Period
to 19 October 2021

The table below provides summary statistics for permanent job vacancies advertised in England 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 19 October 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
UK > England
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 61 98 99
Rank change year-on-year +37 +1 +8
Permanent jobs citing Google 5,138 1,450 3,939
As % of all permanent jobs advertised in England 4.66% 3.26% 3.13%
As % of the Vendors category 11.99% 8.37% 7.43%
Number of salaries quoted 2,833 1,206 3,048
10th Percentile £33,750 £35,000 £31,250
25th Percentile £45,000 £45,000 £42,500
Median annual salary (50th Percentile) £65,000 £62,500 £60,000
Median % change year-on-year +4.00% +4.17% +9.09%
75th Percentile £85,000 £81,250 £80,000
90th Percentile £100,000 £122,500 £95,000
UK median annual salary £65,000 £60,000 £58,000
% change year-on-year +8.33% +3.45% +5.45%

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 England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 42,870 17,328 53,009
As % of all permanent IT jobs advertised in England 38.86% 38.93% 42.08%
Number of salaries quoted 28,898 14,016 41,163
10th Percentile £30,000 £31,250 £27,000
25th Percentile £38,750 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £53,500 £50,000
Median % change year-on-year +2.80% +7.00% -
75th Percentile £72,500 £71,250 £67,500
90th Percentile £87,500 £87,500 £82,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Google
Job Vacancy Trend in England

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

Job vacancy trend for Google in England

Google
Salary Trend in England

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

Salary trend for Google in England

Google
Salary Histogram in England

Salary distribution for jobs citing Google in England over the 6 months to 19 October 2021.

Salary histogram for Google in England

Google
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Google within the England region over the 6 months to 19 October 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
London +25 3,359 £75,000 +7.14% 428
North of England +8 442 £47,500 -5.00% 166
South East -28 429 £62,500 +25.00% 88
South West +35 319 £42,500 -3.41% 47
Midlands +3 291 £50,000 -9.09% 68
North West +2 231 £45,000 -14.29% 92
West Midlands +16 219 £51,250 -6.82% 43
Yorkshire -23 186 £47,500 -5.00% 38
East of England +15 163 £40,000 -11.11% 55
East Midlands -50 71 £47,500 -32.14% 25
North East -11 25 £47,500 -11.63% 36
Google
UK

For the 6 months to 19 October 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 England region with a requirement for Google.

1 2,712 (52.78%) GCP
2 2,256 (43.91%) AWS
3 1,737 (33.81%) Azure
4 1,615 (31.43%) Agile Software Development
5 1,545 (30.07%) Python
6 1,402 (27.29%) Analytics
7 1,379 (26.84%) JavaScript
8 1,233 (24.00%) SQL
9 1,220 (23.74%) Social Skills
10 1,154 (22.46%) DevOps
11 1,087 (21.16%) Kubernetes
12 1,017 (19.79%) Software Engineering
13 956 (18.61%) Docker
14 944 (18.37%) Finance
15 910 (17.71%) React
16 904 (17.59%) Java
17 861 (16.76%) Marketing
18 857 (16.68%) Microservices
19 792 (15.41%) Problem-Solving
20 753 (14.66%) Microsoft
21 740 (14.40%) Google Analytics
22 712 (13.86%) Terraform
23 676 (13.16%) Node.js
24 665 (12.94%) Git (software)
25 656 (12.77%) Degree
26 609 (11.85%) TypeScript
27 608 (11.83%) Serverless
27 608 (11.83%) Full Stack Development
28 592 (11.52%) Analytical Skills
29 590 (11.48%) HTML

Google
Co-occurring IT Skills in England 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
1 197 (3.83%) Apache Spark
2 183 (3.56%) CMS
3 156 (3.04%) Apache
4 126 (2.45%) WordPress
5 123 (2.39%) Apache Airflow
6 109 (2.12%) Elasticsearch
7 99 (1.93%) Confluence
8 64 (1.25%) nginx
9 58 (1.13%) Apache Solr
10 49 (0.95%) IIS
11 41 (0.80%) Drupal
12 38 (0.74%) SAS
13 36 (0.70%) Tomcat
14 31 (0.60%) Cloud Foundry
15 28 (0.54%) Jupyter
16 26 (0.51%) OpenStack
16 26 (0.51%) SharePoint
17 24 (0.47%) Ethereum
18 21 (0.41%) JBoss
19 20 (0.39%) Oracle Application Server
Applications
1 165 (3.21%) Microsoft Office
2 152 (2.96%) Microsoft Excel
3 60 (1.17%) Sketch
4 48 (0.93%) Microsoft PowerPoint
4 48 (0.93%) Spreadsheet
5 47 (0.91%) InVision
6 43 (0.84%) Photoshop
7 41 (0.80%) Chatbot
8 37 (0.72%) Figma
9 31 (0.60%) Adobe XD
10 28 (0.54%) Adobe Creative Suite
11 15 (0.29%) Adobe Illustrator
12 11 (0.21%) MS Visio
13 10 (0.19%) InDesign
13 10 (0.19%) SPSS
14 9 (0.18%) Acrobat
15 8 (0.16%) Marvel
16 6 (0.12%) Microsoft Project
17 5 (0.097%) Fireworks
18 3 (0.058%) OmniGraffle
Business Applications
1 32 (0.62%) Magento
1 32 (0.62%) Shopify
2 21 (0.41%) Distributed Ledger
3 16 (0.31%) Payment Gateway
4 15 (0.29%) WebTrends
5 14 (0.27%) Dynamics CRM
5 14 (0.27%) Sentinel
6 10 (0.19%) R3 Corda
7 5 (0.097%) Eloqua
8 4 (0.078%) FastStats
8 4 (0.078%) Maximo
8 4 (0.078%) Oracle BPM
9 3 (0.058%) Oracle EBS
9 3 (0.058%) SAP Business One
9 3 (0.058%) SessionCam
10 2 (0.039%) Adobe Campaign
10 2 (0.039%) FastStats PeopleStage
10 2 (0.039%) NetSuite
10 2 (0.039%) Sprinklr
11 1 (0.019%) Unica
Cloud Services
1 2,712 (52.78%) GCP
2 2,256 (43.91%) AWS
3 1,737 (33.81%) Azure
4 740 (14.40%) Google Analytics
5 608 (11.83%) Serverless
6 365 (7.10%) GitHub
7 287 (5.59%) Power Platform
8 279 (5.43%) SaaS
9 166 (3.23%) PaaS
10 161 (3.13%) Cloud Computing
11 151 (2.94%) Microsoft 365
12 149 (2.90%) Snowflake
13 148 (2.88%) Google Ads
14 143 (2.78%) AWS Lambda
14 143 (2.78%) Firebase
15 142 (2.76%) Google Workspace
16 138 (2.69%) IaaS
17 128 (2.49%) Google Play
18 123 (2.39%) Google Data Studio
19 120 (2.34%) Google Tag Manager
Communications & Networking
1 156 (3.04%) Firewall
2 146 (2.84%) HTTP
3 131 (2.55%) Internet
4 95 (1.85%) Broadband
5 67 (1.30%) DNS
6 63 (1.23%) VPN
7 47 (0.91%) Network Security
8 43 (0.84%) TCP/IP
9 30 (0.58%) Intranet
10 29 (0.56%) DHCP
10 29 (0.56%) LAN
10 29 (0.56%) VLAN
11 28 (0.54%) MQTT
11 28 (0.54%) WAN
12 24 (0.47%) Wireless
13 23 (0.45%) NFC
14 20 (0.39%) SAN
15 19 (0.37%) IPv4
16 18 (0.35%) OSPF
16 18 (0.35%) SSH
Database & Business Intelligence
1 460 (8.95%) BigQuery
2 440 (8.56%) PostgreSQL
3 412 (8.02%) MySQL
4 398 (7.75%) SQL Server
5 387 (7.53%) Tableau
6 376 (7.32%) Big Data
7 355 (6.91%) NoSQL
8 287 (5.59%) Relational Database
9 282 (5.49%) Data Warehouse
10 263 (5.12%) Power BI
11 244 (4.75%) MongoDB
12 177 (3.44%) Hadoop
13 163 (3.17%) Amazon DynamoDB
14 150 (2.92%) Redis
15 144 (2.80%) Looker
16 126 (2.45%) Amazon Redshift
17 102 (1.99%) RDBMS
18 84 (1.63%) Blockchain
18 84 (1.63%) Data Lake
19 56 (1.09%) Amazon RDS
Development Applications
1 665 (12.94%) Git (software)
2 437 (8.51%) Jenkins
3 308 (5.99%) GitLab
4 300 (5.84%) JIRA
5 150 (2.92%) Cypress.io
6 133 (2.59%) Octopus Deploy
7 125 (2.43%) Postman
8 117 (2.28%) Team Foundation Server
9 104 (2.02%) webpack
10 98 (1.91%) CircleCI
11 97 (1.89%) Selenium
12 88 (1.71%) Bitbucket
13 82 (1.60%) Atlassian Bamboo
14 81 (1.58%) Maven
15 76 (1.48%) NUnit
16 59 (1.15%) Moq
17 51 (0.99%) gulp
17 51 (0.99%) TeamCity
18 46 (0.90%) SonarQube
18 46 (0.90%) WebDriver
General
1 1,220 (23.74%) Social Skills
2 944 (18.37%) Finance
3 861 (16.76%) Marketing
4 592 (11.52%) Analytical Skills
5 447 (8.70%) Retail
6 283 (5.51%) Advertising
7 253 (4.92%) Games
8 195 (3.80%) Presentation Skills
9 171 (3.33%) Banking
10 127 (2.47%) Inclusion and Diversity
11 115 (2.24%) Telecoms
12 102 (1.99%) Manufacturing
13 97 (1.89%) Public Sector
14 86 (1.67%) Influencing Skills
14 86 (1.67%) Publishing
15 80 (1.56%) Organisational Skills
16 79 (1.54%) Automotive
17 65 (1.27%) Legal
18 58 (1.13%) Law
19 38 (0.74%) Pharmaceutical
Job Titles
1 1,216 (23.67%) Developer
2 454 (8.84%) Software Engineer
3 395 (7.69%) Analyst
4 371 (7.22%) Architect
5 302 (5.88%) DevOps Engineer
6 263 (5.12%) Senior Developer
7 236 (4.59%) Full Stack Developer
8 212 (4.13%) Consultant
9 196 (3.81%) Cloud Engineer
9 196 (3.81%) Data Engineer
10 168 (3.27%) Front End Developer (Client-Side Developer)
11 167 (3.25%) Senior Software Engineer
12 155 (3.02%) Data Analyst
13 154 (3.00%) React Developer
14 150 (2.92%) Java Developer
15 140 (2.72%) Cloud Architect
16 116 (2.26%) JavaScript Developer
17 110 (2.14%) Solutions Architect
18 94 (1.83%) PHP Developer
19 87 (1.69%) Senior Analyst
Libraries, Frameworks & Software Standards
1 910 (17.71%) React
2 676 (13.16%) Node.js
3 590 (11.48%) HTML
4 516 (10.04%) Web Services
5 504 (9.81%) CSS
6 409 (7.96%) .NET
7 364 (7.08%) AngularJS
8 328 (6.38%) REST
9 317 (6.17%) Kafka
10 230 (4.48%) RESTful
11 220 (4.28%) .NET Core
12 210 (4.09%) Vue.js
13 208 (4.05%) GraphQL
14 206 (4.01%) Spring
15 205 (3.99%) React Native
16 188 (3.66%) Redux
17 183 (3.56%) HTML5
18 160 (3.11%) Jest
19 153 (2.98%) Spring Boot
20 140 (2.72%) JSON
Miscellaneous
1 556 (10.82%) User Experience
2 330 (6.42%) Mobile App
3 217 (4.22%) Greenfield Project
4 215 (4.18%) Social Media
5 197 (3.83%) Algorithms
5 197 (3.83%) Cloud Native
6 192 (3.74%) Public Cloud
7 187 (3.64%) Virtual Team
8 181 (3.52%) Self-Motivation
9 116 (2.26%) Management Information System
10 83 (1.62%) Hybrid Cloud
11 77 (1.50%) Data Structures
12 60 (1.17%) Marketing Technology
13 55 (1.07%) Data Centre
14 54 (1.05%) Enterprise Software
14 54 (1.05%) EPoS
15 51 (0.99%) Data Protection Act
16 46 (0.90%) Digital Media
17 42 (0.82%) Driving Licence
18 39 (0.76%) Online Games
Operating Systems
1 400 (7.79%) Linux
2 340 (6.62%) Windows
3 285 (5.55%) Android
4 231 (4.50%) Apple iOS
5 134 (2.61%) Unix
6 110 (2.14%) Windows Server
7 51 (0.99%) Windows 10
8 44 (0.86%) CentOS
9 37 (0.72%) Ubuntu
10 33 (0.64%) Windows Server 2016
11 26 (0.51%) Windows Server 2019
12 19 (0.37%) Mac OS
13 15 (0.29%) Windows Server 2012
14 14 (0.27%) VMS
15 11 (0.21%) Debian
16 10 (0.19%) Mac OS X
17 9 (0.18%) Mesosphere
17 9 (0.18%) Windows 7
18 6 (0.12%) Red Hat Enterprise Linux
18 6 (0.12%) Windows 8
Processes & Methodologies
1 1,615 (31.43%) Agile Software Development
2 1,402 (27.29%) Analytics
3 1,154 (22.46%) DevOps
4 1,017 (19.79%) Software Engineering
5 857 (16.68%) Microservices
6 792 (15.41%) Problem-Solving
7 608 (11.83%) Full Stack Development
8 577 (11.23%) Business Intelligence
9 507 (9.87%) TDD
10 490 (9.54%) Machine Learning
11 476 (9.26%) Data Science
11 476 (9.26%) E-Commerce
12 449 (8.74%) Computer Science
13 444 (8.64%) Scrum
14 425 (8.27%) Continuous Integration
15 417 (8.12%) Mentoring
16 380 (7.40%) Artificial Intelligence
17 340 (6.62%) Infrastructure as Code
17 340 (6.62%) Visualisation
18 329 (6.40%) Test Automation
Programming Languages
1 1,545 (30.07%) Python
2 1,379 (26.84%) JavaScript
3 1,233 (24.00%) SQL
4 904 (17.59%) Java
5 609 (11.85%) TypeScript
6 572 (11.13%) C#
7 370 (7.20%) Go
8 313 (6.09%) PHP
9 252 (4.90%) Bash Shell
10 236 (4.59%) Kotlin
11 217 (4.22%) Ruby
12 193 (3.76%) PowerShell
13 184 (3.58%) ES6
14 173 (3.37%) Scala
15 152 (2.96%) C++
16 134 (2.61%) C
16 134 (2.61%) R
17 56 (1.09%) Rust
18 49 (0.95%) Shell Script
19 48 (0.93%) Java 8
Qualifications
1 656 (12.77%) Degree
2 228 (4.44%) Computer Science Degree
3 109 (2.12%) Security Cleared
4 94 (1.83%) SC Cleared
5 73 (1.42%) Master's Degree
6 45 (0.88%) AWS Certification
6 45 (0.88%) Numerate Degree
7 37 (0.72%) CISSP
7 37 (0.72%) PhD
8 34 (0.66%) Microsoft Certification
9 27 (0.53%) Cisco Certification
10 19 (0.37%) CISM
11 17 (0.33%) BPSS Clearance
11 17 (0.33%) CEH
12 16 (0.31%) DBS Check
12 16 (0.31%) MBA
13 15 (0.29%) (ISC)2 CCSP
13 15 (0.29%) TOGAF Certification
14 14 (0.27%) MCSA
14 14 (0.27%) SAS Certification
Quality Assurance & Compliance
1 328 (6.38%) QA
2 119 (2.32%) GDPR
3 118 (2.30%) Accessibility
4 106 (2.06%) Data Quality
5 56 (1.09%) ISO/IEC 27001
6 29 (0.56%) NIST
7 23 (0.45%) Cyber Essentials
8 19 (0.37%) PCI DSS
9 15 (0.29%) SLA
10 12 (0.23%) WAI
11 8 (0.16%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 7 (0.14%) Actionable Recommendations
12 7 (0.14%) PMO
13 6 (0.12%) COBIT
13 6 (0.12%) ISO 15022
13 6 (0.12%) ISO 20022
14 5 (0.097%) SOC 2
15 4 (0.078%) ISO 9001
16 3 (0.058%) ISO 13485
16 3 (0.058%) NCSC
System Software
1 956 (18.61%) Docker
2 164 (3.19%) Active Directory
3 94 (1.83%) VMware Infrastructure
4 61 (1.19%) Hyper-V
5 36 (0.70%) VirtualBox
6 33 (0.64%) Virtual Machines
7 21 (0.41%) Varnish
8 20 (0.39%) VMware ESXi
9 11 (0.21%) KVM
10 7 (0.14%) Ceph
10 7 (0.14%) Oracle RAC
11 6 (0.12%) Citrix Hypervisor
11 6 (0.12%) Virtual Servers
12 5 (0.097%) Snort
12 5 (0.097%) Squid
13 4 (0.078%) iptables
13 4 (0.078%) vSphere
14 3 (0.058%) Apache Flume
14 3 (0.058%) Apache ZooKeeper
14 3 (0.058%) Virtual Desktop
Systems Management
1 1,087 (21.16%) Kubernetes
2 712 (13.86%) Terraform
3 309 (6.01%) Ansible
4 185 (3.60%) Grafana
5 179 (3.48%) Puppet
6 159 (3.09%) Opscode Chef
7 124 (2.41%) Prometheus
8 50 (0.97%) Docker Swarm
9 49 (0.95%) Istio
10 43 (0.84%) Single Sign-On
11 26 (0.51%) ZABBIX
12 24 (0.47%) Kibana
12 24 (0.47%) Salt
13 22 (0.43%) Jamf Pro
14 21 (0.41%) Packer
15 20 (0.39%) Kubeflow
15 20 (0.39%) SCCM
16 19 (0.37%) Microsoft Intune
17 18 (0.35%) Cobbler
17 18 (0.35%) Rancher
Vendors
1 753 (14.66%) Microsoft
2 251 (4.89%) Adobe
3 211 (4.11%) Oracle
4 209 (4.07%) Apple
5 194 (3.78%) Salesforce.com
6 146 (2.84%) Facebook
7 138 (2.69%) VMware
8 137 (2.67%) SAP
9 131 (2.55%) IBM
10 76 (1.48%) Red Hat
11 61 (1.19%) Splunk
12 56 (1.09%) Databricks
13 48 (0.93%) Cloudera
13 48 (0.93%) Hortonworks
14 44 (0.86%) Informatica
15 41 (0.80%) Cisco
16 37 (0.72%) Talend
17 31 (0.60%) Atlassian
17 31 (0.60%) Optimizely
18 30 (0.58%) Meraki