (2.28%) Accessibility
4 65 (2.06%) GDPR
5 36 (1.14%) NIST
6 33 (1.04%) ISO/IEC 27001
7 15 (0.47%) IASME
7 15 (0.47%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 13 (0.41%) SOC 2
9 8 (0.25%) WAI
10 6 (0.19%) SLA
11 5 (0.16%) COBIT
12 4 (0.13%) GxP
13 3 (0.095%) GMP
14 2 (0.063%) PCI DSS
14 2 (0.063%) PMO
14 2 (0.063%) PSD2
15 1 (0.032%) Actionable Recommendations
15 1 (0.032%) ISO 20022
15 1 (0.032%) NCSC
System Software
1 806 (25.50%) Docker
2 93 (2.94%) Active Directory
3 84 (2.66%) VMware Infrastructure
4 39 (1.23%) Hyper-V
5 36 (1.14%) VMware ESXi
6 24 (0.76%) Varnish
6 24 (0.76%) Virtual Desktop
7 18 (0.57%) Virtual Machines
8 11 (0.35%) KVM
9 10 (0.32%) vSphere
10 7 (0.22%) Apache ZooKeeper
10 7 (0.22%) VirtualBox
11 5 (0.16%) Apache Flume
12 4 (0.13%) NFS
12 4 (0.13%) VMware NSX
13 3 (0.095%) Ceph
13 3 (0.095%) iptables
14 2 (0.063%) Citrix Hypervisor
14 2 (0.063%) Snort
14 2 (0.063%) Virtual Servers
Systems Management
1 925 (29.26%) Kubernetes
2 522 (16.51%) Terraform
3 247 (7.81%) Ansible
4 186 (5.88%) Grafana
5 130 (4.11%) Opscode Chef
6 116 (3.67%) Puppet
7 76 (2.40%) Prometheus
8 43 (1.36%) Istio
9 30 (0.95%) Single Sign-On
10 26 (0.82%) Kibana
11 23 (0.73%) ZABBIX
12 20 (0.63%) HAProxy
12 20 (0.63%) logstash
12 20 (0.63%) Opsgenie
12 20 (0.63%) Pingdom
13 19 (0.60%) Jamf Pro
14 18 (0.57%) CASB
14 18 (0.57%) SCCM
15 16 (0.51%) MIIS
15 16 (0.51%) Packer
Vendors
1 386 (12.21%) Microsoft
2 173 (5.47%) Salesforce.com
3 127 (4.02%) Apple
4 119 (3.76%) Adobe
4 119 (3.76%) VMware
5 111 (3.51%) Oracle
6 80 (2.53%) Facebook
7 65 (2.06%) IBM
8 57 (1.80%) SAP
9 49 (1.55%) Red Hat
10 44 (1.39%) Citrix
11 36 (1.14%) Informatica
12 35 (1.11%) Atlassian
12 35 (1.11%) Pardot
12 35 (1.11%) Splunk
13 29 (0.92%) Cisco
14 27 (0.85%) Databricks
15 26 (0.82%) Alibaba
16 25 (0.79%) New Relic
17 24 (0.76%) Cloudera