Period
to 22 May 2018

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 22 May 2018 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
22 May 2018
Same period 2017 Same period 2016
Rank 105 170 199
Rank change year-on-year +65 +29 0
Permanent jobs citing Google 4,819 3,326 3,283
As % of all permanent IT jobs advertised in England 3.00% 2.09% 1.74%
As % of the Vendors category 6.73% 4.74% 3.83%
Number of salaries quoted 4,122 2,714 2,916
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £26,250 £26,750 £27,000
90th Percentile £83,750 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.88%

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 71,554 70,211 85,638
As % of all permanent IT jobs advertised in England 44.52% 44.10% 45.33%
Number of salaries quoted 56,543 56,785 70,842
England median annual salary £48,500 £47,500 £45,000
Median salary % change year-on-year +2.11% +5.56% -
10th Percentile £27,000 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

Google
Job Vacancy Trend in England

Job postings citing Google as a percentage of all IT jobs advertised in England.

Job vacancy trend for Google in England

Google
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Google in England.

Salary trend for Google in England

Google
Salary Histogram in England

The salary distribution of IT jobs citing Google in England over the 6 months to 22 May 2018.

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 22 May 2018. 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 +20 2,149 £60,000 +9.09% 360
North of England +66 934 £40,000 +6.67% 179
South East +97 700 £40,000 - 104
North West +35 490 £40,000 - 90
Midlands +53 432 £35,000 -5.41% 146
Yorkshire +110 394 £38,500 -9.41% 82
South West +96 327 £42,500 -5.56% 55
East of England +59 266 £55,000 +22.22% 50
West Midlands +49 242 £34,000 -8.11% 76
East Midlands +59 190 £35,000 - 70
North East -12 50 £37,500 +50.00% 7
Google
UK

For the 6 months to 22 May 2018, 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 1,984 (41.17%) Amazon AWS
2 1,857 (38.53%) Agile Software Development
3 1,524 (31.62%) Microsoft Azure
4 1,383 (28.70%) Google Cloud Platform
5 1,211 (25.13%) Analytics
6 1,124 (23.32%) JavaScript
7 1,033 (21.44%) Python
8 971 (20.15%) DevOps
9 966 (20.05%) SQL
10 960 (19.92%) Java
11 924 (19.17%) HTML
12 851 (17.66%) Microsoft
13 849 (17.62%) C#
14 832 (17.26%) .NET
15 822 (17.06%) CSS
16 803 (16.66%) Marketing
17 760 (15.77%) Linux
18 744 (15.44%) Google Analytics
19 697 (14.46%) TDD
20 653 (13.55%) Docker
21 634 (13.16%) Git (software)
22 627 (13.01%) Finance
23 615 (12.76%) SQL Server
24 590 (12.24%) MVC
25 589 (12.22%) Software Engineering
26 574 (11.91%) Degree
27 561 (11.64%) AngularJS
28 542 (11.25%) Continuous Integration
29 541 (11.23%) Windows
30 521 (10.81%) Node.js

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
1 242 (5.02%) Apache Spark
2 195 (4.05%) Elasticsearch
3 165 (3.42%) CMS
4 130 (2.70%) Apache
5 114 (2.37%) OpenStack
6 103 (2.14%) MS Exchange
6 103 (2.14%) WordPress
7 83 (1.72%) SharePoint
8 69 (1.43%) IIS
8 69 (1.43%) SAS
9 68 (1.41%) Tomcat
10 62 (1.29%) Confluence
11 45 (0.93%) Drupal
12 37 (0.77%) JBoss
13 29 (0.60%) nginx
14 28 (0.58%) Cloud Foundry
14 28 (0.58%) WebSphere
15 26 (0.54%) IBM Notes
16 23 (0.48%) Skype for Business
17 21 (0.44%) Sitecore CMS
Applications
1 156 (3.24%) Microsoft Excel
2 132 (2.74%) Microsoft Office
3 112 (2.32%) Photoshop
4 66 (1.37%) Adobe Illustrator
5 38 (0.79%) Microsoft PowerPoint
6 36 (0.75%) Adobe Creative Suite
7 28 (0.58%) InVision
8 26 (0.54%) InDesign
9 20 (0.42%) SPSS
10 19 (0.39%) UXPin
11 11 (0.23%) Microsoft Project
12 9 (0.19%) Spreadsheet
13 8 (0.17%) OmniGraffle
13 8 (0.17%) Pixate
14 7 (0.15%) Adobe Premiere
15 5 (0.10%) Adobe After Effects
16 3 (0.062%) Chatbot
16 3 (0.062%) MS Visio
16 3 (0.062%) SketchUp
17 2 (0.042%) Blender
Business Applications
1 42 (0.87%) Magento
2 35 (0.73%) WebTrends
3 16 (0.33%) Dynamics CRM
4 10 (0.21%) Payment Gateway
5 8 (0.17%) Oracle EBS
5 8 (0.17%) Salesforce.com CRM
5 8 (0.17%) Shopify
6 7 (0.15%) Unit4 Business World
7 6 (0.12%) Abakus
7 6 (0.12%) Distributed Ledger
7 6 (0.12%) Sage 200
7 6 (0.12%) SAP S/4HANA
8 5 (0.10%) Dynamics AX
8 5 (0.10%) Oracle EBS R12
8 5 (0.10%) Oracle ERP
8 5 (0.10%) Oracle Procure-to-Pay
9 4 (0.083%) Eloqua
9 4 (0.083%) iTrent
10 3 (0.062%) SessionCam
10 3 (0.062%) Unica
Cloud Services
1 1,984 (41.17%) Amazon AWS
2 1,524 (31.62%) Microsoft Azure
3 1,383 (28.70%) Google Cloud Platform
4 744 (15.44%) Google Analytics
5 274 (5.69%) Office 365
6 236 (4.90%) IaaS
7 217 (4.50%) AdWords
8 207 (4.30%) SaaS
9 200 (4.15%) PaaS
10 175 (3.63%) G Suite
11 167 (3.47%) Google Play
12 129 (2.68%) Serverless
13 116 (2.41%) GitHub
14 106 (2.20%) Adobe Analytics
15 94 (1.95%) Cloud Computing
16 86 (1.78%) AWS CloudFormation
17 84 (1.74%) Amazon EC2
18 81 (1.68%) Slack
19 80 (1.66%) Amazon S3
20 71 (1.47%) Google Tag Manager
Communications & Networking
1 211 (4.38%) Firewall
2 173 (3.59%) DNS
3 134 (2.78%) VPN
4 129 (2.68%) HTTP
5 127 (2.64%) Internet
6 121 (2.51%) TCP/IP
7 104 (2.16%) DHCP
8 85 (1.76%) WAN
9 74 (1.54%) Network Security
10 68 (1.41%) LAN
11 66 (1.37%) SAN
12 57 (1.18%) VoIP
13 48 (1.00%) MPLS
14 46 (0.95%) NAS
14 46 (0.95%) Wireless
15 41 (0.85%) VLAN
16 35 (0.73%) SMS
17 33 (0.68%) WLAN
18 32 (0.66%) Cisco ASA
19 25 (0.52%) Kerberos
Database & Business Intelligence
1 615 (12.76%) SQL Server
2 412 (8.55%) MySQL
3 409 (8.49%) Big Data
4 369 (7.66%) NoSQL
5 324 (6.72%) MongoDB
6 259 (5.37%) Hadoop
7 168 (3.49%) Apache Cassandra
8 131 (2.72%) PostgreSQL
9 129 (2.68%) SQL Server 2016
10 117 (2.43%) Redis
11 108 (2.24%) Power BI
12 107 (2.22%) Relational Database
13 105 (2.18%) Data Warehouse
14 90 (1.87%) SQL Server 2014
15 85 (1.76%) Apache Hive
16 84 (1.74%) SQL Server Integration Services
17 72 (1.49%) SQL Server Reporting Services
18 65 (1.35%) BigQuery
19 61 (1.27%) Amazon Redshift
20 60 (1.25%) Azure SQL Database
Development Applications
1 634 (13.16%) Git (software)
2 438 (9.09%) Jenkins
3 263 (5.46%) JIRA
4 178 (3.69%) Selenium
5 172 (3.57%) Visual Studio
6 160 (3.32%) TeamCity
7 154 (3.20%) Atlassian Bamboo
8 151 (3.13%) Maven
9 113 (2.34%) Cucumber
10 110 (2.28%) Subversion
11 106 (2.20%) Team Foundation Server
12 101 (2.10%) Vagrant
13 90 (1.87%) Octopus Deploy
14 75 (1.56%) SoapUI
15 74 (1.54%) gulp
16 73 (1.51%) Grunt
17 70 (1.45%) webpack
18 62 (1.29%) Travis CI
19 59 (1.22%) Visual Studio Team System
20 53 (1.10%) Gradle
General
1 803 (16.66%) Marketing
2 627 (13.01%) Finance
3 428 (8.88%) Retail
4 315 (6.54%) Games
5 159 (3.30%) Advertising
6 123 (2.55%) Banking
7 119 (2.47%) Manufacturing
7 119 (2.47%) Telecoms
8 50 (1.04%) Electronics
9 49 (1.02%) Automotive
10 45 (0.93%) Law
10 45 (0.93%) Publishing
11 42 (0.87%) Legal
12 32 (0.66%) German Language
13 22 (0.46%) Italian Language
14 20 (0.42%) Brand Awareness
15 18 (0.37%) Financial Institution
15 18 (0.37%) Local Government
16 15 (0.31%) Billing
17 14 (0.29%) Pharmaceutical
Job Titles
1 1,685 (34.97%) Developer
2 507 (10.52%) Architect
3 419 (8.69%) .NET Developer
4 365 (7.57%) Analyst
5 302 (6.27%) Senior Developer
6 297 (6.16%) DevOps Engineer
7 278 (5.77%) Java Developer
8 207 (4.30%) Software Engineer
9 206 (4.27%) Cloud Architect
9 206 (4.27%) Solutions Architect
10 183 (3.80%) C# Developer
11 180 (3.74%) Consultant
12 167 (3.47%) Software Developer
13 165 (3.42%) Junior
14 150 (3.11%) PHP Developer
15 143 (2.97%) JavaScript Developer
16 140 (2.91%) Java Engineer
17 138 (2.86%) Front End Developer (Client-Side Developer)
18 133 (2.76%) Cloud Engineer
19 130 (2.70%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 924 (19.17%) HTML
2 832 (17.26%) .NET
3 822 (17.06%) CSS
4 561 (11.64%) AngularJS
5 521 (10.81%) Node.js
6 515 (10.69%) Web Services
7 493 (10.23%) ASP.NET
8 384 (7.97%) RESTful
9 358 (7.43%) React
10 339 (7.03%) ASP.NET MVC
11 332 (6.89%) HTML5
12 309 (6.41%) jQuery
13 271 (5.62%) ASP.NET Web API
14 266 (5.52%) REST
15 252 (5.23%) CSS3
16 225 (4.67%) WCF
17 195 (4.05%) XML
18 166 (3.44%) Kafka
19 158 (3.28%) JSON
20 155 (3.22%) ASP.NET MVC 5
Miscellaneous
1 496 (10.29%) Analytical Skills
2 473 (9.82%) User Experience
3 361 (7.49%) Computer Science
4 279 (5.79%) Social Media
5 264 (5.48%) Mobile App
6 215 (4.46%) Self-Motivation
7 172 (3.57%) Public Cloud
8 142 (2.95%) iPhone
9 128 (2.66%) Algorithms
9 128 (2.66%) Data Centre
10 118 (2.45%) Greenfield Project
11 116 (2.41%) Fintech
12 109 (2.26%) Enterprise Software
13 95 (1.97%) BBC
14 85 (1.76%) Management Information System
15 64 (1.33%) Private Cloud
16 56 (1.16%) Blog
17 50 (1.04%) Data Structures
18 47 (0.98%) Smartphone
19 41 (0.85%) Replication
Operating Systems
1 760 (15.77%) Linux
2 541 (11.23%) Windows
3 324 (6.72%) Android
4 181 (3.76%) Windows Server
5 155 (3.22%) Unix
6 150 (3.11%) Apple iOS
7 91 (1.89%) Windows 7
8 82 (1.70%) CentOS
8 82 (1.70%) Ubuntu
9 61 (1.27%) Red Hat Enterprise Linux
10 59 (1.22%) Windows Server 2008
11 53 (1.10%) Mac OS X
12 44 (0.91%) CoreOS
13 43 (0.89%) Debian
13 43 (0.89%) Windows 10
14 34 (0.71%) Windows Server 2012
15 27 (0.56%) Mac OS
16 18 (0.37%) Windows 8
17 11 (0.23%) DC/OS
18 10 (0.21%) VMS
Processes & Methodologies
1 1,857 (38.53%) Agile Software Development
2 1,211 (25.13%) Analytics
3 971 (20.15%) DevOps
4 697 (14.46%) TDD
5 590 (12.24%) MVC
6 589 (12.22%) Software Engineering
7 542 (11.25%) Continuous Integration
8 463 (9.61%) Problem-Solving
9 407 (8.45%) Microservices
10 405 (8.40%) Scrum
11 386 (8.01%) Open Source
12 382 (7.93%) E-Commerce
13 348 (7.22%) BDD
14 346 (7.18%) Digital Marketing
15 333 (6.91%) Web Development
16 327 (6.79%) SEO
17 321 (6.66%) Test Automation
18 297 (6.16%) OO
19 284 (5.89%) Front End Development
20 281 (5.83%) Machine Learning
Programming Languages
1 1,124 (23.32%) JavaScript
2 1,033 (21.44%) Python
3 966 (20.05%) SQL
4 960 (19.92%) Java
5 849 (17.62%) C#
6 411 (8.53%) PHP
7 409 (8.49%) Ruby
8 266 (5.52%) Bash Shell
9 221 (4.59%) Go
10 216 (4.48%) PowerShell
11 197 (4.09%) Scala
12 171 (3.55%) C++
13 101 (2.10%) Java 8
14 99 (2.05%) C
14 99 (2.05%) R
15 94 (1.95%) Perl
16 80 (1.66%) TypeScript
17 77 (1.60%) Objective-C
18 66 (1.37%) T-SQL
19 58 (1.20%) Shell Script
Qualifications
1 574 (11.91%) Degree
2 126 (2.61%) Computer Science Degree
3 110 (2.28%) Microsoft Certification
4 87 (1.81%) Cisco Certification
5 77 (1.60%) Security Cleared
6 68 (1.41%) PhD
7 59 (1.22%) MCSE
8 46 (0.95%) CCIE
8 46 (0.95%) PMI Certification
9 43 (0.89%) Master's Degree
10 41 (0.85%) AWS Certification
10 41 (0.85%) CCNA
11 39 (0.81%) CCNP
12 35 (0.73%) Numerate Degree
13 32 (0.66%) SC Cleared
14 29 (0.60%) VMware Certified Professional (VCP)
15 28 (0.58%) Sun Certification
16 27 (0.56%) ISTQB
17 22 (0.46%) CCIE Data Center
17 22 (0.46%) CCIE Service Provider
Quality Assurance & Compliance
1 186 (3.86%) QA
2 157 (3.26%) GCP
3 57 (1.18%) SLA
4 42 (0.87%) Data Quality
5 26 (0.54%) GDPR
6 16 (0.33%) ISO/IEC 27001
6 16 (0.33%) PCI DSS
7 12 (0.25%) PMO
8 8 (0.17%) Cyber Essentials
9 7 (0.15%) Cyber Essentials PLUS
9 7 (0.15%) ISO 14001
9 7 (0.15%) ISO 9001
10 5 (0.10%) COBIT
11 4 (0.083%) SEPA
11 4 (0.083%) Solvency II
12 1 (0.021%) Dodd-Frank
12 1 (0.021%) EMIR
12 1 (0.021%) FATCA
12 1 (0.021%) MiFID
12 1 (0.021%) Val IT
System Software
1 653 (13.55%) Docker
2 362 (7.51%) Active Directory
3 202 (4.19%) VMware Infrastructure
4 121 (2.51%) Hyper-V
5 44 (0.91%) Virtual Machines
6 42 (0.87%) XenApp
7 38 (0.79%) VirtualBox
8 26 (0.54%) Virtual Desktop
9 25 (0.52%) XenDesktop
10 24 (0.50%) HDFS
11 20 (0.42%) Microsoft App-V
12 19 (0.39%) KVM
13 18 (0.37%) Terminal Services
14 17 (0.35%) vSphere
14 17 (0.35%) Xen
15 16 (0.33%) Ceph
16 15 (0.31%) LXC
17 14 (0.29%) Apache Flume
17 14 (0.29%) VMware ESXi
17 14 (0.29%) XenServer
Systems Management
1 455 (9.44%) Kubernetes
2 439 (9.11%) Puppet
3 372 (7.72%) Ansible
4 369 (7.66%) Opscode Chef
5 319 (6.62%) Terraform
6 100 (2.08%) Kibana
7 72 (1.49%) Nagios
8 61 (1.27%) SCCM
9 52 (1.08%) Prometheus
10 50 (1.04%) Backup Exec
10 50 (1.04%) Salt
11 47 (0.98%) Docker Swarm
12 44 (0.91%) Packer
13 38 (0.79%) ZABBIX
14 33 (0.68%) AirWatch
15 30 (0.62%) Graphite
16 29 (0.60%) Systems Management Server (SMS)
17 28 (0.58%) Consul
17 28 (0.58%) Microsoft Intune
18 23 (0.48%) Automic
Vendors
1 851 (17.66%) Microsoft
2 461 (9.57%) Twitter
3 335 (6.95%) VMware
4 244 (5.06%) Adobe
5 241 (5.00%) Facebook
6 231 (4.79%) Apple
7 227 (4.71%) Cisco
8 209 (4.34%) Tableau
9 184 (3.82%) IBM
10 175 (3.63%) Oracle
11 131 (2.72%) SAP
12 129 (2.68%) Salesforce.com
13 122 (2.53%) HP
14 99 (2.05%) Citrix
15 96 (1.99%) Yahoo!
16 95 (1.97%) Red Hat
17 93 (1.93%) Sony
18 83 (1.72%) Splunk
19 81 (1.68%) Talend
20 72 (1.49%) Cloudera