Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 16 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 16 October 2018 with a comparison to the same period in the previous 2 years.

RESTful
North West > Manchester
6 months to
16 Oct 2018		 Same period 2017 Same period 2016
Rank 46 67 76
Rank change year-on-year +21 +9 +38
Permanent jobs citing RESTful 434 353 276
As % of all permanent IT jobs advertised in Manchester 5.96% 4.52% 3.77%
As % of the Libraries, Frameworks & Software Standards category 14.24% 9.69% 8.70%
Number of salaries quoted 382 309 271
Manchester median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -5.26%
10th Percentile £31,775 £25,500 £22,500
90th Percentile £65,000 £60,250 £58,750
North West median annual salary £50,000 £42,500 £42,500
% change year-on-year +17.65% - -

RESTful is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Manchester
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,048 3,644 3,174
As % of all permanent IT jobs advertised in Manchester 41.89% 46.61% 43.40%
Number of salaries quoted 2,587 3,071 2,782
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £27,500 £26,500
90th Percentile £66,250 £63,000 £60,475
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

RESTful
Job Vacancy Trend in Manchester

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

Job vacancy trend for RESTful in Manchester

RESTful
Salary Trend in Manchester

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

Salary trend for RESTful in Manchester

RESTful
Salary Histogram in Manchester

The salary distribution of IT jobs citing RESTful in Manchester over the 6 months to 16 October 2018.

Salary histogram for RESTful in Manchester

RESTful
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the Manchester region over the 6 months to 16 October 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
Stockport -14 16 £48,750 -2.50% 3
Salford - 16 £47,500 -
Altrincham -15 12 £42,500 - 4
Cheadle +8 5 £37,500 -13.29%
Bolton -9 5 £37,500 - 1
Sale -10 5 £42,500 -
Rochdale - 5 £60,000 - 3
Oldham +6 2 - - 2
Bury -2 1 £47,500 +35.71% 1
Wigan - 1 £37,500 -
RESTful
North West

For the 6 months to 16 October 2018, IT jobs citing RESTful 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 RESTful.

1 321 (73.96%) Agile Software Development
2 230 (53.00%) C#
3 223 (51.38%) JavaScript
4 215 (49.54%) TDD
5 194 (44.70%) .NET
6 182 (41.94%) MVC
7 168 (38.71%) Java
8 155 (35.71%) AngularJS
9 148 (34.10%) Scrum
10 147 (33.87%) Continuous Integration
11 144 (33.18%) ASP.NET
12 141 (32.49%) BDD
13 136 (31.34%) SQL Server
14 132 (30.41%) HTML
14 132 (30.41%) ASP.NET Web API
15 130 (29.95%) CSS
16 126 (29.03%) ASP.NET MVC
17 125 (28.80%) OO
18 123 (28.34%) Git (software)
19 118 (27.19%) Node.js
20 107 (24.65%) Web Application Development
21 106 (24.42%) NoSQL
22 102 (23.50%) Web Services
23 97 (22.35%) SQL Server 2016
24 95 (21.89%) Software Engineering
25 94 (21.66%) WCF
26 92 (21.20%) DevOps
27 89 (20.51%) Microservices
28 86 (19.82%) Ruby
29 81 (18.66%) React

RESTful
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 13 (3.00%) Cloud Foundry
1 13 (3.00%) Elasticsearch
2 8 (1.84%) IIS
3 7 (1.61%) CMS
4 6 (1.38%) Adobe Experience Manager
4 6 (1.38%) nginx
5 4 (0.92%) Apache Solr
5 4 (0.92%) Sitecore CMS
6 2 (0.46%) Alfresco
6 2 (0.46%) Apache
6 2 (0.46%) Apache Spark
7 1 (0.23%) Apache Pig
7 1 (0.23%) Sitefinity
7 1 (0.23%) WebSphere
Applications
1 1 (0.23%) S-PLUS
Cloud Services
1 70 (16.13%) Amazon AWS
2 60 (13.82%) Microsoft Azure
3 20 (4.61%) GitHub
4 16 (3.69%) SaaS
5 10 (2.30%) Amazon ElastiCache
6 9 (2.07%) Google Cloud Platform
7 7 (1.61%) Amazon EC2
7 7 (1.61%) npm
8 5 (1.15%) Amazon S3
8 5 (1.15%) Cloud Computing
9 4 (0.92%) AWS CloudFormation
9 4 (0.92%) AWS Elastic Beanstalk
10 3 (0.69%) PaaS
11 1 (0.23%) Amazon SQS
11 1 (0.23%) AWS Lambda
11 1 (0.23%) Firebase
11 1 (0.23%) Google Analytics
11 1 (0.23%) Google Play
11 1 (0.23%) Serverless
11 1 (0.23%) Yarn
Communications & Networking
1 52 (11.98%) Internet
2 29 (6.68%) HTTP
3 18 (4.15%) SSL
4 12 (2.76%) Bluetooth
4 12 (2.76%) Wi-Fi
5 7 (1.61%) AMQP
6 5 (1.15%) Broadband
6 5 (1.15%) WAN
7 3 (0.69%) Intranet
7 3 (0.69%) TCP/IP
8 1 (0.23%) Network Security
Database & Business Intelligence
1 136 (31.34%) SQL Server
2 106 (24.42%) NoSQL
3 97 (22.35%) SQL Server 2016
4 80 (18.43%) MongoDB
5 43 (9.91%) MySQL
6 29 (6.68%) PostgreSQL
7 26 (5.99%) Apache Cassandra
8 22 (5.07%) Neo4j
9 18 (4.15%) Redis
10 16 (3.69%) Relational Database
11 12 (2.76%) Big Data
12 11 (2.53%) Blockchain
13 10 (2.30%) Data Warehouse
14 9 (2.07%) Amazon RDS
15 6 (1.38%) Hadoop
16 5 (1.15%) MariaDB
16 5 (1.15%) SQL Server Integration Services
16 5 (1.15%) SQL Server Reporting Services
17 4 (0.92%) Oracle Database
18 3 (0.69%) Amazon DynamoDB
Development Applications
1 123 (28.34%) Git (software)
2 38 (8.76%) NUnit
3 30 (6.91%) MSTest
4 28 (6.45%) Visual Studio
5 26 (5.99%) Jenkins
6 25 (5.76%) Selenium
7 24 (5.53%) JIRA
7 24 (5.53%) Maven
8 23 (5.30%) Gradle
9 22 (5.07%) GitLab
10 19 (4.38%) JUnit
10 19 (4.38%) TeamCity
11 18 (4.15%) Mockito
12 15 (3.46%) Jasmine
13 14 (3.23%) gulp
13 14 (3.23%) Protractor
14 13 (3.00%) Ant
14 13 (3.00%) Cucumber
15 12 (2.76%) webpack
16 10 (2.30%) WebDriver
General
1 78 (17.97%) Finance
2 53 (12.21%) Games
3 26 (5.99%) Banking
4 13 (3.00%) Law
5 12 (2.76%) Investment Banking
6 10 (2.30%) Marketing
7 8 (1.84%) Retail
8 4 (0.92%) Advertising
8 4 (0.92%) Manufacturing
9 3 (0.69%) Legal
10 2 (0.46%) Electronics
Job Titles
1 360 (82.95%) Developer
2 135 (31.11%) .NET Developer
3 83 (19.12%) Senior Developer
4 77 (17.74%) Java Developer
5 50 (11.52%) C# Developer
6 43 (9.91%) C# .NET Developer
7 38 (8.76%) Software Engineer
8 34 (7.83%) Full Stack Developer
9 30 (6.91%) Lead Developer
10 28 (6.45%) Junior
10 28 (6.45%) Junior Developer
11 27 (6.22%) Software Developer
12 25 (5.76%) ASP.NET Developer
13 24 (5.53%) Agile Developer
14 23 (5.30%) C# ASP.NET Developer
14 23 (5.30%) Graduate
14 23 (5.30%) Graduate .NET Developer
14 23 (5.30%) Graduate Developer
14 23 (5.30%) Junior .NET Developer
15 22 (5.07%) Agile C# Developer
Libraries, Frameworks & Software Standards
1 194 (44.70%) .NET
2 155 (35.71%) AngularJS
3 144 (33.18%) ASP.NET
4 132 (30.41%) ASP.NET Web API
4 132 (30.41%) HTML
5 130 (29.95%) CSS
6 126 (29.03%) ASP.NET MVC
7 118 (27.19%) Node.js
8 102 (23.50%) Web Services
9 94 (21.66%) WCF
10 81 (18.66%) React
11 72 (16.59%) XML
12 71 (16.36%) JSON
13 69 (15.90%) SOAP
14 60 (13.82%) Spring
15 51 (11.75%) HTML5
16 50 (11.52%) jQuery
17 46 (10.60%) Twitter Bootstrap
18 45 (10.37%) CSS3
18 45 (10.37%) KnockoutJS
Miscellaneous
1 55 (12.67%) Computer Science
2 49 (11.29%) User Experience
3 26 (5.99%) Greenfield Project
4 18 (4.15%) Mobile App
5 16 (3.69%) BBC
5 16 (3.69%) Social Media
6 12 (2.76%) Arduino
6 12 (2.76%) Mainframe
7 11 (2.53%) Analytical Skills
8 7 (1.61%) Animation
8 7 (1.61%) Enterprise Software
9 5 (1.15%) Fintech
9 5 (1.15%) Social Network
10 4 (0.92%) Algorithms
10 4 (0.92%) Blog
10 4 (0.92%) Cloud Native
10 4 (0.92%) Data Structures
11 3 (0.69%) Cyber Defence
11 3 (0.69%) Cyberattack
11 3 (0.69%) Self-Motivation
Operating Systems
1 32 (7.37%) Android
2 29 (6.68%) Apple iOS
3 22 (5.07%) Linux
4 2 (0.46%) Embedded Linux
5 1 (0.23%) Unix
5 1 (0.23%) Windows
Processes & Methodologies
1 321 (73.96%) Agile Software Development
2 215 (49.54%) TDD
3 182 (41.94%) MVC
4 148 (34.10%) Scrum
5 147 (33.87%) Continuous Integration
6 141 (32.49%) BDD
7 125 (28.80%) OO
8 107 (24.65%) Web Application Development
9 95 (21.89%) Software Engineering
10 92 (21.20%) DevOps
11 89 (20.51%) Microservices
12 77 (17.74%) OOP
13 68 (15.67%) SOA
14 67 (15.44%) Dependency Injection
15 52 (11.98%) Kanban
16 48 (11.06%) Test Automation
17 47 (10.83%) Unit Testing
18 44 (10.14%) Web Development
19 41 (9.45%) Open Source
20 38 (8.76%) Problem-Solving
Programming Languages
1 230 (53.00%) C#
2 223 (51.38%) JavaScript
3 168 (38.71%) Java
4 86 (19.82%) Ruby
5 78 (17.97%) SQL
6 42 (9.68%) Python
7 38 (8.76%) C++
7 38 (8.76%) T-SQL
8 37 (8.53%) Java 8
9 35 (8.06%) TypeScript
10 31 (7.14%) PHP
11 24 (5.53%) PL/SQL
12 14 (3.23%) Groovy
13 13 (3.00%) C
14 12 (2.76%) Scala
15 11 (2.53%) Apple Swift
16 10 (2.30%) F#
16 10 (2.30%) Go
16 10 (2.30%) Objective-C
17 9 (2.07%) ES6
Qualifications
1 59 (13.59%) Degree
2 32 (7.37%) Computer Science Degree
3 12 (2.76%) OCPJP
4 4 (0.92%) Master's Degree
5 3 (0.69%) DV Cleared
5 3 (0.69%) Security Cleared
6 2 (0.46%) SC Cleared
7 1 (0.23%) CESG Certified Professional
7 1 (0.23%) CISSP
7 1 (0.23%) CITP
7 1 (0.23%) IISP
7 1 (0.23%) ISEB
7 1 (0.23%) ISTQB
7 1 (0.23%) ISTQB Foundation Certification
7 1 (0.23%) MBCS
Quality Assurance & Compliance
1 34 (7.83%) QA
2 2 (0.46%) Web Application Security Consortium
3 1 (0.23%) GPG13
System Software
1 40 (9.22%) Docker
2 24 (5.53%) Virtual Machines
3 2 (0.46%) Firmware
4 1 (0.23%) vSphere
Systems Management
1 11 (2.53%) Kibana
2 7 (1.61%) Kubernetes
3 5 (1.15%) Puppet
4 4 (0.92%) Terraform
5 1 (0.23%) Ansible
5 1 (0.23%) logstash
5 1 (0.23%) Opscode Chef
Vendors
1 50 (11.52%) Google
2 45 (10.37%) Microsoft
3 25 (5.76%) Facebook
4 22 (5.07%) Apple
5 16 (3.69%) Sony
5 16 (3.69%) Yahoo!
6 13 (3.00%) Oracle
7 9 (2.07%) Twitter
8 6 (1.38%) Adobe
8 6 (1.38%) Xamarin
9 4 (0.92%) Sitecore
10 3 (0.69%) Zend
11 2 (0.46%) Cognizant
12 1 (0.23%) AlienVault
12 1 (0.23%) Cadence
12 1 (0.23%) Cloudera
12 1 (0.23%) Pega
12 1 (0.23%) Talend