Period
to 20 February 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 20 February 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
20 Feb 2018
Same period 2017 Same period 2016
Rank 100 178 182
Rank change year-on-year +78 +4 +29
Permanent jobs citing Google 5,015 3,138 3,764
As % of all permanent IT jobs advertised in England 3.03% 1.90% 1.91%
As % of the Vendors category 6.81% 4.36% 4.19%
Number of salaries quoted 4,357 2,596 3,251
England median annual salary £45,000 £47,500 £43,000
Median salary % change year-on-year -5.26% +10.47% +1.18%
10th Percentile £25,750 £27,000 £25,750
90th Percentile £80,000 £75,000 £73,750
UK median annual salary £45,000 £47,500 £42,500
% change year-on-year -5.26% +11.76% -

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 73,683 71,943 89,752
As % of all permanent IT jobs advertised in England 44.54% 43.63% 45.53%
Number of salaries quoted 58,923 58,294 74,136
England median annual salary £47,500 £47,000 £45,000
Median salary % change year-on-year +1.06% +4.44% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £76,250 £75,000 £73,750
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 20 February 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 20 February 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 +40 2,175 £60,000 +14.29% 382
North of England +97 1,025 £40,000 - 183
South East +81 671 £40,000 -11.11% 117
North West +61 559 £40,000 - 96
Midlands +66 540 £35,000 -6.67% 115
Yorkshire +122 418 £37,500 -11.76% 75
South West +136 313 £42,500 +6.25% 56
East of England +69 301 £51,500 +14.44% 68
West Midlands +32 288 £35,000 -6.67% 67
East Midlands +83 262 £35,000 - 47
North East +6 48 £37,500 +50.00% 12
Google
UK

For the 6 months to 20 February 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 1,950 (38.88%) Agile Software Development
2 1,704 (33.98%) Amazon AWS
3 1,344 (26.80%) JavaScript
4 1,333 (26.58%) Analytics
5 1,238 (24.69%) Microsoft Azure
6 1,158 (23.09%) Google Cloud Platform
7 1,069 (21.32%) HTML
8 964 (19.22%) Java
9 954 (19.02%) CSS
10 939 (18.72%) C#
11 924 (18.42%) SQL
12 921 (18.36%) Marketing
13 917 (18.29%) Python
14 889 (17.73%) .NET
15 843 (16.81%) Google Analytics
16 824 (16.43%) TDD
17 790 (15.75%) DevOps
18 770 (15.35%) Microsoft
19 717 (14.30%) MVC
20 716 (14.28%) Linux
21 647 (12.90%) Git (software)
22 641 (12.78%) SQL Server
23 630 (12.56%) Degree
24 623 (12.42%) Node.js
25 620 (12.36%) AngularJS
26 619 (12.34%) ASP.NET
27 580 (11.57%) Finance
28 565 (11.27%) Software Engineering
28 565 (11.27%) RESTful
29 563 (11.23%) Twitter

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
1 211 (4.21%) Apache Spark
2 174 (3.47%) Elasticsearch
3 173 (3.45%) CMS
4 154 (3.07%) Apache
5 103 (2.05%) WordPress
6 99 (1.97%) OpenStack
7 92 (1.83%) SAS
8 69 (1.38%) MS Exchange
9 56 (1.12%) Confluence
10 50 (1.00%) Drupal
10 50 (1.00%) SharePoint
11 47 (0.94%) Tomcat
12 46 (0.92%) nginx
13 36 (0.72%) IIS
14 32 (0.64%) JBoss
15 29 (0.58%) Cloud Foundry
16 26 (0.52%) Apache Solr
17 19 (0.38%) Skype for Business
18 18 (0.36%) IBM Notes
18 18 (0.36%) Joomla!
Applications
1 213 (4.25%) Microsoft Excel
2 137 (2.73%) Microsoft Office
3 85 (1.69%) Photoshop
4 54 (1.08%) Adobe Illustrator
5 48 (0.96%) Microsoft PowerPoint
6 46 (0.92%) Adobe Creative Suite
7 31 (0.62%) SPSS
8 23 (0.46%) InVision
9 10 (0.20%) InDesign
9 10 (0.20%) UXPin
10 7 (0.14%) Spreadsheet
11 6 (0.12%) Microsoft Project
12 5 (0.100%) Adobe Premiere
12 5 (0.100%) Chatbot
13 4 (0.080%) Adobe After Effects
14 3 (0.060%) MS Visio
15 2 (0.040%) AutoCAD
15 2 (0.040%) Mathematica
15 2 (0.040%) SketchUp
16 1 (0.020%) GIMP
Business Applications
1 74 (1.48%) WebTrends
2 71 (1.42%) Magento
3 19 (0.38%) Shopify
4 14 (0.28%) Dynamics CRM
5 13 (0.26%) Payment Gateway
5 13 (0.26%) Unit4 Business World
6 9 (0.18%) iTrent
6 9 (0.18%) Oracle EBS
7 6 (0.12%) SessionCam
8 5 (0.100%) Adobe Campaign
8 5 (0.100%) Distributed Ledger
8 5 (0.100%) Eloqua
8 5 (0.100%) Sage 200
9 3 (0.060%) Dynamics AX
9 3 (0.060%) OpenCart
9 3 (0.060%) Unica
10 2 (0.040%) NetSuite
10 2 (0.040%) Salesforce.com CRM
10 2 (0.040%) SAP Hybris
10 2 (0.040%) thinkFolio
Cloud Services
1 1,704 (33.98%) Amazon AWS
2 1,238 (24.69%) Microsoft Azure
3 1,158 (23.09%) Google Cloud Platform
4 843 (16.81%) Google Analytics
5 285 (5.68%) Google Play
6 269 (5.36%) AdWords
7 248 (4.95%) SaaS
8 218 (4.35%) IaaS
9 217 (4.33%) Office 365
9 217 (4.33%) PaaS
10 149 (2.97%) G Suite
11 145 (2.89%) GitHub
12 124 (2.47%) Adobe Analytics
13 110 (2.19%) Serverless
14 91 (1.81%) Cloud Computing
15 77 (1.54%) Slack
16 60 (1.20%) Google Tag Manager
17 57 (1.14%) AWS CloudFormation
18 54 (1.08%) Amazon EC2
19 51 (1.02%) Google App Engine
Communications & Networking
1 187 (3.73%) Firewall
2 150 (2.99%) Internet
3 131 (2.61%) DNS
4 127 (2.53%) VPN
5 111 (2.21%) TCP/IP
6 109 (2.17%) HTTP
7 79 (1.58%) DHCP
8 69 (1.38%) LAN
9 65 (1.30%) WAN
10 51 (1.02%) VoIP
11 48 (0.96%) SAN
12 47 (0.94%) SMS
13 41 (0.82%) Network Security
14 38 (0.76%) Wireless
15 33 (0.66%) MPLS
16 29 (0.58%) NAS
17 25 (0.50%) ATM
17 25 (0.50%) VLAN
18 21 (0.42%) WLAN
19 20 (0.40%) Cisco ASA
Database & Business Intelligence
1 641 (12.78%) SQL Server
2 469 (9.35%) MySQL
3 447 (8.91%) Big Data
4 394 (7.86%) NoSQL
5 318 (6.34%) MongoDB
6 215 (4.29%) Hadoop
7 194 (3.87%) SQL Server 2014
8 161 (3.21%) Apache Cassandra
9 134 (2.67%) Data Warehouse
10 114 (2.27%) Redis
11 111 (2.21%) PostgreSQL
12 101 (2.01%) Relational Database
13 99 (1.97%) Power BI
14 97 (1.93%) BigQuery
15 90 (1.79%) SQL Server 2016
16 80 (1.60%) Apache Hive
17 62 (1.24%) Data Lake
18 57 (1.14%) SQL Server Integration Services
19 52 (1.04%) HBase
20 49 (0.98%) SQL Server Reporting Services
Development Applications
1 647 (12.90%) Git (software)
2 323 (6.44%) Jenkins
3 232 (4.63%) JIRA
4 146 (2.91%) Visual Studio
5 143 (2.85%) Maven
6 140 (2.79%) Selenium
7 130 (2.59%) Subversion
8 117 (2.33%) TeamCity
9 113 (2.25%) Atlassian Bamboo
10 103 (2.05%) Cucumber
11 101 (2.01%) JUnit
12 93 (1.85%) Team Foundation Server
13 88 (1.75%) Grunt
13 88 (1.75%) gulp
14 86 (1.71%) Gradle
15 77 (1.54%) webpack
16 69 (1.38%) Vagrant
17 63 (1.26%) Travis CI
18 57 (1.14%) Xcode
19 56 (1.12%) Android Studio
General
1 921 (18.36%) Marketing
2 580 (11.57%) Finance
3 413 (8.24%) Games
4 401 (8.00%) Retail
5 183 (3.65%) Banking
6 157 (3.13%) Advertising
7 97 (1.93%) Telecoms
8 83 (1.66%) Manufacturing
9 80 (1.60%) Publishing
10 39 (0.78%) Electronics
11 38 (0.76%) Legal
12 37 (0.74%) Law
13 33 (0.66%) Automotive
13 33 (0.66%) Billing
14 17 (0.34%) Local Government
15 15 (0.30%) Back Office
16 13 (0.26%) Brand Awareness
16 13 (0.26%) Investment Banking
16 13 (0.26%) Multimedia
17 12 (0.24%) Financial Institution
Job Titles
1 2,004 (39.96%) Developer
2 537 (10.71%) .NET Developer
3 409 (8.16%) Architect
4 389 (7.76%) Analyst
5 349 (6.96%) Senior Developer
6 314 (6.26%) Java Developer
7 253 (5.04%) DevOps Engineer
8 207 (4.13%) Front End Developer (Client-Side Developer)
9 206 (4.11%) Software Engineer
10 200 (3.99%) C# Developer
11 190 (3.79%) PHP Developer
12 184 (3.67%) JavaScript Developer
13 182 (3.63%) Consultant
14 179 (3.57%) Junior
15 169 (3.37%) Cloud Architect
16 164 (3.27%) Software Developer
17 157 (3.13%) Android Developer
18 152 (3.03%) C# .NET Developer
19 149 (2.97%) Solutions Architect
20 141 (2.81%) Social Media Developer
Libraries, Frameworks & Software Standards
1 1,069 (21.32%) HTML
2 954 (19.02%) CSS
3 889 (17.73%) .NET
4 623 (12.42%) Node.js
5 620 (12.36%) AngularJS
6 619 (12.34%) ASP.NET
7 565 (11.27%) RESTful
8 522 (10.41%) Web Services
9 427 (8.51%) HTML5
10 421 (8.39%) ASP.NET MVC
11 408 (8.14%) jQuery
12 404 (8.06%) React
13 332 (6.62%) CSS3
14 293 (5.84%) ASP.NET Web API
14 293 (5.84%) WCF
15 223 (4.45%) ASP.NET MVC 5
16 208 (4.15%) REST
16 208 (4.15%) Spring
17 192 (3.83%) XML
18 184 (3.67%) KnockoutJS
Miscellaneous
1 508 (10.13%) Analytical Skills
2 469 (9.35%) User Experience
3 398 (7.94%) Social Media
4 357 (7.12%) Mobile App
5 331 (6.60%) Computer Science
6 193 (3.85%) Greenfield Project
7 187 (3.73%) iPhone
8 155 (3.09%) Public Cloud
9 142 (2.83%) BBC
10 134 (2.67%) Fintech
11 132 (2.63%) Algorithms
12 114 (2.27%) Data Centre
13 75 (1.50%) Management Information System
14 69 (1.38%) Smartphone
15 64 (1.28%) Enterprise Software
16 53 (1.06%) Blog
17 49 (0.98%) Tandem
18 48 (0.96%) Private Cloud
19 40 (0.80%) Graphic Design
20 39 (0.78%) Data Structures
Operating Systems
1 716 (14.28%) Linux
2 456 (9.09%) Android
3 448 (8.93%) Windows
4 219 (4.37%) Apple iOS
5 148 (2.95%) Windows Server
6 128 (2.55%) Unix
7 90 (1.79%) CentOS
8 80 (1.60%) Ubuntu
9 65 (1.30%) Red Hat Enterprise Linux
10 53 (1.06%) Windows 7
11 48 (0.96%) CoreOS
12 44 (0.88%) Mac OS X
13 40 (0.80%) Windows Server 2012
14 39 (0.78%) Windows Server 2008
15 31 (0.62%) Debian
16 28 (0.56%) Windows 10
17 23 (0.46%) Windows Server 2003
18 17 (0.34%) Windows XP
19 16 (0.32%) Mac OS
20 13 (0.26%) Windows 8
Processes & Methodologies
1 1,950 (38.88%) Agile Software Development
2 1,333 (26.58%) Analytics
3 824 (16.43%) TDD
4 790 (15.75%) DevOps
5 717 (14.30%) MVC
6 565 (11.27%) Software Engineering
7 501 (9.99%) E-Commerce
8 443 (8.83%) BDD
9 438 (8.73%) Continuous Integration
10 421 (8.39%) Scrum
11 416 (8.30%) Web Development
12 411 (8.20%) Digital Marketing
13 393 (7.84%) SEO
14 390 (7.78%) Microservices
15 380 (7.58%) Open Source
16 357 (7.12%) Front End Development
17 331 (6.60%) OO
18 309 (6.16%) Test Automation
19 308 (6.14%) Machine Learning
20 280 (5.58%) Web Application Development
Programming Languages
1 1,344 (26.80%) JavaScript
2 964 (19.22%) Java
3 939 (18.72%) C#
4 924 (18.42%) SQL
5 917 (18.29%) Python
6 463 (9.23%) Ruby
7 455 (9.07%) PHP
8 203 (4.05%) Bash Shell
9 196 (3.91%) Scala
10 195 (3.89%) Go
11 177 (3.53%) C++
12 148 (2.95%) PowerShell
13 124 (2.47%) R
14 104 (2.07%) Objective-C
15 93 (1.85%) C
16 78 (1.56%) Perl
17 69 (1.38%) ES6
18 65 (1.30%) Apple Swift
19 58 (1.16%) F#
20 56 (1.12%) TypeScript
Qualifications
1 630 (12.56%) Degree
2 122 (2.43%) Computer Science Degree
3 85 (1.69%) Microsoft Certification
4 70 (1.40%) Cisco Certification
5 60 (1.20%) PhD
6 54 (1.08%) MCSE
7 51 (1.02%) Security Cleared
8 41 (0.82%) Master's Degree
9 40 (0.80%) PMI Certification
10 33 (0.66%) CCNP
11 32 (0.64%) Numerate Degree
12 31 (0.62%) CCNA
13 30 (0.60%) SC Cleared
14 28 (0.56%) AWS Certification
15 27 (0.54%) ISTQB
16 25 (0.50%) Sun Certification
17 24 (0.48%) PMP
18 23 (0.46%) ISEB
19 20 (0.40%) VMware Certified Professional (VCP)
20 19 (0.38%) MCP
Quality Assurance & Compliance
1 186 (3.71%) QA
2 92 (1.83%) GCP
3 57 (1.14%) Data Quality
4 42 (0.84%) Actionable Recommendations
5 36 (0.72%) SLA
6 35 (0.70%) GDPR
7 19 (0.38%) ISO/IEC 27001
8 17 (0.34%) PCI DSS
9 10 (0.20%) PMO
10 9 (0.18%) Solvency II
11 7 (0.14%) Cyber Essentials
11 7 (0.14%) Cyber Essentials PLUS
11 7 (0.14%) ISO 14001
11 7 (0.14%) ISO 9001
12 6 (0.12%) COBIT
13 5 (0.100%) SEPA
14 4 (0.080%) MiFID
14 4 (0.080%) Sarbanes-Oxley
15 2 (0.040%) PSD2
16 1 (0.020%) EMIR
System Software
1 539 (10.75%) Docker
2 296 (5.90%) Active Directory
3 172 (3.43%) VMware Infrastructure
4 121 (2.41%) Hyper-V
5 41 (0.82%) Virtual Machines
6 28 (0.56%) Ceph
7 24 (0.48%) XenApp
8 23 (0.46%) HDFS
9 21 (0.42%) Terminal Services
10 18 (0.36%) Virtual Desktop
11 15 (0.30%) XenDesktop
12 14 (0.28%) LXC
13 13 (0.26%) Apache Flume
13 13 (0.26%) Microsoft App-V
13 13 (0.26%) VirtualBox
14 12 (0.24%) KVM
14 12 (0.24%) VMware ESXi
15 11 (0.22%) vSphere
16 9 (0.18%) XenServer
17 6 (0.12%) vCloud
Systems Management
1 399 (7.96%) Puppet
2 392 (7.82%) Kubernetes
3 318 (6.34%) Opscode Chef
4 314 (6.26%) Ansible
5 206 (4.11%) Terraform
6 79 (1.58%) Kibana
7 54 (1.08%) Nagios
8 46 (0.92%) SCCM
9 40 (0.80%) Salt
10 36 (0.72%) Packer
11 30 (0.60%) ZABBIX
12 27 (0.54%) Backup Exec
13 26 (0.52%) Consul
13 26 (0.52%) Docker Swarm
13 26 (0.52%) Prometheus
14 21 (0.42%) Graphite
15 20 (0.40%) Mesos
15 20 (0.40%) Microsoft Intune
15 20 (0.40%) Single Sign-On
16 18 (0.36%) AirWatch
Vendors
1 770 (15.35%) Microsoft
2 563 (11.23%) Twitter
3 340 (6.78%) Apple
4 325 (6.48%) Facebook
5 309 (6.16%) VMware
6 271 (5.40%) Adobe
7 239 (4.77%) Tableau
8 165 (3.29%) Cisco
9 154 (3.07%) Oracle
10 153 (3.05%) Yahoo!
11 149 (2.97%) IBM
12 144 (2.87%) Sony
13 110 (2.19%) Salesforce.com
14 108 (2.15%) HP
15 101 (2.01%) Citrix
16 88 (1.75%) Red Hat
17 71 (1.42%) SAP
18 61 (1.22%) Omniture
19 56 (1.12%) Talend
20 50 (1.00%) Rackspace