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 30 March 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England / North West
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 106 119 170
Rank change year-on-year +13 +51  
Permanent jobs citing NoSQL 156 120 79
As % of all permanent IT jobs advertised in the North West 2.53% 2.08% 1.19%
As % of the Database & Business Intelligence category 7.37% 6.58% 3.47%
Number of salaries quoted 137 114 70
Median salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88%  
90% offered a salary of more than £32,000 £35,000 £37,500
10% offered a salary of more than £70,000 £70,000 £55,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year +4.39% +1.11%  

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 2117 1824 2276
As % of all permanent IT job vacancies advertised in the North West 34.40% 31.64% 34.43%
Number of salaries quoted 1806 1573 1932
Median salary £40,000 £41,000 £40,000
Median salary % change year-on-year -2.43% +2.50%  
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £60,000 £52,500 £54,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

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 30 March 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 30 March 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 -2 105 £52,500 +9.94% 22
Cheshire +12 29 £40,000 - 6
Merseyside -5 11 £32,500 -18.75% 1
Lancashire +2 10 £37,500 -11.76% 3
NoSQL
England

For the 6 months to 30 March 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.

1 230 (71.65%) Agile Software Development
2 155 (48.29%) Git (software)
3 152 (47.35%) Java
4 149 (46.42%) C#
5 148 (46.11%) SQL
6 142 (44.24%) SQL Server
7 141 (43.93%) OO
8 139 (43.30%) TDD
9 135 (42.06%) MVC
10 132 (41.12%) .NET
11 121 (37.69%) Node.js
12 106 (33.02%) ASP.NET
13 101 (31.46%) ASP.NET MVC
14 100 (31.15%) ASP.NET Web API
15 96 (29.91%) Continuous Integration
16 93 (28.97%) RESTful
17 92 (28.66%) BDD
18 88 (27.41%) ASP.NET MVC 5
19 87 (27.10%) JavaScript
20 82 (25.55%) Ruby
21 80 (24.92%) .NET Framework
22 78 (24.30%) WCF
23 77 (23.99%) Algorithms
24 76 (23.68%) Automated Testing
25 74 (23.05%) Web Application Development
26 71 (22.12%) Data Structures
27 69 (21.50%) Entity Framework
28 67 (20.87%) AngularJS
28 67 (20.87%) SQL Server 2014
29 64 (19.94%) Degree

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 30 (9.35%) Apache Spark
2 20 (6.23%) Elasticsearch
3 19 (5.92%) Tomcat
4 14 (4.36%) Apache Pig
5 9 (2.80%) JBoss
5 9 (2.80%) Jetty
5 9 (2.80%) WebLogic
6 8 (2.49%) Apache Solr
6 8 (2.49%) OpenStack
6 8 (2.49%) WebSphere
7 6 (1.87%) SAS
8 4 (1.25%) Alfresco
8 4 (1.25%) Oracle Workflow
9 3 (0.93%) IIS
9 3 (0.93%) nginx
10 2 (0.62%) CMS
11 1 (0.31%) SharePoint
Applications
1 16 (4.98%) MS Excel
2 4 (1.25%) S-PLUS
2 4 (1.25%) SPSS
2 4 (1.25%) Stata
Business Applications
1 4 (1.25%) Cognos Business Intelligence
2 3 (0.93%) SAP Oil and Gas
Cloud Services
1 49 (15.26%) Amazon AWS
2 28 (8.72%) Microsoft Azure
3 20 (6.23%) SaaS
4 8 (2.49%) Amazon EC2
5 6 (1.87%) Amazon S3
6 4 (1.25%) GitHub
7 3 (0.93%) Amazon ElastiCache
7 3 (0.93%) Sumo Logic
8 1 (0.31%) AWS Lambda
8 1 (0.31%) Cloud Computing
Communications & Networking
1 24 (7.48%) HTTP
2 17 (5.30%) Internet
3 7 (2.18%) DNS
4 6 (1.87%) Firewall
4 6 (1.87%) NAS
4 6 (1.87%) SAN
5 3 (0.93%) SSL
6 2 (0.62%) Bluetooth
6 2 (0.62%) RFID
Database & Business Intelligence
1 142 (44.24%) SQL Server
2 67 (20.87%) SQL Server 2014
3 63 (19.63%) MongoDB
4 54 (16.82%) Relational Database
5 42 (13.08%) MySQL
6 39 (12.15%) Big Data
7 37 (11.53%) Hadoop
8 36 (11.21%) RDBMS
9 22 (6.85%) PostgreSQL
10 21 (6.54%) Data Warehouse
11 14 (4.36%) Apache Cassandra
11 14 (4.36%) Apache Hive
11 14 (4.36%) HBase
12 13 (4.05%) Redis
13 12 (3.74%) SQL Server 2008
14 11 (3.43%) Couchbase
15 10 (3.12%) Impala
16 9 (2.80%) Riak
17 8 (2.49%) Amazon Redshift
18 7 (2.18%) CouchDB
Development Applications
1 155 (48.29%) Git (software)
2 61 (19.00%) Subversion
3 46 (14.33%) Mercurial
4 19 (5.92%) Jenkins
5 18 (5.61%) JIRA
6 17 (5.30%) Maven
7 12 (3.74%) Atlassian Bamboo
7 12 (3.74%) Eclipse
8 11 (3.43%) Team Foundation Server
9 8 (2.49%) AccuRev
9 8 (2.49%) JUnit
9 8 (2.49%) Selenium
10 6 (1.87%) Ant
10 6 (1.87%) Gradle
10 6 (1.87%) NetBeans
11 5 (1.56%) gulp
11 5 (1.56%) NUnit
12 4 (1.25%) Grunt
12 4 (1.25%) IntelliJ
12 4 (1.25%) SoapUI
General
1 17 (5.30%) Retail
2 12 (3.74%) Games
3 10 (3.12%) Banking
4 8 (2.49%) Finance
5 7 (2.18%) Marketing
6 5 (1.56%) Manufacturing
6 5 (1.56%) Music Industry
7 4 (1.25%) Advertising
7 4 (1.25%) Electronics
8 3 (0.93%) Telecoms
9 1 (0.31%) Back Office
9 1 (0.31%) Corporate Banking
9 1 (0.31%) Financial Institution
Job Titles
1 197 (61.37%) Developer
2 93 (28.97%) .NET Developer
3 61 (19.00%) Java Developer
4 50 (15.58%) Senior Developer
5 46 (14.33%) Software Engineer
6 35 (10.90%) Senior Java Developer
7 33 (10.28%) Senior Software Engineer
8 28 (8.72%) C# Developer
9 27 (8.41%) Architect
10 26 (8.10%) Java Engineer
10 26 (8.10%) Software Developer
11 25 (7.79%) .NET Software Developer
11 25 (7.79%) C# Architect
11 25 (7.79%) Java Architect
11 25 (7.79%) Java Technical Architect
11 25 (7.79%) PHP Architect
11 25 (7.79%) PHP Technical Architect
11 25 (7.79%) Technical Architect
12 24 (7.48%) Java Software Engineer
13 22 (6.85%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 132 (41.12%) .NET
2 121 (37.69%) Node.js
3 106 (33.02%) ASP.NET
4 101 (31.46%) ASP.NET MVC
5 100 (31.15%) ASP.NET Web API
6 93 (28.97%) RESTful
7 88 (27.41%) ASP.NET MVC 5
8 80 (24.92%) .NET Framework
9 78 (24.30%) WCF
10 69 (21.50%) Entity Framework
11 67 (20.87%) AngularJS
12 56 (17.45%) Code First Entity Framework
13 48 (14.95%) HTML
14 41 (12.77%) Web Services
15 39 (12.15%) CSS
16 37 (11.53%) jQuery
17 35 (10.90%) REST
18 33 (10.28%) Spring
19 27 (8.41%) Hibernate
20 23 (7.17%) KnockoutJS
Miscellaneous
1 77 (23.99%) Algorithms
2 71 (22.12%) Data Structures
3 35 (10.90%) Analytical Skills
3 35 (10.90%) Computer Science
4 17 (5.30%) Social Network
5 16 (4.98%) Enterprise Software
6 14 (4.36%) iPad
6 14 (4.36%) N-Tier
7 4 (1.25%) Clustering
7 4 (1.25%) User Experience
8 3 (0.93%) Public Cloud
9 2 (0.62%) Augmented Reality
9 2 (0.62%) Device Driver
9 2 (0.62%) Internet of Things
10 1 (0.31%) Management Information System
10 1 (0.31%) Online Games
10 1 (0.31%) Replication
10 1 (0.31%) Virtual Team
Operating Systems
1 10 (3.12%) Android
1 10 (3.12%) Apple iOS
1 10 (3.12%) Linux
2 6 (1.87%) Windows
3 3 (0.93%) Unix
3 3 (0.93%) Windows Server
Processes & Methodologies
1 230 (71.65%) Agile Software Development
2 141 (43.93%) OO
3 139 (43.30%) TDD
4 135 (42.06%) MVC
5 96 (29.91%) Continuous Integration
6 92 (28.66%) BDD
7 76 (23.68%) Automated Testing
8 74 (23.05%) Web Application Development
9 61 (19.00%) Scrum
9 61 (19.00%) Software Engineering
10 47 (14.64%) Kanban
11 41 (12.77%) Mentoring
12 34 (10.59%) RUP
13 28 (8.72%) Analytics
13 28 (8.72%) SDLC
13 28 (8.72%) SOA
14 26 (8.10%) Risk Management
15 25 (7.79%) OOA/OOD
15 25 (7.79%) Presales
16 22 (6.85%) Web Development
Programming Languages
1 152 (47.35%) Java
2 149 (46.42%) C#
3 148 (46.11%) SQL
4 87 (27.10%) JavaScript
5 82 (25.55%) Ruby
6 49 (15.26%) PHP
7 35 (10.90%) Python
8 20 (6.23%) TypeScript
9 15 (4.67%) Perl
9 15 (4.67%) R
10 13 (4.05%) Bash Shell
11 11 (3.43%) Go
12 9 (2.80%) PowerShell
13 8 (2.49%) C++
14 7 (2.18%) MATLAB
15 6 (1.87%) C
15 6 (1.87%) Haskell
15 6 (1.87%) Scala
16 4 (1.25%) ANSI SQL
16 4 (1.25%) VBA
Qualifications
1 64 (19.94%) Degree
2 10 (3.12%) PhD
3 1 (0.31%) Microsoft Certification
Quality Assurance & Compliance
1 6 (1.87%) ISO/IEC 27001
1 6 (1.87%) PCI DSS
2 3 (0.93%) QA
3 2 (0.62%) Data Quality
System Software
1 10 (3.12%) HDFS
2 6 (1.87%) Apache ZooKeeper
2 6 (1.87%) Docker
2 6 (1.87%) VMware ESX
2 6 (1.87%) VMware ESXi
3 1 (0.31%) zsh
Systems Management
1 11 (3.43%) Opscode Chef
2 8 (2.49%) Ansible
2 8 (2.49%) Kibana
2 8 (2.49%) logstash
2 8 (2.49%) Puppet
2 8 (2.49%) Salt
3 6 (1.87%) SCOM
Vendors
1 30 (9.35%) Oracle
2 19 (5.92%) Microsoft
3 7 (2.18%) Splunk
4 6 (1.87%) VMware
5 5 (1.56%) Cloudera
5 5 (1.56%) Cognos
5 5 (1.56%) SAP
6 4 (1.25%) Facebook
6 4 (1.25%) IBM
7 3 (0.93%) Xamarin
8 2 (0.62%) Atlassian
8 2 (0.62%) Hortonworks
8 2 (0.62%) RainStor
8 2 (0.62%) Red Hat
8 2 (0.62%) Tableau
8 2 (0.62%) Teradata
9 1 (0.31%) RedGate
9 1 (0.31%) Sybase
9 1 (0.31%) Talend
9 1 (0.31%) Zend
Manchester, Lancashire
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum plus annual bonus plus package
Posted: Yesterday
Manchester, Lancashire
Mortimer Spinks
Posted: 22 hours ago
Blackpool, Lancashire
Dawson & Walsh
Salary: £30000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Warrington, Cheshire
Dawson & Walsh
Salary: £30000 - £50000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 13 hours ago
Preston, Lancashire
Dawson & Walsh
Salary: £30000 - £35000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Burnley, Lancashire
Dawson & Walsh
Salary: £30000 - £45000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Altrincham, Cheshire
Dawson & Walsh
Salary: £30000 - £50000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Manchester, Lancashire
Senitor Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: Yesterday
Ellesmere Port, Merseyside
Rullion
Posted: Yesterday
Manchester, Lancashire
Strategic ICT Recruitment Solutions LTD
Posted: Yesterday
Manchester, Lancashire
Fruition IT Resources Limited
Salary: £30000 - £65000 per annum + Additional Benefits
Posted: Yesterday
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 30,000-45,000,
Posted: 2 days ago
Birkenhead, Merseyside
Dawson & Walsh
Salary: £25000 - £35000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £65,000 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
ISL
Salary: £30000 - £40000 per annum
Posted: 5 days ago
Manchester
ECOM
Salary: £40000 - £50000 per annum + benefits
Posted: 6 days ago
Wilmslow, Cheshire
Adria Solutions Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: 5 days ago
Wilmslow, Cheshire
McGregor Boyall
Salary: £35000.00 - £50000.00 per annum
Posted: 5 days ago
Manchester, Lancashire
Oxbridge Answers
Salary: 80000 + Bonus
Posted: 5 days ago
Manchester, Lancashire
Lorien Resourcing
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £34000 per annum + Benefits
Posted: 5 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 5 days ago
Wilmslow
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 15 days ago
Manchester
Adria Solutions Ltd
Salary: £40000 - £60000 per annum + Benefits + Bonus
Posted: 10 days ago
Manchester
People Source Consulting
Salary: £35000 - £55000 per annum
Posted: 17 days ago
Manchester, Lancashire
Avecto Limited
Posted: 26 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 24 days ago