Period
to 23 October 2020

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 23 October 2020 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
23 Oct 2020
Same period 2019 Same period 2018
Rank 93 104 105
Rank change year-on-year +11 +1 +57
Permanent jobs citing Google 1,482 3,935 4,730
As % of all permanent jobs advertised in England 3.29% 3.11% 3.08%
As % of the Vendors category 8.46% 7.41% 7.27%
Number of salaries quoted 1,373 3,249 4,119
Median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% +10.00%
10th Percentile £35,000 £32,000 £28,200
90th Percentile £122,500 £95,000 £92,500
UK median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +10.00%

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 17,510 53,133 65,073
As % of all permanent IT jobs advertised in England 38.83% 42.06% 42.37%
Number of salaries quoted 13,946 40,781 50,954
Median annual salary £53,500 £50,000 £50,000
Median salary % change year-on-year +7.00% - +5.26%
10th Percentile £31,250 £27,000 £27,250
90th Percentile £87,500 £82,500 £80,000
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 23 October 2020.

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 23 October 2020. 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 +3 856 £70,000 +3.70% 180
South East +42 207 £47,500 -9.52% 68
North of England +32 173 £50,000 - 85
South West +18 103 £45,000 -14.29% 28
Midlands +34 97 £55,000 +4.76% 51
North West +35 88 £52,500 +3.81% 38
Yorkshire +34 77 £50,000 +10.86% 33
West Midlands +42 50 £55,000 +4.76% 35
East Midlands +46 47 £55,000 +2.33% 16
East of England -4 31 £45,000 -14.29% 22
North East +18 8 £53,750 -1.35% 14
Google
UK

For the 6 months to 23 October 2020, 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.

1 869 (58.64%) GCP
2 775 (52.29%) AWS
3 673 (45.41%) Azure
4 532 (35.90%) Agile Software Development
5 527 (35.56%) Python
6 451 (30.43%) DevOps
7 408 (27.53%) Finance
8 405 (27.33%) Java
9 388 (26.18%) Kubernetes
10 356 (24.02%) SQL
11 329 (22.20%) Docker
12 323 (21.79%) Analytics
13 298 (20.11%) JavaScript
14 296 (19.97%) Microservices
15 227 (15.32%) Microsoft
16 226 (15.25%) Web Services
17 220 (14.84%) Terraform
18 212 (14.30%) Scrum
19 207 (13.97%) Linux
20 197 (13.29%) Software Engineering
20 197 (13.29%) Git (software)
21 196 (13.23%) SQL Server
22 195 (13.16%) Google Analytics
23 184 (12.42%) PostgreSQL
24 181 (12.21%) Jenkins
25 177 (11.94%) React
26 172 (11.61%) MySQL
26 172 (11.61%) Data Warehouse
27 166 (11.20%) Degree
28 163 (11.00%) 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
1 159 (10.73%) Apache
2 78 (5.26%) Apache Spark
3 67 (4.52%) Elasticsearch
4 31 (2.09%) Tomcat
5 30 (2.02%) Apache Airflow
6 29 (1.96%) CMS
7 27 (1.82%) Confluence
8 24 (1.62%) Cloud Foundry
8 24 (1.62%) IIS
9 20 (1.35%) WebSphere
10 17 (1.15%) nginx
10 17 (1.15%) WebLogic
11 16 (1.08%) WordPress
12 10 (0.67%) Headless CMS
12 10 (0.67%) SharePoint
13 7 (0.47%) OpenStack
14 5 (0.34%) Apache Synapse
14 5 (0.34%) Jupyter
14 5 (0.34%) Tornado
15 4 (0.27%) Skype for Business
Applications
1 53 (3.58%) Microsoft Excel
2 35 (2.36%) Microsoft Office
3 22 (1.48%) Microsoft PowerPoint
4 15 (1.01%) Sketch
5 13 (0.88%) Figma
6 9 (0.61%) Adobe XD
6 9 (0.61%) Zeplin
7 8 (0.54%) Photoshop
8 7 (0.47%) Adobe Illustrator
9 6 (0.40%) InVision
10 5 (0.34%) MS Visio
10 5 (0.34%) Spreadsheet
11 4 (0.27%) Adobe Creative Suite
12 2 (0.13%) Adobe Premiere
12 2 (0.13%) AutoCAD
12 2 (0.13%) Fireworks
12 2 (0.13%) Inkscape
13 1 (0.067%) Microsoft Project
13 1 (0.067%) OmniGraffle
13 1 (0.067%) SPSS
Business Applications
1 11 (0.74%) Magento
2 8 (0.54%) Shopify
3 6 (0.40%) WebTrends
4 4 (0.27%) Eikon
5 3 (0.20%) SessionCam
6 2 (0.13%) Dynamics CRM
6 2 (0.13%) Eloqua
6 2 (0.13%) Oracle Receivables
6 2 (0.13%) Payment Gateway
6 2 (0.13%) SAP Hybris
7 1 (0.067%) Remedy ITSM
7 1 (0.067%) Salesforce.com CRM
7 1 (0.067%) Sparx Enterprise Architect
7 1 (0.067%) Summit
7 1 (0.067%) Workfront
Cloud Services
1 869 (58.64%) GCP
2 775 (52.29%) AWS
3 673 (45.41%) Azure
4 195 (13.16%) Google Analytics
5 155 (10.46%) Serverless
6 140 (9.45%) AWS Lambda
7 114 (7.69%) SaaS
8 102 (6.88%) GitHub
9 100 (6.75%) PaaS
10 83 (5.60%) Amazon ECS
11 78 (5.26%) IaaS
12 65 (4.39%) Apigee
13 61 (4.12%) Power Platform
14 51 (3.44%) Office 365
15 42 (2.83%) Stackdriver
16 39 (2.63%) Firebase
17 32 (2.16%) AWS CloudFormation
18 31 (2.09%) Google Play
19 30 (2.02%) Google Tag Manager
20 29 (1.96%) G Suite
Communications & Networking
1 41 (2.77%) Firewall
2 30 (2.02%) DNS
3 25 (1.69%) VPN
4 19 (1.28%) Internet
5 17 (1.15%) TCP/IP
6 16 (1.08%) WAN
7 15 (1.01%) Network Security
8 13 (0.88%) HTTP
8 13 (0.88%) LAN
9 11 (0.74%) H.323
9 11 (0.74%) Unified Communications
10 10 (0.67%) Bluetooth
10 10 (0.67%) SAN
10 10 (0.67%) Skype
11 8 (0.54%) DHCP
12 7 (0.47%) BGP
12 7 (0.47%) Intrusion Detection
12 7 (0.47%) MPLS
13 6 (0.40%) Wi-Fi
14 5 (0.34%) IPsec
Database & Business Intelligence
1 196 (13.23%) SQL Server
2 184 (12.42%) PostgreSQL
3 172 (11.61%) Data Warehouse
3 172 (11.61%) MySQL
4 110 (7.42%) BigQuery
5 103 (6.95%) Big Data
6 102 (6.88%) Amazon Redshift
7 75 (5.06%) NoSQL
8 71 (4.79%) Tableau
9 63 (4.25%) MongoDB
10 61 (4.12%) Power BI
11 43 (2.90%) Relational Database
12 40 (2.70%) Hadoop
13 35 (2.36%) Looker
14 24 (1.62%) Snowflake Schema
14 24 (1.62%) SQL Server Integration Services
15 22 (1.48%) Redis
16 18 (1.21%) Data Lake
16 18 (1.21%) SQL Server 2008
17 16 (1.08%) SQL Server Analysis Services
Development Applications
1 197 (13.29%) Git (software)
2 181 (12.21%) Jenkins
3 90 (6.07%) GitLab
4 84 (5.67%) JIRA
5 62 (4.18%) Artifactory
6 44 (2.97%) Bitbucket
7 37 (2.50%) Gradle
8 31 (2.09%) TeamCity
9 30 (2.02%) Maven
10 29 (1.96%) webpack
11 27 (1.82%) CircleCI
12 26 (1.75%) Selenium
13 22 (1.48%) Octopus Deploy
14 19 (1.28%) Sonatype Nexus
14 19 (1.28%) SpecFlow
15 18 (1.21%) NUnit
15 18 (1.21%) PHPUnit
16 17 (1.15%) Babel
16 17 (1.15%) MSTest
17 16 (1.08%) Atlassian Bamboo
General
1 408 (27.53%) Finance
2 140 (9.45%) Marketing
3 126 (8.50%) Banking
4 80 (5.40%) Retail
5 75 (5.06%) Public Sector
6 72 (4.86%) Back Office
7 37 (2.50%) Front Office
8 36 (2.43%) Games
8 36 (2.43%) Telecoms
9 35 (2.36%) Advertising
10 34 (2.29%) Manufacturing
11 28 (1.89%) Legal
12 17 (1.15%) Law
13 15 (1.01%) Automotive
14 10 (0.67%) Electronics
15 9 (0.61%) Financial Institution
15 9 (0.61%) Publishing
16 8 (0.54%) French Language
17 6 (0.40%) Norwegian Language
18 5 (0.34%) Local Government
Job Titles
1 473 (31.92%) Developer
2 182 (12.28%) Architect
3 129 (8.70%) Senior Developer
4 112 (7.56%) Cloud Architect
5 100 (6.75%) Analyst
6 96 (6.48%) DevOps Engineer
7 89 (6.01%) AWS Architect
8 88 (5.94%) Solutions Architect
9 83 (5.60%) Software Engineer
10 81 (5.47%) Cloud Engineer
11 79 (5.33%) Java Developer
12 75 (5.06%) Data Engineer
13 68 (4.59%) Java Architect
14 64 (4.32%) Cloud Solutions Architect
15 57 (3.85%) Data Architect
16 55 (3.71%) Consultant
17 53 (3.58%) Full Stack Developer
18 52 (3.51%) Development Manager
18 52 (3.51%) Java Solutions Architect
18 52 (3.51%) Python Developer
Libraries, Frameworks & Software Standards
1 226 (15.25%) Web Services
2 177 (11.94%) React
3 163 (11.00%) HTML
4 154 (10.39%) Node.js
5 150 (10.12%) AngularJS
6 138 (9.31%) .NET
7 135 (9.11%) CSS
8 102 (6.88%) RESTful
9 95 (6.41%) Spring
10 83 (5.60%) gRPC
11 81 (5.47%) REST
12 69 (4.66%) Vue.js
13 65 (4.39%) OAuth
14 63 (4.25%) Spring Boot
15 62 (4.18%) Swagger
16 59 (3.98%) HTML5
17 57 (3.85%) RabbitMQ
18 47 (3.17%) .NET Core
18 47 (3.17%) ASP.NET
18 47 (3.17%) GraphQL
Miscellaneous
1 140 (9.45%) Analytical Skills
1 140 (9.45%) Hedge funds
2 105 (7.09%) Public Cloud
3 91 (6.14%) Greenfield Project
4 87 (5.87%) User Experience
5 84 (5.67%) Cloud Native
6 71 (4.79%) Mobile App
7 70 (4.72%) Fixed Income
8 66 (4.45%) Derivative
9 51 (3.44%) Algorithms
10 39 (2.63%) Credit Derivative
11 36 (2.43%) Social Media
12 34 (2.29%) Data Centre
13 29 (1.96%) Replication
14 28 (1.89%) Equities
15 27 (1.82%) Foreign Exchange (FX)
16 26 (1.75%) Self-Motivation
17 23 (1.55%) Enterprise Software
18 22 (1.48%) Virtual Team
19 21 (1.42%) Management Information System
Operating Systems
1 207 (13.97%) Linux
2 153 (10.32%) Windows
3 91 (6.14%) Android
4 57 (3.85%) Apple iOS
5 47 (3.17%) Unix
6 28 (1.89%) Windows Server
7 21 (1.42%) Windows 10
8 16 (1.08%) CentOS
9 10 (0.67%) Ubuntu
10 9 (0.61%) CoreOS
10 9 (0.61%) Windows 7
11 8 (0.54%) zOS
12 7 (0.47%) Mac OS
13 5 (0.34%) Windows Server 2012
14 4 (0.27%) Windows Server 2016
15 3 (0.20%) Debian
15 3 (0.20%) Fedora
15 3 (0.20%) Windows XP
16 2 (0.13%) Mac OS X
16 2 (0.13%) Windows Server 2008
Processes & Methodologies
1 532 (35.90%) Agile Software Development
2 451 (30.43%) DevOps
3 323 (21.79%) Analytics
4 296 (19.97%) Microservices
5 212 (14.30%) Scrum
6 197 (13.29%) Software Engineering
7 151 (10.19%) Business Intelligence
8 145 (9.78%) Asset Management
9 142 (9.58%) Investment Management
10 140 (9.45%) Mentoring
11 123 (8.30%) Continuous Integration
11 123 (8.30%) Problem-Solving
12 111 (7.49%) Migration
13 103 (6.95%) TDD
14 100 (6.75%) ETL
15 99 (6.68%) E-Commerce
15 99 (6.68%) Machine Learning
16 97 (6.55%) Fintech
17 88 (5.94%) Infrastructure as Code
18 86 (5.80%) Open Source
Programming Languages
1 527 (35.56%) Python
2 405 (27.33%) Java
3 356 (24.02%) SQL
4 298 (20.11%) JavaScript
5 142 (9.58%) C#
6 74 (4.99%) TypeScript
7 73 (4.93%) C
8 72 (4.86%) R
9 71 (4.79%) Bash Shell
10 67 (4.52%) Go
11 66 (4.45%) PHP
12 60 (4.05%) Ruby
13 56 (3.78%) PowerShell
14 51 (3.44%) Scala
15 44 (2.97%) Kotlin
16 42 (2.83%) C++
17 27 (1.82%) Shell Script
18 26 (1.75%) T-SQL
19 24 (1.62%) ES6
20 20 (1.35%) Java 8
Qualifications
1 166 (11.20%) Degree
2 73 (4.93%) Security Cleared
3 52 (3.51%) SC Cleared
4 51 (3.44%) Sun Certification
5 38 (2.56%) Computer Science Degree
6 27 (1.82%) Microsoft Certification
7 23 (1.55%) Cisco Certification
8 20 (1.35%) CCNA
8 20 (1.35%) MCSE
9 18 (1.21%) MCSA
10 15 (1.01%) AWS Certification
11 14 (0.94%) CISSP
12 13 (0.88%) DV Cleared
13 12 (0.81%) Master's Degree
13 12 (0.81%) MCTS
13 12 (0.81%) TOGAF Certification
14 10 (0.67%) PhD
15 8 (0.54%) CISM
16 5 (0.34%) GIAC
16 5 (0.34%) MCP
Quality Assurance & Compliance
1 73 (4.93%) QA
2 28 (1.89%) ISO/IEC 27001
3 25 (1.69%) NIST
4 21 (1.42%) Data Quality
5 16 (1.08%) SLA
6 15 (1.01%) GDPR
6 15 (1.01%) NCSC
6 15 (1.01%) NIST 800
7 6 (0.40%) ISO 22301
7 6 (0.40%) ISO 9001
8 5 (0.34%) ISO 13485
8 5 (0.34%) PCI DSS
9 4 (0.27%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 1 (0.067%) Dodd-Frank
10 1 (0.067%) EMIR
10 1 (0.067%) GMP
10 1 (0.067%) ISO/IEC 20000
10 1 (0.067%) MiFID
System Software
1 329 (22.20%) Docker
2 59 (3.98%) Active Directory
3 38 (2.56%) VMware Infrastructure
4 10 (0.67%) Virtual Machines
5 7 (0.47%) Varnish
5 7 (0.47%) vSphere
6 6 (0.40%) VMware ESXi
7 5 (0.34%) Hyper-V
8 3 (0.20%) oVirt
8 3 (0.20%) Slurm Workload Manager
8 3 (0.20%) VirtualBox
8 3 (0.20%) VMware Workstation
8 3 (0.20%) Xen
9 2 (0.13%) BitLocker
10 1 (0.067%) Ceph
10 1 (0.067%) Gluster
10 1 (0.067%) iptables
10 1 (0.067%) LXC
10 1 (0.067%) Snort
10 1 (0.067%) VMware NSX
Systems Management
1 388 (26.18%) Kubernetes
2 220 (14.84%) Terraform
3 137 (9.24%) Ansible
4 68 (4.59%) Puppet
5 49 (3.31%) Grafana
6 45 (3.04%) Opscode Chef
7 16 (1.08%) Single Sign-On
8 14 (0.94%) Salt
9 13 (0.88%) Nagios
9 13 (0.88%) SCCM
10 12 (0.81%) ZABBIX
11 11 (0.74%) Microsoft Intune
12 10 (0.67%) Kibana
13 8 (0.54%) Docker Swarm
13 8 (0.54%) Packer
14 7 (0.47%) Consul
14 7 (0.47%) Opsview
14 7 (0.47%) Prometheus
15 6 (0.40%) Graphite
15 6 (0.40%) Rancher
Vendors
1 227 (15.32%) Microsoft
2 75 (5.06%) Oracle
3 51 (3.44%) VMware
4 46 (3.10%) Splunk
5 45 (3.04%) Adobe
6 40 (2.70%) IBM
6 40 (2.70%) ServiceNow
7 39 (2.63%) SAP
8 31 (2.09%) Apple
9 27 (1.82%) Cisco
9 27 (1.82%) Facebook
9 27 (1.82%) Salesforce.com
10 26 (1.75%) Atlassian
11 24 (1.62%) Red Hat
12 13 (0.88%) Databricks
12 13 (0.88%) Twitter
13 12 (0.81%) Dell
14 10 (0.67%) DoubleClick
14 10 (0.67%) Instagram
14 10 (0.67%) Teradata