Period
to 26 July 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 26 July 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
26 Jul 2021
Same period 2020 Same period 2019
Rank 64 100 108
Rank change year-on-year +36 +8 0
Permanent jobs citing Google 4,417 2,031 4,159
As % of all permanent jobs advertised in England 4.43% 3.12% 3.10%
As % of the Vendors category 11.63% 7.76% 7.41%
Number of salaries quoted 2,430 1,629 3,195
10th Percentile £32,500 £37,000 £32,500
25th Percentile £44,250 £47,500 £42,500
Median annual salary (50th Percentile) £62,500 £65,000 £60,000
Median % change year-on-year -3.85% +8.33% +20.00%
75th Percentile £82,500 £90,000 £80,000
90th Percentile £97,500 £115,000 £96,550
UK 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 England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 37,992 26,182 56,114
As % of all permanent IT jobs advertised in England 38.09% 40.22% 41.79%
Number of salaries quoted 26,001 20,550 43,875
10th Percentile £30,750 £30,500 £27,500
25th Percentile £39,750 £40,000 £36,250
Median annual salary (50th Percentile) £54,500 £53,000 £50,000
Median % change year-on-year +2.83% +6.00% -
75th Percentile £72,500 £71,250 £67,500
90th Percentile £87,500 £87,500 £82,500
UK median annual salary £54,000 £52,500 £50,000
% change year-on-year +2.86% +5.00% +2.04%

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 26 July 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 26 July 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 +16 2,802 £75,000 - 408
South East +19 438 £55,000 -4.35% 87
North of England +14 365 £47,500 -5.00% 163
South West +59 313 £42,500 -19.05% 53
Midlands -18 212 £48,500 -11.82% 82
North West +15 206 £50,000 -9.09% 86
West Midlands +15 162 £50,000 -4.76% 58
Yorkshire +2 143 £47,500 - 58
East of England +21 138 £42,500 -22.73% 37
East Midlands -60 46 £42,500 -32.00% 24
North East -1 16 £45,000 -18.18% 19
Google
UK

For the 6 months to 26 July 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 2,393 (54.18%) GCP
2 2,121 (48.02%) AWS
3 1,606 (36.36%) Azure
4 1,372 (31.06%) Agile Software Development
5 1,305 (29.54%) Python
6 1,118 (25.31%) Analytics
7 1,104 (24.99%) JavaScript
8 1,063 (24.07%) DevOps
9 1,045 (23.66%) SQL
10 1,001 (22.66%) Social Skills
11 918 (20.78%) Kubernetes
12 876 (19.83%) Docker
13 865 (19.58%) Software Engineering
14 803 (18.18%) Finance
15 769 (17.41%) Microservices
16 767 (17.36%) Marketing
17 747 (16.91%) Java
18 720 (16.30%) React
19 689 (15.60%) Microsoft
20 648 (14.67%) Terraform
21 607 (13.74%) Problem-Solving
22 580 (13.13%) Git (software)
23 567 (12.84%) Degree
24 563 (12.75%) Google Analytics
25 552 (12.50%) Serverless
26 547 (12.38%) Node.js
27 515 (11.66%) HTML
28 486 (11.00%) Business Intelligence
29 479 (10.84%) TypeScript
30 474 (10.73%) Analytical Skills

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
1 220 (4.98%) Apache Spark
2 146 (3.31%) Apache
2 146 (3.31%) Apache Airflow
3 134 (3.03%) CMS
4 105 (2.38%) WordPress
5 102 (2.31%) Confluence
5 102 (2.31%) Elasticsearch
6 45 (1.02%) Drupal
7 40 (0.91%) nginx
8 35 (0.79%) SharePoint
9 34 (0.77%) SAS
10 32 (0.72%) Apache Solr
11 29 (0.66%) Cloud Foundry
12 20 (0.45%) OpenStack
12 20 (0.45%) Oracle Application Server
13 19 (0.43%) MS Exchange
14 18 (0.41%) Tomcat
15 17 (0.38%) IIS
16 14 (0.32%) Traefik
17 12 (0.27%) Luigi
Applications
1 116 (2.63%) Microsoft Office
2 113 (2.56%) Microsoft Excel
3 65 (1.47%) Sketch
4 54 (1.22%) Photoshop
5 51 (1.15%) InVision
6 34 (0.77%) Spreadsheet
7 32 (0.72%) Figma
8 30 (0.68%) Microsoft PowerPoint
9 29 (0.66%) Adobe XD
10 25 (0.57%) Adobe Illustrator
11 24 (0.54%) Chatbot
12 21 (0.48%) Adobe Creative Suite
13 13 (0.29%) SPSS
14 10 (0.23%) InDesign
14 10 (0.23%) Marvel
15 9 (0.20%) Fireworks
15 9 (0.20%) MS Visio
16 6 (0.14%) Acrobat
16 6 (0.14%) Microsoft Project
17 3 (0.068%) AutoCAD
Business Applications
1 40 (0.91%) Shopify
2 39 (0.88%) Magento
3 21 (0.48%) Sentinel
4 15 (0.34%) WebTrends
5 11 (0.25%) Payment Gateway
6 8 (0.18%) Dynamics CRM
7 6 (0.14%) Eloqua
8 4 (0.091%) Distributed Ledger
8 4 (0.091%) Maximo
8 4 (0.091%) Oracle BPM
9 3 (0.068%) Oracle EBS
9 3 (0.068%) SessionCam
10 2 (0.045%) Adobe Campaign
10 2 (0.045%) FastStats
10 2 (0.045%) FastStats PeopleStage
11 1 (0.023%) Dynamics AX
11 1 (0.023%) Eikon
11 1 (0.023%) Infor SunSystems
11 1 (0.023%) Raiser's Edge
11 1 (0.023%) Yoast SEO
Cloud Services
1 2,393 (54.18%) GCP
2 2,121 (48.02%) AWS
3 1,606 (36.36%) Azure
4 563 (12.75%) Google Analytics
5 552 (12.50%) Serverless
6 263 (5.95%) GitHub
7 261 (5.91%) SaaS
8 192 (4.35%) Power Platform
9 190 (4.30%) PaaS
10 155 (3.51%) Microsoft 365
11 150 (3.40%) Snowflake
12 148 (3.35%) IaaS
13 147 (3.33%) Cloud Functions
14 145 (3.28%) AWS Lambda
15 141 (3.19%) Google Workspace
16 139 (3.15%) Firebase
17 129 (2.92%) Cloud Computing
18 117 (2.65%) Google Play
19 112 (2.54%) Google Ads
20 100 (2.26%) IBM Cloud
Communications & Networking
1 166 (3.76%) Firewall
2 141 (3.19%) Internet
3 108 (2.45%) HTTP
4 70 (1.58%) VPN
5 67 (1.52%) DNS
6 46 (1.04%) TCP/IP
7 39 (0.88%) VLAN
8 38 (0.86%) Network Security
9 37 (0.84%) IPv4
9 37 (0.84%) LAN
10 36 (0.82%) Intranet
11 35 (0.79%) Broadband
11 35 (0.79%) OSPF
12 33 (0.75%) DHCP
12 33 (0.75%) WAN
13 26 (0.59%) Wi-Fi
13 26 (0.59%) Wireless
14 18 (0.41%) Intrusion Detection
14 18 (0.41%) Wireshark
15 17 (0.38%) SSH
Database & Business Intelligence
1 397 (8.99%) BigQuery
2 367 (8.31%) Big Data
3 350 (7.92%) PostgreSQL
4 343 (7.77%) NoSQL
5 315 (7.13%) MySQL
6 307 (6.95%) SQL Server
7 277 (6.27%) Tableau
8 241 (5.46%) Relational Database
9 240 (5.43%) Data Warehouse
10 211 (4.78%) MongoDB
11 177 (4.01%) Hadoop
12 165 (3.74%) Power BI
13 158 (3.58%) Amazon Redshift
14 142 (3.21%) Amazon DynamoDB
15 97 (2.20%) Neo4j
16 92 (2.08%) Amazon Athena
16 92 (2.08%) Redis
17 91 (2.06%) Looker
18 68 (1.54%) Electronic Patient Records
19 60 (1.36%) SQL Server Integration Services
Development Applications
1 580 (13.13%) Git (software)
2 440 (9.96%) Jenkins
3 242 (5.48%) JIRA
4 174 (3.94%) GitLab
5 97 (2.20%) Atlassian Bamboo
6 90 (2.04%) webpack
7 87 (1.97%) Vagrant
8 76 (1.72%) Maven
9 75 (1.70%) Bitbucket
10 72 (1.63%) CircleCI
11 66 (1.49%) Cypress.io
12 60 (1.36%) Selenium
13 49 (1.11%) gulp
14 48 (1.09%) Postman
15 47 (1.06%) TeamCity
16 42 (0.95%) JUnit
17 40 (0.91%) Octopus Deploy
18 35 (0.79%) Grunt
19 32 (0.72%) Travis CI
20 31 (0.70%) Mocha
General
1 1,001 (22.66%) Social Skills
2 803 (18.18%) Finance
3 767 (17.36%) Marketing
4 474 (10.73%) Analytical Skills
5 338 (7.65%) Retail
6 228 (5.16%) Banking
7 227 (5.14%) Advertising
8 208 (4.71%) Games
9 141 (3.19%) Public Sector
10 138 (3.12%) Presentation Skills
11 127 (2.88%) Manufacturing
12 122 (2.76%) Telecoms
13 89 (2.01%) Electronics
14 87 (1.97%) Inclusion and Diversity
15 85 (1.92%) Publishing
16 71 (1.61%) Organisational Skills
17 62 (1.40%) Automotive
18 56 (1.27%) Influencing Skills
19 53 (1.20%) Law
20 47 (1.06%) Legal
Job Titles
1 1,088 (24.63%) Developer
2 375 (8.49%) Architect
3 372 (8.42%) Software Engineer
4 302 (6.84%) Analyst
5 246 (5.57%) Senior Developer
6 243 (5.50%) DevOps Engineer
7 224 (5.07%) Data Engineer
8 221 (5.00%) Cloud Engineer
9 219 (4.96%) Full Stack Developer
10 162 (3.67%) Java Developer
11 131 (2.97%) Cloud Architect
12 129 (2.92%) Consultant
13 128 (2.90%) Front End Developer (Client-Side Developer)
14 119 (2.69%) Senior Software Engineer
15 118 (2.67%) React Developer
16 112 (2.54%) Solutions Architect
17 109 (2.47%) Platform Engineer
18 103 (2.33%) Data Architect
19 99 (2.24%) Data Analyst
20 98 (2.22%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 720 (16.30%) React
2 547 (12.38%) Node.js
3 515 (11.66%) HTML
4 454 (10.28%) Web Services
5 447 (10.12%) CSS
6 371 (8.40%) AngularJS
7 312 (7.06%) REST
8 279 (6.32%) .NET
9 218 (4.94%) Kafka
10 206 (4.66%) RESTful
11 204 (4.62%) GraphQL
12 198 (4.48%) Spring
13 194 (4.39%) Redux
14 172 (3.89%) HTML5
15 167 (3.78%) .NET Core
16 166 (3.76%) Vue.js
17 147 (3.33%) React Native
18 132 (2.99%) Spring Boot
19 109 (2.47%) JSON
20 103 (2.33%) Jest
Miscellaneous
1 413 (9.35%) User Experience
2 288 (6.52%) Mobile App
3 205 (4.64%) Public Cloud
4 191 (4.32%) Cloud Native
5 159 (3.60%) Social Media
6 158 (3.58%) Virtual Team
7 156 (3.53%) Greenfield Project
8 125 (2.83%) Algorithms
9 119 (2.69%) Self-Motivation
10 116 (2.63%) Management Information System
11 89 (2.01%) Hybrid Cloud
12 70 (1.58%) Data Centre
13 54 (1.22%) Blog
14 51 (1.15%) Driving Licence
15 48 (1.09%) Data Structures
16 44 (1.00%) Linux Command Line
17 43 (0.97%) Digital Media
18 41 (0.93%) Internet of Things
19 39 (0.88%) Data Protection Act
19 39 (0.88%) iPad
Operating Systems
1 426 (9.64%) Linux
2 313 (7.09%) Windows
3 250 (5.66%) Android
4 191 (4.32%) Apple iOS
5 122 (2.76%) Windows Server
6 112 (2.54%) Unix
7 51 (1.15%) Ubuntu
8 50 (1.13%) CentOS
9 49 (1.11%) Windows Server 2016
10 47 (1.06%) Windows 10
11 24 (0.54%) Mac OS
12 23 (0.52%) Red Hat Enterprise Linux
13 17 (0.38%) Windows 7
13 17 (0.38%) Windows Server 2019
14 16 (0.36%) Windows Server 2012
15 11 (0.25%) Mac OS X
16 9 (0.20%) Embedded Linux
16 9 (0.20%) Kali Linux
16 9 (0.20%) VMS
17 8 (0.18%) Windows Server 2008
Processes & Methodologies
1 1,372 (31.06%) Agile Software Development
2 1,118 (25.31%) Analytics
3 1,063 (24.07%) DevOps
4 865 (19.58%) Software Engineering
5 769 (17.41%) Microservices
6 607 (13.74%) Problem-Solving
7 486 (11.00%) Business Intelligence
8 426 (9.64%) Continuous Integration
9 418 (9.46%) E-Commerce
10 414 (9.37%) Computer Science
11 406 (9.19%) Machine Learning
12 384 (8.69%) TDD
13 371 (8.40%) Data Science
14 363 (8.22%) Artificial Intelligence
15 361 (8.17%) Scrum
16 340 (7.70%) Mentoring
17 320 (7.24%) Digital Marketing
18 306 (6.93%) ETL
19 286 (6.47%) Visualisation
20 281 (6.36%) Infrastructure as Code
Programming Languages
1 1,305 (29.54%) Python
2 1,104 (24.99%) JavaScript
3 1,045 (23.66%) SQL
4 747 (16.91%) Java
5 479 (10.84%) TypeScript
6 427 (9.67%) C#
7 322 (7.29%) Go
8 284 (6.43%) PHP
9 237 (5.37%) Bash Shell
10 214 (4.84%) PowerShell
11 183 (4.14%) Kotlin
12 164 (3.71%) C++
13 162 (3.67%) ES6
14 161 (3.65%) Ruby
15 156 (3.53%) Scala
16 134 (3.03%) C
17 89 (2.01%) R
18 68 (1.54%) Java 8
19 54 (1.22%) T-SQL
20 49 (1.11%) Groovy
Qualifications
1 567 (12.84%) Degree
2 179 (4.05%) Computer Science Degree
3 101 (2.29%) Security Cleared
4 86 (1.95%) Master's Degree
5 85 (1.92%) SC Cleared
6 44 (1.00%) Numerate Degree
7 43 (0.97%) Microsoft Certification
8 33 (0.75%) AWS Certification
8 33 (0.75%) CISSP
9 29 (0.66%) PhD
10 23 (0.52%) CISM
11 22 (0.50%) DBS Check
12 21 (0.48%) MBA
13 19 (0.43%) Cisco Certification
13 19 (0.43%) TOGAF Certification
14 18 (0.41%) OCP
14 18 (0.41%) Oracle Certification
15 13 (0.29%) (ISC)2 CCSP
16 11 (0.25%) ISTQB
17 10 (0.23%) PMI Certification
Quality Assurance & Compliance
1 229 (5.18%) QA
2 112 (2.54%) GDPR
3 103 (2.33%) Accessibility
4 50 (1.13%) ISO/IEC 27001
5 49 (1.11%) Data Quality
6 20 (0.45%) PCI DSS
7 17 (0.38%) Actionable Recommendations
7 17 (0.38%) NIST
8 12 (0.27%) Cyber Essentials
9 9 (0.20%) SLA
9 9 (0.20%) WAI
10 8 (0.18%) GRC
11 6 (0.14%) ISO 15022
11 6 (0.14%) ISO 20022
12 5 (0.11%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 5 (0.11%) PMO
12 5 (0.11%) WCAG
13 4 (0.091%) Basel III
14 3 (0.068%) ISO 22301
14 3 (0.068%) SOC 2
System Software
1 876 (19.83%) Docker
2 160 (3.62%) Active Directory
3 99 (2.24%) VMware Infrastructure
4 76 (1.72%) VirtualBox
5 47 (1.06%) Hyper-V
6 30 (0.68%) VMware ESXi
7 24 (0.54%) Virtual Machines
8 19 (0.43%) Oracle RAC
9 10 (0.23%) Firmware
9 10 (0.23%) Virtual Servers
10 9 (0.20%) HDFS
10 9 (0.20%) vSphere
11 8 (0.18%) Apache Flume
11 8 (0.18%) Snort
11 8 (0.18%) Squid
12 7 (0.16%) Microsoft Virtual Server
13 6 (0.14%) Ceph
13 6 (0.14%) KVM
13 6 (0.14%) Virtual Desktop
14 4 (0.091%) Xen
Systems Management
1 918 (20.78%) Kubernetes
2 648 (14.67%) Terraform
3 331 (7.49%) Ansible
4 150 (3.40%) Puppet
5 110 (2.49%) Opscode Chef
6 103 (2.33%) Prometheus
7 88 (1.99%) Docker Swarm
8 84 (1.90%) Grafana
9 32 (0.72%) Istio
10 31 (0.70%) Jamf Pro
11 26 (0.59%) Single Sign-On
12 25 (0.57%) Microsoft Intune
13 22 (0.50%) Salt
13 22 (0.50%) SCCM
14 20 (0.45%) ZABBIX
15 17 (0.38%) AirWatch
15 17 (0.38%) Packer
16 14 (0.32%) Bugsnag
17 13 (0.29%) Consul
17 13 (0.29%) Rancher
Vendors
1 689 (15.60%) Microsoft
2 189 (4.28%) Oracle
3 185 (4.19%) Apple
4 173 (3.92%) Adobe
5 171 (3.87%) IBM
6 150 (3.40%) Facebook
7 144 (3.26%) VMware
8 141 (3.19%) Salesforce.com
9 136 (3.08%) SAP
10 95 (2.15%) Cloudera
10 95 (2.15%) Hortonworks
11 82 (1.86%) Talend
12 79 (1.79%) Informatica
13 78 (1.77%) Red Hat
14 66 (1.49%) Splunk
15 47 (1.06%) Cisco
16 45 (1.02%) Databricks
17 32 (0.72%) Teradata
18 30 (0.68%) Qubit
19 26 (0.59%) Xamarin