Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 July 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 89 93 143
Rank change year-on-year +4 +50 +57
Permanent jobs citing NoSQL 288 336 254
As % of all permanent IT jobs advertised in Yorkshire 2.99% 3.14% 2.13%
As % of the Database & Business Intelligence category 10.69% 9.52% 6.78%
Number of salaries quoted 262 278 217
Yorkshire median annual salary £45,000 £50,000 £49,000
Median salary % change year-on-year -10.00% +2.04% +3.16%
10th Percentile £33,750 £32,500 £31,250
90th Percentile £65,000 £62,500 £65,500
England median annual salary £55,000 £56,250 £55,000
% change year-on-year -2.22% +2.27% -

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 2,694 3,529 3,748
As % of all permanent IT jobs advertised in Yorkshire 27.99% 33.01% 31.43%
Number of salaries quoted 2,295 3,063 3,116
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £27,500 £26,750 £26,500
90th Percentile £60,000 £60,000 £58,750
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

NoSQL
Job Vacancy Trend in Yorkshire

Job postings citing NoSQL as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for NoSQL in Yorkshire

NoSQL
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in Yorkshire.

Salary trend for NoSQL in Yorkshire

NoSQL
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing NoSQL in Yorkshire over the 6 months to 21 July 2018.

Salary histogram for NoSQL in Yorkshire

NoSQL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Yorkshire region over the 6 months to 21 July 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
West Yorkshire +10 201 £45,000 -14.29% 41
North Yorkshire +20 39 £60,000 +50.00% 3
South Yorkshire -25 33 £42,500 -10.53% 5
East Yorkshire - 12 £47,500 - 2
Humberside - 2 £34,500 -
NoSQL
England

For the 6 months to 21 July 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 Yorkshire region with a requirement for NoSQL.

1 195 (67.71%) Agile Software Development
2 137 (47.57%) SQL
3 128 (44.44%) C#
3 128 (44.44%) Java
4 112 (38.89%) Git (software)
5 102 (35.42%) TDD
6 96 (33.33%) JavaScript
7 93 (32.29%) SQL Server
8 86 (29.86%) Python
9 84 (29.17%) Node.js
10 78 (27.08%) Amazon AWS
11 72 (25.00%) MVC
12 71 (24.65%) OO
12 71 (24.65%) .NET
13 67 (23.26%) MongoDB
14 66 (22.92%) Microsoft
15 63 (21.88%) ASP.NET
15 63 (21.88%) Software Engineering
16 61 (21.18%) Spring
16 61 (21.18%) ASP.NET MVC
17 60 (20.83%) RESTful
18 59 (20.49%) Microsoft Azure
19 57 (19.79%) PHP
20 56 (19.44%) Ruby
20 56 (19.44%) BDD
21 54 (18.75%) Scrum
22 53 (18.40%) HTML
23 51 (17.71%) Continuous Integration
23 51 (17.71%) DevOps
24 46 (15.97%) MySQL

NoSQL
Co-occurring IT Skills in Yorkshire 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 39 (13.54%) Tomcat
2 27 (9.38%) Elasticsearch
3 13 (4.51%) nginx
4 9 (3.13%) Apache Solr
5 6 (2.08%) Apache Spark
5 6 (2.08%) CMS
5 6 (2.08%) WordPress
6 5 (1.74%) concrete5
6 5 (1.74%) Confluence
6 5 (1.74%) ExpressionEngine
7 3 (1.04%) Oracle SOA Suite
8 2 (0.69%) Apache
9 1 (0.35%) Apache Pig
9 1 (0.35%) IIS
9 1 (0.35%) JBoss
9 1 (0.35%) Mule
9 1 (0.35%) Sitecore CMS
9 1 (0.35%) WebSphere
9 1 (0.35%) WildFly
Applications
1 1 (0.35%) Microsoft Excel
1 1 (0.35%) SPSS
Business Applications
1 5 (1.74%) Magento
Cloud Services
1 78 (27.08%) Amazon AWS
2 59 (20.49%) Microsoft Azure
3 17 (5.90%) SaaS
4 13 (4.51%) Azure Data Factory
5 12 (4.17%) PaaS
6 9 (3.13%) IaaS
6 9 (3.13%) npm
7 7 (2.43%) Amazon EC2
7 7 (2.43%) Amazon S3
8 6 (2.08%) Serverless
9 5 (1.74%) Sage Pay
10 3 (1.04%) GitHub
10 3 (1.04%) Google Cloud Platform
11 2 (0.69%) Amazon EMR
12 1 (0.35%) Amazon CloudWatch
12 1 (0.35%) Amazon ELB
12 1 (0.35%) Amazon SQS
12 1 (0.35%) CloudFront
12 1 (0.35%) Google Compute Engine
12 1 (0.35%) Virtual Private Cloud
Communications & Networking
1 9 (3.13%) DNS
2 8 (2.78%) Internet
3 5 (1.74%) HTTP
4 4 (1.39%) SSL
5 1 (0.35%) Kerberos
5 1 (0.35%) TCP/IP
Database & Business Intelligence
1 93 (32.29%) SQL Server
2 67 (23.26%) MongoDB
3 46 (15.97%) MySQL
4 40 (13.89%) SQL Server 2016
5 31 (10.76%) SQL Server Integration Services
5 31 (10.76%) SQL Server Reporting Services
6 27 (9.38%) SQL Server Analysis Services
7 21 (7.29%) Relational Database
8 20 (6.94%) Redis
9 18 (6.25%) Apache Cassandra
10 17 (5.90%) Riak
11 16 (5.56%) PostgreSQL
11 16 (5.56%) RavenDB
12 14 (4.86%) RDBMS
13 13 (4.51%) Data Lake
13 13 (4.51%) HDInsight
14 9 (3.13%) Big Data
15 6 (2.08%) Hadoop
16 5 (1.74%) CouchDB
16 5 (1.74%) SQL Server 2012
Development Applications
1 112 (38.89%) Git (software)
2 45 (15.63%) Jenkins
3 38 (13.19%) Subversion
4 28 (9.72%) Mercurial
5 27 (9.38%) JIRA
6 9 (3.13%) Bower
7 5 (1.74%) Appcelerator Titanium
7 5 (1.74%) Bitbucket
7 5 (1.74%) Team Foundation Server
8 4 (1.39%) Grunt
8 4 (1.39%) gulp
8 4 (1.39%) Jasmine
8 4 (1.39%) JSUnit
8 4 (1.39%) Karma Test Runner
8 4 (1.39%) Maven
8 4 (1.39%) Mocha
8 4 (1.39%) Octopus Deploy
8 4 (1.39%) Protractor
8 4 (1.39%) webpack
9 3 (1.04%) PHPUnit
General
1 43 (14.93%) Finance
2 34 (11.81%) Retail
3 33 (11.46%) Advertising
4 11 (3.82%) Games
5 8 (2.78%) Marketing
6 3 (1.04%) Back Office
7 1 (0.35%) Banking
7 1 (0.35%) Multimedia
Job Titles
1 176 (61.11%) Developer
2 66 (22.92%) Java Developer
3 60 (20.83%) .NET Developer
4 41 (14.24%) Software Engineer
5 27 (9.38%) Senior Developer
6 25 (8.68%) DBA
7 21 (7.29%) AWS Engineer
7 21 (7.29%) Java Engineer
7 21 (7.29%) Java Software Engineer
8 20 (6.94%) SQL DBA
8 20 (6.94%) SQL Server DBA
9 19 (6.60%) Python Developer
10 18 (6.25%) C# .NET Developer
10 18 (6.25%) C# Developer
11 17 (5.90%) Junior
12 16 (5.56%) ASP.NET MVC Developer
12 16 (5.56%) Integration Engineer
12 16 (5.56%) Software Integration Engineer
13 15 (5.21%) C# ASP.NET Developer
13 15 (5.21%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 84 (29.17%) Node.js
2 71 (24.65%) .NET
3 63 (21.88%) ASP.NET
4 61 (21.18%) ASP.NET MVC
4 61 (21.18%) Spring
5 60 (20.83%) RESTful
6 53 (18.40%) HTML
7 44 (15.28%) CSS
8 43 (14.93%) ASP.NET Web API
9 38 (13.19%) Hibernate
10 37 (12.85%) ASP.NET MVC 5
11 36 (12.50%) WCF
12 35 (12.15%) .NET Framework
13 33 (11.46%) React
14 31 (10.76%) Entity Framework
14 31 (10.76%) XML
15 28 (9.72%) Web Services
16 26 (9.03%) AngularJS
17 23 (7.99%) KnockoutJS
17 23 (7.99%) REST
Miscellaneous
1 43 (14.93%) Greenfield Project
2 26 (9.03%) Analytical Skills
3 21 (7.29%) Self-Motivation
4 19 (6.60%) Mobile App
5 17 (5.90%) Enterprise Software
6 16 (5.56%) User Experience
7 13 (4.51%) NHS
8 6 (2.08%) Algorithms
9 3 (1.04%) Computer Science
9 3 (1.04%) Linux Command Line
10 2 (0.69%) Data Structures
11 1 (0.35%) Fintech
11 1 (0.35%) Management Information System
11 1 (0.35%) Public Cloud
11 1 (0.35%) Replication
Operating Systems
1 44 (15.28%) Linux
2 14 (4.86%) CentOS
3 12 (4.17%) Windows
4 10 (3.47%) Android
4 10 (3.47%) Apple iOS
5 9 (3.13%) Ubuntu
5 9 (3.13%) Unix
5 9 (3.13%) Windows Mobile
6 2 (0.69%) Debian
7 1 (0.35%) Windows Server 2008
7 1 (0.35%) Windows Server 2012
Processes & Methodologies
1 195 (67.71%) Agile Software Development
2 102 (35.42%) TDD
3 72 (25.00%) MVC
4 71 (24.65%) OO
5 63 (21.88%) Software Engineering
6 56 (19.44%) BDD
7 54 (18.75%) Scrum
8 51 (17.71%) Continuous Integration
8 51 (17.71%) DevOps
9 40 (13.89%) Web Application Development
10 33 (11.46%) Performance Tuning
11 28 (9.72%) Problem-Solving
12 27 (9.38%) Microservices
13 26 (9.03%) Test Automation
14 24 (8.33%) Migration
15 21 (7.29%) Unit Testing
16 20 (6.94%) Kanban
16 20 (6.94%) RUP
17 18 (6.25%) Business Intelligence
17 18 (6.25%) DSDM
Programming Languages
1 137 (47.57%) SQL
2 128 (44.44%) C#
2 128 (44.44%) Java
3 96 (33.33%) JavaScript
4 86 (29.86%) Python
5 57 (19.79%) PHP
6 56 (19.44%) Ruby
7 34 (11.81%) Java 8
8 28 (9.72%) T-SQL
9 26 (9.03%) PowerShell
10 15 (5.21%) C++
11 12 (4.17%) Kotlin
11 12 (4.17%) Scala
12 11 (3.82%) Shell Script
13 10 (3.47%) VB
13 10 (3.47%) VB.NET
14 9 (3.13%) PL/SQL
15 8 (2.78%) Java 9
15 8 (2.78%) R
16 7 (2.43%) C
Qualifications
1 8 (2.78%) ITIL Foundation Certificate
2 6 (2.08%) Degree
3 4 (1.39%) AWS Certification
4 1 (0.35%) Computer Science Degree
4 1 (0.35%) Master's Degree
Quality Assurance & Compliance
1 28 (9.72%) QA
2 2 (0.69%) GDPR
3 1 (0.35%) GCP
3 1 (0.35%) SLA
System Software
1 44 (15.28%) Docker
2 8 (2.78%) Apache ZooKeeper
3 5 (1.74%) Varnish
4 1 (0.35%) HDFS
Systems Management
1 18 (6.25%) Opscode Chef
2 17 (5.90%) Ansible
3 15 (5.21%) Kubernetes
4 8 (2.78%) Xymon
4 8 (2.78%) ZABBIX
5 7 (2.43%) Puppet
6 4 (1.39%) Cobbler
6 4 (1.39%) Terraform
7 3 (1.04%) Rancher
8 1 (0.35%) Data Guard
8 1 (0.35%) Docker Swarm
8 1 (0.35%) Enterprise Manager Cloud Control
8 1 (0.35%) Nagios
8 1 (0.35%) Oozie
8 1 (0.35%) Oracle RMAN
Vendors
1 66 (22.92%) Microsoft
2 14 (4.86%) Oracle
2 14 (4.86%) Red Hat
3 12 (4.17%) Google
4 11 (3.82%) Zend
5 8 (2.78%) Apigee
6 5 (1.74%) PayPal
7 3 (1.04%) ServiceNow
8 2 (0.69%) Atlassian
8 2 (0.69%) Facebook
8 2 (0.69%) Twitter
9 1 (0.35%) CA Agile Central
9 1 (0.35%) Dell
9 1 (0.35%) hybris
9 1 (0.35%) IBM
9 1 (0.35%) MuleSoft
9 1 (0.35%) SAP
9 1 (0.35%) Sitecore