Period
to 10 December 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 10 December 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
10 Dec 2018
Same period 2017 Same period 2016
Rank 104 119 202
Rank change year-on-year +15 +83 -18
Permanent jobs citing Google 4,519 4,624 3,092
As % of all permanent IT jobs advertised in England 3.04% 2.77% 1.77%
As % of the Vendors category 7.11% 6.26% 4.04%
Number of salaries quoted 3,688 4,025 2,618
England median annual salary £60,000 £47,500 £47,500
Median salary % change year-on-year +26.32% - +11.76%
10th Percentile £30,000 £26,100 £26,250
90th Percentile £95,000 £80,000 £72,500
UK median annual salary £60,000 £47,500 £47,500
% change year-on-year +26.32% - +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 63,515 73,850 76,511
As % of all permanent IT jobs advertised in England 42.67% 44.17% 43.84%
Number of salaries quoted 49,550 57,633 62,255
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £80,000 £75,250 £75,000
UK median annual salary £50,000 £47,500 £45,500
% change year-on-year +5.26% +4.40% +1.11%

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 10 December 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 10 December 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 +38 2,628 £67,500 +12.50% 515
North of England -35 554 £42,500 +6.25% 202
South East -9 476 £50,000 +28.21% 117
South West +20 332 £45,000 - 69
North West -45 303 £41,500 +3.75% 95
Midlands -44 287 £45,000 +28.57% 115
Yorkshire -27 235 £42,500 +10.39% 91
East of England -18 226 £50,000 - 58
West Midlands -37 156 £42,500 +21.43% 72
East Midlands -45 131 £45,000 +28.57% 43
North East -18 15 £35,000 -22.22% 16
Google
UK

For the 6 months to 10 December 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 2,207 (48.84%) Amazon AWS
2 2,075 (45.92%) Google Cloud Platform
3 1,761 (38.97%) Microsoft Azure
4 1,754 (38.81%) Agile Software Development
5 1,242 (27.48%) Python
6 1,149 (25.43%) Analytics
7 1,137 (25.16%) DevOps
8 981 (21.71%) Java
9 873 (19.32%) Docker
10 832 (18.41%) SQL
11 798 (17.66%) Linux
12 767 (16.97%) JavaScript
13 714 (15.80%) Microsoft
14 705 (15.60%) Kubernetes
15 693 (15.34%) C#
16 667 (14.76%) .NET
17 658 (14.56%) Google Analytics
18 650 (14.38%) Software Engineering
19 624 (13.81%) Finance
20 615 (13.61%) HTML
21 590 (13.06%) Marketing
22 576 (12.75%) Microservices
23 571 (12.64%) Degree
24 563 (12.46%) TDD
25 539 (11.93%) Windows
26 534 (11.82%) Continuous Integration
27 522 (11.55%) SQL Server
28 521 (11.53%) Git (software)
29 517 (11.44%) Ansible
30 514 (11.37%) Scrum

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
1 295 (6.53%) Elasticsearch
2 211 (4.67%) Apache Spark
3 163 (3.61%) Apache
4 121 (2.68%) CMS
4 121 (2.68%) OpenStack
5 90 (1.99%) Cloud Foundry
6 89 (1.97%) MS Exchange
7 82 (1.81%) Tomcat
8 72 (1.59%) nginx
9 69 (1.53%) Confluence
10 66 (1.46%) SharePoint
11 59 (1.31%) WebSphere
12 58 (1.28%) SAS
13 56 (1.24%) WebLogic
14 52 (1.15%) WordPress
15 47 (1.04%) IIS
16 34 (0.75%) Ethereum
17 24 (0.53%) Skype for Business
18 23 (0.51%) Apache Solr
19 22 (0.49%) JBoss
Applications
1 178 (3.94%) Microsoft Office
2 129 (2.85%) Microsoft Excel
3 78 (1.73%) Chatbot
4 63 (1.39%) Photoshop
5 53 (1.17%) Microsoft PowerPoint
6 24 (0.53%) InVision
7 23 (0.51%) Adobe Illustrator
8 20 (0.44%) Adobe Creative Suite
9 19 (0.42%) SPSS
10 10 (0.22%) Spreadsheet
11 7 (0.15%) Maya
12 5 (0.11%) AutoCAD
13 4 (0.089%) Adobe Premiere
13 4 (0.089%) MS Visio
13 4 (0.089%) Snapchat
14 3 (0.066%) 3ds Max
14 3 (0.066%) UXPin
15 2 (0.044%) HipChat
15 2 (0.044%) InDesign
15 2 (0.044%) Stata
Business Applications
1 23 (0.51%) Ripple
2 21 (0.46%) Distributed Ledger
3 17 (0.38%) Magento
4 16 (0.35%) SAP Hybris
5 13 (0.29%) Dynamics CRM
6 10 (0.22%) WebTrends
7 8 (0.18%) FastStats
7 8 (0.18%) Unica
8 7 (0.15%) Dynamics AX
8 7 (0.15%) Salesforce.com CRM
8 7 (0.15%) Shopify
9 6 (0.13%) Adobe Campaign
9 6 (0.13%) Dynamics NAV
10 5 (0.11%) Abakus
11 4 (0.089%) Eloqua
11 4 (0.089%) Payment Gateway
12 3 (0.066%) Sprinklr
13 1 (0.022%) Infor CloudSuite
13 1 (0.022%) Raiser's Edge
13 1 (0.022%) SAP S/4HANA
Cloud Services
1 2,207 (48.84%) Amazon AWS
2 2,075 (45.92%) Google Cloud Platform
3 1,761 (38.97%) Microsoft Azure
4 658 (14.56%) Google Analytics
5 314 (6.95%) PaaS
6 266 (5.89%) SaaS
7 253 (5.60%) Office 365
8 226 (5.00%) G Suite
9 213 (4.71%) IaaS
10 212 (4.69%) Google Play
11 189 (4.18%) Cloud Computing
12 157 (3.47%) Serverless
13 144 (3.19%) IBM Cloud
14 137 (3.03%) AdWords
15 123 (2.72%) GitHub
16 113 (2.50%) AWS CloudFormation
17 82 (1.81%) Google Tag Manager
18 81 (1.79%) OpenShift
19 77 (1.70%) Adobe Analytics
20 57 (1.26%) Amazon S3
Communications & Networking
1 186 (4.12%) Firewall
2 147 (3.25%) TCP/IP
3 138 (3.05%) DNS
4 92 (2.04%) Internet
5 91 (2.01%) LAN
6 90 (1.99%) SAN
7 88 (1.95%) VPN
8 86 (1.90%) DHCP
9 77 (1.70%) WAN
10 70 (1.55%) HTTP
11 64 (1.42%) VLAN
12 48 (1.06%) Wi-Fi
13 40 (0.89%) Skype
14 38 (0.84%) VoIP
14 38 (0.84%) Wireless
15 32 (0.71%) Network Security
16 22 (0.49%) Cisco ASA
17 20 (0.44%) WebEx
18 19 (0.42%) Cisco IOS
19 18 (0.40%) Intranet
Database & Business Intelligence
1 522 (11.55%) SQL Server
2 413 (9.14%) Big Data
3 354 (7.83%) NoSQL
4 333 (7.37%) MySQL
5 277 (6.13%) Hadoop
6 204 (4.51%) MongoDB
7 191 (4.23%) Relational Database
8 185 (4.09%) PostgreSQL
9 162 (3.58%) Data Warehouse
10 154 (3.41%) SQL Server 2016
11 136 (3.01%) BigQuery
12 118 (2.61%) Apache Cassandra
13 100 (2.21%) Power BI
14 94 (2.08%) Apache Hive
15 90 (1.99%) Amazon Redshift
16 86 (1.90%) RDBMS
17 79 (1.75%) Redis
18 77 (1.70%) SQL Server Integration Services
19 75 (1.66%) Blockchain
20 74 (1.64%) HBase
Development Applications
1 521 (11.53%) Git (software)
2 440 (9.74%) Jenkins
3 314 (6.95%) JIRA
4 199 (4.40%) Selenium
5 197 (4.36%) TeamCity
6 125 (2.77%) Atlassian Bamboo
7 93 (2.06%) Vagrant
8 90 (1.99%) Visual Studio
9 86 (1.90%) Cucumber
9 86 (1.90%) Team Foundation Server
10 84 (1.86%) Maven
11 82 (1.81%) Subversion
12 73 (1.62%) Travis CI
12 73 (1.62%) webpack
13 64 (1.42%) JMeter
13 64 (1.42%) SoapUI
14 63 (1.39%) CircleCI
15 61 (1.35%) Octopus Deploy
16 56 (1.24%) GitLab
17 54 (1.19%) gulp
General
1 624 (13.81%) Finance
2 590 (13.06%) Marketing
3 393 (8.70%) Retail
4 312 (6.90%) Games
5 200 (4.43%) Banking
6 110 (2.43%) Telecoms
7 99 (2.19%) Manufacturing
8 98 (2.17%) Advertising
9 82 (1.81%) Law
10 75 (1.66%) Publishing
11 56 (1.24%) Electronics
12 42 (0.93%) Legal
13 28 (0.62%) Automotive
14 25 (0.55%) Front Office
14 25 (0.55%) Local Government
15 23 (0.51%) Investment Banking
16 15 (0.33%) Back Office
17 13 (0.29%) Brand Awareness
17 13 (0.29%) Multimedia
18 12 (0.27%) Military
Job Titles
1 1,227 (27.15%) Developer
2 565 (12.50%) Architect
3 426 (9.43%) DevOps Engineer
4 334 (7.39%) .NET Developer
5 331 (7.32%) Analyst
6 326 (7.21%) Cloud Architect
7 231 (5.11%) Senior Developer
8 224 (4.96%) Software Engineer
9 212 (4.69%) Java Developer
10 187 (4.14%) Cloud Engineer
11 168 (3.72%) C# Developer
12 167 (3.70%) AWS Architect
13 166 (3.67%) Solutions Architect
14 146 (3.23%) Azure Architect
15 143 (3.16%) Consultant
16 125 (2.77%) C# .NET Developer
17 119 (2.63%) AWS Engineer
18 115 (2.54%) AWS DevOps
19 110 (2.43%) Data Engineer
20 104 (2.30%) Software Developer
Libraries, Frameworks & Software Standards
1 667 (14.76%) .NET
2 615 (13.61%) HTML
3 508 (11.24%) Web Services
4 484 (10.71%) CSS
5 457 (10.11%) Node.js
6 424 (9.38%) AngularJS
7 354 (7.83%) ASP.NET
8 330 (7.30%) RESTful
9 289 (6.40%) React
10 288 (6.37%) ASP.NET MVC
11 265 (5.86%) ASP.NET Web API
12 231 (5.11%) HTML5
13 217 (4.80%) Spring
14 187 (4.14%) REST
15 155 (3.43%) Kafka
16 153 (3.39%) Spring Boot
17 152 (3.36%) .NET Core
18 145 (3.21%) CSS3
18 145 (3.21%) WCF
19 139 (3.08%) jQuery
Miscellaneous
1 434 (9.60%) Analytical Skills
2 405 (8.96%) User Experience
3 296 (6.55%) Public Cloud
4 255 (5.64%) Mobile App
5 230 (5.09%) Fintech
6 202 (4.47%) Social Media
7 164 (3.63%) Greenfield Project
8 153 (3.39%) Self-Motivation
9 138 (3.05%) Data Centre
10 123 (2.72%) Algorithms
11 117 (2.59%) Enterprise Software
12 103 (2.28%) Hybrid Cloud
13 97 (2.15%) Cloud Native
14 96 (2.12%) Hedge funds
15 92 (2.04%) BBC
15 92 (2.04%) Blog
16 78 (1.73%) Management Information System
17 75 (1.66%) iPhone
18 55 (1.22%) Robotics
19 53 (1.17%) Data Structures
Operating Systems
1 798 (17.66%) Linux
2 539 (11.93%) Windows
3 379 (8.39%) Android
4 181 (4.01%) Windows Server
5 158 (3.50%) Apple iOS
6 156 (3.45%) Unix
7 104 (2.30%) Red Hat Enterprise Linux
8 91 (2.01%) Ubuntu
9 83 (1.84%) CentOS
10 81 (1.79%) Windows 7
11 66 (1.46%) Windows Server 2008
12 63 (1.39%) Windows Server 2012
13 48 (1.06%) Windows 10
14 43 (0.95%) Mac OS X
15 42 (0.93%) CoreOS
16 39 (0.86%) Debian
17 30 (0.66%) Mac OS
18 20 (0.44%) Windows Server 2003
19 17 (0.38%) Solaris
20 15 (0.33%) AIX
Processes & Methodologies
1 1,754 (38.81%) Agile Software Development
2 1,149 (25.43%) Analytics
3 1,137 (25.16%) DevOps
4 650 (14.38%) Software Engineering
5 576 (12.75%) Microservices
6 563 (12.46%) TDD
7 534 (11.82%) Continuous Integration
8 514 (11.37%) Scrum
9 404 (8.94%) Problem-Solving
10 398 (8.81%) MVC
11 377 (8.34%) BDD
12 368 (8.14%) Computer Science
13 361 (7.99%) E-Commerce
14 359 (7.94%) Test Automation
15 341 (7.55%) Configuration Management
16 325 (7.19%) Machine Learning
17 303 (6.71%) Open Source
18 296 (6.55%) Continuous Delivery
19 294 (6.51%) Business Intelligence
20 275 (6.09%) Mentoring
Programming Languages
1 1,242 (27.48%) Python
2 981 (21.71%) Java
3 832 (18.41%) SQL
4 767 (16.97%) JavaScript
5 693 (15.34%) C#
6 394 (8.72%) Ruby
7 274 (6.06%) Go
8 271 (6.00%) Bash Shell
9 242 (5.36%) PowerShell
10 216 (4.78%) PHP
11 194 (4.29%) Scala
12 188 (4.16%) C++
13 148 (3.28%) C
14 140 (3.10%) Perl
15 130 (2.88%) Java 8
16 129 (2.85%) TypeScript
17 120 (2.66%) R
18 112 (2.48%) T-SQL
19 70 (1.55%) Kotlin
20 65 (1.44%) Objective-C
Qualifications
1 571 (12.64%) Degree
2 173 (3.83%) Computer Science Degree
3 76 (1.68%) Master's Degree
4 72 (1.59%) Security Cleared
5 66 (1.46%) AWS Certification
6 55 (1.22%) SC Cleared
7 45 (1.00%) Microsoft Certification
8 41 (0.91%) CISSP
9 33 (0.73%) Cisco Certification
9 33 (0.73%) Numerate Degree
10 31 (0.69%) PhD
11 30 (0.66%) MBA
11 30 (0.66%) MCSE
12 29 (0.64%) MCSA
13 24 (0.53%) ITIL Certification
13 24 (0.53%) SANS
14 22 (0.49%) VMware Certified Professional (VCP)
15 20 (0.44%) PMI Certification
16 19 (0.42%) CCIE
16 19 (0.42%) CCNP
Quality Assurance & Compliance
1 216 (4.78%) QA
2 58 (1.28%) SLA
3 55 (1.22%) GDPR
4 40 (0.89%) ISO/IEC 27001
5 27 (0.60%) PCI DSS
6 25 (0.55%) PMO
7 24 (0.53%) Data Quality
8 10 (0.22%) COBIT
9 7 (0.15%) Actionable Recommendations
10 6 (0.13%) Cyber Essentials
11 5 (0.11%) WCAG
12 4 (0.089%) Cyber Essentials PLUS
12 4 (0.089%) GxP
12 4 (0.089%) ISO/IEC 27005
13 3 (0.066%) ISO 9001
13 3 (0.066%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 3 (0.066%) Solvency II
14 2 (0.044%) Sarbanes-Oxley
15 1 (0.022%) MiFID
15 1 (0.022%) WAI
System Software
1 873 (19.32%) Docker
2 285 (6.31%) Active Directory
3 178 (3.94%) VMware Infrastructure
4 88 (1.95%) Hyper-V
5 51 (1.13%) Virtual Machines
6 45 (1.00%) VirtualBox
7 37 (0.82%) vSphere
8 28 (0.62%) XenApp
9 26 (0.58%) Virtual Desktop
10 20 (0.44%) VMware ESXi
11 18 (0.40%) Virtual Servers
12 17 (0.38%) Microsoft App-V
12 17 (0.38%) XenDesktop
13 15 (0.33%) Xen
14 13 (0.29%) HDFS
14 13 (0.29%) iptables
15 11 (0.24%) Terminal Services
16 9 (0.20%) Snort
17 8 (0.18%) Apache ZooKeeper
18 7 (0.15%) Varnish
Systems Management
1 705 (15.60%) Kubernetes
2 517 (11.44%) Ansible
3 422 (9.34%) Puppet
4 354 (7.83%) Opscode Chef
5 321 (7.10%) Terraform
6 107 (2.37%) Kibana
7 94 (2.08%) Salt
8 69 (1.53%) Prometheus
8 69 (1.53%) SCCM
9 59 (1.31%) Nagios
10 54 (1.19%) Packer
11 50 (1.11%) ZABBIX
12 45 (1.00%) Graphite
13 43 (0.95%) Grafana
14 42 (0.93%) Docker Swarm
15 38 (0.84%) Rancher
16 32 (0.71%) HAProxy
17 30 (0.66%) HP Quality Center
18 27 (0.60%) CFEngine
19 26 (0.58%) Automic
Vendors
1 714 (15.80%) Microsoft
2 273 (6.04%) Facebook
3 246 (5.44%) VMware
4 227 (5.02%) IBM
5 194 (4.29%) Adobe
6 184 (4.07%) Apple
7 174 (3.85%) Oracle
8 171 (3.78%) Tableau
9 164 (3.63%) SAP
10 162 (3.58%) Red Hat
11 136 (3.01%) Cisco
12 113 (2.50%) Salesforce.com
13 103 (2.28%) HP
14 97 (2.15%) Twitter
15 76 (1.68%) Citrix
15 76 (1.68%) Sony
16 74 (1.64%) Yahoo!
17 73 (1.62%) Rackspace
18 72 (1.59%) Splunk
19 61 (1.35%) Cloudera