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

NoSQL
England > North West
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 99 116 170
Rank change year-on-year +17 +54 +42
Permanent jobs citing NoSQL 417 329 221
As % of all permanent IT jobs advertised in the North West 3.15% 2.63% 1.69%
As % of the Database & Business Intelligence category 9.75% 7.63% 4.93%
Number of salaries quoted 346 312 182
North West median annual salary £42,500 £47,500 £45,000
Median salary % change year-on-year -10.53% +5.56% -
10th Percentile £32,125 £32,500 £32,500
90th Percentile £65,000 £68,625 £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 4279 4310 4479
As % of all permanent IT jobs advertised in the North West 32.29% 34.52% 34.30%
Number of salaries quoted 3625 3736 3851
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 24 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 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
Manchester +7 267 £47,500 -5.00% 12
Cheshire +25 92 £40,000 -23.81% 8
Lancashire +19 30 £35,000 -6.67% 3
Merseyside +12 27 £35,000 -12.50% 3
NoSQL
England

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 North West region with a requirement for NoSQL.

1 250 (59.95%) Agile Software Development
2 218 (52.28%) Git (software)
3 207 (49.64%) MVC
4 203 (48.68%) TDD
5 202 (48.44%) Node.js
6 195 (46.76%) .NET
7 184 (44.12%) JavaScript
8 183 (43.88%) RESTful
9 178 (42.69%) C#
9 178 (42.69%) Ruby
10 176 (42.21%) SQL Server
11 165 (39.57%) BDD
12 158 (37.89%) Java
13 155 (37.17%) ASP.NET
14 147 (35.25%) ASP.NET MVC
15 145 (34.77%) AngularJS
15 145 (34.77%) ASP.NET Web API
16 142 (34.05%) SQL
17 136 (32.61%) OO
18 131 (31.41%) WCF
19 130 (31.18%) Web Application Development
19 130 (31.18%) HTML
20 124 (29.74%) ASP.NET MVC 5
21 116 (27.82%) CSS
22 109 (26.14%) Web Services
22 109 (26.14%) Software Engineering
23 97 (23.26%) .NET Framework
24 92 (22.06%) Entity Framework
25 88 (21.10%) SQL Server 2016
26 75 (17.99%) Spring

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 (4.56%) Elasticsearch
2 18 (4.32%) Apache
3 15 (3.60%) Apache Spark
4 13 (3.12%) Tomcat
5 11 (2.64%) WebSphere
6 9 (2.16%) CMS
6 9 (2.16%) nginx
7 7 (1.68%) 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 72 (17.27%) Amazon AWS
2 19 (4.56%) Amazon EC2
3 18 (4.32%) Microsoft Azure
4 16 (3.84%) Google Cloud Platform
5 15 (3.60%) Amazon SQS
6 13 (3.12%) Amazon ElastiCache
7 12 (2.88%) Amazon S3
7 12 (2.88%) AWS Lambda
7 12 (2.88%) Serverless
8 11 (2.64%) GitHub
9 7 (1.68%) Google App Engine
10 5 (1.20%) Cloud Computing
11 3 (0.72%) AWS CloudFormation
Communications & Networking
1 54 (12.95%) HTTP
2 24 (5.76%) Internet
3 8 (1.92%) SSL
4 3 (0.72%) AMQP
5 1 (0.24%) Intranet
Database & Business Intelligence
1 176 (42.21%) SQL Server
2 88 (21.10%) SQL Server 2016
3 72 (17.27%) MySQL
4 66 (15.83%) MongoDB
5 54 (12.95%) Relational Database
6 40 (9.59%) SQL Server 2014
7 35 (8.39%) Big Data
8 33 (7.91%) Redis
9 26 (6.24%) Hadoop
10 24 (5.76%) Amazon DynamoDB
10 24 (5.76%) Data Warehouse
11 23 (5.52%) Apache Cassandra
12 21 (5.04%) PostgreSQL
13 20 (4.80%) CouchDB
14 12 (2.88%) Amazon RDS
15 10 (2.40%) RDBMS
16 9 (2.16%) Riak
17 8 (1.92%) SQL Server 2008
18 6 (1.44%) Couchbase
18 6 (1.44%) Neo4j
Development Applications
1 218 (52.28%) Git (software)
2 43 (10.31%) Jenkins
3 32 (7.67%) Subversion
4 23 (5.52%) Maven
4 23 (5.52%) Mercurial
5 20 (4.80%) PHPUnit
6 17 (4.08%) JIRA
6 17 (4.08%) Selenium
7 16 (3.84%) Eclipse
8 13 (3.12%) Vagrant
9 8 (1.92%) Cucumber
9 8 (1.92%) Gradle
10 7 (1.68%) Codeception
10 7 (1.68%) Xdebug
11 6 (1.44%) Team Foundation Server
11 6 (1.44%) Visual Studio
12 5 (1.20%) Bitbucket
12 5 (1.20%) FitNesse
12 5 (1.20%) JUnit
13 3 (0.72%) NuGet
General
1 30 (7.19%) Games
2 27 (6.47%) Finance
3 25 (6.00%) Retail
4 19 (4.56%) Music Industry
5 9 (2.16%) Legal
6 6 (1.44%) Banking
7 5 (1.20%) Automotive
8 4 (0.96%) Advertising
9 3 (0.72%) Publishing
10 2 (0.48%) Pharmaceutical
11 1 (0.24%) Back Office
11 1 (0.24%) Electronics
11 1 (0.24%) Investment Banking
11 1 (0.24%) Law
11 1 (0.24%) Marketing
Job Titles
1 271 (64.99%) Developer
2 131 (31.41%) .NET Developer
3 69 (16.55%) Java Developer
4 58 (13.91%) Software Engineer
5 37 (8.87%) Software Developer
6 35 (8.39%) Java Engineer
7 33 (7.91%) .NET Software Developer
8 32 (7.67%) Senior Software Engineer
9 31 (7.43%) Java Software Engineer
9 31 (7.43%) Senior Developer
10 26 (6.24%) PHP Developer
11 24 (5.76%) Senior Java Engineer
12 21 (5.04%) C# Developer
13 20 (4.80%) Java Software Developer
13 20 (4.80%) Senior Java Software Engineer
14 17 (4.08%) JavaScript Developer
15 16 (3.84%) Architect
15 16 (3.84%) C# .NET Developer
15 16 (3.84%) HTML Developer
16 15 (3.60%) HTML CSS Developer
Libraries, Frameworks & Software Standards
1 202 (48.44%) Node.js
2 195 (46.76%) .NET
3 183 (43.88%) RESTful
4 155 (37.17%) ASP.NET
5 147 (35.25%) ASP.NET MVC
6 145 (34.77%) AngularJS
6 145 (34.77%) ASP.NET Web API
7 131 (31.41%) WCF
8 130 (31.18%) HTML
9 124 (29.74%) ASP.NET MVC 5
10 116 (27.82%) CSS
11 109 (26.14%) Web Services
12 97 (23.26%) .NET Framework
13 92 (22.06%) Entity Framework
14 75 (17.99%) Spring
15 73 (17.51%) Code First Entity Framework
16 67 (16.07%) Twitter Bootstrap
17 65 (15.59%) jQuery
18 62 (14.87%) HTML5
19 59 (14.15%) JSON
Miscellaneous
1 33 (7.91%) Computer Science
2 24 (5.76%) Algorithms
3 22 (5.28%) Data Structures
4 21 (5.04%) User Experience
5 17 (4.08%) Social Network
6 16 (3.84%) Mobile App
7 13 (3.12%) Enterprise Software
8 12 (2.88%) Blog
8 12 (2.88%) Digital Media
9 10 (2.40%) Greenfield Project
10 7 (1.68%) Replication
11 6 (1.44%) Wiki
12 4 (0.96%) Analytical Skills
12 4 (0.96%) Online Banking
13 3 (0.72%) N-Tier
13 3 (0.72%) Public Cloud
14 2 (0.48%) Contactless
14 2 (0.48%) Fintech
14 2 (0.48%) Grid Computing
14 2 (0.48%) NHS
Operating Systems
1 60 (14.39%) Linux
2 26 (6.24%) Windows
3 22 (5.28%) 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
1 250 (59.95%) Agile Software Development
2 207 (49.64%) MVC
3 203 (48.68%) TDD
4 165 (39.57%) BDD
5 136 (32.61%) OO
6 130 (31.18%) Web Application Development
7 109 (26.14%) Software Engineering
8 70 (16.79%) Continuous Integration
9 68 (16.31%) Scrum
10 58 (13.91%) Microservices
11 52 (12.47%) DevOps
12 46 (11.03%) Test Automation
13 44 (10.55%) Web Development
14 42 (10.07%) Mentoring
15 40 (9.59%) SDLC
16 38 (9.11%) SOA
17 31 (7.43%) Open Source
18 29 (6.95%) Coaching
19 28 (6.71%) E-Commerce
20 27 (6.47%) Kanban
Programming Languages
1 184 (44.12%) JavaScript
2 178 (42.69%) C#
2 178 (42.69%) Ruby
3 158 (37.89%) Java
4 142 (34.05%) SQL
5 71 (17.03%) PHP
6 64 (15.35%) Python
7 35 (8.39%) Scala
8 21 (5.04%) Groovy
9 20 (4.80%) Go
10 14 (3.36%) T-SQL
11 13 (3.12%) Bash Shell
11 13 (3.12%) TypeScript
12 12 (2.88%) C
13 8 (1.92%) C++
14 7 (1.68%) Erlang
14 7 (1.68%) F#
14 7 (1.68%) Haskell
14 7 (1.68%) R
15 6 (1.44%) VB.NET
Qualifications
1 66 (15.83%) Degree
2 28 (6.71%) Computer Science Degree
3 7 (1.68%) 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 (7.91%) 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 (13.19%) Docker
Systems Management
1 30 (7.19%) Puppet
2 22 (5.28%) Opscode Chef
3 21 (5.04%) Ansible
4 7 (1.68%) Capistrano
4 7 (1.68%) 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%) Oozie
7 1 (0.24%) Zipkin
Vendors
1 35 (8.39%) Oracle
2 26 (6.24%) Microsoft
3 21 (5.04%) Google
4 14 (3.36%) Xamarin
5 7 (1.68%) Percona
5 7 (1.68%) SaltStack
6 6 (1.44%) 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