Period
to 21 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 21 May 2018 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 111 105 128
Rank change year-on-year -6 +23 +95
Permanent jobs citing NoSQL 195 231 144
As % of all permanent IT jobs advertised in Manchester 2.75% 3.01% 2.15%
As % of the Database & Business Intelligence category 8.01% 8.69% 6.91%
Number of salaries quoted 175 211 136
Manchester median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% +18.75%
10th Percentile £32,500 £30,000 £32,500
90th Percentile £72,500 £75,000 £80,000
North West median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +5.88%

NoSQL is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 2,435 2,659 2,084
As % of all permanent IT jobs advertised in Manchester 34.40% 34.62% 31.05%
Number of salaries quoted 2,098 2,294 1,832
Manchester median annual salary £44,471 £40,000 £40,000
Median salary % change year-on-year +11.18% - +3.90%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £66,250 £61,250 £57,500
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

NoSQL
Job Vacancy Trend in Manchester

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

Job vacancy trend for NoSQL in Manchester

NoSQL
Salary Trend in Manchester

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

Salary trend for NoSQL in Manchester

NoSQL
Salary Histogram in Manchester

The salary distribution of IT jobs citing NoSQL in Manchester over the 6 months to 21 May 2018.

Salary histogram for NoSQL in Manchester

NoSQL
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Manchester region over the 6 months to 21 May 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
Sale - 19 £42,500 - 1
Stockport +1 15 £62,500 +92.31% 2
Wigan +13 12 £35,000 -12.50%
Altrincham +3 5 £42,500 +6.25%
Cheadle - 2 £35,000 -
Bury -10 1 £32,500 +8.33%
NoSQL
North West

For the 6 months to 21 May 2018, IT jobs citing NoSQL 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 NoSQL.

1 108 (55.38%) Agile Software Development
2 81 (41.54%) Java
3 79 (40.51%) Git (software)
4 71 (36.41%) TDD
5 70 (35.90%) MVC
6 69 (35.38%) SQL
7 66 (33.85%) Ruby
8 65 (33.33%) RESTful
9 63 (32.31%) OO
10 61 (31.28%) Degree
11 60 (30.77%) Software Engineering
12 59 (30.26%) Web Services
12 59 (30.26%) JavaScript
13 58 (29.74%) .NET
13 58 (29.74%) SQL Server
14 56 (28.72%) C#
14 56 (28.72%) Continuous Integration
15 51 (26.15%) Node.js
16 50 (25.64%) MySQL
17 49 (25.13%) HTML
17 49 (25.13%) CSS
18 44 (22.56%) Test Automation
19 42 (21.54%) Scrum
19 42 (21.54%) SDLC
20 41 (21.03%) BDD
21 40 (20.51%) PHP
22 39 (20.00%) ASP.NET
22 39 (20.00%) Python
22 39 (20.00%) WCF
22 39 (20.00%) Computer Science

NoSQL
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 14 (7.18%) Apache
2 13 (6.67%) Elasticsearch
3 10 (5.13%) Tomcat
4 8 (4.10%) CMS
5 7 (3.59%) nginx
6 5 (2.56%) WebSphere
7 4 (2.05%) Apache Spark
7 4 (2.05%) Confluence
7 4 (2.05%) JBoss
8 3 (1.54%) BizTalk Server
9 2 (1.03%) Drupal
9 2 (1.03%) WordPress
10 1 (0.51%) Apache Pig
10 1 (0.51%) Jetty
10 1 (0.51%) OpenStack
10 1 (0.51%) SharePoint
10 1 (0.51%) WebLogic
Applications
1 2 (1.03%) Microsoft Excel
2 1 (0.51%) Adobe Creative Suite
2 1 (0.51%) Photoshop
Cloud Services
1 28 (14.36%) Amazon AWS
2 21 (10.77%) Amazon ElastiCache
3 19 (9.74%) Microsoft Azure
4 15 (7.69%) Cloud Computing
5 10 (5.13%) GitHub
5 10 (5.13%) Google Cloud Platform
6 7 (3.59%) SaaS
7 5 (2.56%) Google App Engine
8 3 (1.54%) Azure Data Factory
8 3 (1.54%) IaaS
8 3 (1.54%) PaaS
9 2 (1.03%) npm
9 2 (1.03%) Office 365
10 1 (0.51%) G Suite
Communications & Networking
1 36 (18.46%) HTTP
2 7 (3.59%) SSL
3 6 (3.08%) Internet
4 3 (1.54%) TCP/IP
5 1 (0.51%) DNS
5 1 (0.51%) Ethernet
5 1 (0.51%) Firewall
5 1 (0.51%) Intrusion Detection
5 1 (0.51%) Skype
5 1 (0.51%) VoIP
5 1 (0.51%) VPN
5 1 (0.51%) Wireless
Database & Business Intelligence
1 58 (29.74%) SQL Server
2 50 (25.64%) MySQL
3 37 (18.97%) SQL Server 2016
4 32 (16.41%) MongoDB
5 28 (14.36%) Redis
6 24 (12.31%) Data Warehouse
7 23 (11.79%) Relational Database
8 18 (9.23%) PostgreSQL
9 14 (7.18%) Big Data
10 11 (5.64%) Amazon DynamoDB
10 11 (5.64%) RDBMS
11 10 (5.13%) Hadoop
12 5 (2.56%) CouchDB
12 5 (2.56%) SQL Server 2005
12 5 (2.56%) SQL Server 2008
12 5 (2.56%) SQL Server 2012
13 4 (2.05%) Amazon Redshift
13 4 (2.05%) Apache Cassandra
13 4 (2.05%) MariaDB
14 3 (1.54%) Amazon RDS
Development Applications
1 79 (40.51%) Git (software)
2 22 (11.28%) Subversion
3 20 (10.26%) Mercurial
4 9 (4.62%) Jenkins
5 4 (2.05%) Codeception
5 4 (2.05%) Eclipse
5 4 (2.05%) Mocha
5 4 (2.05%) SonarQube
6 3 (1.54%) gulp
6 3 (1.54%) JIRA
7 2 (1.03%) Maven
7 2 (1.03%) Moq
7 2 (1.03%) NUnit
7 2 (1.03%) Visual Studio
7 2 (1.03%) webpack
8 1 (0.51%) AccuRev
8 1 (0.51%) Cucumber
8 1 (0.51%) Grunt
8 1 (0.51%) Selenium
8 1 (0.51%) Vagrant
General
1 20 (10.26%) Finance
2 9 (4.62%) Retail
3 7 (3.59%) Games
4 5 (2.56%) Music Industry
5 4 (2.05%) Legal
6 3 (1.54%) Banking
7 1 (0.51%) Back Office
7 1 (0.51%) Marketing
Job Titles
1 98 (50.26%) Developer
2 43 (22.05%) Architect
3 42 (21.54%) .NET Developer
4 25 (12.82%) Java Developer
5 23 (11.79%) Software Engineer
6 22 (11.28%) Senior Software Engineer
7 21 (10.77%) Senior Developer
8 20 (10.26%) Java Engineer
8 20 (10.26%) Java Software Engineer
9 19 (9.74%) Java Architect
9 19 (9.74%) Senior Java Engineer
9 19 (9.74%) Senior Java Software Engineer
10 16 (8.21%) PHP Architect
10 16 (8.21%) Senior Architect
11 14 (7.18%) DBA
11 14 (7.18%) Java Technical Architect
11 14 (7.18%) Technical Architect
12 13 (6.67%) AWS Architect
13 12 (6.15%) Senior Java Developer
14 11 (5.64%) Security Specialist
Libraries, Frameworks & Software Standards
1 65 (33.33%) RESTful
2 59 (30.26%) Web Services
3 58 (29.74%) .NET
4 51 (26.15%) Node.js
5 49 (25.13%) CSS
5 49 (25.13%) HTML
6 39 (20.00%) ASP.NET
6 39 (20.00%) ASP.NET Web API
6 39 (20.00%) WCF
7 37 (18.97%) .NET Framework
7 37 (18.97%) ASP.NET MVC
8 36 (18.46%) ASP.NET MVC 5
8 36 (18.46%) Code First Entity Framework
8 36 (18.46%) Entity Framework
9 33 (16.92%) Spring
10 31 (15.90%) AngularJS
11 28 (14.36%) REST
12 26 (13.33%) HTML5
13 25 (12.82%) JSON
13 25 (12.82%) Spring MVC
Miscellaneous
1 39 (20.00%) Computer Science
2 29 (14.87%) Algorithms
3 22 (11.28%) Data Structures
4 19 (9.74%) Social Network
5 14 (7.18%) Enterprise Software
6 11 (5.64%) Distributed Denial-of-Service
7 6 (3.08%) Analytical Skills
8 5 (2.56%) Internet of Things
9 4 (2.05%) Replication
9 4 (2.05%) User Experience
10 3 (1.54%) Virtual Team
11 2 (1.03%) Clustering
11 2 (1.03%) Self-Motivation
11 2 (1.03%) Tandem
12 1 (0.51%) Client/Server
12 1 (0.51%) Data Centre
12 1 (0.51%) Greenfield Project
12 1 (0.51%) Linux Command Line
12 1 (0.51%) Management Information System
12 1 (0.51%) N-Tier
Operating Systems
1 16 (8.21%) Linux
2 5 (2.56%) Windows
2 5 (2.56%) Windows Server
2 5 (2.56%) Windows Server 2012
3 4 (2.05%) Apple iOS
3 4 (2.05%) CentOS
4 1 (0.51%) Debian
4 1 (0.51%) Mac OS X
4 1 (0.51%) Ubuntu
Processes & Methodologies
1 108 (55.38%) Agile Software Development
2 71 (36.41%) TDD
3 70 (35.90%) MVC
4 63 (32.31%) OO
5 60 (30.77%) Software Engineering
6 56 (28.72%) Continuous Integration
7 44 (22.56%) Test Automation
8 42 (21.54%) Scrum
8 42 (21.54%) SDLC
9 41 (21.03%) BDD
10 36 (18.46%) Web Application Development
11 28 (14.36%) SOA
12 26 (13.33%) DevOps
12 26 (13.33%) Open Source
13 25 (12.82%) Unit Testing
14 23 (11.79%) Data Science
14 23 (11.79%) Kanban
14 23 (11.79%) Web Development
15 22 (11.28%) Decision-Making
16 21 (10.77%) Responsive Web Design
Programming Languages
1 81 (41.54%) Java
2 69 (35.38%) SQL
3 66 (33.85%) Ruby
4 59 (30.26%) JavaScript
5 56 (28.72%) C#
6 40 (20.51%) PHP
7 39 (20.00%) Python
8 25 (12.82%) Go
9 14 (7.18%) C
10 8 (4.10%) ES6
11 7 (3.59%) Scala
12 6 (3.08%) Java 8
13 5 (2.56%) C++
13 5 (2.56%) R
14 4 (2.05%) Bash Shell
14 4 (2.05%) Erlang
14 4 (2.05%) Groovy
15 3 (1.54%) Perl
16 2 (1.03%) T-SQL
16 2 (1.03%) VB.NET
Qualifications
1 61 (31.28%) Degree
2 31 (15.90%) Computer Science Degree
3 11 (5.64%) Master's Degree
4 5 (2.56%) SAFe Agilist
4 5 (2.56%) Sun Certification
5 1 (0.51%) PhD
5 1 (0.51%) Security Cleared
Quality Assurance & Compliance
1 22 (11.28%) QA
2 10 (5.13%) Web Application Security Consortium
3 3 (1.54%) GCP
4 1 (0.51%) Cyber Essentials
4 1 (0.51%) ISO/IEC 27001
System Software
1 23 (11.79%) Docker
2 1 (0.51%) NFS
Systems Management
1 4 (2.05%) Opscode Chef
1 4 (2.05%) Puppet
2 1 (0.51%) Ansible
2 1 (0.51%) Cobbler
2 1 (0.51%) Failover Clustering
2 1 (0.51%) Galera Cluster
Vendors
1 17 (8.72%) Microsoft
2 13 (6.67%) Oracle
3 10 (5.13%) Google
4 5 (2.56%) Cognos
4 5 (2.56%) Sun
4 5 (2.56%) Xamarin
5 2 (1.03%) Mapinfo
5 2 (1.03%) Percona
6 1 (0.51%) Adobe
6 1 (0.51%) IBM
6 1 (0.51%) Splunk