Period
to 25 June 2018

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 25 June 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > North West
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 109 119 144
Rank change year-on-year +10 +25 +90
Permanent jobs citing NoSQL 363 344 228
As % of all permanent IT jobs advertised in the North West 2.93% 2.67% 2.03%
As % of the Database & Business Intelligence category 8.66% 7.69% 6.40%
Number of salaries quoted 324 306 215
North West median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +5.88%
10th Percentile £32,500 £31,250 £32,500
90th Percentile £72,500 £75,000 £75,000
England median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% -

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 4,192 4,475 3,562
As % of all permanent IT jobs advertised in the North West 33.80% 34.68% 31.72%
Number of salaries quoted 3,577 3,813 3,082
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £47,500 £47,500
% 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 25 June 2018.

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 25 June 2018. 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 +8 217 £50,000 -4.76% 46
Cheshire +4 94 £42,500 +6.25% 7
Merseyside +10 27 £47,500 +35.71% 2
Lancashire 0 25 £35,000 +7.69% 6
NoSQL
England

For the 6 months to 25 June 2018, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for NoSQL.

1 225 (61.98%) Agile Software Development
2 161 (44.35%) Git (software)
3 158 (43.53%) MVC
4 157 (43.25%) TDD
5 146 (40.22%) C#
5 146 (40.22%) .NET
5 146 (40.22%) RESTful
6 145 (39.94%) SQL Server
7 141 (38.84%) Java
8 138 (38.02%) JavaScript
9 131 (36.09%) SQL
10 130 (35.81%) Ruby
11 125 (34.44%) ASP.NET
12 124 (34.16%) Node.js
13 121 (33.33%) ASP.NET MVC
14 119 (32.78%) ASP.NET Web API
15 114 (31.40%) Web Application Development
16 113 (31.13%) BDD
17 102 (28.10%) WCF
18 97 (26.72%) ASP.NET MVC 5
19 95 (26.17%) HTML
19 95 (26.17%) OO
20 92 (25.34%) AngularJS
21 88 (24.24%) CSS
22 86 (23.69%) SQL Server 2016
23 79 (21.76%) Continuous Integration
24 76 (20.94%) .NET Framework
25 74 (20.39%) MongoDB
25 74 (20.39%) Entity Framework
26 69 (19.01%) 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 23 (6.34%) Elasticsearch
2 20 (5.51%) Apache Spark
3 14 (3.86%) Apache
4 12 (3.31%) Tomcat
5 9 (2.48%) nginx
6 8 (2.20%) Cloud Foundry
6 8 (2.20%) JBoss
6 8 (2.20%) WebSphere
7 6 (1.65%) BizTalk Server
7 6 (1.65%) CMS
7 6 (1.65%) Confluence
8 5 (1.38%) Apache Pig
8 5 (1.38%) Jetty
8 5 (1.38%) WebLogic
9 3 (0.83%) Adobe Experience Manager
10 2 (0.55%) Apache Solr
10 2 (0.55%) Drupal
10 2 (0.55%) WordPress
11 1 (0.28%) SAS
11 1 (0.28%) SharePoint
Applications
1 2 (0.55%) Microsoft Excel
2 1 (0.28%) Adobe Creative Suite
2 1 (0.28%) Photoshop
Business Applications
1 5 (1.38%) Magento
Cloud Services
1 61 (16.80%) Amazon AWS
2 35 (9.64%) Microsoft Azure
3 20 (5.51%) Cloud Computing
4 17 (4.68%) Amazon ElastiCache
5 16 (4.41%) SaaS
6 13 (3.58%) Google Cloud Platform
7 12 (3.31%) GitHub
8 6 (1.65%) Azure Data Factory
8 6 (1.65%) IaaS
8 6 (1.65%) PaaS
9 5 (1.38%) AWS CloudFormation
9 5 (1.38%) npm
10 4 (1.10%) Google App Engine
10 4 (1.10%) Serverless
11 3 (0.83%) OpenShift
12 2 (0.55%) Amazon EC2
12 2 (0.55%) Amazon SQS
12 2 (0.55%) Office 365
13 1 (0.28%) Amazon S3
13 1 (0.28%) G Suite
Communications & Networking
1 30 (8.26%) HTTP
2 12 (3.31%) Internet
3 8 (2.20%) SSL
3 8 (2.20%) TCP/IP
4 5 (1.38%) DNS
5 1 (0.28%) AMQP
5 1 (0.28%) Ethernet
5 1 (0.28%) Firewall
5 1 (0.28%) Intrusion Detection
5 1 (0.28%) Skype
5 1 (0.28%) VoIP
5 1 (0.28%) Wireless
Database & Business Intelligence
1 145 (39.94%) SQL Server
2 86 (23.69%) SQL Server 2016
3 74 (20.39%) MongoDB
4 64 (17.63%) MySQL
5 35 (9.64%) Big Data
5 35 (9.64%) PostgreSQL
6 28 (7.71%) Data Warehouse
6 28 (7.71%) Relational Database
7 26 (7.16%) Redis
8 25 (6.89%) Hadoop
9 17 (4.68%) Amazon DynamoDB
10 16 (4.41%) RDBMS
11 15 (4.13%) SQL Server 2014
12 14 (3.86%) Neo4j
13 11 (3.03%) Apache Cassandra
14 10 (2.75%) MariaDB
15 7 (1.93%) SQL Server Integration Services
16 6 (1.65%) Azure SQL Database
16 6 (1.65%) SQL Server 2008
16 6 (1.65%) SQL Server 2012
Development Applications
1 161 (44.35%) Git (software)
2 22 (6.06%) Subversion
3 19 (5.23%) Jenkins
4 18 (4.96%) Mercurial
5 10 (2.75%) Selenium
6 7 (1.93%) JIRA
7 6 (1.65%) Cucumber
8 4 (1.10%) Codeception
8 4 (1.10%) Eclipse
8 4 (1.10%) Jasmine
8 4 (1.10%) Maven
8 4 (1.10%) Mocha
8 4 (1.10%) NUnit
8 4 (1.10%) SonarQube
9 3 (0.83%) Geb
9 3 (0.83%) gulp
9 3 (0.83%) JMeter
9 3 (0.83%) Octopus Deploy
9 3 (0.83%) Team Foundation Server
9 3 (0.83%) Visual Studio
General
1 23 (6.34%) Finance
1 23 (6.34%) Games
2 17 (4.68%) Advertising
2 17 (4.68%) Retail
3 16 (4.41%) Music Industry
4 6 (1.65%) Banking
5 4 (1.10%) Manufacturing
6 3 (0.83%) Law
6 3 (0.83%) Marketing
7 2 (0.55%) Investment Banking
8 1 (0.28%) Automotive
8 1 (0.28%) Back Office
8 1 (0.28%) Electronics
Job Titles
1 219 (60.33%) Developer
2 125 (34.44%) .NET Developer
3 58 (15.98%) Architect
4 40 (11.02%) Java Developer
5 25 (6.89%) Software Engineer
6 21 (5.79%) Full Stack Developer
6 21 (5.79%) Senior Developer
6 21 (5.79%) Senior Software Engineer
7 19 (5.23%) Java Architect
7 19 (5.23%) Technical Architect
8 18 (4.96%) DBA
8 18 (4.96%) Java Engineer
8 18 (4.96%) Java Software Engineer
9 17 (4.68%) Solutions Architect
10 16 (4.41%) .NET Software Developer
10 16 (4.41%) Senior Architect
10 16 (4.41%) Senior Java Engineer
10 16 (4.41%) Senior Java Software Engineer
11 15 (4.13%) Java Technical Architect
11 15 (4.13%) PHP Architect
Libraries, Frameworks & Software Standards
1 146 (40.22%) .NET
1 146 (40.22%) RESTful
2 125 (34.44%) ASP.NET
3 124 (34.16%) Node.js
4 121 (33.33%) ASP.NET MVC
5 119 (32.78%) ASP.NET Web API
6 102 (28.10%) WCF
7 97 (26.72%) ASP.NET MVC 5
8 95 (26.17%) HTML
9 92 (25.34%) AngularJS
10 88 (24.24%) CSS
11 76 (20.94%) .NET Framework
12 74 (20.39%) Entity Framework
13 69 (19.01%) Code First Entity Framework
14 65 (17.91%) Web Services
15 50 (13.77%) React
16 45 (12.40%) Spring
17 39 (10.74%) HTML5
18 32 (8.82%) REST
19 31 (8.54%) Spring Boot
Miscellaneous
1 39 (10.74%) Computer Science
2 30 (8.26%) Algorithms
3 25 (6.89%) Enterprise Software
4 23 (6.34%) Data Structures
5 15 (4.13%) Social Network
6 14 (3.86%) Analytical Skills
7 13 (3.58%) Greenfield Project
8 11 (3.03%) Distributed Denial-of-Service
9 9 (2.48%) User Experience
10 7 (1.93%) Internet of Things
10 7 (1.93%) Replication
11 5 (1.38%) Clustering
11 5 (1.38%) Fintech
11 5 (1.38%) Tandem
12 4 (1.10%) Life Science
13 3 (0.83%) Self-Motivation
13 3 (0.83%) Virtual Team
14 2 (0.55%) Management Information System
14 2 (0.55%) N-Tier
14 2 (0.55%) Robotics
Operating Systems
1 36 (9.92%) Linux
2 12 (3.31%) Windows
3 10 (2.75%) Unix
4 7 (1.93%) Windows Server
5 5 (1.38%) CentOS
5 5 (1.38%) Windows Server 2012
6 4 (1.10%) Apple iOS
7 3 (0.83%) Debian
7 3 (0.83%) Mac OS X
7 3 (0.83%) Red Hat Enterprise Linux
7 3 (0.83%) Windows Server 2008
8 1 (0.28%) AIX
8 1 (0.28%) HPUX
8 1 (0.28%) Solaris
8 1 (0.28%) Ubuntu
Processes & Methodologies
1 225 (61.98%) Agile Software Development
2 158 (43.53%) MVC
3 157 (43.25%) TDD
4 114 (31.40%) Web Application Development
5 113 (31.13%) BDD
6 95 (26.17%) OO
7 79 (21.76%) Continuous Integration
8 68 (18.73%) Software Engineering
9 64 (17.63%) Test Automation
10 57 (15.70%) Scrum
11 55 (15.15%) DevOps
12 43 (11.85%) Microservices
13 42 (11.57%) SOA
14 40 (11.02%) Open Source
14 40 (11.02%) SDLC
15 30 (8.26%) Problem-Solving
16 28 (7.71%) Mentoring
17 27 (7.44%) Front End Development
18 26 (7.16%) Decision-Making
18 26 (7.16%) Deployment Automation
Programming Languages
1 146 (40.22%) C#
2 141 (38.84%) Java
3 138 (38.02%) JavaScript
4 131 (36.09%) SQL
5 130 (35.81%) Ruby
6 58 (15.98%) Python
7 44 (12.12%) PHP
8 22 (6.06%) Go
9 15 (4.13%) Scala
9 15 (4.13%) VB.NET
10 13 (3.58%) C
10 13 (3.58%) ES6
11 12 (3.31%) VB
12 11 (3.03%) Bash Shell
13 10 (2.75%) Java 8
13 10 (2.75%) T-SQL
14 9 (2.48%) R
14 9 (2.48%) Shell Script
15 7 (1.93%) C++
16 6 (1.65%) Perl
Qualifications
1 66 (18.18%) Degree
2 27 (7.44%) Computer Science Degree
3 8 (2.20%) Master's Degree
4 5 (1.38%) SAFe Agilist
4 5 (1.38%) Sun Certification
5 2 (0.55%) AWS Certification
5 2 (0.55%) Microsoft Certification
5 2 (0.55%) Security Cleared
6 1 (0.28%) CISSP
6 1 (0.28%) GCIA
6 1 (0.28%) GCIH
6 1 (0.28%) ITIL Certification
6 1 (0.28%) PhD
6 1 (0.28%) SANS
6 1 (0.28%) SC Cleared
Quality Assurance & Compliance
1 22 (6.06%) QA
2 7 (1.93%) Web Application Security Consortium
3 3 (0.83%) GCP
4 1 (0.28%) Cyber Essentials
4 1 (0.28%) ISO/IEC 27001
System Software
1 35 (9.64%) Docker
2 9 (2.48%) Virtual Machines
3 2 (0.55%) Active Directory
3 2 (0.55%) Apache ZooKeeper
4 1 (0.28%) NFS
Systems Management
1 14 (3.86%) Ansible
1 14 (3.86%) Opscode Chef
2 13 (3.58%) Puppet
3 6 (1.65%) Terraform
4 4 (1.10%) Cobbler
4 4 (1.10%) Kibana
4 4 (1.10%) Kubernetes
4 4 (1.10%) logstash
5 1 (0.28%) Failover Clustering
5 1 (0.28%) Galera Cluster
5 1 (0.28%) Oozie
Vendors
1 34 (9.37%) Microsoft
2 18 (4.96%) Google
3 11 (3.03%) Oracle
4 9 (2.48%) Facebook
5 6 (1.65%) Splunk
6 5 (1.38%) Cloudera
6 5 (1.38%) Cognos
6 5 (1.38%) Sun
7 4 (1.10%) Adobe
7 4 (1.10%) Talend
8 3 (0.83%) Xamarin
9 2 (0.55%) Blue Prism
9 2 (0.55%) IBM
9 2 (0.55%) Mapinfo
9 2 (0.55%) Percona
9 2 (0.55%) Red Hat
9 2 (0.55%) VMware
10 1 (0.28%) Sony
10 1 (0.28%) TIBCO
10 1 (0.28%) Yahoo!