Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 20 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > North West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 97 121 176
Rank change year-on-year +24 +55 +50
Permanent jobs citing NoSQL 418 326 217
As % of all permanent IT jobs advertised in the North West 3.15% 2.65% 1.67%
As % of the Database & Business Intelligence category 9.74% 7.71% 4.83%
Number of salaries quoted 348 309 180
North West median annual salary £42,500 £47,500 £45,000
Median salary % change year-on-year -10.53% +5.56% -
10th Percentile £31,600 £32,250 £32,500
90th Percentile £65,000 £68,750 £65,000
England median annual salary £56,250 £55,000 £55,000
% change year-on-year +2.27% - +4.76%

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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 4291 4230 4489
As % of all permanent IT jobs advertised in the North West 32.38% 34.41% 34.45%
Number of salaries quoted 3641 3663 3855
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £61,250 £58,750 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

NoSQL
Job Vacancy Trend in the North West

Job postings citing NoSQL as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for NoSQL in the North West

NoSQL
Salary Trend in the North West

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

Salary trend for NoSQL in the North West

NoSQL
Salary Histogram in the North West

The salary distribution of IT jobs citing NoSQL in the North West over the 6 months to 20 November 2017.

Salary histogram for NoSQL in the North West

NoSQL
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the North West region over the 6 months to 20 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
Manchester -2 267 £48,750 -2.50% 17
Cheshire +26 91 £40,000 -23.81% 9
Lancashire +21 31 £35,000 -6.67% 4
Merseyside +14 28 £35,000 -12.50% 2
NoSQL
England

For the 6 months to 20 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 North West region with a requirement for NoSQL.

1 252 (60.29%) Agile Software Development
2 223 (53.35%) Git (software)
3 210 (50.24%) MVC
4 205 (49.04%) TDD
4 205 (49.04%) Node.js
5 198 (47.37%) .NET
6 186 (44.50%) RESTful
7 182 (43.54%) C#
7 182 (43.54%) JavaScript
8 179 (42.82%) Ruby
9 177 (42.34%) SQL Server
10 168 (40.19%) BDD
11 158 (37.80%) ASP.NET
12 157 (37.56%) Java
13 150 (35.89%) ASP.NET MVC
14 148 (35.41%) ASP.NET Web API
15 145 (34.69%) AngularJS
16 140 (33.49%) SQL
17 139 (33.25%) OO
18 134 (32.06%) WCF
19 133 (31.82%) Web Application Development
20 127 (30.38%) HTML
20 127 (30.38%) ASP.NET MVC 5
21 114 (27.27%) CSS
22 110 (26.32%) Software Engineering
23 107 (25.60%) Web Services
24 98 (23.44%) .NET Framework
25 93 (22.25%) Entity Framework
26 90 (21.53%) SQL Server 2016
27 74 (17.70%) Code First Entity Framework

NoSQL
Co-occurring IT Skills in the North West 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 19 (4.55%) Elasticsearch
2 16 (3.83%) Apache
3 14 (3.35%) Apache Spark
4 13 (3.11%) Tomcat
5 11 (2.63%) WebSphere
6 9 (2.15%) CMS
6 9 (2.15%) nginx
7 7 (1.67%) Apache Solr
8 5 (1.20%) Apache Pig
9 4 (0.96%) SAS
10 3 (0.72%) Confluence
10 3 (0.72%) Jetty
10 3 (0.72%) WebLogic
11 2 (0.48%) IIS
11 2 (0.48%) JBoss
11 2 (0.48%) OpenStack
12 1 (0.24%) NServiceBus
12 1 (0.24%) Sitecore CMS
12 1 (0.24%) Tornado
12 1 (0.24%) Umbraco
Applications
1 3 (0.72%) S-PLUS
1 3 (0.72%) SPSS
1 3 (0.72%) Stata
Business Applications
1 1 (0.24%) Magento
Cloud Services
1 71 (16.99%) Amazon AWS
2 19 (4.55%) Amazon EC2
3 18 (4.31%) Microsoft Azure
4 16 (3.83%) Google Cloud Platform
5 15 (3.59%) Amazon SQS
6 13 (3.11%) Amazon ElastiCache
7 12 (2.87%) Amazon S3
7 12 (2.87%) AWS Lambda
7 12 (2.87%) Serverless
8 11 (2.63%) GitHub
9 7 (1.67%) Google App Engine
10 5 (1.20%) Cloud Computing
11 3 (0.72%) AWS CloudFormation
Communications & Networking
1 52 (12.44%) HTTP
2 25 (5.98%) Internet
3 8 (1.91%) SSL
4 3 (0.72%) AMQP
5 1 (0.24%) Intranet
Database & Business Intelligence
1 177 (42.34%) SQL Server
2 90 (21.53%) SQL Server 2016
3 70 (16.75%) MySQL
4 63 (15.07%) MongoDB
5 53 (12.68%) Relational Database
6 41 (9.81%) SQL Server 2014
7 33 (7.89%) Redis
8 32 (7.66%) Big Data
9 25 (5.98%) Hadoop
10 24 (5.74%) Amazon DynamoDB
10 24 (5.74%) Data Warehouse
11 22 (5.26%) Apache Cassandra
12 21 (5.02%) PostgreSQL
13 20 (4.78%) CouchDB
14 12 (2.87%) Amazon RDS
15 11 (2.63%) RDBMS
16 9 (2.15%) Riak
17 8 (1.91%) SQL Server 2008
18 6 (1.44%) Couchbase
18 6 (1.44%) Neo4j
Development Applications
1 223 (53.35%) Git (software)
2 42 (10.05%) Jenkins
3 34 (8.13%) Subversion
4 24 (5.74%) Mercurial
5 22 (5.26%) Maven
6 20 (4.78%) PHPUnit
7 17 (4.07%) JIRA
8 16 (3.83%) Selenium
9 15 (3.59%) Eclipse
10 13 (3.11%) Vagrant
11 8 (1.91%) Cucumber
11 8 (1.91%) Gradle
12 7 (1.67%) Codeception
12 7 (1.67%) Xdebug
13 6 (1.44%) Team Foundation Server
13 6 (1.44%) Visual Studio
14 5 (1.20%) Bitbucket
14 5 (1.20%) FitNesse
15 4 (0.96%) JUnit
16 3 (0.72%) NuGet
General
1 31 (7.42%) Games
2 26 (6.22%) Finance
3 25 (5.98%) Retail
4 19 (4.55%) Music Industry
5 7 (1.67%) Legal
6 5 (1.20%) Automotive
6 5 (1.20%) Banking
7 4 (0.96%) Advertising
8 3 (0.72%) Publishing
9 2 (0.48%) Pharmaceutical
10 1 (0.24%) Back Office
10 1 (0.24%) Electronics
10 1 (0.24%) Marketing
Job Titles
1 272 (65.07%) Developer
2 134 (32.06%) .NET Developer
3 68 (16.27%) Java Developer
4 59 (14.11%) Software Engineer
5 36 (8.61%) Software Developer
6 35 (8.37%) Java Engineer
7 34 (8.13%) .NET Software Developer
8 33 (7.89%) Senior Software Engineer
9 31 (7.42%) Java Software Engineer
9 31 (7.42%) Senior Developer
10 26 (6.22%) PHP Developer
11 24 (5.74%) Senior Java Engineer
12 22 (5.26%) C# Developer
13 20 (4.78%) Java Software Developer
13 20 (4.78%) Senior Java Software Engineer
14 17 (4.07%) Architect
14 17 (4.07%) C# .NET Developer
14 17 (4.07%) JavaScript Developer
15 16 (3.83%) HTML Developer
16 15 (3.59%) HTML CSS Developer
Libraries, Frameworks & Software Standards
1 205 (49.04%) Node.js
2 198 (47.37%) .NET
3 186 (44.50%) RESTful
4 158 (37.80%) ASP.NET
5 150 (35.89%) ASP.NET MVC
6 148 (35.41%) ASP.NET Web API
7 145 (34.69%) AngularJS
8 134 (32.06%) WCF
9 127 (30.38%) ASP.NET MVC 5
9 127 (30.38%) HTML
10 114 (27.27%) CSS
11 107 (25.60%) Web Services
12 98 (23.44%) .NET Framework
13 93 (22.25%) Entity Framework
14 74 (17.70%) Code First Entity Framework
15 72 (17.22%) Spring
16 68 (16.27%) Twitter Bootstrap
17 64 (15.31%) jQuery
18 62 (14.83%) HTML5
19 58 (13.88%) JSON
Miscellaneous
1 34 (8.13%) Computer Science
2 26 (6.22%) Algorithms
3 24 (5.74%) Data Structures
4 21 (5.02%) User Experience
5 17 (4.07%) Social Network
6 16 (3.83%) Mobile App
7 13 (3.11%) Blog
7 13 (3.11%) Digital Media
7 13 (3.11%) Enterprise Software
8 10 (2.39%) Greenfield Project
9 7 (1.67%) Replication
10 6 (1.44%) Wiki
11 4 (0.96%) Analytical Skills
11 4 (0.96%) Online Banking
12 3 (0.72%) N-Tier
12 3 (0.72%) Public Cloud
13 2 (0.48%) Contactless
13 2 (0.48%) Fintech
13 2 (0.48%) Life Science
13 2 (0.48%) NHS
Operating Systems
1 61 (14.59%) Linux
2 26 (6.22%) Windows
3 22 (5.26%) Unix
4 5 (1.20%) Android
4 5 (1.20%) Apple iOS
5 2 (0.48%) Debian
5 2 (0.48%) Windows 10
5 2 (0.48%) Windows 7
6 1 (0.24%) Mac OS X
6 1 (0.24%) Windows Server
6 1 (0.24%) Windows Server 2012
Processes & Methodologies
1 252 (60.29%) Agile Software Development
2 210 (50.24%) MVC
3 205 (49.04%) TDD
4 168 (40.19%) BDD
5 139 (33.25%) OO
6 133 (31.82%) Web Application Development
7 110 (26.32%) Software Engineering
8 72 (17.22%) Continuous Integration
9 67 (16.03%) Scrum
10 58 (13.88%) Microservices
11 52 (12.44%) DevOps
12 48 (11.48%) Test Automation
13 44 (10.53%) Web Development
14 42 (10.05%) Mentoring
15 40 (9.57%) SDLC
16 38 (9.09%) SOA
17 32 (7.66%) Open Source
18 29 (6.94%) Coaching
18 29 (6.94%) Kanban
19 28 (6.70%) E-Commerce
Programming Languages
1 182 (43.54%) C#
1 182 (43.54%) JavaScript
2 179 (42.82%) Ruby
3 157 (37.56%) Java
4 140 (33.49%) SQL
5 72 (17.22%) PHP
6 61 (14.59%) Python
7 32 (7.66%) Scala
8 20 (4.78%) Go
9 19 (4.55%) Groovy
10 14 (3.35%) T-SQL
11 13 (3.11%) Bash Shell
11 13 (3.11%) C
11 13 (3.11%) TypeScript
12 9 (2.15%) C++
13 7 (1.67%) Erlang
13 7 (1.67%) F#
13 7 (1.67%) Haskell
14 6 (1.44%) R
14 6 (1.44%) VB.NET
Qualifications
1 67 (16.03%) Degree
2 28 (6.70%) Computer Science Degree
3 7 (1.67%) Master's Degree
4 6 (1.44%) ITIL Certification
5 5 (1.20%) PhD
6 2 (0.48%) ISEB
6 2 (0.48%) ISTQB
7 1 (0.24%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 33 (7.89%) QA
2 5 (1.20%) Web Application Security Consortium
3 4 (0.96%) Data Quality
4 3 (0.72%) GCP
5 2 (0.48%) ISO 9001
6 1 (0.24%) TickIT
System Software
1 55 (13.16%) Docker
Systems Management
1 30 (7.18%) Puppet
2 22 (5.26%) Opscode Chef
3 21 (5.02%) Ansible
4 7 (1.67%) Capistrano
4 7 (1.67%) Kubernetes
5 4 (0.96%) Cobbler
6 2 (0.48%) Graphite
6 2 (0.48%) Perfmon
7 1 (0.24%) Consul
7 1 (0.24%) Kibana
7 1 (0.24%) Zipkin
Vendors
1 32 (7.66%) Oracle
2 26 (6.22%) Microsoft
3 21 (5.02%) Google
4 14 (3.35%) Xamarin
5 7 (1.67%) Percona
5 7 (1.67%) SaltStack
6 5 (1.20%) Cloudera
7 4 (0.96%) Apigee
7 4 (0.96%) Cognos
7 4 (0.96%) Facebook
7 4 (0.96%) IBM
8 3 (0.72%) Hortonworks
8 3 (0.72%) Splunk
8 3 (0.72%) Tableau
9 2 (0.48%) Apple
9 2 (0.48%) SAP
9 2 (0.48%) Sony
9 2 (0.48%) TIBCO
9 2 (0.48%) Yahoo!
10 1 (0.24%) Teradata