Period
to 22 September 2021

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 22 September 2021 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
22 Sep 2021
Same period 2020 Same period 2019
Rank 48 67 69
Rank change year-on-year +19 +2 +23
Permanent jobs citing Google 3,248 918 2,322
As % of all permanent jobs advertised in London 6.61% 4.47% 4.21%
As % of the Vendors category 17.95% 11.82% 10.30%
Number of salaries quoted 1,549 745 1,768
10th Percentile £43,200 £46,250 £35,000
25th Percentile £53,750 £57,500 £47,500
Median annual salary (50th Percentile) £75,000 £75,000 £67,500
Median % change year-on-year - +11.11% +3.85%
75th Percentile £88,750 £115,000 £87,500
90th Percentile £106,250 £143,750 £105,000
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% +14.29%

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 18,091 7,767 22,546
As % of all permanent IT jobs advertised in London 36.81% 37.82% 40.91%
Number of salaries quoted 11,594 6,201 17,604
10th Percentile £37,500 £40,000 £32,128
25th Percentile £48,750 £50,000 £42,500
Median annual salary (50th Percentile) £65,000 £67,500 £60,000
Median % change year-on-year -3.70% +12.50% -
75th Percentile £82,750 £85,000 £77,500
90th Percentile £97,500 £110,000 £93,750
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 22 September 2021.

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 22 September 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 +8 229 £70,000 -6.67% 100
West London +3 93 £65,000 +26.83% 45
South London -19 21 £50,000 -20.00% 5
North London +3 17 £60,000 +23.08% 3
East London -11 12 £65,000 -10.34% 28
Google
England

For the 6 months to 22 September 2021, 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 1,778 (54.74%) GCP
2 1,446 (44.52%) AWS
3 1,123 (34.58%) Python
4 1,111 (34.21%) Agile Software Development
5 1,046 (32.20%) Azure
6 907 (27.92%) JavaScript
7 871 (26.82%) Analytics
8 806 (24.82%) Kubernetes
9 805 (24.78%) SQL
10 771 (23.74%) Software Engineering
11 750 (23.09%) Finance
12 726 (22.35%) DevOps
13 699 (21.52%) Docker
14 686 (21.12%) Social Skills
15 655 (20.17%) React
16 644 (19.83%) Java
17 566 (17.43%) Microservices
18 542 (16.69%) Terraform
19 537 (16.53%) Node.js
20 486 (14.96%) Serverless
21 481 (14.81%) Problem-Solving
22 478 (14.72%) Full Stack Development
23 471 (14.50%) TypeScript
24 464 (14.29%) Git (software)
25 458 (14.10%) Marketing
26 406 (12.50%) Degree
27 383 (11.79%) User Experience
28 377 (11.61%) TDD
29 372 (11.45%) Business Intelligence
30 360 (11.08%) PostgreSQL

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
1 187 (5.76%) Apache Spark
2 124 (3.82%) Apache Airflow
3 107 (3.29%) Apache
4 95 (2.92%) CMS
5 72 (2.22%) Elasticsearch
6 60 (1.85%) Confluence
7 49 (1.51%) WordPress
8 34 (1.05%) nginx
9 28 (0.86%) Cloud Foundry
9 28 (0.86%) Drupal
10 24 (0.74%) Ethereum
10 24 (0.74%) SAS
11 21 (0.65%) IIS
11 21 (0.65%) Jupyter
12 19 (0.58%) Oracle Application Server
13 17 (0.52%) SharePoint
14 15 (0.46%) Tomcat
15 14 (0.43%) OpenStack
15 14 (0.43%) Traefik
16 11 (0.34%) Hyperledger
Applications
1 68 (2.09%) Microsoft Excel
2 48 (1.48%) Microsoft Office
3 40 (1.23%) Spreadsheet
4 39 (1.20%) Sketch
5 35 (1.08%) Chatbot
6 30 (0.92%) InVision
7 25 (0.77%) Microsoft PowerPoint
8 22 (0.68%) Figma
9 19 (0.58%) Photoshop
10 16 (0.49%) Adobe XD
11 11 (0.34%) MS Visio
12 10 (0.31%) Adobe Illustrator
13 9 (0.28%) Acrobat
14 7 (0.22%) Fireworks
15 6 (0.18%) Microsoft Project
16 5 (0.15%) Adobe Creative Suite
17 3 (0.092%) OmniGraffle
18 2 (0.062%) InDesign
18 2 (0.062%) Zeplin
19 1 (0.031%) Final Cut Pro
Business Applications
1 17 (0.52%) Shopify
2 15 (0.46%) Distributed Ledger
2 15 (0.46%) Magento
2 15 (0.46%) Payment Gateway
3 12 (0.37%) Dynamics CRM
4 10 (0.31%) R3 Corda
5 6 (0.18%) Eloqua
6 5 (0.15%) WebTrends
7 4 (0.12%) Maximo
7 4 (0.12%) Oracle BPM
8 3 (0.092%) Oracle EBS
8 3 (0.092%) Sentinel
8 3 (0.092%) SessionCam
9 1 (0.031%) Adobe Campaign
9 1 (0.031%) Dynamics AX
9 1 (0.031%) Infor SunSystems
9 1 (0.031%) NetSuite
9 1 (0.031%) Raiser's Edge
9 1 (0.031%) Unica
9 1 (0.031%) Yoast SEO
Cloud Services
1 1,778 (54.74%) GCP
2 1,446 (44.52%) AWS
3 1,046 (32.20%) Azure
4 486 (14.96%) Serverless
5 359 (11.05%) Google Analytics
6 289 (8.90%) GitHub
7 189 (5.82%) SaaS
8 123 (3.79%) Power Platform
8 123 (3.79%) Snowflake
9 120 (3.69%) PaaS
10 112 (3.45%) Cloud Functions
11 105 (3.23%) AWS Lambda
12 103 (3.17%) Firebase
13 100 (3.08%) Cloud Computing
14 96 (2.96%) Google Play
15 89 (2.74%) IaaS
16 77 (2.37%) Amazon SQS
17 76 (2.34%) Google Ads
18 75 (2.31%) Google Workspace
19 74 (2.28%) Google Data Studio
Communications & Networking
1 94 (2.89%) HTTP
2 75 (2.31%) Internet
3 65 (2.00%) Broadband
4 51 (1.57%) Firewall
5 28 (0.86%) DNS
5 28 (0.86%) TCP/IP
6 22 (0.68%) Network Security
7 19 (0.58%) VPN
8 18 (0.55%) DHCP
9 15 (0.46%) MQTT
10 14 (0.43%) NFC
11 13 (0.40%) SD-WAN
12 11 (0.34%) Wireless
13 10 (0.31%) Intranet
14 9 (0.28%) SSH
15 7 (0.22%) SAN
15 7 (0.22%) VSAN
16 6 (0.18%) Software-Defined Networking
16 6 (0.18%) SWIFTNet
16 6 (0.18%) WAN
Database & Business Intelligence
1 360 (11.08%) PostgreSQL
2 320 (9.85%) BigQuery
3 300 (9.24%) Big Data
4 268 (8.25%) MySQL
5 265 (8.16%) Tableau
6 235 (7.24%) NoSQL
7 227 (6.99%) SQL Server
8 215 (6.62%) Relational Database
9 214 (6.59%) Data Warehouse
10 167 (5.14%) Hadoop
11 134 (4.13%) Amazon DynamoDB
12 131 (4.03%) Amazon Redshift
13 124 (3.82%) MongoDB
14 107 (3.29%) Power BI
15 105 (3.23%) Redis
16 91 (2.80%) Looker
17 64 (1.97%) Blockchain
18 62 (1.91%) RDBMS
19 61 (1.88%) Data Lake
19 61 (1.88%) Neo4j
Development Applications
1 464 (14.29%) Git (software)
2 304 (9.36%) Jenkins
3 202 (6.22%) GitLab
4 194 (5.97%) JIRA
5 132 (4.06%) Cypress.io
6 95 (2.92%) Postman
7 92 (2.83%) CircleCI
8 87 (2.68%) Atlassian Bamboo
8 87 (2.68%) webpack
9 81 (2.49%) Octopus Deploy
10 69 (2.12%) Selenium
11 68 (2.09%) Team Foundation Server
12 67 (2.06%) Maven
13 63 (1.94%) Bitbucket
14 61 (1.88%) NUnit
15 58 (1.79%) Vagrant
16 44 (1.35%) Moq
17 43 (1.32%) SonarQube
18 38 (1.17%) WebDriver
19 37 (1.14%) Appium
General
1 750 (23.09%) Finance
2 686 (21.12%) Social Skills
3 458 (14.10%) Marketing
4 318 (9.79%) Analytical Skills
5 219 (6.74%) Retail
6 196 (6.03%) Games
7 174 (5.36%) Advertising
8 170 (5.23%) Banking
9 127 (3.91%) Presentation Skills
10 86 (2.65%) Telecoms
11 84 (2.59%) Public Sector
12 70 (2.16%) Inclusion and Diversity
13 58 (1.79%) Manufacturing
14 57 (1.75%) Automotive
15 55 (1.69%) Influencing Skills
15 55 (1.69%) Legal
16 47 (1.45%) Publishing
17 41 (1.26%) Organisational Skills
18 38 (1.17%) Billing
19 37 (1.14%) Brand Awareness
Job Titles
1 818 (25.18%) Developer
2 329 (10.13%) Software Engineer
3 266 (8.19%) Architect
4 216 (6.65%) Analyst
5 198 (6.10%) Full Stack Developer
6 182 (5.60%) DevOps Engineer
7 175 (5.39%) Senior Developer
8 148 (4.56%) Data Engineer
9 138 (4.25%) Senior Software Engineer
10 129 (3.97%) Front End Developer (Client-Side Developer)
11 122 (3.76%) Cloud Engineer
12 104 (3.20%) Java Developer
13 103 (3.17%) Consultant
14 101 (3.11%) React Developer
15 98 (3.02%) JavaScript Developer
16 91 (2.80%) Cloud Architect
17 88 (2.71%) Data Analyst
18 81 (2.49%) Data Architect
19 65 (2.00%) Solutions Architect
20 61 (1.88%) Backend Developer
Libraries, Frameworks & Software Standards
1 655 (20.17%) React
2 537 (16.53%) Node.js
3 358 (11.02%) HTML
4 357 (10.99%) Web Services
5 311 (9.58%) CSS
6 258 (7.94%) AngularJS
7 228 (7.02%) REST
8 225 (6.93%) Kafka
9 211 (6.50%) .NET
10 181 (5.57%) GraphQL
11 175 (5.39%) React Native
12 173 (5.33%) Redux
13 154 (4.74%) Vue.js
14 143 (4.40%) Spring
15 134 (4.13%) Jest
16 126 (3.88%) RESTful
17 109 (3.36%) .NET Core
18 105 (3.23%) Spring Boot
19 102 (3.14%) HTML5
20 88 (2.71%) JSON
Miscellaneous
1 383 (11.79%) User Experience
2 241 (7.42%) Mobile App
3 152 (4.68%) Algorithms
4 149 (4.59%) Cloud Native
5 140 (4.31%) Greenfield Project
6 130 (4.00%) Public Cloud
7 109 (3.36%) Virtual Team
8 107 (3.29%) Social Media
9 62 (1.91%) Self-Motivation
10 61 (1.88%) Data Structures
11 46 (1.42%) Hybrid Cloud
12 42 (1.29%) Management Information System
13 41 (1.26%) Enterprise Software
14 38 (1.17%) Marketing Technology
14 38 (1.17%) Online Games
15 37 (1.14%) Data Centre
16 31 (0.95%) Blog
17 28 (0.86%) Clustering
18 27 (0.83%) Linux Command Line
19 26 (0.80%) Animation
Operating Systems
1 218 (6.71%) Android
2 188 (5.79%) Linux
3 176 (5.42%) Apple iOS
4 145 (4.46%) Windows
5 85 (2.62%) Unix
6 42 (1.29%) Windows Server
7 17 (0.52%) Windows 10
8 16 (0.49%) CentOS
9 13 (0.40%) Ubuntu
10 11 (0.34%) Windows Server 2019
11 10 (0.31%) Windows Server 2012
12 9 (0.28%) Mac OS
13 8 (0.25%) VMS
14 7 (0.22%) Windows Server 2016
15 6 (0.18%) Mac OS X
15 6 (0.18%) Mesosphere
15 6 (0.18%) Windows 7
16 5 (0.15%) Kali Linux
17 3 (0.092%) Red Hat Enterprise Linux
18 2 (0.062%) Windows Server 2008
Processes & Methodologies
1 1,111 (34.21%) Agile Software Development
2 871 (26.82%) Analytics
3 771 (23.74%) Software Engineering
4 726 (22.35%) DevOps
5 566 (17.43%) Microservices
6 481 (14.81%) Problem-Solving
7 478 (14.72%) Full Stack Development
8 377 (11.61%) TDD
9 372 (11.45%) Business Intelligence
10 355 (10.93%) Machine Learning
11 350 (10.78%) Data Science
12 346 (10.65%) Continuous Integration
13 328 (10.10%) Computer Science
14 309 (9.51%) Artificial Intelligence
15 279 (8.59%) E-Commerce
16 270 (8.31%) Mentoring
17 256 (7.88%) Scrum
18 252 (7.76%) ETL
19 234 (7.20%) Visualisation
20 232 (7.14%) Fintech
Programming Languages
1 1,123 (34.58%) Python
2 907 (27.92%) JavaScript
3 805 (24.78%) SQL
4 644 (19.83%) Java
5 471 (14.50%) TypeScript
6 317 (9.76%) C#
7 278 (8.56%) Go
8 183 (5.63%) Kotlin
9 167 (5.14%) PHP
10 165 (5.08%) ES6
11 152 (4.68%) Bash Shell
12 151 (4.65%) Ruby
13 149 (4.59%) Scala
14 126 (3.88%) C++
15 104 (3.20%) C
16 98 (3.02%) PowerShell
17 88 (2.71%) R
18 46 (1.42%) Rust
19 41 (1.26%) Elixir
20 36 (1.11%) Java 8
Qualifications
1 406 (12.50%) Degree
2 147 (4.53%) Computer Science Degree
3 77 (2.37%) Master's Degree
4 51 (1.57%) Security Cleared
5 47 (1.45%) SC Cleared
6 33 (1.02%) PhD
7 28 (0.86%) AWS Certification
7 28 (0.86%) Numerate Degree
8 23 (0.71%) Cisco Certification
9 22 (0.68%) CISSP
10 19 (0.58%) Microsoft Certification
11 17 (0.52%) MBA
12 15 (0.46%) (ISC)2 CCSP
13 14 (0.43%) TOGAF Certification
14 12 (0.37%) MCSA
14 12 (0.37%) SAS Certification
15 9 (0.28%) BPSS Clearance
15 9 (0.28%) GIAC
16 8 (0.25%) PMI Certification
16 8 (0.25%) PMP
Quality Assurance & Compliance
1 210 (6.47%) QA
2 83 (2.56%) Accessibility
2 83 (2.56%) GDPR
3 59 (1.82%) Data Quality
4 27 (0.83%) ISO/IEC 27001
5 18 (0.55%) NIST
6 14 (0.43%) WAI
7 6 (0.18%) ISO 15022
7 6 (0.18%) ISO 20022
8 5 (0.15%) COBIT
9 4 (0.12%) Basel III
9 4 (0.12%) GRC
9 4 (0.12%) PCI DSS
9 4 (0.12%) PMO
9 4 (0.12%) SLA
10 3 (0.092%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 3 (0.092%) WCAG
11 2 (0.062%) HIPAA
11 2 (0.062%) IASME
11 2 (0.062%) PSD2
System Software
1 699 (21.52%) Docker
2 69 (2.12%) Active Directory
3 56 (1.72%) VMware Infrastructure
4 54 (1.66%) VirtualBox
5 37 (1.14%) Hyper-V
6 20 (0.62%) Virtual Machines
7 12 (0.37%) Varnish
8 11 (0.34%) VMware ESXi
9 10 (0.31%) KVM
10 7 (0.22%) Ceph
11 5 (0.15%) Snort
11 5 (0.15%) Squid
12 4 (0.12%) Citrix Hypervisor
12 4 (0.12%) HDFS
12 4 (0.12%) iptables
12 4 (0.12%) vSphere
13 3 (0.092%) Apache Flume
14 2 (0.062%) Virtual Desktop
14 2 (0.062%) Xen
15 1 (0.031%) OpenAM
Systems Management
1 806 (24.82%) Kubernetes
2 542 (16.69%) Terraform
3 214 (6.59%) Ansible
4 143 (4.40%) Grafana
5 110 (3.39%) Prometheus
6 89 (2.74%) Puppet
7 86 (2.65%) Opscode Chef
8 67 (2.06%) Docker Swarm
9 29 (0.89%) Istio
10 27 (0.83%) ZABBIX
11 20 (0.62%) Kibana
11 20 (0.62%) Single Sign-On
12 18 (0.55%) Kubeflow
13 17 (0.52%) Salt
14 16 (0.49%) logstash
15 15 (0.46%) HAProxy
15 15 (0.46%) Opsgenie
15 15 (0.46%) Pingdom
16 14 (0.43%) Bugsnag
16 14 (0.43%) Rancher
Vendors
1 346 (10.65%) Microsoft
2 150 (4.62%) Oracle
3 147 (4.53%) Salesforce.com
4 114 (3.51%) IBM
5 105 (3.23%) Adobe
5 105 (3.23%) Apple
6 85 (2.62%) SAP
7 80 (2.46%) VMware
8 78 (2.40%) Facebook
9 68 (2.09%) Cloudera
9 68 (2.09%) Hortonworks
10 58 (1.79%) Informatica
11 53 (1.63%) Talend
12 46 (1.42%) Red Hat
13 41 (1.26%) Databricks
14 36 (1.11%) Splunk
15 30 (0.92%) Optimizely
16 28 (0.86%) Atlassian
16 28 (0.86%) Qubit
17 25 (0.77%) Snapchat