Period
to 14 June 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 14 June 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
14 Jun 2021
Same period 2020 Same period 2019
Rank 54 77 77
Rank change year-on-year +23 0 +29
Permanent jobs citing Google 2,155 1,409 2,249
As % of all permanent jobs advertised in London 5.66% 4.05% 3.91%
As % of the Vendors category 15.75% 10.25% 9.64%
Number of salaries quoted 1,127 1,115 1,704
10th Percentile £45,000 £42,125 £37,500
25th Percentile £55,000 £55,000 £48,500
Median annual salary (50th Percentile) £72,500 £75,000 £70,000
Median % change year-on-year -3.33% +7.14% +14.75%
75th Percentile £87,500 £95,000 £90,000
90th Percentile £110,000 £116,250 £112,500
England median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% +20.00%

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 13,685 13,748 23,324
As % of all permanent IT jobs advertised in London 35.97% 39.48% 40.51%
Number of salaries quoted 9,407 10,755 18,189
10th Percentile £39,250 £35,000 £32,500
25th Percentile £50,000 £47,500 £43,750
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% +4.35%
75th Percentile £82,500 £82,500 £77,500
90th Percentile £98,750 £98,750 £93,750
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +1.01%

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 14 June 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 14 June 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 -26 176 £75,000 +3.45% 94
West London +13 47 £75,000 +33.33% 45
South London -5 14 £51,250 -4.65% 1
North London +32 10 £48,545 -41.16% 1
East London +10 6 £65,000 -10.34% 32
Google
England

For the 6 months to 14 June 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 1,235 (57.31%) GCP
2 1,119 (51.93%) AWS
3 758 (35.17%) Python
4 747 (34.66%) Azure
5 728 (33.78%) Agile Software Development
6 577 (26.77%) Analytics
7 564 (26.17%) Kubernetes
8 563 (26.13%) SQL
9 523 (24.27%) Software Engineering
10 516 (23.94%) DevOps
11 515 (23.90%) Docker
12 468 (21.72%) Finance
13 467 (21.67%) JavaScript
14 412 (19.12%) Microservices
15 404 (18.75%) Java
16 380 (17.63%) Social Skills
17 374 (17.35%) Terraform
18 348 (16.15%) Marketing
19 335 (15.55%) Serverless
20 314 (14.57%) Continuous Integration
21 300 (13.92%) Business Intelligence
22 276 (12.81%) Problem-Solving
23 269 (12.48%) Big Data
24 260 (12.06%) Node.js
25 259 (12.02%) Degree
26 258 (11.97%) Jenkins
27 252 (11.69%) React
28 249 (11.55%) Git (software)
29 238 (11.04%) Data Science
30 233 (10.81%) Artificial Intelligence

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
1 183 (8.49%) Apache Spark
2 111 (5.15%) Apache Airflow
3 77 (3.57%) Apache
4 50 (2.32%) Elasticsearch
5 43 (2.00%) Confluence
6 37 (1.72%) WordPress
7 34 (1.58%) CMS
8 26 (1.21%) Drupal
9 21 (0.97%) Cloud Foundry
9 21 (0.97%) SAS
10 19 (0.88%) Oracle Application Server
11 16 (0.74%) Luigi
12 15 (0.70%) SharePoint
13 10 (0.46%) Traefik
14 7 (0.32%) MS Exchange
15 6 (0.28%) Headless CMS
15 6 (0.28%) IIS
15 6 (0.28%) Jupyter
15 6 (0.28%) OpenStack
16 5 (0.23%) Apache Pulsar
Applications
1 41 (1.90%) Microsoft Excel
2 31 (1.44%) Microsoft Office
3 24 (1.11%) Sketch
4 15 (0.70%) Figma
4 15 (0.70%) Spreadsheet
5 13 (0.60%) Photoshop
6 12 (0.56%) Microsoft PowerPoint
7 10 (0.46%) Chatbot
8 9 (0.42%) Adobe XD
8 9 (0.42%) SPSS
9 7 (0.32%) InVision
10 6 (0.28%) Adobe Illustrator
10 6 (0.28%) MS Visio
11 5 (0.23%) Adobe Creative Suite
11 5 (0.23%) Microsoft Project
12 4 (0.19%) Fireworks
13 2 (0.093%) Zeplin
14 1 (0.046%) Adobe Premiere
14 1 (0.046%) AutoCAD
14 1 (0.046%) MODO
Business Applications
1 14 (0.65%) Magento
2 6 (0.28%) Eloqua
3 5 (0.23%) Sentinel
4 4 (0.19%) Shopify
5 3 (0.14%) Oracle EBS
5 3 (0.14%) Payment Gateway
5 3 (0.14%) WebTrends
6 2 (0.093%) Distributed Ledger
6 2 (0.093%) Dynamics CRM
7 1 (0.046%) Adobe Campaign
7 1 (0.046%) Dynamics AX
7 1 (0.046%) Infor SunSystems
7 1 (0.046%) Maximo
7 1 (0.046%) NetSuite
7 1 (0.046%) Raiser's Edge
7 1 (0.046%) SAP CRM
7 1 (0.046%) SAP ERP
7 1 (0.046%) SAP Hybris
7 1 (0.046%) SAP S/4HANA
7 1 (0.046%) Unica
Cloud Services
1 1,235 (57.31%) GCP
2 1,119 (51.93%) AWS
3 747 (34.66%) Azure
4 335 (15.55%) Serverless
5 217 (10.07%) Google Analytics
6 165 (7.66%) GitHub
7 150 (6.96%) SaaS
8 127 (5.89%) PaaS
9 121 (5.61%) Snowflake
10 116 (5.38%) Cloud Functions
11 93 (4.32%) IBM Cloud
12 92 (4.27%) AWS Lambda
13 85 (3.94%) IaaS
14 80 (3.71%) Amazon EMR
14 80 (3.71%) Power Platform
15 78 (3.62%) Firebase
16 68 (3.16%) Cloud Computing
17 57 (2.65%) Google Play
18 55 (2.55%) Google Workspace
19 50 (2.32%) Google App Engine
Communications & Networking
1 64 (2.97%) Firewall
2 57 (2.65%) Internet
3 44 (2.04%) HTTP
4 28 (1.30%) DNS
5 16 (0.74%) DHCP
6 13 (0.60%) SSH
7 12 (0.56%) TCP/IP
8 11 (0.51%) Network Security
9 10 (0.46%) Intranet
10 9 (0.42%) Broadband
11 8 (0.37%) Intrusion Detection
11 8 (0.37%) Wireshark
12 7 (0.32%) Software-Defined Networking
13 5 (0.23%) Unified Communications
14 4 (0.19%) DKIM
14 4 (0.19%) DMARC
14 4 (0.19%) SSL
14 4 (0.19%) VPN
14 4 (0.19%) Wireless
15 3 (0.14%) Skype
Database & Business Intelligence
1 269 (12.48%) Big Data
2 232 (10.77%) BigQuery
3 205 (9.51%) PostgreSQL
4 180 (8.35%) NoSQL
5 162 (7.52%) MySQL
6 149 (6.91%) Tableau
7 148 (6.87%) Amazon Redshift
8 141 (6.54%) Hadoop
9 138 (6.40%) Relational Database
10 135 (6.26%) Data Warehouse
11 128 (5.94%) SQL Server
12 95 (4.41%) Amazon DynamoDB
13 88 (4.08%) MongoDB
14 81 (3.76%) Neo4j
15 78 (3.62%) Amazon Athena
16 67 (3.11%) Electronic Patient Records
17 65 (3.02%) Power BI
18 58 (2.69%) Redis
19 45 (2.09%) Looker
20 43 (2.00%) Oracle Database
Development Applications
1 258 (11.97%) Jenkins
2 249 (11.55%) Git (software)
3 113 (5.24%) JIRA
4 85 (3.94%) Atlassian Bamboo
5 80 (3.71%) Vagrant
6 61 (2.83%) GitLab
7 50 (2.32%) Maven
8 49 (2.27%) CircleCI
9 44 (2.04%) Cypress.io
10 42 (1.95%) webpack
11 38 (1.76%) Bitbucket
12 26 (1.21%) Travis CI
13 23 (1.07%) Oracle APEX
13 23 (1.07%) Selenium
14 22 (1.02%) Gradle
14 22 (1.02%) Mercurial
15 20 (0.93%) Sonatype Nexus
15 20 (0.93%) TeamCity
16 18 (0.84%) gulp
16 18 (0.84%) SonarQube
General
1 468 (21.72%) Finance
2 380 (17.63%) Social Skills
3 348 (16.15%) Marketing
4 191 (8.86%) Analytical Skills
5 160 (7.42%) Banking
6 139 (6.45%) Retail
7 109 (5.06%) Games
8 107 (4.97%) Advertising
9 103 (4.78%) Public Sector
10 101 (4.69%) Manufacturing
11 90 (4.18%) Telecoms
12 79 (3.67%) Electronics
13 55 (2.55%) Presentation Skills
14 34 (1.58%) Brand Awareness
14 34 (1.58%) Publishing
15 31 (1.44%) Automotive
16 28 (1.30%) Legal
17 26 (1.21%) Influencing Skills
18 22 (1.02%) Organisational Skills
19 19 (0.88%) Billing
Job Titles
1 508 (23.57%) Developer
2 204 (9.47%) Software Engineer
3 191 (8.86%) Architect
4 169 (7.84%) Data Engineer
5 128 (5.94%) Analyst
6 123 (5.71%) DevOps Engineer
7 115 (5.34%) Senior Developer
8 105 (4.87%) Cloud Engineer
9 99 (4.59%) Full Stack Developer
10 98 (4.55%) Java Developer
11 85 (3.94%) Consultant
12 65 (3.02%) AWS Engineer
13 64 (2.97%) Platform Engineer
14 63 (2.92%) Cloud Architect
14 63 (2.92%) Data Architect
15 62 (2.88%) JavaScript Developer
15 62 (2.88%) Senior Software Engineer
16 54 (2.51%) Front End Developer (Client-Side Developer)
17 53 (2.46%) Backend Developer
18 52 (2.41%) Python Engineer
Libraries, Frameworks & Software Standards
1 260 (12.06%) Node.js
2 252 (11.69%) React
3 208 (9.65%) Web Services
4 207 (9.61%) HTML
5 163 (7.56%) AngularJS
6 162 (7.52%) CSS
7 161 (7.47%) REST
8 132 (6.13%) Kafka
9 127 (5.89%) GraphQL
10 114 (5.29%) Spring
11 107 (4.97%) Redux
12 101 (4.69%) .NET
12 101 (4.69%) RESTful
13 86 (3.99%) Spark Streaming
13 86 (3.99%) Vue.js
14 81 (3.76%) React Native
15 75 (3.48%) Spring Boot
16 72 (3.34%) .NET Core
16 72 (3.34%) HTML5
17 58 (2.69%) Apache Beam
Miscellaneous
1 183 (8.49%) User Experience
2 169 (7.84%) Mobile App
3 132 (6.13%) Cloud Native
4 84 (3.90%) Public Cloud
5 78 (3.62%) Greenfield Project
6 74 (3.43%) Virtual Team
7 59 (2.74%) Self-Motivation
8 51 (2.37%) Data Centre
9 49 (2.27%) Linux Command Line
9 49 (2.27%) Social Media
10 42 (1.95%) Algorithms
10 42 (1.95%) Management Information System
11 40 (1.86%) Blog
12 31 (1.44%) Data Structures
13 29 (1.35%) Clustering
14 26 (1.21%) iPad
15 24 (1.11%) Marketing Technology
15 24 (1.11%) Online Games
16 22 (1.02%) Hybrid Cloud
17 20 (0.93%) Digital Media
Operating Systems
1 179 (8.31%) Linux
2 115 (5.34%) Android
3 106 (4.92%) Windows
4 83 (3.85%) Apple iOS
5 61 (2.83%) Unix
6 30 (1.39%) Windows Server
7 16 (0.74%) Red Hat Enterprise Linux
8 9 (0.42%) Kali Linux
9 8 (0.37%) Windows 10
9 8 (0.37%) Windows Server 2012
10 7 (0.32%) Windows Server 2019
11 6 (0.28%) Mac OS X
11 6 (0.28%) Windows 7
12 4 (0.19%) CentOS
12 4 (0.19%) Windows Server 2008
12 4 (0.19%) Windows Server 2016
13 3 (0.14%) Ubuntu
14 2 (0.093%) Embedded Linux
14 2 (0.093%) VMS
15 1 (0.046%) Fedora
Processes & Methodologies
1 728 (33.78%) Agile Software Development
2 577 (26.77%) Analytics
3 523 (24.27%) Software Engineering
4 516 (23.94%) DevOps
5 412 (19.12%) Microservices
6 314 (14.57%) Continuous Integration
7 300 (13.92%) Business Intelligence
8 276 (12.81%) Problem-Solving
9 238 (11.04%) Data Science
10 233 (10.81%) Artificial Intelligence
11 223 (10.35%) Machine Learning
12 214 (9.93%) ETL
13 207 (9.61%) TDD
14 195 (9.05%) Computer Science
15 185 (8.58%) Open Source
16 184 (8.54%) E-Commerce
17 180 (8.35%) Data Engineering
18 179 (8.31%) Fintech
19 175 (8.12%) Mentoring
20 172 (7.98%) Continuous Delivery
Programming Languages
1 758 (35.17%) Python
2 563 (26.13%) SQL
3 467 (21.67%) JavaScript
4 404 (18.75%) Java
5 225 (10.44%) TypeScript
6 180 (8.35%) Go
7 168 (7.80%) C#
8 111 (5.15%) PHP
9 102 (4.73%) Kotlin
10 96 (4.45%) Bash Shell
11 95 (4.41%) C
12 91 (4.22%) C++
13 89 (4.13%) Ruby
14 86 (3.99%) ES6
15 73 (3.39%) R
16 70 (3.25%) Scala
17 54 (2.51%) PowerShell
18 44 (2.04%) Java 8
19 34 (1.58%) PL/SQL
20 29 (1.35%) Elixir
Qualifications
1 259 (12.02%) Degree
2 67 (3.11%) Computer Science Degree
3 66 (3.06%) Master's Degree
4 34 (1.58%) Security Cleared
5 30 (1.39%) SC Cleared
6 25 (1.16%) Numerate Degree
7 18 (0.84%) CISSP
8 16 (0.74%) TOGAF Certification
9 14 (0.65%) MBA
9 14 (0.65%) Microsoft Certification
10 13 (0.60%) CISM
11 12 (0.56%) PhD
12 11 (0.51%) Cisco Certification
12 11 (0.51%) DBS Check
13 10 (0.46%) OCP
13 10 (0.46%) Oracle Certification
14 8 (0.37%) (ISC)2 CCSP
14 8 (0.37%) CSSLP
15 7 (0.32%) AWS Certification
15 7 (0.32%) SSCP
Quality Assurance & Compliance
1 92 (4.27%) QA
2 58 (2.69%) GDPR
3 42 (1.95%) Accessibility
4 18 (0.84%) Data Quality
5 17 (0.79%) ISO/IEC 27001
6 8 (0.37%) NIST
6 8 (0.37%) PCI DSS
7 7 (0.32%) GRC
8 5 (0.23%) Actionable Recommendations
8 5 (0.23%) WCAG
9 4 (0.19%) Basel III
9 4 (0.19%) WAI
10 2 (0.093%) Cyber Essentials
10 2 (0.093%) GLBA
10 2 (0.093%) SOC 2
11 1 (0.046%) COBIT
11 1 (0.046%) HIPAA
11 1 (0.046%) ISO 22301
11 1 (0.046%) ISO/IEC 20000
11 1 (0.046%) PMO
System Software
1 515 (23.90%) Docker
2 76 (3.53%) VirtualBox
3 51 (2.37%) Active Directory
4 28 (1.30%) VMware Infrastructure
5 15 (0.70%) Hyper-V
6 14 (0.65%) Oracle RAC
7 11 (0.51%) HDFS
8 8 (0.37%) Snort
8 8 (0.37%) Squid
9 7 (0.32%) Virtual Machines
10 4 (0.19%) KVM
11 3 (0.14%) VMware ESXi
12 2 (0.093%) Firmware
12 2 (0.093%) NFS
12 2 (0.093%) OpenAM
12 2 (0.093%) Xen
13 1 (0.046%) Ceph
13 1 (0.046%) GridGain
13 1 (0.046%) vSphere
Systems Management
1 564 (26.17%) Kubernetes
2 374 (17.35%) Terraform
3 175 (8.12%) Ansible
4 85 (3.94%) Docker Swarm
5 45 (2.09%) Prometheus
6 42 (1.95%) Puppet
7 36 (1.67%) Opscode Chef
8 28 (1.30%) Grafana
9 19 (0.88%) Istio
10 14 (0.65%) Oracle RMAN
11 11 (0.51%) Knative
11 11 (0.51%) SCOM
11 11 (0.51%) ZABBIX
12 10 (0.46%) Jamf Pro
12 10 (0.46%) Nessus
12 10 (0.46%) Rancher
12 10 (0.46%) Single Sign-On
13 9 (0.42%) linkerd
13 9 (0.42%) Microsoft Intune
13 9 (0.42%) Salt
Vendors
1 232 (10.77%) Microsoft
2 114 (5.29%) IBM
3 111 (5.15%) Oracle
4 97 (4.50%) SAP
5 87 (4.04%) Cloudera
5 87 (4.04%) Hortonworks
6 86 (3.99%) Talend
7 74 (3.43%) Informatica
8 71 (3.29%) Facebook
9 52 (2.41%) Salesforce.com
10 48 (2.23%) Adobe
11 45 (2.09%) Apple
12 44 (2.04%) VMware
13 43 (2.00%) Red Hat
14 33 (1.53%) Splunk
15 32 (1.48%) Databricks
16 23 (1.07%) Qubit
17 22 (1.02%) Cisco
18 21 (0.97%) Twitter
19 20 (0.93%) Spotify