Period
to 19 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for GCP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GCP over the 6 months to 19 June 2018 with a comparison to the same period in the previous 2 years.

Good Clinical Practice (GCP)
North West > Manchester
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 218 294 -
Rank change year-on-year +76 - -
Permanent jobs citing GCP 59 7 0
As % of all permanent IT jobs advertised in Manchester 0.83% 0.087% -
As % of the Quality Assurance & Compliance category 6.55% 0.73% -
Number of salaries quoted 57 7 0
Manchester median annual salary £55,000 £75,000 -
Median salary % change year-on-year -26.67% - -
North West median annual salary £55,000 £65,000 -
% change year-on-year -15.38% - -

GCP is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Manchester
Permanent vacancies with a requirement for quality assurance or compliance skills 901 958 880
As % of all permanent IT jobs advertised in Manchester 12.75% 11.96% 12.96%
Number of salaries quoted 708 753 735
Manchester median annual salary £43,750 £37,500 £42,500
Median salary % change year-on-year +16.67% -11.76% +13.33%
10th Percentile £23,750 £23,000 £23,500
90th Percentile £65,300 £61,250 £65,000
North West median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -6.25% +3.90%

GCP
Job Vacancy Trend in Manchester

Job postings citing GCP as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for GCP in Manchester

GCP
Salary Trend in Manchester

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

Salary trend for GCP in Manchester

GCP
Salary Histogram in Manchester

The salary distribution of IT jobs citing GCP in Manchester over the 6 months to 19 June 2018.

Salary histogram for GCP in Manchester

GCP
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GCP within the Manchester region over the 6 months to 19 June 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
Wigan - 3 £55,000 -
GCP
North West

For the 6 months to 19 June 2018, IT jobs citing GCP 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 Manchester region with a requirement for GCP.

1 54 (91.53%) Google Cloud Platform
2 44 (74.58%) DevOps
2 44 (74.58%) Amazon AWS
3 42 (71.19%) Microsoft Azure
4 38 (64.41%) Python
4 38 (64.41%) Docker
5 34 (57.63%) Agile Software Development
6 30 (50.85%) Ansible
7 27 (45.76%) Kubernetes
7 27 (45.76%) Puppet
8 26 (44.07%) Opscode Chef
9 24 (40.68%) JavaScript
10 21 (35.59%) Machine Learning
11 20 (33.90%) Linux
11 20 (33.90%) Continuous Integration
12 19 (32.20%) Java
12 19 (32.20%) Finance
12 19 (32.20%) Jenkins
13 17 (28.81%) Google
14 16 (27.12%) Open Source
15 15 (25.42%) Git (software)
15 15 (25.42%) Software Engineering
15 15 (25.42%) Business Intelligence
16 14 (23.73%) SAP
16 14 (23.73%) Manufacturing
16 14 (23.73%) Electronics
16 14 (23.73%) Telecoms
16 14 (23.73%) Programme Management
16 14 (23.73%) Marketing
16 14 (23.73%) Digital Marketing

GCP
Co-occurring IT Skills in Manchester 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 12 (20.34%) Apache Spark
2 3 (5.08%) Apache
3 2 (3.39%) Cloud Foundry
3 2 (3.39%) OpenStack
4 1 (1.69%) Apache Pig
4 1 (1.69%) Elasticsearch
4 1 (1.69%) Jupyter
Cloud Services
1 54 (91.53%) Google Cloud Platform
2 44 (74.58%) Amazon AWS
3 42 (71.19%) Microsoft Azure
4 13 (22.03%) SaaS
5 10 (16.95%) IaaS
6 9 (15.25%) AWS CloudFormation
7 8 (13.56%) PaaS
8 3 (5.08%) OpenShift
9 1 (1.69%) Amazon EC2
9 1 (1.69%) Amazon SQS
9 1 (1.69%) AWS Lambda
9 1 (1.69%) Cloud Computing
9 1 (1.69%) Google Analytics
9 1 (1.69%) Office 365
9 1 (1.69%) Serverless
Communications & Networking
1 5 (8.47%) TCP/IP
2 3 (5.08%) Internet
Database & Business Intelligence
1 13 (22.03%) Hadoop
2 12 (20.34%) Big Data
3 11 (18.64%) PostgreSQL
4 10 (16.95%) MySQL
5 3 (5.08%) CouchDB
5 3 (5.08%) NoSQL
5 3 (5.08%) SQL Server
6 1 (1.69%) Amazon DynamoDB
6 1 (1.69%) Amazon Redshift
6 1 (1.69%) Apache Cassandra
6 1 (1.69%) Apache Hive
6 1 (1.69%) BigQuery
6 1 (1.69%) HBase
6 1 (1.69%) MongoDB
Development Applications
1 19 (32.20%) Jenkins
2 15 (25.42%) Git (software)
3 5 (8.47%) Vagrant
3 5 (8.47%) webpack
4 2 (3.39%) GitLab
5 1 (1.69%) Atlassian Bamboo
5 1 (1.69%) CA Release Automation
5 1 (1.69%) Gradle
5 1 (1.69%) Maven
5 1 (1.69%) TeamCity
General
1 19 (32.20%) Finance
2 14 (23.73%) Electronics
2 14 (23.73%) Manufacturing
2 14 (23.73%) Marketing
2 14 (23.73%) Telecoms
3 7 (11.86%) Retail
4 1 (1.69%) Law
4 1 (1.69%) Legal
Job Titles
1 9 (15.25%) Architect
1 9 (15.25%) Engineering Manager
1 9 (15.25%) Software Engineering Manager
1 9 (15.25%) Software Manager
2 8 (13.56%) DevOps Engineer
3 6 (10.17%) Consultant
3 6 (10.17%) Developer
3 6 (10.17%) Technical Consultant
4 5 (8.47%) Cloud Engineer
5 4 (6.78%) IT Security Specialist
5 4 (6.78%) Java Architect
5 4 (6.78%) Security Specialist
5 4 (6.78%) Senior Architect
5 4 (6.78%) Senior Java Architect
6 3 (5.08%) Java Technical Architect
6 3 (5.08%) Senior DevOps Engineer
6 3 (5.08%) Senior Java Technical Architect
6 3 (5.08%) Senior Technical Architect
6 3 (5.08%) Site Engineer
6 3 (5.08%) Technical Architect
Libraries, Frameworks & Software Standards
1 14 (23.73%) AngularJS
2 11 (18.64%) .NET
3 10 (16.95%) React
3 10 (16.95%) Web Services
4 5 (8.47%) CSS
4 5 (8.47%) HTML
4 5 (8.47%) Symfony
4 5 (8.47%) Vue (Vue.js)
5 2 (3.39%) MSMQ
5 2 (3.39%) RabbitMQ
6 1 (1.69%) D3.js
6 1 (1.69%) Dropwizard
6 1 (1.69%) JSON
6 1 (1.69%) Kafka
6 1 (1.69%) Node.js
6 1 (1.69%) RESTful
6 1 (1.69%) Spring
6 1 (1.69%) Spring Boot
6 1 (1.69%) TensorFlow
Miscellaneous
1 11 (18.64%) Analytical Skills
2 7 (11.86%) Cyber Defence
3 5 (8.47%) Management Information System
3 5 (8.47%) Self-Motivation
4 4 (6.78%) Virtual Team
5 3 (5.08%) Internet of Things
6 2 (3.39%) Cloud Native
6 2 (3.39%) Hybrid Cloud
6 2 (3.39%) Public Cloud
7 1 (1.69%) Data Centre
7 1 (1.69%) Greenfield Project
7 1 (1.69%) Mobile App
7 1 (1.69%) Private Cloud
Operating Systems
1 20 (33.90%) Linux
2 6 (10.17%) Android
2 6 (10.17%) Apple iOS
3 4 (6.78%) Windows
4 2 (3.39%) Unix
Processes & Methodologies
1 44 (74.58%) DevOps
2 34 (57.63%) Agile Software Development
3 21 (35.59%) Machine Learning
4 20 (33.90%) Continuous Integration
5 16 (27.12%) Open Source
6 15 (25.42%) Business Intelligence
6 15 (25.42%) Software Engineering
7 14 (23.73%) Digital Marketing
7 14 (23.73%) Programme Management
8 11 (18.64%) Artificial Intelligence
8 11 (18.64%) TDD
9 10 (16.95%) Cryptography
9 10 (16.95%) OWASP
9 10 (16.95%) Penetration Testing
9 10 (16.95%) Security Architecture
10 9 (15.25%) Microservices
11 8 (13.56%) Configuration Management
12 7 (11.86%) Cybersecurity
12 7 (11.86%) Software Deployment
12 7 (11.86%) Test Automation
Programming Languages
1 38 (64.41%) Python
2 24 (40.68%) JavaScript
3 19 (32.20%) Java
4 12 (20.34%) Bash Shell
5 11 (18.64%) C++
6 9 (15.25%) C#
6 9 (15.25%) Go
7 8 (13.56%) Ruby
8 5 (8.47%) ES6
8 5 (8.47%) Perl
8 5 (8.47%) PHP
9 3 (5.08%) SQL
10 2 (3.39%) Scala
10 2 (3.39%) Shell Script
11 1 (1.69%) Java 8
11 1 (1.69%) Objective-C
11 1 (1.69%) R
Qualifications
1 10 (16.95%) AWS Certification
1 10 (16.95%) CISM
1 10 (16.95%) CISSP
1 10 (16.95%) CSSLP
1 10 (16.95%) SANS
2 3 (5.08%) SAFe Agilist
3 2 (3.39%) Degree
Quality Assurance & Compliance
1 10 (16.95%) HIPAA
2 1 (1.69%) QA
System Software
1 38 (64.41%) Docker
2 1 (1.69%) HDFS
Systems Management
1 30 (50.85%) Ansible
2 27 (45.76%) Kubernetes
2 27 (45.76%) Puppet
3 26 (44.07%) Opscode Chef
4 13 (22.03%) Terraform
5 5 (8.47%) Packer
6 2 (3.39%) Marathon
6 2 (3.39%) Mesos
6 2 (3.39%) rkt
Vendors
1 17 (28.81%) Google
2 14 (23.73%) SAP
3 10 (16.95%) Veracode
4 8 (13.56%) Microsoft
5 1 (1.69%) Cloudera
5 1 (1.69%) Hortonworks
5 1 (1.69%) Intapp
5 1 (1.69%) SolarWinds