Period
to 21 January 2022

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 21 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
UK > England
6 months to
21 Jan 2022
Same period 2021 Same period 2020
Rank 67 93 102
Rank change year-on-year +26 +9 +5
Permanent jobs citing Google 4,742 1,934 3,547
As % of all permanent jobs advertised in England 4.26% 3.40% 3.04%
As % of the Vendors category 10.94% 9.00% 7.30%
Number of salaries quoted 2,821 1,560 2,825
10th Percentile £36,750 £32,500 £32,500
25th Percentile £47,500 £43,688 £42,500
Median annual salary (50th Percentile) £67,500 £62,500 £60,000
Median % change year-on-year +8.00% +4.17% -
75th Percentile £87,500 £77,500 £85,000
90th Percentile £105,000 £105,000 £104,000
UK median annual salary £67,500 £60,000 £60,000
% change year-on-year +12.50% - -

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 43,356 21,488 48,593
As % of all permanent IT jobs advertised in England 38.95% 37.75% 41.60%
Number of salaries quoted 28,581 17,205 37,835
10th Percentile £30,000 £31,250 £27,500
25th Percentile £40,000 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -
75th Percentile £73,750 £71,250 £68,750
90th Percentile £90,000 £85,000 £85,000
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 21 January 2022.

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 21 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
Jobs
London +10 3,129 £75,000 +11.11% 361
North of England +23 459 £50,000 - 126
South East -29 416 £60,000 +23.08% 52
Midlands -16 270 £55,000 - 73
North West +34 220 £45,000 -5.26% 66
South West +7 214 £52,500 +16.67% 44
Yorkshire +20 211 £55,000 +10.00% 47
West Midlands +4 187 £55,000 -12.00% 49
East of England +18 163 £42,500 +6.25% 53
East Midlands -39 81 £55,000 +46.67% 24
North East -17 28 £31,250 -33.31% 13
South Coast - 3 - -
Google
UK

For the 6 months to 21 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 England region with a requirement for Google.

1 2,528 (53.31%) GCP
2 2,010 (42.39%) AWS
3 1,669 (35.20%) Agile Software Development
4 1,635 (34.48%) Azure
5 1,537 (32.41%) Python
6 1,422 (29.99%) Analytics
7 1,313 (27.69%) JavaScript
8 1,173 (24.74%) Kubernetes
9 1,142 (24.08%) SQL
10 1,124 (23.70%) Social Skills
11 1,014 (21.38%) DevOps
12 987 (20.81%) Docker
13 970 (20.46%) Finance
14 932 (19.65%) CI/CD
15 910 (19.19%) Java
16 895 (18.87%) Problem-Solving
17 884 (18.64%) Software Engineering
18 848 (17.88%) React
19 796 (16.79%) Marketing
20 756 (15.94%) Microsoft
21 729 (15.37%) Google Analytics
22 721 (15.20%) Microservices
23 658 (13.88%) Git (software)
24 648 (13.67%) Terraform
25 643 (13.56%) Node.js
26 604 (12.74%) Data Science
27 585 (12.34%) TypeScript
28 580 (12.23%) Degree
29 559 (11.79%) Analytical Skills
30 556 (11.73%) User Experience

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
1 223 (4.70%) Apache Spark
2 194 (4.09%) CMS
3 164 (3.46%) Apache
4 148 (3.12%) WordPress
5 132 (2.78%) Elasticsearch
6 105 (2.21%) Apache Airflow
7 93 (1.96%) Confluence
8 89 (1.88%) SharePoint
9 58 (1.22%) IIS
10 57 (1.20%) nginx
11 46 (0.97%) SAS
12 44 (0.93%) Apache Solr
13 42 (0.89%) Drupal
14 33 (0.70%) Jupyter
15 30 (0.63%) Tomcat
16 26 (0.55%) Ethereum
17 23 (0.49%) Cloud Foundry
18 22 (0.46%) OpenStack
19 15 (0.32%) JBoss
20 14 (0.30%) Sitecore CMS
Applications
1 210 (4.43%) Microsoft Office
2 175 (3.69%) Microsoft Excel
3 51 (1.08%) Microsoft PowerPoint
4 41 (0.86%) Adobe Creative Suite
4 41 (0.86%) Photoshop
5 39 (0.82%) Sketch
6 33 (0.70%) Spreadsheet
7 32 (0.67%) Chatbot
8 22 (0.46%) SPSS
9 18 (0.38%) InVision
10 17 (0.36%) Adobe Illustrator
11 12 (0.25%) Adobe XD
12 10 (0.21%) MS Visio
13 5 (0.11%) Adobe Premiere
13 5 (0.11%) Marvel
13 5 (0.11%) UserZoom
14 4 (0.084%) InDesign
15 3 (0.063%) Acrobat
15 3 (0.063%) Microsoft Project
16 2 (0.042%) OmniGraffle
Business Applications
1 59 (1.24%) Magento
2 29 (0.61%) Distributed Ledger
3 16 (0.34%) Shopify
4 12 (0.25%) Salesforce.com CRM
5 11 (0.23%) Dynamics CRM
6 10 (0.21%) R3 Corda
7 8 (0.17%) Payment Gateway
8 6 (0.13%) Sentinel
9 4 (0.084%) WebTrends
10 3 (0.063%) Eloqua
10 3 (0.063%) SAP Business One
10 3 (0.063%) Sprinklr
11 2 (0.042%) FastStats
11 2 (0.042%) NetSuite
12 1 (0.021%) Misys Midas
12 1 (0.021%) OpenCart
12 1 (0.021%) Oracle Retail
12 1 (0.021%) SAP CRM
12 1 (0.021%) SAP ERP
12 1 (0.021%) SAP Hybris
Cloud Services
1 2,528 (53.31%) GCP
2 2,010 (42.39%) AWS
3 1,635 (34.48%) Azure
4 729 (15.37%) Google Analytics
5 417 (8.79%) Serverless
6 341 (7.19%) Power Platform
7 330 (6.96%) GitHub
8 233 (4.91%) SaaS
9 194 (4.09%) Microsoft 365
10 147 (3.10%) Google Tag Manager
11 146 (3.08%) PaaS
12 145 (3.06%) Google Play
13 140 (2.95%) Cloud Computing
14 135 (2.85%) Firebase
15 131 (2.76%) Google Workspace
16 126 (2.66%) Google Ads
17 121 (2.55%) IaaS
18 118 (2.49%) Snowflake
19 112 (2.36%) Adobe Analytics
20 110 (2.32%) Google Data Studio
Communications & Networking
1 130 (2.74%) Firewall
2 126 (2.66%) HTTP
3 107 (2.26%) Broadband
4 82 (1.73%) Internet
5 79 (1.67%) DNS
6 49 (1.03%) TCP/IP
7 47 (0.99%) Network Security
8 46 (0.97%) VPN
9 35 (0.74%) MQTT
10 33 (0.70%) DHCP
11 32 (0.67%) VoIP
12 28 (0.59%) NFC
12 28 (0.59%) WAN
13 27 (0.57%) LAN
14 19 (0.40%) WebEx
14 19 (0.40%) Wi-Fi
15 18 (0.38%) VLAN
16 15 (0.32%) Wireless
17 13 (0.27%) PPP
18 10 (0.21%) Cisco IOS
Database & Business Intelligence
1 447 (9.43%) MySQL
2 417 (8.79%) BigQuery
3 389 (8.20%) PostgreSQL
4 377 (7.95%) Big Data
5 343 (7.23%) NoSQL
6 333 (7.02%) Tableau
7 329 (6.94%) SQL Server
8 270 (5.69%) Power BI
9 262 (5.53%) Data Warehouse
10 249 (5.25%) MongoDB
11 220 (4.64%) Relational Database
12 188 (3.96%) Hadoop
13 169 (3.56%) Looker
14 143 (3.02%) Redis
15 134 (2.83%) Amazon DynamoDB
16 103 (2.17%) Amazon Redshift
17 89 (1.88%) Blockchain
17 89 (1.88%) RDBMS
18 75 (1.58%) Data Lake
19 59 (1.24%) Flink
Development Applications
1 658 (13.88%) Git (software)
2 376 (7.93%) Jenkins
3 295 (6.22%) JIRA
4 251 (5.29%) GitLab
5 176 (3.71%) Octopus Deploy
6 156 (3.29%) Team Foundation Server
7 155 (3.27%) Cypress.io
8 141 (2.97%) Postman
9 102 (2.15%) NUnit
10 97 (2.05%) Moq
11 90 (1.90%) Bitbucket
12 88 (1.86%) TeamCity
13 87 (1.83%) webpack
14 83 (1.75%) CircleCI
15 79 (1.67%) Maven
16 71 (1.50%) Atlassian Bamboo
17 70 (1.48%) Selenium
18 49 (1.03%) gulp
19 43 (0.91%) Mercurial
20 38 (0.80%) Storybook
General
1 1,124 (23.70%) Social Skills
2 970 (20.46%) Finance
3 796 (16.79%) Marketing
4 559 (11.79%) Analytical Skills
5 486 (10.25%) Retail
6 236 (4.98%) Games
7 216 (4.56%) Advertising
8 213 (4.49%) Inclusion and Diversity
9 145 (3.06%) Presentation Skills
10 136 (2.87%) Telecoms
11 135 (2.85%) Banking
12 133 (2.80%) Manufacturing
13 89 (1.88%) Public Sector
14 74 (1.56%) Automotive
15 73 (1.54%) Influencing Skills
16 67 (1.41%) Organisational Skills
17 63 (1.33%) Publishing
18 58 (1.22%) Pharmaceutical
19 55 (1.16%) Documentation Skills
20 50 (1.05%) Legal
Job Titles
1 1,123 (23.68%) Developer
2 416 (8.77%) Software Engineer
3 379 (7.99%) Analyst
4 351 (7.40%) Architect
5 283 (5.97%) Senior Developer
6 275 (5.80%) DevOps Engineer
7 243 (5.12%) Consultant
8 215 (4.53%) Cloud Engineer
9 213 (4.49%) Data Engineer
10 188 (3.96%) Full Stack Developer
11 167 (3.52%) Senior Software Engineer
12 163 (3.44%) Java Developer
13 160 (3.37%) Cloud Architect
13 160 (3.37%) Data Analyst
14 136 (2.87%) Front End Developer (Client-Side Developer)
15 117 (2.47%) React Developer
16 108 (2.28%) Applications Developer
17 101 (2.13%) JavaScript Developer
18 95 (2.00%) Android Developer
19 92 (1.94%) Azure Engineer
Libraries, Frameworks & Software Standards
1 848 (17.88%) React
2 643 (13.56%) Node.js
3 526 (11.09%) HTML
4 473 (9.97%) CSS
5 385 (8.12%) .NET
6 373 (7.87%) Kafka
7 327 (6.90%) REST
8 308 (6.50%) AngularJS
9 279 (5.88%) RESTful
10 224 (4.72%) Vue.js
11 211 (4.45%) Web Services
12 197 (4.15%) React Native
13 192 (4.05%) Spring
14 166 (3.50%) .NET Core
15 164 (3.46%) GraphQL
16 160 (3.37%) Spring Boot
17 158 (3.33%) JSON
18 146 (3.08%) HTML5
19 144 (3.04%) Jest
20 135 (2.85%) Sass
Miscellaneous
1 556 (11.73%) User Experience
2 324 (6.83%) Mobile App
3 217 (4.58%) Public Cloud
4 199 (4.20%) Greenfield Project
5 176 (3.71%) Social Media
6 174 (3.67%) Cloud Native
7 161 (3.40%) Self-Motivation
8 150 (3.16%) Algorithms
9 122 (2.57%) Virtual Team
10 99 (2.09%) Management Information System
11 61 (1.29%) Enterprise Software
12 59 (1.24%) Handset
12 59 (1.24%) Hybrid Cloud
13 57 (1.20%) Data Structures
14 54 (1.14%) EPoS
15 42 (0.89%) Data Centre
15 42 (0.89%) Marketing Technology
16 41 (0.86%) Blog
17 39 (0.82%) Enterprise Cloud
18 38 (0.80%) Life Science
Operating Systems
1 408 (8.60%) Linux
2 389 (8.20%) Windows
3 279 (5.88%) Android
4 212 (4.47%) Apple iOS
5 117 (2.47%) Unix
6 101 (2.13%) Windows 10
7 92 (1.94%) Windows Server
8 25 (0.53%) Mac OS
9 21 (0.44%) CentOS
9 21 (0.44%) Debian
10 20 (0.42%) Ubuntu
11 17 (0.36%) Windows Server 2016
12 15 (0.32%) Mac OS X
13 13 (0.27%) Windows Server 2019
14 11 (0.23%) Embedded Linux
14 11 (0.23%) Windows Server 2012
15 8 (0.17%) Red Hat Enterprise Linux
16 7 (0.15%) VMS
17 4 (0.084%) Mesosphere
18 3 (0.063%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,669 (35.20%) Agile Software Development
2 1,422 (29.99%) Analytics
3 1,014 (21.38%) DevOps
4 932 (19.65%) CI/CD
5 895 (18.87%) Problem-Solving
6 884 (18.64%) Software Engineering
7 721 (15.20%) Microservices
8 604 (12.74%) Data Science
9 521 (10.99%) Business Intelligence
10 509 (10.73%) Full Stack Development
11 462 (9.74%) TDD
12 459 (9.68%) Scrum
13 440 (9.28%) Mentoring
14 433 (9.13%) Computer Science
15 429 (9.05%) Machine Learning
16 427 (9.00%) Artificial Intelligence
17 391 (8.25%) Continuous Integration
18 378 (7.97%) E-Commerce
19 350 (7.38%) Test Automation
20 348 (7.34%) Infrastructure as Code
Programming Languages
1 1,537 (32.41%) Python
2 1,313 (27.69%) JavaScript
3 1,142 (24.08%) SQL
4 910 (19.19%) Java
5 585 (12.34%) TypeScript
6 517 (10.90%) C#
7 321 (6.77%) PHP
8 296 (6.24%) Go
9 283 (5.97%) Kotlin
10 237 (5.00%) Bash
11 210 (4.43%) Ruby
12 175 (3.69%) Scala
13 149 (3.14%) PowerShell
14 134 (2.83%) R
15 132 (2.78%) ES6
16 105 (2.21%) C++
17 83 (1.75%) Shell Script
18 78 (1.64%) C
19 59 (1.24%) Rust
20 54 (1.14%) Apple Swift
Qualifications
1 580 (12.23%) Degree
2 206 (4.34%) Computer Science Degree
3 103 (2.17%) Security Cleared
4 90 (1.90%) SC Cleared
5 47 (0.99%) AWS Certification
6 37 (0.78%) Master's Degree
7 36 (0.76%) Cisco Certification
8 31 (0.65%) Numerate Degree
9 29 (0.61%) (ISC)2 CCSP
9 29 (0.61%) CISSP
9 29 (0.61%) Microsoft Certification
10 24 (0.51%) PhD
11 22 (0.46%) DBS Check
12 18 (0.38%) BPSS Clearance
13 15 (0.32%) CESG Certified Professional
14 14 (0.30%) SAS Certification
15 11 (0.23%) CEH
15 11 (0.23%) GIAC
15 11 (0.23%) MCSE
16 10 (0.21%) MCSA
Quality Assurance & Compliance
1 286 (6.03%) QA
2 114 (2.40%) Data Quality
3 103 (2.17%) Accessibility
4 97 (2.05%) GDPR
5 59 (1.24%) ISO/IEC 27001
6 38 (0.80%) NIST
7 21 (0.44%) Cyber Essentials
8 18 (0.38%) SLA
9 16 (0.34%) NCSC
10 15 (0.32%) GxP
10 15 (0.32%) IASME
10 15 (0.32%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 14 (0.30%) SOC 2
12 12 (0.25%) PCI DSS
13 7 (0.15%) WAI
14 6 (0.13%) COBIT
15 5 (0.11%) Sarbanes-Oxley
16 4 (0.084%) Actionable Recommendations
16 4 (0.084%) ISO 9001
17 3 (0.063%) PMO
System Software
1 987 (20.81%) Docker
2 195 (4.11%) Active Directory
3 137 (2.89%) VMware Infrastructure
4 73 (1.54%) VMware ESXi
5 51 (1.08%) Hyper-V
5 51 (1.08%) Virtual Desktop
6 29 (0.61%) Virtual Machines
7 24 (0.51%) Varnish
8 14 (0.30%) VirtualBox
9 10 (0.21%) KVM
9 10 (0.21%) vSphere
10 7 (0.15%) Apache ZooKeeper
11 5 (0.11%) Apache Flume
12 4 (0.084%) Citrix Hypervisor
12 4 (0.084%) NFS
12 4 (0.084%) VMware NSX
13 3 (0.063%) Virtual Servers
13 3 (0.063%) Xen
14 2 (0.042%) Ceph
14 2 (0.042%) iptables
Systems Management
1 1,173 (24.74%) Kubernetes
2 648 (13.67%) Terraform
3 354 (7.47%) Ansible
4 211 (4.45%) Opscode Chef
5 207 (4.37%) Puppet
6 201 (4.24%) Grafana
7 84 (1.77%) Prometheus
8 53 (1.12%) Istio
8 53 (1.12%) Single Sign-On
9 51 (1.08%) Cobbler
10 27 (0.57%) Kibana
11 24 (0.51%) Jamf Pro
11 24 (0.51%) ZABBIX
12 20 (0.42%) Packer
12 20 (0.42%) SCCM
13 19 (0.40%) CASB
13 19 (0.40%) HAProxy
13 19 (0.40%) logstash
13 19 (0.40%) Opsgenie
13 19 (0.40%) Pingdom
Vendors
1 756 (15.94%) Microsoft
2 247 (5.21%) Adobe
3 200 (4.22%) Salesforce.com
4 190 (4.01%) Oracle
5 183 (3.86%) VMware
6 173 (3.65%) Apple
7 127 (2.68%) SAP
8 115 (2.43%) Facebook
9 91 (1.92%) Citrix
10 89 (1.88%) IBM
11 66 (1.39%) Red Hat
12 55 (1.16%) SaltStack
13 53 (1.12%) Databricks
14 42 (0.89%) Splunk
15 40 (0.84%) Informatica
16 38 (0.80%) Atlassian
17 37 (0.78%) Cisco
18 35 (0.74%) Cloudera
18 35 (0.74%) Pardot
19 33 (0.70%) Tealium