GCP Jobs in England

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for GCP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GCP over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Good Clinical Practice (GCP) UK / England
Location	3 months to 25 Jun 2017	Same period 2016	Same period 2015
Rank	797	901	947
Rank change year-on-year	+104	+46
Permanent jobs citing GCP	66	14	14
As % of all permanent IT jobs advertised in England	0.080%	0.015%	0.013%
As % of the Quality Assurance & Compliance category	0.66%	0.12%	0.11%
Number of salaries quoted	55	14	3
Median salary	£70,000	£50,000	£50,000
Median salary % change year-on-year	+40.00%	-
90% offered a salary of more than	£48,500	£40,000	£40,400
10% offered a salary of more than	£100,000	£51,750	£51,600
UK excluding London median salary	£45,000	£50,000	-
% change year-on-year	-10.00%	-

GCP is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills England
Permanent job vacancies with a requirement for quality assurance and compliance skills	9957	11924	13227
As % of all permanent IT job vacancies advertised in England	12.02%	13.08%	12.75%
Number of salaries quoted	7569	9605	10507
Median salary	£50,000	£50,000	£47,500
Median salary % change year-on-year	-	+5.26%
90% offered a salary of more than	£30,000	£30,000	£27,500
10% offered a salary of more than	£75,000	£75,000	£75,000
UK excluding London median salary	£45,000	£45,000	£42,500
% change year-on-year	-	+5.88%

GCP
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing GCP as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

GCP
Salary Trend in England

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

GCP
Salary Histogram in England

The salary distribution of IT jobs citing GCP in England over the 3 months to 25 June 2017.

GCP
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GCP within the England region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
London	+61	50	£70,000	+40.00%	8
North West	-	8	£52,500	-	3
South West	-	5	£60,000	-	1
East of England	-	3	£42,500	-	2
GCP UK

GCP
Top 30 Co-occurring IT Skills in England

For the 6 months to 25 June 2017, IT jobs citing GCP also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for GCP.

1	90 (94.74%)	Google Cloud Platform
2	68 (71.58%)	Amazon AWS
3	58 (61.05%)	Python
4	46 (48.42%)	DevOps
5	40 (42.11%)	Docker
5	40 (42.11%)	Linux
6	39 (41.05%)	Microsoft Azure
7	33 (34.74%)	Java
7	33 (34.74%)	Opscode Chef
8	31 (32.63%)	Puppet
9	30 (31.58%)	Kubernetes
10	27 (28.42%)	Google
11	26 (27.37%)	Agile Software Development
11	26 (27.37%)	Microservices
12	25 (26.32%)	Ansible

13	22 (23.16%)	Jenkins
13	22 (23.16%)	Hadoop
14	21 (22.11%)	Ruby
15	19 (20.00%)	Elasticsearch
16	18 (18.95%)	MongoDB
16	18 (18.95%)	Machine Learning
16	18 (18.95%)	Atlassian Bamboo
16	18 (18.95%)	Continuous Integration
17	17 (17.89%)	Bash Shell
17	17 (17.89%)	Big Data
18	16 (16.84%)	Git (software)
18	16 (16.84%)	Apache Spark
19	15 (15.79%)	Configuration Management
19	15 (15.79%)	SQL
19	15 (15.79%)	Windows

GCP
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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	19 (20.00%)	Elasticsearch
2	16 (16.84%)	Apache Spark
3	14 (14.74%)	Apache
4	9 (9.47%)	IIS
4	9 (9.47%)	nginx
5	8 (8.42%)	Cloud Foundry
5	8 (8.42%)	CloudStack
5	8 (8.42%)	OpenStack
6	6 (6.32%)	Apache Solr
6	6 (6.32%)	Confluence
6	6 (6.32%)	SAS
7	5 (5.26%)	CMS
7	5 (5.26%)	Drupal
7	5 (5.26%)	WordPress
8	4 (4.21%)	Apache Pig
9	1 (1.05%)	Joomla!

Applications
1	3 (3.16%)	Microsoft Office

Business Applications
1	3 (3.16%)	SAP Oil and Gas

Cloud Services
1	90 (94.74%)	Google Cloud Platform
2	68 (71.58%)	Amazon AWS
3	39 (41.05%)	Microsoft Azure
4	9 (9.47%)	AWS CloudFormation
5	6 (6.32%)	GitHub
6	5 (5.26%)	Datadog
7	4 (4.21%)	Amazon CloudWatch
7	4 (4.21%)	Amazon EMR
7	4 (4.21%)	AWS Elastic Beanstalk
8	3 (3.16%)	AWS Lambda
8	3 (3.16%)	Cloud Computing
8	3 (3.16%)	Google App Engine
9	1 (1.05%)	Amazon EC2
9	1 (1.05%)	Amazon ELB
9	1 (1.05%)	Amazon S3
9	1 (1.05%)	G Suite
9	1 (1.05%)	Heroku
9	1 (1.05%)	IaaS
9	1 (1.05%)	PaaS
9	1 (1.05%)	Trello

Communications & Networking
1	6 (6.32%)	Firewall
1	6 (6.32%)	TCP/IP
2	4 (4.21%)	HTTP
2	4 (4.21%)	Internet
2	4 (4.21%)	VLAN
3	2 (2.11%)	BGP
3	2 (2.11%)	DNS
3	2 (2.11%)	MPLS
3	2 (2.11%)	Network Security
3	2 (2.11%)	OSPF
4	1 (1.05%)	LDAP

Database & Business Intelligence
1	22 (23.16%)	Hadoop
2	18 (18.95%)	MongoDB
3	17 (17.89%)	Big Data
4	14 (14.74%)	Apache Cassandra
5	13 (13.68%)	MySQL
6	9 (9.47%)	PostgreSQL
6	9 (9.47%)	Redis
7	8 (8.42%)	MariaDB
8	7 (7.37%)	Data Warehouse
8	7 (7.37%)	NoSQL
9	6 (6.32%)	Amazon DynamoDB
9	6 (6.32%)	Apache Hive
9	6 (6.32%)	BigQuery
10	4 (4.21%)	Amazon RDS
10	4 (4.21%)	Bigtable
10	4 (4.21%)	CouchDB
10	4 (4.21%)	HBase
10	4 (4.21%)	IBM BigInsights
10	4 (4.21%)	Presto
10	4 (4.21%)	SQL Server

Development Applications
1	22 (23.16%)	Jenkins
2	18 (18.95%)	Atlassian Bamboo
3	16 (16.84%)	Git (software)
4	8 (8.42%)	JIRA
4	8 (8.42%)	Vagrant
5	4 (4.21%)	Codeship
6	3 (3.16%)	Selenium
6	3 (3.16%)	Talend Open Studio
6	3 (3.16%)	TeamCity
7	2 (2.11%)	Codeception
7	2 (2.11%)	PHPUnit
7	2 (2.11%)	WebDriver
8	1 (1.05%)	SonarQube
8	1 (1.05%)	Subversion
8	1 (1.05%)	Xcode

General
1	6 (6.32%)	Finance
2	3 (3.16%)	Electronics
2	3 (3.16%)	Manufacturing
2	3 (3.16%)	Marketing
2	3 (3.16%)	Pharmaceutical
2	3 (3.16%)	Telecoms
3	2 (2.11%)	Retail
4	1 (1.05%)	Advertising
4	1 (1.05%)	Games
4	1 (1.05%)	Publishing

Job Titles
1	28 (29.47%)	DevOps Engineer
2	19 (20.00%)	Developer
3	14 (14.74%)	Architect
3	14 (14.74%)	Data Engineer
4	11 (11.58%)	Data Architect
5	10 (10.53%)	Java Developer
5	10 (10.53%)	Lead DevOps
5	10 (10.53%)	Lead DevOps Engineer
6	9 (9.47%)	Head of DevOps
7	7 (7.37%)	Consultant
7	7 (7.37%)	DevOps Consultant
7	7 (7.37%)	Hadoop Architect
8	5 (5.26%)	Apache Spark Developer
8	5 (5.26%)	Big Data Architect
8	5 (5.26%)	Hadoop Developer
8	5 (5.26%)	Hadoop Engineer
9	4 (4.21%)	Cloud Engineer
9	4 (4.21%)	Python Developer
9	4 (4.21%)	Senior Cloud Engineer
9	4 (4.21%)	Solutions Architect

Libraries, Frameworks & Software Standards
1	14 (14.74%)	Node.js
2	13 (13.68%)	REST
3	9 (9.47%)	LAMP
3	9 (9.47%)	LEMP Stack
3	9 (9.47%)	Web Services
4	8 (8.42%)	LAPP Stack
5	5 (5.26%)	Elastic Stack
5	5 (5.26%)	HTML
5	5 (5.26%)	PySpark
5	5 (5.26%)	Sensu
6	4 (4.21%)	AngularJS
6	4 (4.21%)	CSS
6	4 (4.21%)	HTML5
6	4 (4.21%)	RESTful
7	3 (3.16%)	gRPC
7	3 (3.16%)	React
7	3 (3.16%)	XML
8	2 (2.11%)	Django
8	2 (2.11%)	jQuery
8	2 (2.11%)	JSON

Miscellaneous
1	10 (10.53%)	HoloLens
1	10 (10.53%)	HTC Vive
1	10 (10.53%)	Oculus Rift
2	9 (9.47%)	Computer Science
3	8 (8.42%)	Private Cloud
4	6 (6.32%)	Data Centre
5	5 (5.26%)	Fintech
5	5 (5.26%)	Public Cloud
6	3 (3.16%)	Analytical Skills
6	3 (3.16%)	Data Structures
6	3 (3.16%)	Management Information System
6	3 (3.16%)	Replication
7	2 (2.11%)	Algorithms
8	1 (1.05%)	Enterprise Software
8	1 (1.05%)	Greenfield Project
8	1 (1.05%)	Linux Command Line
8	1 (1.05%)	Mobile App
8	1 (1.05%)	Semantic Web

Operating Systems
1	40 (42.11%)	Linux
2	15 (15.79%)	Windows
3	11 (11.58%)	Unix
4	2 (2.11%)	Android
4	2 (2.11%)	Apple iOS
4	2 (2.11%)	CoreOS
4	2 (2.11%)	Windows Server
5	1 (1.05%)	CentOS
5	1 (1.05%)	Debian
5	1 (1.05%)	Windows Server 2008
5	1 (1.05%)	Windows Server 2012

Processes & Methodologies
1	46 (48.42%)	DevOps
2	26 (27.37%)	Agile Software Development
2	26 (27.37%)	Microservices
3	18 (18.95%)	Continuous Integration
3	18 (18.95%)	Machine Learning
4	15 (15.79%)	Configuration Management
5	10 (10.53%)	Analytics
5	10 (10.53%)	Artificial Intelligence
5	10 (10.53%)	IT Strategy
6	9 (9.47%)	Mentoring
7	7 (7.37%)	BDD
7	7 (7.37%)	Business Intelligence
7	7 (7.37%)	Continuous Deployment
7	7 (7.37%)	Data Architecture
7	7 (7.37%)	Software Engineering
7	7 (7.37%)	TDD
7	7 (7.37%)	TOGAF
8	6 (6.32%)	Data Management
8	6 (6.32%)	Open Source
8	6 (6.32%)	Technical Architecture

Programming Languages
1	58 (61.05%)	Python
2	33 (34.74%)	Java
3	21 (22.11%)	Ruby
4	17 (17.89%)	Bash Shell
5	15 (15.79%)	SQL
6	13 (13.68%)	Scala
7	12 (12.63%)	Go
8	10 (10.53%)	JavaScript
9	9 (9.47%)	PHP
10	7 (7.37%)	Perl
11	6 (6.32%)	GraphQL
12	5 (5.26%)	PowerShell
13	4 (4.21%)	C#
13	4 (4.21%)	C++
14	3 (3.16%)	C
15	2 (2.11%)	R
16	1 (1.05%)	Apple Swift
16	1 (1.05%)	SPARQL

Qualifications
1	11 (11.58%)	Degree
2	4 (4.21%)	Computer Science Degree
3	2 (2.11%)	CCNA
3	2 (2.11%)	CCNP
3	2 (2.11%)	CCSP
3	2 (2.11%)	Cisco Certification

Quality Assurance & Compliance
1	3 (3.16%)	GLP
1	3 (3.16%)	GMP
1	3 (3.16%)	GxP
1	3 (3.16%)	QA
2	2 (2.11%)	21 CFR Part 11

System Software
1	40 (42.11%)	Docker
2	9 (9.47%)	Varnish
3	7 (7.37%)	HDFS
4	4 (4.21%)	Virtual Desktop
5	2 (2.11%)	Active Directory
6	1 (1.05%)	KVM
6	1 (1.05%)	LXC
6	1 (1.05%)	PowerDNS
6	1 (1.05%)	Virtual Machines
6	1 (1.05%)	VMware ESXi
6	1 (1.05%)	VMware Infrastructure

Systems Management
1	33 (34.74%)	Opscode Chef
2	31 (32.63%)	Puppet
3	30 (31.58%)	Kubernetes
4	25 (26.32%)	Ansible
5	14 (14.74%)	Terraform
6	9 (9.47%)	HAProxy
7	6 (6.32%)	Capistrano
7	6 (6.32%)	Graphite
8	5 (5.26%)	logstash
8	5 (5.26%)	ZABBIX
9	4 (4.21%)	Graylog
9	4 (4.21%)	Pingdom
10	3 (3.16%)	Salt
11	2 (2.11%)	Consul
11	2 (2.11%)	Docker Swarm
11	2 (2.11%)	Kibana
11	2 (2.11%)	Mesos
11	2 (2.11%)	Oozie
11	2 (2.11%)	Packer
12	1 (1.05%)	Prometheus

Vendors
1	27 (28.42%)	Google
2	12 (12.63%)	SaltStack
3	9 (9.47%)	SAP
4	7 (7.37%)	Microsoft
4	7 (7.37%)	Oracle
5	5 (5.26%)	Rackspace
5	5 (5.26%)	Tableau
6	4 (4.21%)	Cloudera
6	4 (4.21%)	Hortonworks
6	4 (4.21%)	MapR
6	4 (4.21%)	Splunk
7	3 (3.16%)	Cisco
7	3 (3.16%)	Informatica
7	3 (3.16%)	Netezza
7	3 (3.16%)	Talend
7	3 (3.16%)	Teradata
8	2 (2.11%)	Atlassian
8	2 (2.11%)	Palo Alto
9	1 (1.05%)	Alteryx
9	1 (1.05%)	Paxata