Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 86 93 166
Rank change year-on-year +7 +73 +62
Permanent jobs citing NoSQL 267 248 104
As % of all permanent IT jobs advertised in Manchester 3.37% 3.31% 1.39%
As % of the Database & Business Intelligence category 10.24% 9.56% 4.33%
Number of salaries quoted 218 238 83
Manchester median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +5.56%
10th Percentile £32,500 £31,250 £33,400
90th Percentile £71,625 £69,875 £67,000
North West median annual salary £42,500 £47,500 £45,000
% change year-on-year -10.53% +5.56% -

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 2607 2594 2400
As % of all permanent IT jobs advertised in Manchester 32.87% 34.62% 32.03%
Number of salaries quoted 2250 2316 2075
Manchester median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +3.90%
10th Percentile £27,500 £26,750 £26,750
90th Percentile £62,500 £61,250 £56,250
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

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 24 November 2017.

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 24 November 2017. 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
Altrincham +4 23 £42,500 -19.05% 1
Sale +3 17 £42,500 -10.53% 1
Stockport +2 11 £35,000 -44.00% 1
Bolton - 6 £75,000 -
Wigan -3 3 £35,000 -12.50% 1
NoSQL
North West

For the 6 months to 24 November 2017, IT jobs citing NoSQL 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 Manchester region with a requirement for NoSQL.

1 142 (53.18%) Agile Software Development
2 127 (47.57%) JavaScript
3 120 (44.94%) Java
3 120 (44.94%) TDD
4 107 (40.07%) MVC
5 104 (38.95%) HTML
5 104 (38.95%) Git (software)
6 101 (37.83%) Node.js
7 98 (36.70%) .NET
8 94 (35.21%) SQL
8 94 (35.21%) Ruby
9 93 (34.83%) CSS
9 93 (34.83%) AngularJS
10 91 (34.08%) RESTful
11 90 (33.71%) SQL Server
11 90 (33.71%) Software Engineering
12 87 (32.58%) BDD
13 80 (29.96%) Web Services
14 79 (29.59%) C#
15 72 (26.97%) OO
16 67 (25.09%) Spring
17 66 (24.72%) MySQL
18 63 (23.60%) Continuous Integration
19 61 (22.85%) HTML5
20 60 (22.47%) ASP.NET
20 60 (22.47%) Scrum
21 58 (21.72%) ASP.NET Web API
22 53 (19.85%) ASP.NET MVC
22 53 (19.85%) Web Application Development
22 53 (19.85%) Python

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 18 (6.74%) Elasticsearch
2 17 (6.37%) Apache
3 13 (4.87%) Tomcat
4 11 (4.12%) WebSphere
5 10 (3.75%) Apache Spark
6 8 (3.00%) CMS
6 8 (3.00%) nginx
7 7 (2.62%) Apache Solr
8 5 (1.87%) Apache Pig
9 4 (1.50%) SAS
10 3 (1.12%) Jetty
10 3 (1.12%) WebLogic
11 2 (0.75%) Confluence
11 2 (0.75%) IIS
11 2 (0.75%) JBoss
11 2 (0.75%) OpenStack
12 1 (0.37%) NServiceBus
12 1 (0.37%) Tornado
Applications
1 3 (1.12%) S-PLUS
1 3 (1.12%) SPSS
1 3 (1.12%) Stata
Cloud Services
1 44 (16.48%) Amazon AWS
2 16 (5.99%) Google Cloud Platform
3 15 (5.62%) Microsoft Azure
4 13 (4.87%) Amazon ElastiCache
5 11 (4.12%) GitHub
6 7 (2.62%) Google App Engine
7 5 (1.87%) Cloud Computing
8 3 (1.12%) Amazon SQS
8 3 (1.12%) AWS CloudFormation
Communications & Networking
1 48 (17.98%) HTTP
2 8 (3.00%) SSL
3 6 (2.25%) Internet
4 3 (1.12%) AMQP
Database & Business Intelligence
1 90 (33.71%) SQL Server
2 66 (24.72%) MySQL
3 50 (18.73%) MongoDB
4 48 (17.98%) SQL Server 2016
5 38 (14.23%) Relational Database
6 29 (10.86%) Big Data
7 25 (9.36%) Redis
8 20 (7.49%) Apache Cassandra
8 20 (7.49%) CouchDB
9 19 (7.12%) Hadoop
10 18 (6.74%) Data Warehouse
11 13 (4.87%) PostgreSQL
12 9 (3.37%) Riak
13 8 (3.00%) RDBMS
14 6 (2.25%) Neo4j
14 6 (2.25%) SQL Server 2005
15 5 (1.87%) Couchbase
15 5 (1.87%) SQL Server 2008
15 5 (1.87%) SQL Server 2012
16 4 (1.50%) Data Mining
Development Applications
1 104 (38.95%) Git (software)
2 28 (10.49%) Jenkins
3 26 (9.74%) Subversion
4 23 (8.61%) Mercurial
5 15 (5.62%) Maven
6 13 (4.87%) Selenium
7 12 (4.49%) Vagrant
8 8 (3.00%) Eclipse
8 8 (3.00%) JIRA
9 7 (2.62%) Codeception
9 7 (2.62%) Cucumber
9 7 (2.62%) PHPUnit
9 7 (2.62%) Xdebug
10 6 (2.25%) Gradle
11 5 (1.87%) Bitbucket
11 5 (1.87%) FitNesse
12 3 (1.12%) AccuRev
12 3 (1.12%) JHipster
12 3 (1.12%) NuGet
13 2 (0.75%) Sonatype Nexus
General
1 23 (8.61%) Finance
2 19 (7.12%) Music Industry
3 12 (4.49%) Retail
4 9 (3.37%) Legal
5 5 (1.87%) Automotive
5 5 (1.87%) Banking
5 5 (1.87%) Games
6 3 (1.12%) Publishing
7 2 (0.75%) Advertising
7 2 (0.75%) Pharmaceutical
8 1 (0.37%) Back Office
8 1 (0.37%) Electronics
8 1 (0.37%) Marketing
Job Titles
1 145 (54.31%) Developer
2 50 (18.73%) Software Engineer
3 49 (18.35%) Java Developer
4 44 (16.48%) .NET Developer
5 35 (13.11%) Java Engineer
6 31 (11.61%) Java Software Engineer
7 28 (10.49%) Senior Developer
7 28 (10.49%) Senior Software Engineer
8 24 (8.99%) Senior Java Engineer
9 20 (7.49%) Senior Java Software Engineer
10 19 (7.12%) Software Developer
11 16 (5.99%) JavaScript Developer
12 15 (5.62%) Architect
12 15 (5.62%) HTML Developer
13 14 (5.24%) HTML CSS Developer
13 14 (5.24%) Senior Java Developer
14 13 (4.87%) PHP Developer
15 10 (3.75%) Full Stack Developer
15 10 (3.75%) Lead Software Engineer
15 10 (3.75%) Node.js Developer
Libraries, Frameworks & Software Standards
1 104 (38.95%) HTML
2 101 (37.83%) Node.js
3 98 (36.70%) .NET
4 93 (34.83%) AngularJS
4 93 (34.83%) CSS
5 91 (34.08%) RESTful
6 80 (29.96%) Web Services
7 67 (25.09%) Spring
8 61 (22.85%) HTML5
9 60 (22.47%) ASP.NET
10 58 (21.72%) ASP.NET Web API
11 53 (19.85%) .NET Framework
11 53 (19.85%) ASP.NET MVC
12 52 (19.48%) WCF
13 50 (18.73%) Entity Framework
14 47 (17.60%) ASP.NET MVC 5
14 47 (17.60%) jQuery
14 47 (17.60%) React
15 45 (16.85%) Code First Entity Framework
16 40 (14.98%) REST
Miscellaneous
1 24 (8.99%) Algorithms
2 23 (8.61%) Computer Science
3 22 (8.24%) Data Structures
4 18 (6.74%) User Experience
5 17 (6.37%) Social Network
6 15 (5.62%) Mobile App
7 11 (4.12%) Enterprise Software
8 8 (3.00%) Greenfield Project
9 7 (2.62%) Replication
10 6 (2.25%) Wiki
11 4 (1.50%) Online Banking
12 3 (1.12%) Analytical Skills
12 3 (1.12%) N-Tier
12 3 (1.12%) Public Cloud
13 2 (0.75%) BBC
13 2 (0.75%) Fintech
13 2 (0.75%) Grid Computing
13 2 (0.75%) iPad
13 2 (0.75%) NHS
13 2 (0.75%) Social Media
Operating Systems
1 47 (17.60%) Linux
2 13 (4.87%) Windows
3 12 (4.49%) Unix
4 4 (1.50%) Android
4 4 (1.50%) Apple iOS
5 1 (0.37%) Windows Server
5 1 (0.37%) Windows Server 2012
Processes & Methodologies
1 142 (53.18%) Agile Software Development
2 120 (44.94%) TDD
3 107 (40.07%) MVC
4 90 (33.71%) Software Engineering
5 87 (32.58%) BDD
6 72 (26.97%) OO
7 63 (23.60%) Continuous Integration
8 60 (22.47%) Scrum
9 53 (19.85%) Web Application Development
10 44 (16.48%) Web Development
11 41 (15.36%) DevOps
11 41 (15.36%) Mentoring
12 39 (14.61%) Test Automation
13 32 (11.99%) SOA
14 31 (11.61%) SDLC
15 30 (11.24%) Microservices
16 28 (10.49%) Coaching
17 26 (9.74%) E-Commerce
18 25 (9.36%) Kanban
19 23 (8.61%) Open Source
Programming Languages
1 127 (47.57%) JavaScript
2 120 (44.94%) Java
3 94 (35.21%) Ruby
3 94 (35.21%) SQL
4 79 (29.59%) C#
5 53 (19.85%) Python
6 49 (18.35%) PHP
7 30 (11.24%) Scala
8 21 (7.87%) Groovy
9 20 (7.49%) Go
10 12 (4.49%) Bash Shell
11 11 (4.12%) C
12 7 (2.62%) C++
12 7 (2.62%) Erlang
12 7 (2.62%) F#
12 7 (2.62%) Haskell
13 6 (2.25%) MATLAB
13 6 (2.25%) R
13 6 (2.25%) TypeScript
14 5 (1.87%) Clojure
Qualifications
1 52 (19.48%) Degree
2 19 (7.12%) Computer Science Degree
3 7 (2.62%) Master's Degree
4 5 (1.87%) PhD
5 1 (0.37%) ISEB
5 1 (0.37%) ISTQB
5 1 (0.37%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 24 (8.99%) QA
2 5 (1.87%) Web Application Security Consortium
3 3 (1.12%) Data Quality
3 3 (1.12%) GCP
4 2 (0.75%) ISO 9001
5 1 (0.37%) TickIT
System Software
1 28 (10.49%) Docker
Systems Management
1 22 (8.24%) Puppet
2 15 (5.62%) Opscode Chef
3 11 (4.12%) Ansible
4 7 (2.62%) Capistrano
4 7 (2.62%) Kubernetes
5 4 (1.50%) Cobbler
6 1 (0.37%) Consul
6 1 (0.37%) Kibana
6 1 (0.37%) Zipkin
Vendors
1 28 (10.49%) Oracle
2 18 (6.74%) Google
3 16 (5.99%) Microsoft
4 13 (4.87%) Xamarin
5 7 (2.62%) Percona
6 5 (1.87%) Cloudera
7 4 (1.50%) Apigee
7 4 (1.50%) Cognos
7 4 (1.50%) IBM
8 3 (1.12%) Hortonworks
8 3 (1.12%) Splunk
8 3 (1.12%) Tableau
9 2 (0.75%) Apple
9 2 (0.75%) Facebook
9 2 (0.75%) Sony
9 2 (0.75%) TIBCO
9 2 (0.75%) Yahoo!
10 1 (0.37%) Cognizant
10 1 (0.37%) Rackspace
10 1 (0.37%) SAP