Period
to 21 April 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 21 April 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
21 Apr 2021
Same period 2020 Same period 2019
Rank 82 106 106
Rank change year-on-year +24 0 -4
Permanent jobs citing Google 2,756 2,990 4,229
As % of all permanent jobs advertised in England 3.68% 2.99% 3.07%
As % of the Vendors category 9.77% 7.33% 7.39%
Number of salaries quoted 1,937 2,417 3,294
10th Percentile £32,500 £35,000 £31,250
25th Percentile £43,750 £46,250 £41,250
Median annual salary (50th Percentile) £62,500 £65,000 £60,000
Median % change year-on-year -3.85% +8.33% +26.32%
75th Percentile £81,250 £86,250 £81,250
90th Percentile £95,000 £110,000 £102,500
UK median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% +26.32%

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 28,219 40,766 57,256
As % of all permanent IT jobs advertised in England 37.67% 40.71% 41.63%
Number of salaries quoted 21,464 31,835 44,527
10th Percentile £31,250 £28,673 £27,750
25th Percentile £40,000 £37,500 £36,250
Median annual salary (50th Percentile) £53,500 £52,500 £50,000
Median % change year-on-year +1.90% +5.00% +5.26%
75th Percentile £71,250 £70,000 £67,500
90th Percentile £86,250 £86,250 £82,500
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

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 April 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 21 April 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 +17 1,645 £72,500 -3.33% 341
South East +53 364 £50,000 -16.67% 69
North of England -13 211 £47,500 -5.00% 170
South West +42 203 £45,000 -14.29% 50
Midlands -4 165 £55,000 - 68
West Midlands +18 107 £62,500 +19.05% 49
North West +11 103 £47,500 -16.62% 81
Yorkshire -26 99 £47,500 +5.56% 66
East of England +5 64 £44,500 -15.24% 35
East Midlands -20 55 £41,375 -28.04% 17
North East +15 9 £42,500 -15.00% 23
Google
UK

For the 6 months to 21 April 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 1,588 (57.62%) GCP
2 1,446 (52.47%) AWS
3 1,122 (40.71%) Azure
4 914 (33.16%) Agile Software Development
5 904 (32.80%) Python
6 744 (27.00%) DevOps
7 693 (25.15%) Analytics
8 681 (24.71%) Kubernetes
9 663 (24.06%) Docker
10 602 (21.84%) SQL
11 541 (19.63%) JavaScript
12 502 (18.21%) Java
13 484 (17.56%) Microservices
14 466 (16.91%) Finance
15 460 (16.69%) Microsoft
16 430 (15.60%) Software Engineering
17 421 (15.28%) Terraform
18 414 (15.02%) Marketing
19 402 (14.59%) Git (software)
20 386 (14.01%) Linux
21 333 (12.08%) Google Analytics
22 327 (11.87%) Continuous Integration
23 321 (11.65%) Business Intelligence
24 317 (11.50%) Degree
25 297 (10.78%) HTML
26 287 (10.41%) Serverless
27 285 (10.34%) Jenkins
28 280 (10.16%) Web Services
29 277 (10.05%) Big Data
30 275 (9.98%) Problem-Solving

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
1 154 (5.59%) Apache Spark
2 99 (3.59%) Apache
3 92 (3.34%) Elasticsearch
4 91 (3.30%) Apache Airflow
5 75 (2.72%) Confluence
6 70 (2.54%) CMS
7 53 (1.92%) WordPress
8 40 (1.45%) SharePoint
9 34 (1.23%) Cloud Foundry
9 34 (1.23%) Drupal
10 20 (0.73%) SAS
11 14 (0.51%) Luigi
12 11 (0.40%) MS Exchange
13 9 (0.33%) Jupyter
13 9 (0.33%) nginx
13 9 (0.33%) OpenStack
14 8 (0.29%) IIS
14 8 (0.29%) Tomcat
15 7 (0.25%) Headless CMS
16 6 (0.22%) Apache Solr
Applications
1 90 (3.27%) Microsoft Office
2 81 (2.94%) Microsoft Excel
3 44 (1.60%) Sketch
4 36 (1.31%) Photoshop
5 30 (1.09%) Microsoft PowerPoint
6 25 (0.91%) Figma
7 24 (0.87%) Adobe XD
8 20 (0.73%) Adobe Illustrator
8 20 (0.73%) InVision
9 17 (0.62%) Adobe Creative Suite
10 13 (0.47%) Spreadsheet
11 10 (0.36%) MS Visio
12 9 (0.33%) SPSS
13 5 (0.18%) AutoCAD
14 4 (0.15%) Fireworks
14 4 (0.15%) InDesign
14 4 (0.15%) Microsoft Project
15 2 (0.073%) Chatbot
15 2 (0.073%) Marvel
16 1 (0.036%) SketchUp
Business Applications
1 29 (1.05%) Magento
2 28 (1.02%) Shopify
3 13 (0.47%) Sentinel
4 4 (0.15%) Dynamics CRM
4 4 (0.15%) Eikon
5 3 (0.11%) nopCommerce
5 3 (0.11%) WebTrends
6 2 (0.073%) Odoo
6 2 (0.073%) SAP S/4HANA
7 1 (0.036%) Eloqua
7 1 (0.036%) Payment Gateway
7 1 (0.036%) SAP CRM
7 1 (0.036%) SAP ERP
7 1 (0.036%) SAP Hybris
7 1 (0.036%) SessionCam
7 1 (0.036%) Sparx Enterprise Architect
Cloud Services
1 1,588 (57.62%) GCP
2 1,446 (52.47%) AWS
3 1,122 (40.71%) Azure
4 333 (12.08%) Google Analytics
5 287 (10.41%) Serverless
6 220 (7.98%) SaaS
7 191 (6.93%) PaaS
8 139 (5.04%) AWS Lambda
9 134 (4.86%) Power Platform
10 130 (4.72%) IaaS
11 124 (4.50%) Microsoft 365
12 112 (4.06%) GitHub
13 103 (3.74%) Google Workspace
14 88 (3.19%) IBM Cloud
15 87 (3.16%) Cloud Functions
16 82 (2.98%) Firebase
17 77 (2.79%) Google Play
18 75 (2.72%) OpenShift
19 71 (2.58%) Cloud Computing
20 64 (2.32%) AWS CloudFormation
Communications & Networking
1 125 (4.54%) Firewall
2 81 (2.94%) Internet
3 67 (2.43%) DNS
4 60 (2.18%) VPN
5 39 (1.42%) HTTP
6 35 (1.27%) DHCP
7 33 (1.20%) LAN
8 32 (1.16%) TCP/IP
9 30 (1.09%) VLAN
10 28 (1.02%) WAN
11 25 (0.91%) IPv4
11 25 (0.91%) OSPF
11 25 (0.91%) Wi-Fi
12 17 (0.62%) VoIP
12 17 (0.62%) Wireless
13 16 (0.58%) Network Security
14 15 (0.54%) SAN
15 14 (0.51%) SSL
16 13 (0.47%) SD-WAN
17 12 (0.44%) SSH
Database & Business Intelligence
1 277 (10.05%) Big Data
2 231 (8.38%) MySQL
3 216 (7.84%) SQL Server
4 214 (7.76%) BigQuery
5 211 (7.66%) PostgreSQL
6 186 (6.75%) NoSQL
7 167 (6.06%) Data Warehouse
8 164 (5.95%) MongoDB
9 151 (5.48%) Tableau
10 146 (5.30%) Amazon Redshift
10 146 (5.30%) Hadoop
11 140 (5.08%) Relational Database
12 124 (4.50%) Power BI
13 75 (2.72%) Amazon DynamoDB
14 64 (2.32%) Amazon Athena
14 64 (2.32%) Neo4j
15 63 (2.29%) Looker
16 60 (2.18%) SQL Server Integration Services
17 58 (2.10%) Redis
18 56 (2.03%) SQL Server Reporting Services
Development Applications
1 402 (14.59%) Git (software)
2 285 (10.34%) Jenkins
3 159 (5.77%) JIRA
4 87 (3.16%) GitLab
5 70 (2.54%) Atlassian Bamboo
6 68 (2.47%) Vagrant
7 58 (2.10%) Maven
8 44 (1.60%) Bitbucket
9 38 (1.38%) TeamCity
10 35 (1.27%) CircleCI
11 31 (1.12%) Selenium
12 27 (0.98%) Artifactory
13 25 (0.91%) webpack
14 24 (0.87%) JUnit
14 24 (0.87%) Sonatype Nexus
15 21 (0.76%) Gradle
15 21 (0.76%) Grunt
15 21 (0.76%) Visual Website Optimizer
16 20 (0.73%) gulp
16 20 (0.73%) Subversion
General
1 466 (16.91%) Finance
2 414 (15.02%) Marketing
3 228 (8.27%) Retail
4 185 (6.71%) Banking
5 129 (4.68%) Public Sector
6 101 (3.66%) Manufacturing
7 95 (3.45%) Telecoms
8 91 (3.30%) Games
9 83 (3.01%) Electronics
10 81 (2.94%) Advertising
11 43 (1.56%) Automotive
12 35 (1.27%) Law
12 35 (1.27%) Publishing
13 25 (0.91%) Legal
14 23 (0.83%) Brand Awareness
15 20 (0.73%) Front Office
16 19 (0.69%) French Language
17 18 (0.65%) Financial Institution
18 14 (0.51%) Retail Banking
19 13 (0.47%) Investment Banking
Job Titles
1 699 (25.36%) Developer
2 267 (9.69%) Architect
3 194 (7.04%) Cloud Engineer
3 194 (7.04%) Software Engineer
4 186 (6.75%) Analyst
5 180 (6.53%) Data Engineer
6 175 (6.35%) DevOps Engineer
7 145 (5.26%) Senior Developer
8 132 (4.79%) Java Developer
9 126 (4.57%) Full Stack Developer
10 106 (3.85%) Cloud Architect
11 103 (3.74%) AWS Engineer
12 102 (3.70%) Consultant
13 76 (2.76%) Platform Engineer
14 73 (2.65%) Backend Developer
15 70 (2.54%) Solutions Architect
16 67 (2.43%) Java Engineer
17 64 (2.32%) Data Architect
18 62 (2.25%) JavaScript Developer
19 61 (2.21%) Python Developer
Libraries, Frameworks & Software Standards
1 297 (10.78%) HTML
2 280 (10.16%) Web Services
3 272 (9.87%) Node.js
4 266 (9.65%) CSS
5 252 (9.14%) React
6 236 (8.56%) REST
7 205 (7.44%) AngularJS
8 161 (5.84%) .NET
9 139 (5.04%) Spring
10 127 (4.61%) RESTful
11 112 (4.06%) HTML5
12 107 (3.88%) Kafka
13 103 (3.74%) Spring Boot
14 98 (3.56%) GraphQL
15 94 (3.41%) Django
15 94 (3.41%) Vue.js
16 93 (3.37%) Flask
17 88 (3.19%) .NET Core
18 83 (3.01%) CSS3
19 65 (2.36%) Spark Streaming
Miscellaneous
1 235 (8.53%) Analytical Skills
2 175 (6.35%) Mobile App
3 173 (6.28%) User Experience
4 152 (5.52%) Cloud Native
5 137 (4.97%) Public Cloud
6 107 (3.88%) Greenfield Project
7 74 (2.69%) Self-Motivation
8 70 (2.54%) Social Media
9 65 (2.36%) Data Centre
10 62 (2.25%) Organisational Skills
11 60 (2.18%) Management Information System
12 57 (2.07%) Hybrid Cloud
13 54 (1.96%) Linux Command Line
14 46 (1.67%) Blog
15 40 (1.45%) Virtual Team
16 38 (1.38%) Data Structures
17 35 (1.27%) Algorithms
18 31 (1.12%) Clustering
19 30 (1.09%) Internet of Things
19 30 (1.09%) iPad
Operating Systems
1 386 (14.01%) Linux
2 242 (8.78%) Windows
3 159 (5.77%) Android
4 113 (4.10%) Apple iOS
5 96 (3.48%) Windows Server
6 67 (2.43%) Unix
7 42 (1.52%) Ubuntu
8 37 (1.34%) Windows Server 2016
9 33 (1.20%) CentOS
10 28 (1.02%) Red Hat Enterprise Linux
11 26 (0.94%) Windows 10
12 22 (0.80%) Mac OS
13 12 (0.44%) Windows 7
13 12 (0.44%) Windows Server 2012
14 11 (0.40%) Mac OS X
15 9 (0.33%) Embedded Linux
16 8 (0.29%) CoreOS
16 8 (0.29%) Windows Server 2019
16 8 (0.29%) zOS
17 6 (0.22%) Kali Linux
Processes & Methodologies
1 914 (33.16%) Agile Software Development
2 744 (27.00%) DevOps
3 693 (25.15%) Analytics
4 484 (17.56%) Microservices
5 430 (15.60%) Software Engineering
6 327 (11.87%) Continuous Integration
7 321 (11.65%) Business Intelligence
8 275 (9.98%) Problem-Solving
9 259 (9.40%) Data Science
10 242 (8.78%) E-Commerce
11 233 (8.45%) Scrum
12 230 (8.35%) Computer Science
13 228 (8.27%) Machine Learning
14 212 (7.69%) ETL
15 203 (7.37%) Fintech
16 201 (7.29%) Infrastructure as Code
17 199 (7.22%) Artificial Intelligence
18 194 (7.04%) TDD
19 189 (6.86%) Mentoring
20 188 (6.82%) Digital Marketing
Programming Languages
1 904 (32.80%) Python
2 602 (21.84%) SQL
3 541 (19.63%) JavaScript
4 502 (18.21%) Java
5 247 (8.96%) C#
6 190 (6.89%) Go
7 175 (6.35%) PHP
8 145 (5.26%) Bash Shell
9 136 (4.93%) TypeScript
10 129 (4.68%) PowerShell
11 114 (4.14%) C++
12 80 (2.90%) C
13 76 (2.76%) Ruby
14 70 (2.54%) Scala
15 67 (2.43%) Kotlin
15 67 (2.43%) R
16 56 (2.03%) ES6
17 51 (1.85%) Java 8
18 44 (1.60%) T-SQL
19 41 (1.49%) Objective-C
Qualifications
1 317 (11.50%) Degree
2 83 (3.01%) Computer Science Degree
3 66 (2.39%) Security Cleared
4 42 (1.52%) Master's Degree
4 42 (1.52%) SC Cleared
5 34 (1.23%) Microsoft Certification
6 20 (0.73%) AWS Certification
7 19 (0.69%) CISSP
7 19 (0.69%) Numerate Degree
8 17 (0.62%) Cisco Certification
9 15 (0.54%) DBS Check
9 15 (0.54%) ISTQB
9 15 (0.54%) TOGAF Certification
10 14 (0.51%) CISM
10 14 (0.51%) MCSE
11 13 (0.47%) OCP
11 13 (0.47%) Oracle Certification
12 10 (0.36%) PhD
13 9 (0.33%) (ISC)2 CCSP
13 9 (0.33%) ITIL Certification
Quality Assurance & Compliance
1 110 (3.99%) QA
2 58 (2.10%) GDPR
3 31 (1.12%) ISO/IEC 27001
4 18 (0.65%) Data Quality
5 12 (0.44%) Actionable Recommendations
6 11 (0.40%) NIST
6 11 (0.40%) PCI DSS
7 10 (0.36%) SLA
8 8 (0.29%) Cyber Essentials
8 8 (0.29%) Cyber Essentials PLUS
8 8 (0.29%) GRC
9 7 (0.25%) ISO 22301
10 5 (0.18%) NCSC
10 5 (0.18%) WCAG
11 4 (0.15%) Dodd-Frank
11 4 (0.15%) EMIR
11 4 (0.15%) MiFID
11 4 (0.15%) NIST 800
11 4 (0.15%) WAI
12 3 (0.11%) SOC 2
System Software
1 663 (24.06%) Docker
2 123 (4.46%) Active Directory
3 102 (3.70%) VMware Infrastructure
4 55 (2.00%) VirtualBox
5 34 (1.23%) Hyper-V
6 30 (1.09%) VMware ESXi
7 15 (0.54%) Virtual Machines
8 14 (0.51%) Oracle RAC
9 12 (0.44%) HDFS
9 12 (0.44%) vSphere
10 11 (0.40%) Firmware
11 9 (0.33%) Apache Flume
12 8 (0.29%) Shibboleth
13 7 (0.25%) Microsoft Virtual Server
13 7 (0.25%) Virtual Servers
14 6 (0.22%) KVM
14 6 (0.22%) Xen
15 5 (0.18%) NFS
15 5 (0.18%) Snort
15 5 (0.18%) Squid
Systems Management
1 681 (24.71%) Kubernetes
2 421 (15.28%) Terraform
3 259 (9.40%) Ansible
4 102 (3.70%) Puppet
5 81 (2.94%) Opscode Chef
6 54 (1.96%) Docker Swarm
7 48 (1.74%) Prometheus
8 32 (1.16%) Grafana
9 25 (0.91%) Istio
10 19 (0.69%) Jamf Pro
11 17 (0.62%) Microsoft Intune
11 17 (0.62%) SCCM
11 17 (0.62%) Single Sign-On
12 14 (0.51%) Oracle RMAN
13 13 (0.47%) Packer
13 13 (0.47%) ZABBIX
14 12 (0.44%) Knative
15 9 (0.33%) Argo
15 9 (0.33%) linkerd
15 9 (0.33%) Nagios
Vendors
1 460 (16.69%) Microsoft
2 156 (5.66%) Oracle
3 132 (4.79%) VMware
4 123 (4.46%) IBM
5 102 (3.70%) SAP
6 90 (3.27%) Adobe
7 87 (3.16%) Talend
8 77 (2.79%) Apple
8 77 (2.79%) Red Hat
9 75 (2.72%) Salesforce.com
10 73 (2.65%) Facebook
10 73 (2.65%) Informatica
11 65 (2.36%) Cisco
11 65 (2.36%) Cloudera
11 65 (2.36%) Hortonworks
12 34 (1.23%) Splunk
13 30 (1.09%) Teradata
14 29 (1.05%) Twitter
15 27 (0.98%) HP
16 25 (0.91%) Databricks