Period
to 21 September 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 21 September 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > North West
6 months to
21 Sep 2017
Same period 2016 Same period 2015
Rank 104 128 192
Rank change year-on-year +24 +64 +50
Permanent jobs citing NoSQL 395 280 188
As % of all permanent IT jobs advertised in the North West 3.00% 2.35% 1.44%
As % of the Database & Business Intelligence category 8.79% 7.16% 4.07%
Number of salaries quoted 340 257 158
North West median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% -10.00%
10th Percentile £31,250 £32,500 £33,750
90th Percentile £72,500 £66,250 £65,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +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 4493 3909 4623
As % of all permanent IT jobs advertised in the North West 34.14% 32.80% 35.33%
Number of salaries quoted 3803 3369 3953
North West median annual salary £40,000 £40,000 £40,000
10th Percentile £27,500 £26,250 £26,250
90th Percentile £62,450 £57,500 £53,750
England median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +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 21 September 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 21 September 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 +4 254 £50,000 - 22
Cheshire +30 76 £40,000 -20.00% 10
Merseyside -1 33 £35,000 -12.50% 3
Lancashire +18 31 £32,500 -13.33% 3
NoSQL
England

For the 6 months to 21 September 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.

1 244 (61.77%) Agile Software Development
2 213 (53.92%) Git (software)
3 183 (46.33%) .NET
4 180 (45.57%) C#
5 169 (42.78%) MVC
6 165 (41.77%) Node.js
7 163 (41.27%) TDD
8 158 (40.00%) Java
9 157 (39.75%) SQL
10 153 (38.73%) JavaScript
11 149 (37.72%) SQL Server
12 140 (35.44%) ASP.NET
13 133 (33.67%) ASP.NET Web API
13 133 (33.67%) RESTful
14 130 (32.91%) Ruby
15 129 (32.66%) OO
16 127 (32.15%) ASP.NET MVC
16 127 (32.15%) AngularJS
17 126 (31.90%) BDD
18 112 (28.35%) HTML
19 107 (27.09%) Web Application Development
20 105 (26.58%) WCF
21 101 (25.57%) Software Engineering
22 100 (25.32%) CSS
23 98 (24.81%) ASP.NET MVC 5
24 87 (22.03%) .NET Framework
25 86 (21.77%) Continuous Integration
26 82 (20.76%) Web Services
27 80 (20.25%) Entity Framework
28 74 (18.73%) PHP

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 (4.81%) Elasticsearch
2 18 (4.56%) Apache Spark
3 12 (3.04%) Apache
4 10 (2.53%) Apache Pig
4 10 (2.53%) Apache Solr
4 10 (2.53%) Tomcat
5 7 (1.77%) CMS
5 7 (1.77%) nginx
6 6 (1.52%) WebSphere
7 5 (1.27%) OpenStack
8 4 (1.01%) Confluence
9 3 (0.76%) IIS
9 3 (0.76%) JBoss
9 3 (0.76%) SAS
10 2 (0.51%) BizTalk Server
10 2 (0.51%) Jetty
10 2 (0.51%) Oracle SOA Suite
10 2 (0.51%) Tornado
10 2 (0.51%) WebLogic
11 1 (0.25%) NServiceBus
Applications
1 3 (0.76%) S-PLUS
1 3 (0.76%) SPSS
1 3 (0.76%) Stata
Cloud Services
1 65 (16.46%) Amazon AWS
2 28 (7.09%) Microsoft Azure
3 16 (4.05%) Amazon EC2
3 16 (4.05%) GitHub
4 14 (3.54%) Amazon SQS
5 12 (3.04%) Amazon S3
5 12 (3.04%) AWS Lambda
6 11 (2.78%) Google Cloud Platform
7 7 (1.77%) Amazon ElastiCache
7 7 (1.77%) Google App Engine
8 4 (1.01%) SaaS
9 2 (0.51%) AWS CloudFormation
10 1 (0.25%) Cloud Computing
Communications & Networking
1 39 (9.87%) HTTP
2 27 (6.84%) Internet
3 6 (1.52%) SSL
4 4 (1.01%) AMQP
5 2 (0.51%) FTP
6 1 (0.25%) DNS
6 1 (0.25%) Ethernet
6 1 (0.25%) Firewall
6 1 (0.25%) Intrusion Detection
6 1 (0.25%) VoIP
6 1 (0.25%) Wireless
Database & Business Intelligence
1 149 (37.72%) SQL Server
2 72 (18.23%) SQL Server 2016
3 59 (14.94%) MongoDB
4 52 (13.16%) MySQL
5 50 (12.66%) Relational Database
6 31 (7.85%) Big Data
7 28 (7.09%) SQL Server 2014
8 27 (6.84%) PostgreSQL
9 25 (6.33%) Hadoop
10 24 (6.08%) Amazon DynamoDB
10 24 (6.08%) CouchDB
10 24 (6.08%) Redis
11 23 (5.82%) Data Warehouse
12 22 (5.57%) Apache Cassandra
13 19 (4.81%) RDBMS
14 14 (3.54%) SQL Server 2008
15 13 (3.29%) SQL Server 2005
16 12 (3.04%) Amazon RDS
17 11 (2.78%) SQL Server 2012
18 9 (2.28%) Riak
Development Applications
1 213 (53.92%) Git (software)
2 51 (12.91%) Subversion
3 36 (9.11%) Jenkins
4 32 (8.10%) Mercurial
5 22 (5.57%) JIRA
6 20 (5.06%) Maven
7 19 (4.81%) PHPUnit
8 16 (4.05%) Visual Studio
9 15 (3.80%) Selenium
9 15 (3.80%) Vagrant
10 11 (2.78%) Eclipse
11 10 (2.53%) Team Foundation Server
12 9 (2.28%) Cucumber
12 9 (2.28%) Gradle
13 7 (1.77%) Bitbucket
13 7 (1.77%) Codeception
13 7 (1.77%) Xdebug
14 6 (1.52%) AccuRev
15 4 (1.01%) FitNesse
15 4 (1.01%) Talend Open Studio
General
1 34 (8.61%) Games
2 32 (8.10%) Finance
3 16 (4.05%) Retail
4 10 (2.53%) Advertising
4 10 (2.53%) Music Industry
5 7 (1.77%) Publishing
6 5 (1.27%) Banking
7 3 (0.76%) Electronics
7 3 (0.76%) Manufacturing
8 2 (0.51%) Automotive
8 2 (0.51%) Marketing
8 2 (0.51%) Pharmaceutical
8 2 (0.51%) Telecoms
9 1 (0.25%) Back Office
Job Titles
1 241 (61.01%) Developer
2 105 (26.58%) .NET Developer
3 65 (16.46%) Software Engineer
4 57 (14.43%) Java Developer
5 44 (11.14%) Software Developer
6 41 (10.38%) Senior Software Engineer
7 34 (8.61%) Senior Developer
8 31 (7.85%) .NET Software Developer
9 30 (7.59%) Java Engineer
9 30 (7.59%) PHP Developer
10 28 (7.09%) C# Developer
11 26 (6.58%) Java Software Engineer
12 24 (6.08%) Architect
12 24 (6.08%) Senior Java Engineer
13 23 (5.82%) C# .NET Developer
14 21 (5.32%) ASP.NET Developer
15 20 (5.06%) C# Software Engineer
15 20 (5.06%) Java Software Developer
15 20 (5.06%) Linux Engineer
15 20 (5.06%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 183 (46.33%) .NET
2 165 (41.77%) Node.js
3 140 (35.44%) ASP.NET
4 133 (33.67%) ASP.NET Web API
4 133 (33.67%) RESTful
5 127 (32.15%) AngularJS
5 127 (32.15%) ASP.NET MVC
6 112 (28.35%) HTML
7 105 (26.58%) WCF
8 100 (25.32%) CSS
9 98 (24.81%) ASP.NET MVC 5
10 87 (22.03%) .NET Framework
11 82 (20.76%) Web Services
12 80 (20.25%) Entity Framework
13 60 (15.19%) jQuery
14 58 (14.68%) HTML5
14 58 (14.68%) Twitter Bootstrap
15 54 (13.67%) Code First Entity Framework
16 43 (10.89%) JSON
17 42 (10.63%) KnockoutJS
Miscellaneous
1 44 (11.14%) Computer Science
2 40 (10.13%) Algorithms
2 40 (10.13%) Data Structures
3 24 (6.08%) User Experience
4 19 (4.81%) Enterprise Software
5 16 (4.05%) Blog
5 16 (4.05%) Digital Media
5 16 (4.05%) Mobile App
6 13 (3.29%) Analytical Skills
7 8 (2.03%) Greenfield Project
7 8 (2.03%) Replication
8 7 (1.77%) N-Tier
9 6 (1.52%) iPad
10 5 (1.27%) Social Network
11 4 (1.01%) Online Banking
12 3 (0.76%) Public Cloud
12 3 (0.76%) Wiki
13 2 (0.51%) Contactless
13 2 (0.51%) Life Science
13 2 (0.51%) Social Media
Operating Systems
1 50 (12.66%) Linux
2 24 (6.08%) Windows
3 17 (4.30%) Unix
4 5 (1.27%) Android
4 5 (1.27%) Apple iOS
4 5 (1.27%) Windows Server
4 5 (1.27%) Windows Server 2012
5 2 (0.51%) Windows 10
5 2 (0.51%) Windows 7
6 1 (0.25%) CentOS
6 1 (0.25%) Debian
6 1 (0.25%) Mac OS X
6 1 (0.25%) Ubuntu
Processes & Methodologies
1 244 (61.77%) Agile Software Development
2 169 (42.78%) MVC
3 163 (41.27%) TDD
4 129 (32.66%) OO
5 126 (31.90%) BDD
6 107 (27.09%) Web Application Development
7 101 (25.57%) Software Engineering
8 86 (21.77%) Continuous Integration
9 64 (16.20%) Scrum
10 56 (14.18%) Test Automation
11 51 (12.91%) Microservices
12 43 (10.89%) Kanban
13 40 (10.13%) DevOps
13 40 (10.13%) Open Source
14 39 (9.87%) SOA
15 29 (7.34%) Mentoring
16 28 (7.09%) Web Development
17 26 (6.58%) Analytics
18 21 (5.32%) SDLC
19 19 (4.81%) Data Analytics
Programming Languages
1 180 (45.57%) C#
2 158 (40.00%) Java
3 157 (39.75%) SQL
4 153 (38.73%) JavaScript
5 130 (32.91%) Ruby
6 74 (18.73%) PHP
7 40 (10.13%) Python
8 29 (7.34%) TypeScript
9 25 (6.33%) C
10 22 (5.57%) C++
11 15 (3.80%) Bash Shell
12 10 (2.53%) Scala
12 10 (2.53%) T-SQL
13 9 (2.28%) Go
14 6 (1.52%) Groovy
15 5 (1.27%) Perl
16 4 (1.01%) Erlang
16 4 (1.01%) MATLAB
16 4 (1.01%) Objective-C
16 4 (1.01%) PHP 5
Qualifications
1 72 (18.23%) Degree
2 21 (5.32%) Computer Science Degree
3 5 (1.27%) PhD
4 3 (0.76%) ITIL Certification
4 3 (0.76%) Master's Degree
5 2 (0.51%) ISEB
5 2 (0.51%) ISTQB
6 1 (0.25%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 25 (6.33%) QA
2 3 (0.76%) Data Quality
3 2 (0.51%) ISO 9001
4 1 (0.25%) Cyber Essentials
4 1 (0.25%) ISO/IEC 27001
4 1 (0.25%) TickIT
4 1 (0.25%) Web Application Security Consortium
System Software
1 48 (12.15%) Docker
2 5 (1.27%) HDFS
3 1 (0.25%) NFS
Systems Management
1 26 (6.58%) Puppet
2 19 (4.81%) Opscode Chef
3 17 (4.30%) Ansible
4 7 (1.77%) Capistrano
4 7 (1.77%) Kubernetes
5 3 (0.76%) Kibana
6 2 (0.51%) Cobbler
6 2 (0.51%) Graphite
6 2 (0.51%) logstash
6 2 (0.51%) Perfmon
7 1 (0.25%) Consul
7 1 (0.25%) Zipkin
Vendors
1 34 (8.61%) Microsoft
2 22 (5.57%) Oracle
3 13 (3.29%) Google
3 13 (3.29%) Xamarin
4 11 (2.78%) Cognos
5 10 (2.53%) Facebook
6 9 (2.28%) Cloudera
7 7 (1.77%) Percona
8 5 (1.27%) SAP
9 4 (1.01%) Apigee
9 4 (1.01%) Apple
9 4 (1.01%) SaltStack
9 4 (1.01%) Tableau
9 4 (1.01%) Talend
9 4 (1.01%) Zend
10 3 (0.76%) Hortonworks
10 3 (0.76%) Splunk
11 2 (0.51%) IBM
11 2 (0.51%) Rackspace
11 2 (0.51%) Salesforce.com