Period
to 16 January 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 16 January 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
16 Jan 2021
Same period 2020 Same period 2019
Rank 91 101 103
Rank change year-on-year +10 +2 +5
Permanent jobs citing Google 1,906 3,550 4,298
As % of all permanent jobs advertised in England 3.39% 3.04% 3.06%
As % of the Vendors category 8.98% 7.31% 7.30%
Number of salaries quoted 1,778 3,001 3,746
Median annual salary £60,000 £60,000 £60,000
10th Percentile £32,500 £32,500 £31,250
90th Percentile £97,500 £100,000 £96,250
UK median annual salary £60,000 £60,000 £60,000

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 21,215 48,572 58,890
As % of all permanent IT jobs advertised in England 37.78% 41.65% 41.92%
Number of salaries quoted 16,837 37,815 46,217
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £27,500 £27,500
90th Percentile £85,000 £85,000 £82,500
UK median annual salary £52,500 £50,000 £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 16 January 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 16 January 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 +11 1,113 £67,500 -3.57% 214
South East +66 278 £45,000 -14.29% 58
North of England -13 163 £50,000 - 139
Midlands +18 138 £52,500 -4.55% 54
South West +19 135 £50,000 -4.76% 42
Yorkshire -20 82 £50,000 - 49
West Midlands +25 77 £57,500 +8.70% 33
North West +5 70 £47,500 -9.52% 75
East Midlands +16 61 £42,500 -37.04% 21
East of England -19 37 £42,500 -19.05% 28
North East +17 11 £46,859 -14.00% 15
Google
UK

For the 6 months to 16 January 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 1,074 (56.35%) GCP
2 961 (50.42%) AWS
3 778 (40.82%) Azure
4 694 (36.41%) Agile Software Development
5 639 (33.53%) Python
6 593 (31.11%) DevOps
7 484 (25.39%) Kubernetes
8 465 (24.40%) Java
9 455 (23.87%) Analytics
10 447 (23.45%) Docker
11 422 (22.14%) SQL
12 393 (20.62%) Finance
13 360 (18.89%) JavaScript
14 358 (18.78%) Microservices
15 300 (15.74%) Git (software)
16 278 (14.59%) Terraform
17 274 (14.38%) Linux
18 270 (14.17%) Microsoft
19 251 (13.17%) Google Analytics
20 240 (12.59%) Scrum
21 226 (11.86%) Software Engineering
22 224 (11.75%) HTML
23 218 (11.44%) Web Services
24 209 (10.97%) React
25 208 (10.91%) Degree
26 205 (10.76%) Marketing
26 205 (10.76%) Business Intelligence
27 204 (10.70%) PostgreSQL
28 197 (10.34%) Node.js
29 195 (10.23%) Windows

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
1 133 (6.98%) Apache
2 102 (5.35%) Elasticsearch
3 96 (5.04%) Apache Spark
4 55 (2.89%) CMS
5 39 (2.05%) Apache Airflow
6 38 (1.99%) Cloud Foundry
6 38 (1.99%) Confluence
7 31 (1.63%) WordPress
8 30 (1.57%) SharePoint
9 21 (1.10%) Tomcat
10 16 (0.84%) IIS
10 16 (0.84%) WebLogic
10 16 (0.84%) WebSphere
11 14 (0.73%) Drupal
12 13 (0.68%) Tornado
13 12 (0.63%) nginx
14 8 (0.42%) OpenStack
15 6 (0.31%) Headless CMS
15 6 (0.31%) Jupyter
15 6 (0.31%) Oracle SOA Suite
Applications
1 71 (3.73%) Microsoft Excel
2 58 (3.04%) Microsoft Office
3 41 (2.15%) Sketch
4 32 (1.68%) Microsoft PowerPoint
5 29 (1.52%) Adobe XD
6 26 (1.36%) Figma
7 13 (0.68%) InVision
8 12 (0.63%) MS Visio
8 12 (0.63%) Photoshop
9 8 (0.42%) Adobe Creative Suite
9 8 (0.42%) Adobe Illustrator
10 5 (0.26%) Spreadsheet
11 4 (0.21%) SPSS
12 3 (0.16%) AutoCAD
12 3 (0.16%) Microsoft Project
12 3 (0.16%) Zeplin
13 1 (0.052%) Fireworks
13 1 (0.052%) Inkscape
13 1 (0.052%) OmniGraffle
Business Applications
1 17 (0.89%) Shopify
2 13 (0.68%) Magento
3 4 (0.21%) Dynamics CRM
3 4 (0.21%) Eikon
4 3 (0.16%) nopCommerce
4 3 (0.16%) SessionCam
4 3 (0.16%) WebTrends
5 2 (0.10%) Odoo
5 2 (0.10%) Payment Gateway
5 2 (0.10%) Sentinel
5 2 (0.10%) Sparx Enterprise Architect
6 1 (0.052%) Eloqua
6 1 (0.052%) Salesforce.com CRM
6 1 (0.052%) SAP S/4HANA
6 1 (0.052%) Workfront
Cloud Services
1 1,074 (56.35%) GCP
2 961 (50.42%) AWS
3 778 (40.82%) Azure
4 251 (13.17%) Google Analytics
5 184 (9.65%) Serverless
6 154 (8.08%) SaaS
7 149 (7.82%) PaaS
8 148 (7.76%) AWS Lambda
9 107 (5.61%) Power Platform
10 104 (5.46%) GitHub
11 100 (5.25%) IaaS
12 87 (4.56%) Office 365
13 68 (3.57%) Amazon ECS
14 65 (3.41%) G Suite
15 56 (2.94%) Apigee
15 56 (2.94%) Firebase
16 48 (2.52%) OpenShift
17 46 (2.41%) Google Play
18 44 (2.31%) IBM Cloud
19 40 (2.10%) Stackdriver
Communications & Networking
1 74 (3.88%) Firewall
2 53 (2.78%) DNS
3 43 (2.26%) VPN
4 37 (1.94%) Internet
5 22 (1.15%) WAN
6 21 (1.10%) HTTP
6 21 (1.10%) LAN
7 20 (1.05%) DHCP
7 20 (1.05%) TCP/IP
8 15 (0.79%) SAN
8 15 (0.79%) Wi-Fi
9 14 (0.73%) VoIP
10 13 (0.68%) Network Security
11 12 (0.63%) MPLS
12 11 (0.58%) Ethernet
13 9 (0.47%) Wireless
14 8 (0.42%) Intrusion Detection
14 8 (0.42%) OSPF
14 8 (0.42%) Unified Communications
15 7 (0.37%) VLAN
Database & Business Intelligence
1 204 (10.70%) PostgreSQL
2 181 (9.50%) SQL Server
3 171 (8.97%) MySQL
4 164 (8.60%) Data Warehouse
5 136 (7.14%) Big Data
6 134 (7.03%) BigQuery
7 126 (6.61%) MongoDB
8 105 (5.51%) Power BI
9 103 (5.40%) Tableau
10 97 (5.09%) Amazon Redshift
11 91 (4.77%) NoSQL
12 72 (3.78%) Relational Database
13 58 (3.04%) Hadoop
14 56 (2.94%) Looker
15 47 (2.47%) SQL Server Integration Services
16 42 (2.20%) Redis
17 38 (1.99%) SQL Server Reporting Services
18 37 (1.94%) Snowflake Schema
19 35 (1.84%) SQL Server Analysis Services
20 27 (1.42%) Data Lake
Development Applications
1 300 (15.74%) Git (software)
2 173 (9.08%) Jenkins
3 120 (6.30%) JIRA
4 102 (5.35%) GitLab
5 57 (2.99%) Artifactory
6 50 (2.62%) Bitbucket
7 46 (2.41%) Gradle
8 45 (2.36%) Maven
9 39 (2.05%) Selenium
10 25 (1.31%) CircleCI
11 24 (1.26%) Sonatype Nexus
12 23 (1.21%) Team Foundation Server
12 23 (1.21%) TeamCity
13 19 (1.00%) webpack
14 18 (0.94%) Atlassian Bamboo
15 17 (0.89%) Octopus Deploy
16 15 (0.79%) Grunt
16 15 (0.79%) PHPUnit
17 14 (0.73%) NUnit
17 14 (0.73%) SpecFlow
General
1 393 (20.62%) Finance
2 205 (10.76%) Marketing
3 142 (7.45%) Retail
4 141 (7.40%) Banking
5 108 (5.67%) Public Sector
6 76 (3.99%) Games
7 55 (2.89%) Advertising
7 55 (2.89%) Telecoms
8 51 (2.68%) Manufacturing
9 30 (1.57%) Back Office
10 27 (1.42%) Front Office
11 25 (1.31%) Automotive
11 25 (1.31%) Law
12 21 (1.10%) Legal
13 20 (1.05%) Publishing
14 18 (0.94%) Electronics
14 18 (0.94%) French Language
15 15 (0.79%) Financial Institution
16 9 (0.47%) Local Government
17 8 (0.42%) Investment Banking
Job Titles
1 629 (33.00%) Developer
2 168 (8.81%) Architect
3 149 (7.82%) Senior Developer
4 135 (7.08%) Analyst
5 117 (6.14%) DevOps Engineer
6 112 (5.88%) Software Engineer
7 111 (5.82%) Cloud Engineer
8 110 (5.77%) Java Developer
9 91 (4.77%) Cloud Architect
10 88 (4.62%) Consultant
10 88 (4.62%) Data Engineer
11 81 (4.25%) AWS Engineer
12 78 (4.09%) Full Stack Developer
13 70 (3.67%) Java Engineer
14 67 (3.52%) Python Developer
15 62 (3.25%) Front End Developer (Client-Side Developer)
16 59 (3.10%) Solutions Architect
17 57 (2.99%) AWS DevOps
18 56 (2.94%) Java Architect
19 54 (2.83%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 224 (11.75%) HTML
2 218 (11.44%) Web Services
3 209 (10.97%) React
4 197 (10.34%) Node.js
5 195 (10.23%) CSS
6 160 (8.39%) REST
7 148 (7.76%) .NET
8 146 (7.66%) AngularJS
9 130 (6.82%) Spring
10 128 (6.72%) RESTful
11 98 (5.14%) Spring Boot
12 88 (4.62%) RabbitMQ
13 81 (4.25%) HTML5
14 76 (3.99%) Vue.js
15 68 (3.57%) Flask
16 67 (3.52%) Django
17 66 (3.46%) GraphQL
18 65 (3.41%) CSS3
19 59 (3.10%) OAuth
19 59 (3.10%) Swagger
Miscellaneous
1 145 (7.61%) Analytical Skills
2 120 (6.30%) Cloud Native
2 120 (6.30%) Greenfield Project
3 109 (5.72%) Mobile App
4 97 (5.09%) Public Cloud
5 94 (4.93%) User Experience
6 92 (4.83%) Hedge funds
7 51 (2.68%) Fixed Income
8 48 (2.52%) Algorithms
8 48 (2.52%) Data Centre
8 48 (2.52%) Social Media
9 44 (2.31%) Derivative
10 41 (2.15%) Data Structures
11 34 (1.78%) Management Information System
12 33 (1.73%) Hybrid Cloud
12 33 (1.73%) Self-Motivation
13 32 (1.68%) Credit Derivative
14 26 (1.36%) Blog
15 24 (1.26%) Linux Command Line
15 24 (1.26%) Replication
Operating Systems
1 274 (14.38%) Linux
2 195 (10.23%) Windows
3 123 (6.45%) Android
4 78 (4.09%) Apple iOS
5 51 (2.68%) Unix
6 48 (2.52%) Windows Server
7 26 (1.36%) Windows 10
8 25 (1.31%) CentOS
9 22 (1.15%) Ubuntu
10 16 (0.84%) CoreOS
10 16 (0.84%) zOS
11 15 (0.79%) Windows Server 2016
12 12 (0.63%) Windows Server 2012
13 11 (0.58%) Windows 7
14 9 (0.47%) Mac OS
15 7 (0.37%) Fedora
15 7 (0.37%) Red Hat Enterprise Linux
15 7 (0.37%) Windows Server 2019
16 4 (0.21%) Debian
17 3 (0.16%) Windows Server 2008
Processes & Methodologies
1 694 (36.41%) Agile Software Development
2 593 (31.11%) DevOps
3 455 (23.87%) Analytics
4 358 (18.78%) Microservices
5 240 (12.59%) Scrum
6 226 (11.86%) Software Engineering
7 205 (10.76%) Business Intelligence
8 182 (9.55%) Continuous Integration
9 157 (8.24%) Machine Learning
10 154 (8.08%) Migration
11 152 (7.97%) Fintech
12 147 (7.71%) Problem-Solving
13 144 (7.56%) ETL
14 141 (7.40%) E-Commerce
15 130 (6.82%) TDD
16 120 (6.30%) Data Science
16 120 (6.30%) Mentoring
17 119 (6.24%) Computer Science
18 117 (6.14%) Infrastructure as Code
19 106 (5.56%) Kanban
Programming Languages
1 639 (33.53%) Python
2 465 (24.40%) Java
3 422 (22.14%) SQL
4 360 (18.89%) JavaScript
5 161 (8.45%) C#
6 103 (5.40%) PHP
7 99 (5.19%) Go
8 96 (5.04%) Bash Shell
9 88 (4.62%) R
10 84 (4.41%) C
11 72 (3.78%) PowerShell
12 70 (3.67%) TypeScript
13 62 (3.25%) C++
14 54 (2.83%) Scala
15 52 (2.73%) Ruby
16 31 (1.63%) T-SQL
17 28 (1.47%) Java 8
18 27 (1.42%) Kotlin
19 22 (1.15%) Objective-C
19 22 (1.15%) Perl
Qualifications
1 208 (10.91%) Degree
2 73 (3.83%) Security Cleared
3 54 (2.83%) SC Cleared
4 50 (2.62%) Computer Science Degree
5 25 (1.31%) Sun Certification
6 19 (1.00%) AWS Certification
7 18 (0.94%) Microsoft Certification
8 17 (0.89%) Cisco Certification
9 15 (0.79%) CISSP
9 15 (0.79%) PhD
10 14 (0.73%) CCNA
11 13 (0.68%) MCSE
12 11 (0.58%) MCSA
13 10 (0.52%) CISM
13 10 (0.52%) Master's Degree
14 9 (0.47%) ISTQB
14 9 (0.47%) Numerate Degree
15 8 (0.42%) GIAC
15 8 (0.42%) PMI Certification
16 7 (0.37%) CSSLP
Quality Assurance & Compliance
1 112 (5.88%) QA
2 25 (1.31%) GDPR
2 25 (1.31%) ISO/IEC 27001
3 20 (1.05%) SLA
4 19 (1.00%) Data Quality
5 18 (0.94%) NIST
6 9 (0.47%) ISO 22301
6 9 (0.47%) NCSC
7 6 (0.31%) Cyber Essentials
7 6 (0.31%) Cyber Essentials PLUS
7 6 (0.31%) ISO 13485
7 6 (0.31%) ISO 9001
7 6 (0.31%) NIST 800
8 5 (0.26%) Dodd-Frank
8 5 (0.26%) EMIR
8 5 (0.26%) MiFID
9 3 (0.16%) PCI DSS
10 1 (0.052%) FedRAMP
10 1 (0.052%) WCAG
System Software
1 447 (23.45%) Docker
2 87 (4.56%) Active Directory
3 68 (3.57%) VMware Infrastructure
4 21 (1.10%) Hyper-V
5 17 (0.89%) VMware ESXi
6 8 (0.42%) VirtualBox
6 8 (0.42%) vSphere
7 7 (0.37%) Varnish
8 6 (0.31%) oVirt
8 6 (0.31%) Shibboleth
8 6 (0.31%) Slurm Workload Manager
8 6 (0.31%) Virtual Machines
8 6 (0.31%) Xen
9 5 (0.26%) KVM
10 4 (0.21%) VMware NSX
11 3 (0.16%) BitLocker
11 3 (0.16%) VMware Workstation
12 2 (0.10%) HDFS
13 1 (0.052%) Apache Flume
13 1 (0.052%) LXC
Systems Management
1 484 (25.39%) Kubernetes
2 278 (14.59%) Terraform
3 173 (9.08%) Ansible
4 82 (4.30%) Puppet
5 60 (3.15%) Opscode Chef
6 44 (2.31%) Grafana
7 16 (0.84%) SCCM
8 14 (0.73%) Kibana
9 13 (0.68%) Microsoft Intune
9 13 (0.68%) Prometheus
9 13 (0.68%) Single Sign-On
10 11 (0.58%) ZABBIX
11 10 (0.52%) Istio
11 10 (0.52%) Nagios
12 8 (0.42%) Salt
13 6 (0.31%) McAfee ePO
13 6 (0.31%) Observium
13 6 (0.31%) Rancher
13 6 (0.31%) Red Hat Spacewalk
13 6 (0.31%) SolarWinds Orion
Vendors
1 270 (14.17%) Microsoft
2 109 (5.72%) Oracle
3 87 (4.56%) VMware
4 71 (3.73%) Adobe
5 62 (3.25%) IBM
6 58 (3.04%) SAP
7 56 (2.94%) Cisco
8 55 (2.89%) Red Hat
9 53 (2.78%) Salesforce.com
10 46 (2.41%) Splunk
11 42 (2.20%) Apple
12 39 (2.05%) ServiceNow
13 37 (1.94%) Facebook
14 30 (1.57%) Talend
15 24 (1.26%) Informatica
16 23 (1.21%) Atlassian
16 23 (1.21%) Databricks
17 18 (0.94%) HP
18 16 (0.84%) SaltStack
19 14 (0.73%) YouTube