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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England / North West
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 108 128 182
Rank change year-on-year +20 +54  
Permanent jobs citing NoSQL 189 107 69
As % of all permanent IT jobs advertised in the North West 2.80% 1.93% 1.08%
As % of the Database & Business Intelligence category 8.03% 6.10% 3.02%
Number of salaries quoted 169 97 63
Median salary £47,500 £43,500 £45,000
Median salary % change year-on-year +9.19% -3.33%  
90% offered a salary of more than £32,500 £32,500 £37,500
10% offered a salary of more than £70,000 £62,500 £69,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year - +5.55%  

NoSQL is in the database and business intelligence skills category. The next 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 and business intelligence skills.

Database & Business Intelligence Skills
North West
Permanent job vacancies with a requirement for database and business intelligence skills 2355 1755 2282
As % of all permanent IT job vacancies advertised in the North West 34.86% 31.67% 35.77%
Number of salaries quoted 2013 1520 1946
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £29,000 £28,625
10% offered a salary of more than £60,000 £52,500 £53,600
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

NoSQL
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing NoSQL as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 25 June 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 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +16 119 £52,500 +5.00% 18
Cheshire 0 36 £40,000 -5.88% 4
Merseyside -8 18 £35,000 -12.50% 2
Lancashire +17 16 £32,500 -13.33% 4
NoSQL
England

For the 6 months to 25 June 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.

1 249 (72.38%) Agile Software Development
2 180 (52.33%) Git (software)
3 171 (49.71%) C#
4 166 (48.26%) .NET
5 160 (46.51%) Java
6 149 (43.31%) SQL
6 149 (43.31%) MVC
7 146 (42.44%) TDD
8 135 (39.24%) SQL Server
9 133 (38.66%) OO
10 131 (38.08%) Node.js
11 129 (37.50%) ASP.NET
12 125 (36.34%) ASP.NET Web API
13 122 (35.47%) ASP.NET MVC
14 100 (29.07%) Continuous Integration
15 99 (28.78%) BDD
16 97 (28.20%) JavaScript
17 96 (27.91%) Ruby
18 90 (26.16%) ASP.NET MVC 5
19 89 (25.87%) RESTful
20 84 (24.42%) WCF
20 84 (24.42%) Web Application Development
21 79 (22.97%) .NET Framework
22 77 (22.38%) AngularJS
22 77 (22.38%) Test Automation
23 71 (20.64%) Entity Framework
23 71 (20.64%) HTML
24 69 (20.06%) Algorithms
25 67 (19.48%) Software Engineering
26 65 (18.90%) Web Services

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 25 (7.27%) Apache Spark
2 16 (4.65%) Apache Pig
3 9 (2.62%) Apache
4 7 (2.03%) OpenStack
4 7 (2.03%) Tomcat
5 6 (1.74%) Apache Solr
5 6 (1.74%) Elasticsearch
6 5 (1.45%) SAS
7 4 (1.16%) Alfresco
7 4 (1.16%) IIS
7 4 (1.16%) JBoss
7 4 (1.16%) Jetty
7 4 (1.16%) nginx
7 4 (1.16%) Oracle Workflow
7 4 (1.16%) WebLogic
8 3 (0.87%) Confluence
8 3 (0.87%) Mongoose
8 3 (0.87%) WebSphere
9 2 (0.58%) BizTalk Server
9 2 (0.58%) Oracle SOA Suite
Applications
1 5 (1.45%) Microsoft Excel
2 3 (0.87%) S-PLUS
2 3 (0.87%) SPSS
2 3 (0.87%) Stata
Business Applications
1 5 (1.45%) SAP Oil and Gas
2 4 (1.16%) Cognos Business Intelligence
Cloud Services
1 51 (14.83%) Amazon AWS
2 35 (10.17%) Microsoft Azure
3 11 (3.20%) SaaS
4 8 (2.33%) GitHub
5 6 (1.74%) AWS Lambda
6 5 (1.45%) Amazon EC2
6 5 (1.45%) Amazon S3
6 5 (1.45%) Amazon SQS
7 3 (0.87%) Amazon ElastiCache
7 3 (0.87%) Sumo Logic
8 1 (0.29%) Cloud Computing
8 1 (0.29%) Google Cloud Platform
Communications & Networking
1 36 (10.47%) HTTP
2 16 (4.65%) Internet
3 3 (0.87%) SSL
4 2 (0.58%) FTP
5 1 (0.29%) AMQP
5 1 (0.29%) Bluetooth
5 1 (0.29%) DNS
5 1 (0.29%) Ethernet
5 1 (0.29%) Firewall
5 1 (0.29%) Intrusion Detection
5 1 (0.29%) RFID
5 1 (0.29%) VoIP
5 1 (0.29%) Wireless
Database & Business Intelligence
1 135 (39.24%) SQL Server
2 50 (14.53%) Relational Database
3 47 (13.66%) MongoDB
4 46 (13.37%) SQL Server 2014
5 40 (11.63%) MySQL
6 34 (9.88%) SQL Server 2016
7 30 (8.72%) Big Data
7 30 (8.72%) Hadoop
8 29 (8.43%) PostgreSQL
9 26 (7.56%) RDBMS
10 22 (6.40%) Data Warehouse
11 19 (5.52%) CouchDB
12 16 (4.65%) Apache Hive
12 16 (4.65%) HBase
13 14 (4.07%) Apache Cassandra
14 13 (3.78%) Impala
14 13 (3.78%) SQL Server 2008
15 12 (3.49%) Redis
16 11 (3.20%) Amazon DynamoDB
16 11 (3.20%) SQL Server 2005
Development Applications
1 180 (52.33%) Git (software)
2 60 (17.44%) Subversion
3 44 (12.79%) Mercurial
4 16 (4.65%) JIRA
5 15 (4.36%) Visual Studio
6 12 (3.49%) Selenium
7 10 (2.91%) Maven
7 10 (2.91%) Team Foundation Server
8 8 (2.33%) Cucumber
8 8 (2.33%) Jenkins
9 6 (1.74%) Sonatype Nexus
10 5 (1.45%) AccuRev
10 5 (1.45%) PHPUnit
10 5 (1.45%) Talend Open Studio
11 4 (1.16%) Gradle
11 4 (1.16%) NUnit
11 4 (1.16%) SoapUI
11 4 (1.16%) Vagrant
12 3 (0.87%) Artifactory
12 3 (0.87%) SonarQube
General
1 25 (7.27%) Finance
2 23 (6.69%) Games
3 11 (3.20%) Retail
4 10 (2.91%) Advertising
5 8 (2.33%) Banking
6 7 (2.03%) Manufacturing
6 7 (2.03%) Publishing
7 6 (1.74%) Electronics
8 5 (1.45%) Marketing
8 5 (1.45%) Telecoms
9 1 (0.29%) Back Office
9 1 (0.29%) Pharmaceutical
Job Titles
1 200 (58.14%) Developer
2 101 (29.36%) .NET Developer
3 57 (16.57%) Software Engineer
4 46 (13.37%) Java Developer
5 42 (12.21%) Senior Software Engineer
6 40 (11.63%) Senior Developer
7 38 (11.05%) .NET Software Developer
8 36 (10.47%) C# Developer
9 34 (9.88%) Software Developer
10 31 (9.01%) Architect
11 30 (8.72%) C# .NET Developer
12 29 (8.43%) Java Engineer
13 27 (7.85%) Java Software Engineer
13 27 (7.85%) Senior Java Developer
14 26 (7.56%) ASP.NET Developer
15 24 (6.98%) ASP.NET MVC Developer
16 23 (6.69%) Senior Java Engineer
17 22 (6.40%) C# ASP.NET Developer
17 22 (6.40%) Senior Java Software Engineer
18 21 (6.10%) Java Architect
Libraries, Frameworks & Software Standards
1 166 (48.26%) .NET
2 131 (38.08%) Node.js
3 129 (37.50%) ASP.NET
4 125 (36.34%) ASP.NET Web API
5 122 (35.47%) ASP.NET MVC
6 90 (26.16%) ASP.NET MVC 5
7 89 (25.87%) RESTful
8 84 (24.42%) WCF
9 79 (22.97%) .NET Framework
10 77 (22.38%) AngularJS
11 71 (20.64%) Entity Framework
11 71 (20.64%) HTML
12 65 (18.90%) Web Services
13 60 (17.44%) CSS
14 44 (12.79%) Code First Entity Framework
15 42 (12.21%) REST
16 40 (11.63%) jQuery
17 28 (8.14%) Twitter Bootstrap
18 27 (7.85%) XML
19 23 (6.69%) HTML5
Miscellaneous
1 69 (20.06%) Algorithms
2 65 (18.90%) Data Structures
3 41 (11.92%) Computer Science
4 28 (8.14%) Analytical Skills
5 23 (6.69%) Enterprise Software
6 18 (5.23%) N-Tier
7 14 (4.07%) User Experience
8 13 (3.78%) iPad
9 8 (2.33%) Blog
9 8 (2.33%) Digital Media
10 7 (2.03%) Social Network
11 5 (1.45%) Mobile App
12 4 (1.16%) Clustering
12 4 (1.16%) Greenfield Project
12 4 (1.16%) Online Banking
13 3 (0.87%) Public Cloud
14 2 (0.58%) Contactless
14 2 (0.58%) Management Information System
14 2 (0.58%) Replication
15 1 (0.29%) Device Driver
Operating Systems
1 24 (6.98%) Linux
2 17 (4.94%) Windows
3 7 (2.03%) Android
3 7 (2.03%) Apple iOS
3 7 (2.03%) Windows Server
4 4 (1.16%) Unix
4 4 (1.16%) Windows Server 2012
5 2 (0.58%) Windows 10
5 2 (0.58%) Windows 7
6 1 (0.29%) CentOS
6 1 (0.29%) Debian
6 1 (0.29%) Mac OS X
6 1 (0.29%) Ubuntu
Processes & Methodologies
1 249 (72.38%) Agile Software Development
2 149 (43.31%) MVC
3 146 (42.44%) TDD
4 133 (38.66%) OO
5 100 (29.07%) Continuous Integration
6 99 (28.78%) BDD
7 84 (24.42%) Web Application Development
8 77 (22.38%) Test Automation
9 67 (19.48%) Software Engineering
10 61 (17.73%) Scrum
11 51 (14.83%) Kanban
12 47 (13.66%) SOA
13 40 (11.63%) Mentoring
14 32 (9.30%) Open Source
15 30 (8.72%) Analytics
16 28 (8.14%) Presales
17 27 (7.85%) RUP
18 25 (7.27%) DevOps
19 23 (6.69%) ETL
19 23 (6.69%) Risk Management
Programming Languages
1 171 (49.71%) C#
2 160 (46.51%) Java
3 149 (43.31%) SQL
4 97 (28.20%) JavaScript
5 96 (27.91%) Ruby
6 55 (15.99%) PHP
7 31 (9.01%) TypeScript
8 30 (8.72%) Python
9 25 (7.27%) C++
10 22 (6.40%) C
11 11 (3.20%) Bash Shell
11 11 (3.20%) R
12 9 (2.62%) Perl
13 8 (2.33%) Scala
14 7 (2.03%) Go
15 6 (1.74%) T-SQL
16 4 (1.16%) Apple Swift
16 4 (1.16%) MATLAB
16 4 (1.16%) Objective-C
16 4 (1.16%) VBA
Qualifications
1 64 (18.60%) Degree
2 7 (2.03%) PhD
3 5 (1.45%) Computer Science Degree
4 2 (0.58%) ISEB
4 2 (0.58%) ISTQB
5 1 (0.29%) ISTQB Foundation Certification
5 1 (0.29%) Numerate Degree
Quality Assurance & Compliance
1 6 (1.74%) QA
2 3 (0.87%) Data Quality
3 1 (0.29%) Cyber Essentials
3 1 (0.29%) ISO/IEC 27001
System Software
1 13 (3.78%) HDFS
2 12 (3.49%) Docker
3 1 (0.29%) NFS
3 1 (0.29%) zsh
Systems Management
1 11 (3.20%) Opscode Chef
2 8 (2.33%) Puppet
3 5 (1.45%) Ansible
3 5 (1.45%) Kibana
3 5 (1.45%) logstash
4 3 (0.87%) Salt
5 2 (0.58%) Graphite
Vendors
1 28 (8.14%) Microsoft
2 18 (5.23%) Oracle
3 11 (3.20%) Cognos
4 10 (2.91%) Facebook
5 9 (2.62%) SAP
6 8 (2.33%) Cloudera
7 6 (1.74%) Splunk
7 6 (1.74%) Xamarin
8 5 (1.45%) Talend
9 4 (1.16%) IBM
9 4 (1.16%) Zend
10 3 (0.87%) Tableau
11 2 (0.58%) Apple
11 2 (0.58%) Progress
11 2 (0.58%) Red Hat
11 2 (0.58%) Salesforce.com
12 1 (0.29%) Google
12 1 (0.29%) RedGate
12 1 (0.29%) Sybase
12 1 (0.29%) Teradata
Manchester, Lancashire
Oscar
Salary: £30000 - £50000 per annum
Posted: 4 days ago
Manchester, Lancashire
X4 Group
Salary: £24k - 40k per year
Posted: 2 days ago
Blackpool, Lancashire
Dawson & Walsh
Salary: £30000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 6 days ago
Warrington, Cheshire
Dawson & Walsh
Salary: £30000 - £50000 per annum + Bonus + Pension + Benefits
Posted: 6 days ago
Preston, Lancashire
Dawson & Walsh
Salary: £30000 - £35000 per annum + Bonus + Pension + Benefits
Posted: 6 days ago
Manchester, Lancashire
Candour Solutions
Salary: Outstanding + Bens
Posted: 2 days ago
Burnley, Lancashire
Dawson & Walsh
Salary: £30000 - £45000 per annum + Bonus + Pension + Benefits
Posted: 6 days ago
Liverpool, Merseyside
Dawson & Walsh
Salary: £30000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 6 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 3 days ago
Southport, Merseyside
Oscar
Salary: £50000 - £55000 per annum + competitive benefits
Posted: 4 days ago
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 2 days ago
Manchester, Lancashire
Oscar
Salary: £25000 - £35000 per annum + Competitive Benefits
Posted: 5 days ago
Bolton, Lancashire
Dawson & Walsh
Salary: £70000 - £80000 per annum + Bonus + Pension + Benefits
Posted: 6 days ago
Manchester, Lancashire
Austin Fraser
Salary: £30000 - £60000 per annum + Excellent benefits
Posted: 5 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 45,000 - 60,000 + Bens
Posted: 6 days ago
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £70,000 per annum
Posted: 4 days ago
Manchester, Lancashire
Austin Fraser
Salary: £30000 - £45000 per annum + Excellent benefits
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 5 days ago
Manchester
ECOM
Salary: £40000 - £50000 per annum + benefits
Posted: 18 days ago
Manchester
Recruitment Genius Ltd
Salary: £25000 - £32000 per annum
Posted: 12 days ago
Manchester, Lancashire
GCHQ
Salary: Competitive
Posted: 19 days ago
Wilmslow
Adria Solutions Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: 19 days ago
Lancaster
Computer Futures
Salary: competitive
Posted: 24 days ago
Manchester
CPS Group Limited
Salary: £40000 per annum
Posted: 26 days ago
Warrington, Cheshire
Oscar
Salary: £24000 - £30000 per annum
Posted: 5 days ago
Manchester
Recruitment Genius Ltd
Salary: £25000 - £32000 per annum
Posted: 26 days ago
Manchester
CPS Group Limited
Posted: 24 days ago
Manchester, Lancashire
Redrock Consulting Ltd
Salary: £30000 - £50000 per annum + Benefits + Bonus
Posted: 5 days ago