Period
to 19 February 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 19 February 2018 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 94 93 147
Rank change year-on-year -1 +54 +93
Permanent jobs citing NoSQL 250 252 136
As % of all permanent IT jobs advertised in Manchester 3.41% 3.35% 1.94%
As % of the Database & Business Intelligence category 10.28% 9.56% 6.20%
Number of salaries quoted 205 236 127
Manchester median annual salary £45,000 £50,000 £47,500
Median salary % change year-on-year -10.00% +5.26% +5.56%
10th Percentile £32,500 £27,500 £32,800
90th Percentile £68,250 £75,000 £76,250
North West median annual salary £42,500 £47,500 £45,000
% change year-on-year -10.53% +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 2,433 2,635 2,192
As % of all permanent IT jobs advertised in Manchester 33.20% 35.04% 31.25%
Number of salaries quoted 2,083 2,296 1,910
Manchester median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +13.01%
10th Percentile £28,025 £26,250 £26,750
90th Percentile £65,000 £60,000 £57,500
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 19 February 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 19 February 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 +8 30 £42,500 -10.53% 1
Altrincham +12 23 £42,500 -15.00% 1
Stockport +12 13 £62,500 +95.31% 1
Wigan +5 13 £35,000 -12.50% 2
Bolton - 2 £75,000 -
NoSQL
North West

For the 6 months to 19 February 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.

1 146 (58.40%) Agile Software Development
2 138 (55.20%) TDD
3 122 (48.80%) Java
4 118 (47.20%) MVC
5 115 (46.00%) RESTful
6 111 (44.40%) Ruby
7 108 (43.20%) Git (software)
8 100 (40.00%) BDD
8 100 (40.00%) Node.js
9 99 (39.60%) JavaScript
10 96 (38.40%) SQL Server
11 91 (36.40%) .NET
11 91 (36.40%) Software Engineering
12 83 (33.20%) OO
13 82 (32.80%) Web Services
14 78 (31.20%) C#
15 76 (30.40%) HTML
16 72 (28.80%) MySQL
17 71 (28.40%) SQL
18 70 (28.00%) ASP.NET
18 70 (28.00%) CSS
18 70 (28.00%) Spring
19 69 (27.60%) .NET Framework
19 69 (27.60%) WCF
19 69 (27.60%) Web Application Development
19 69 (27.60%) AngularJS
20 68 (27.20%) ASP.NET Web API
20 68 (27.20%) Entity Framework
20 68 (27.20%) SQL Server 2016
21 67 (26.80%) ASP.NET MVC

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 23 (9.20%) Apache
2 13 (5.20%) Tomcat
3 12 (4.80%) Elasticsearch
4 9 (3.60%) nginx
4 9 (3.60%) WebSphere
5 7 (2.80%) Apache Spark
5 7 (2.80%) CMS
6 4 (1.60%) Apache Solr
7 3 (1.20%) Confluence
8 2 (0.80%) JBoss
8 2 (0.80%) Jetty
8 2 (0.80%) SAS
8 2 (0.80%) WebLogic
9 1 (0.40%) Apache Pig
9 1 (0.40%) IIS
9 1 (0.40%) OpenStack
9 1 (0.40%) SharePoint
Applications
1 1 (0.40%) S-PLUS
1 1 (0.40%) SPSS
1 1 (0.40%) Stata
Cloud Services
1 28 (11.20%) Amazon AWS
2 20 (8.00%) Amazon ElastiCache
3 19 (7.60%) Google Cloud Platform
4 11 (4.40%) Cloud Computing
5 10 (4.00%) Microsoft Azure
6 9 (3.60%) Google App Engine
7 4 (1.60%) GitHub
8 3 (1.20%) Amazon SQS
8 3 (1.20%) AWS CloudFormation
9 2 (0.80%) Office 365
9 2 (0.80%) SaaS
10 1 (0.40%) G Suite
10 1 (0.40%) npm
Communications & Networking
1 50 (20.00%) HTTP
2 9 (3.60%) SSL
3 6 (2.40%) Internet
4 2 (0.80%) TCP/IP
5 1 (0.40%) AMQP
5 1 (0.40%) DNS
5 1 (0.40%) Ethernet
5 1 (0.40%) Firewall
5 1 (0.40%) Intrusion Detection
5 1 (0.40%) Skype
5 1 (0.40%) VoIP
5 1 (0.40%) VPN
5 1 (0.40%) Wireless
Database & Business Intelligence
1 96 (38.40%) SQL Server
2 72 (28.80%) MySQL
3 68 (27.20%) SQL Server 2016
4 32 (12.80%) Relational Database
5 30 (12.00%) MongoDB
6 25 (10.00%) Redis
7 23 (9.20%) Big Data
8 22 (8.80%) Data Warehouse
9 13 (5.20%) Hadoop
10 12 (4.80%) PostgreSQL
11 9 (3.60%) CouchDB
12 8 (3.20%) Apache Cassandra
13 7 (2.80%) RDBMS
13 7 (2.80%) Riak
14 6 (2.40%) Neo4j
15 3 (1.20%) Amazon DynamoDB
15 3 (1.20%) Couchbase
15 3 (1.20%) SQL Server 2005
15 3 (1.20%) SQL Server 2008
15 3 (1.20%) SQL Server 2012
Development Applications
1 108 (43.20%) Git (software)
2 22 (8.80%) Subversion
3 21 (8.40%) Mercurial
4 16 (6.40%) Jenkins
5 9 (3.60%) Maven
6 7 (2.80%) Eclipse
6 7 (2.80%) Selenium
7 5 (2.00%) Vagrant
8 4 (1.60%) Codeception
8 4 (1.60%) Gradle
8 4 (1.60%) PHPUnit
8 4 (1.60%) Xdebug
9 3 (1.20%) Cucumber
9 3 (1.20%) FitNesse
9 3 (1.20%) JHipster
9 3 (1.20%) JIRA
9 3 (1.20%) SonarQube
10 2 (0.80%) Atlassian Bamboo
10 2 (0.80%) Bitbucket
10 2 (0.80%) InstallShield
General
1 21 (8.40%) Music Industry
2 18 (7.20%) Finance
3 11 (4.40%) Legal
4 9 (3.60%) Retail
5 5 (2.00%) Automotive
6 1 (0.40%) Advertising
6 1 (0.40%) Back Office
6 1 (0.40%) Marketing
6 1 (0.40%) Pharmaceutical
Job Titles
1 145 (58.00%) Developer
2 66 (26.40%) .NET Developer
3 50 (20.00%) Java Developer
4 44 (17.60%) Software Engineer
5 35 (14.00%) Java Engineer
5 35 (14.00%) Java Software Engineer
6 27 (10.80%) Senior Software Engineer
7 25 (10.00%) Senior Developer
8 24 (9.60%) Senior Java Engineer
8 24 (9.60%) Senior Java Software Engineer
9 21 (8.40%) Architect
10 18 (7.20%) Senior Java Developer
11 16 (6.40%) Java Architect
12 15 (6.00%) Technical Architect
13 14 (5.60%) PHP Architect
14 13 (5.20%) Data Scientist
15 11 (4.40%) Java Technical Architect
16 9 (3.60%) E-Commerce Engineer
16 9 (3.60%) Lead Software Engineer
16 9 (3.60%) PHP Technical Architect
Libraries, Frameworks & Software Standards
1 115 (46.00%) RESTful
2 100 (40.00%) Node.js
3 91 (36.40%) .NET
4 82 (32.80%) Web Services
5 76 (30.40%) HTML
6 70 (28.00%) ASP.NET
6 70 (28.00%) CSS
6 70 (28.00%) Spring
7 69 (27.60%) .NET Framework
7 69 (27.60%) AngularJS
7 69 (27.60%) WCF
8 68 (27.20%) ASP.NET Web API
8 68 (27.20%) Entity Framework
9 67 (26.80%) ASP.NET MVC
10 66 (26.40%) ASP.NET MVC 5
10 66 (26.40%) Code First Entity Framework
11 43 (17.20%) JSON
11 43 (17.20%) REST
11 43 (17.20%) Spring MVC
12 39 (15.60%) HTML5
Miscellaneous
1 33 (13.20%) Computer Science
2 30 (12.00%) Social Network
3 28 (11.20%) Algorithms
4 24 (9.60%) Data Structures
5 11 (4.40%) Enterprise Software
6 6 (2.40%) Greenfield Project
6 6 (2.40%) Wiki
7 5 (2.00%) Analytical Skills
7 5 (2.00%) Replication
8 3 (1.20%) Internet of Things
9 2 (0.80%) Fintech
9 2 (0.80%) Grid Computing
9 2 (0.80%) Life Science
10 1 (0.40%) Data Centre
10 1 (0.40%) Linux Command Line
10 1 (0.40%) Management Information System
10 1 (0.40%) NHS
Operating Systems
1 39 (15.60%) Linux
2 10 (4.00%) Windows
3 7 (2.80%) Unix
4 2 (0.80%) CentOS
5 1 (0.40%) Debian
5 1 (0.40%) Mac OS X
5 1 (0.40%) Ubuntu
Processes & Methodologies
1 146 (58.40%) Agile Software Development
2 138 (55.20%) TDD
3 118 (47.20%) MVC
4 100 (40.00%) BDD
5 91 (36.40%) Software Engineering
6 83 (33.20%) OO
7 69 (27.60%) Web Application Development
8 62 (24.80%) Scrum
9 54 (21.60%) Continuous Integration
10 52 (20.80%) SDLC
11 45 (18.00%) Web Development
12 44 (17.60%) Test Automation
13 38 (15.20%) Mentoring
14 35 (14.00%) Coaching
14 35 (14.00%) DevOps
15 33 (13.20%) SOA
16 27 (10.80%) Microservices
17 26 (10.40%) Kanban
18 25 (10.00%) E-Commerce
19 22 (8.80%) Unit Testing
Programming Languages
1 122 (48.80%) Java
2 111 (44.40%) Ruby
3 99 (39.60%) JavaScript
4 78 (31.20%) C#
5 71 (28.40%) SQL
6 51 (20.40%) Python
7 40 (16.00%) PHP
8 28 (11.20%) Scala
9 26 (10.40%) Go
10 22 (8.80%) Groovy
11 10 (4.00%) C
12 7 (2.80%) F#
12 7 (2.80%) Haskell
13 5 (2.00%) Erlang
14 4 (1.60%) Clojure
14 4 (1.60%) Elixir
14 4 (1.60%) MATLAB
14 4 (1.60%) R
15 3 (1.20%) Bash Shell
15 3 (1.20%) Kotlin
Qualifications
1 63 (25.20%) Degree
2 28 (11.20%) Computer Science Degree
3 11 (4.40%) Master's Degree
4 4 (1.60%) Sun Certification
5 2 (0.80%) PhD
6 1 (0.40%) Security Cleared
Quality Assurance & Compliance
1 25 (10.00%) QA
2 11 (4.40%) Web Application Security Consortium
3 5 (2.00%) GCP
4 2 (0.80%) ISO 9001
5 1 (0.40%) Cyber Essentials
5 1 (0.40%) ISO/IEC 27001
5 1 (0.40%) TickIT
System Software
1 24 (9.60%) Docker
2 1 (0.40%) NFS
Systems Management
1 12 (4.80%) Puppet
2 8 (3.20%) Opscode Chef
3 4 (1.60%) Ansible
3 4 (1.60%) Capistrano
3 4 (1.60%) Kubernetes
4 3 (1.20%) Cobbler
5 1 (0.40%) Consul
5 1 (0.40%) Failover Clustering
5 1 (0.40%) Galera Cluster
5 1 (0.40%) Kibana
5 1 (0.40%) Zipkin
Vendors
1 29 (11.60%) Oracle
2 19 (7.60%) Google
3 14 (5.60%) Microsoft
4 8 (3.20%) Xamarin
5 5 (2.00%) Percona
6 4 (1.60%) Apigee
6 4 (1.60%) Sun
7 3 (1.20%) IBM
8 2 (0.80%) Cognos
9 1 (0.40%) SAP
9 1 (0.40%) Splunk
9 1 (0.40%) TIBCO