Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies advertised in West 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
Yorkshire > West Yorkshire
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 86 96 117
Rank change year-on-year +10 +21 +71
Permanent jobs citing NoSQL 201 211 202
As % of all permanent IT jobs advertised in West Yorkshire 3.08% 2.96% 2.45%
As % of the Database & Business Intelligence category 11.78% 9.17% 7.63%
Number of salaries quoted 183 166 170
West Yorkshire median annual salary £45,000 £52,500 £50,000
Median salary % change year-on-year -14.29% +5.00% -
10th Percentile £32,750 £37,500 £31,250
90th Percentile £60,000 £65,000 £66,250
Yorkshire median annual salary £45,000 £50,000 £49,000
% change year-on-year -10.00% +2.04% +3.16%

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,706 2,302 2,647
As % of all permanent IT jobs advertised in West Yorkshire 26.14% 32.26% 32.08%
Number of salaries quoted 1,440 2,041 2,194
West Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,500 £27,500
90th Percentile £61,250 £60,000 £60,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

NoSQL
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for NoSQL in West Yorkshire

NoSQL
Salary Trend in West Yorkshire

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

Salary trend for NoSQL in West Yorkshire

NoSQL
Salary Histogram in West Yorkshire

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

Salary histogram for NoSQL in West Yorkshire

NoSQL
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the West 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
Leeds -1 173 £45,000 -16.28% 31
Bradford +22 8 £52,500 +36.36% 5
Wakefield - 6 £45,000 - 2
Huddersfield +11 5 £42,500 -5.56%
Halifax +22 1 £50,000 -
NoSQL
Yorkshire

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 West Yorkshire region with a requirement for NoSQL.

1 151 (75.12%) Agile Software Development
2 111 (55.22%) C#
3 93 (46.27%) SQL
4 90 (44.78%) Java
5 83 (41.29%) Git (software)
6 80 (39.80%) TDD
7 72 (35.82%) Python
8 66 (32.84%) JavaScript
9 63 (31.34%) .NET
10 60 (29.85%) MVC
11 59 (29.35%) SQL Server
12 56 (27.86%) Node.js
13 55 (27.36%) ASP.NET
13 55 (27.36%) Microsoft
14 54 (26.87%) OO
14 54 (26.87%) Amazon AWS
15 53 (26.37%) ASP.NET MVC
16 48 (23.88%) BDD
17 47 (23.38%) MongoDB
17 47 (23.38%) Software Engineering
18 44 (21.89%) Ruby
19 42 (20.90%) Jenkins
20 41 (20.40%) DevOps
20 41 (20.40%) Continuous Integration
21 40 (19.90%) HTML
22 38 (18.91%) Scrum
22 38 (18.91%) Spring
23 37 (18.41%) Greenfield Project
24 36 (17.91%) RESTful
25 35 (17.41%) CSS

NoSQL
Co-occurring IT Skills in West 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 30 (14.93%) Tomcat
2 10 (4.98%) Elasticsearch
3 8 (3.98%) nginx
4 5 (2.49%) Apache Spark
5 4 (1.99%) Confluence
6 3 (1.49%) Oracle SOA Suite
7 2 (1.00%) Apache
8 1 (0.50%) Apache Pig
8 1 (0.50%) Apache Solr
8 1 (0.50%) CMS
8 1 (0.50%) IIS
8 1 (0.50%) Sitecore CMS
8 1 (0.50%) WebSphere
8 1 (0.50%) WildFly
Applications
1 1 (0.50%) Microsoft Excel
1 1 (0.50%) SPSS
Cloud Services
1 54 (26.87%) Amazon AWS
2 26 (12.94%) Microsoft Azure
3 12 (5.97%) PaaS
3 12 (5.97%) SaaS
4 9 (4.48%) IaaS
5 3 (1.49%) GitHub
6 2 (1.00%) Amazon EC2
6 2 (1.00%) Amazon EMR
6 2 (1.00%) Amazon S3
6 2 (1.00%) Serverless
7 1 (0.50%) Amazon CloudWatch
7 1 (0.50%) Amazon ELB
7 1 (0.50%) Amazon SQS
7 1 (0.50%) AWS CloudTrail
7 1 (0.50%) AWS Lambda
7 1 (0.50%) CloudFront
7 1 (0.50%) Google App Engine
7 1 (0.50%) Google Cloud Platform
7 1 (0.50%) Google Compute Engine
7 1 (0.50%) Virtual Private Cloud
Communications & Networking
1 1 (0.50%) HTTP
1 1 (0.50%) Kerberos
1 1 (0.50%) TCP/IP
Database & Business Intelligence
1 59 (29.35%) SQL Server
2 47 (23.38%) MongoDB
3 32 (15.92%) SQL Server 2016
4 30 (14.93%) MySQL
5 17 (8.46%) Riak
6 16 (7.96%) PostgreSQL
6 16 (7.96%) RavenDB
6 16 (7.96%) Relational Database
7 13 (6.47%) Apache Cassandra
8 11 (5.47%) Redis
9 9 (4.48%) RDBMS
10 8 (3.98%) Big Data
11 5 (2.49%) Hadoop
11 5 (2.49%) SQL Server 2012
11 5 (2.49%) SQL Server Integration Services
11 5 (2.49%) SQL Server Reporting Services
12 2 (1.00%) Amazon DynamoDB
12 2 (1.00%) Amazon RDS
12 2 (1.00%) Oracle Database
13 1 (0.50%) Oracle Database 12c
Development Applications
1 83 (41.29%) Git (software)
2 42 (20.90%) Jenkins
3 26 (12.94%) JIRA
4 25 (12.44%) Subversion
5 17 (8.46%) Mercurial
6 5 (2.49%) Bitbucket
6 5 (2.49%) Team Foundation Server
7 4 (1.99%) Bower
7 4 (1.99%) Grunt
7 4 (1.99%) gulp
7 4 (1.99%) Jasmine
7 4 (1.99%) JSUnit
7 4 (1.99%) Karma Test Runner
7 4 (1.99%) Maven
7 4 (1.99%) Mocha
7 4 (1.99%) Octopus Deploy
7 4 (1.99%) Protractor
8 3 (1.49%) TeamCity
9 1 (0.50%) Visual Studio
9 1 (0.50%) Visual Studio Team System
General
1 34 (16.92%) Finance
2 27 (13.43%) Advertising
3 24 (11.94%) Retail
4 4 (1.99%) Games
5 3 (1.49%) Back Office
6 2 (1.00%) Marketing
7 1 (0.50%) Multimedia
Job Titles
1 128 (63.68%) Developer
2 52 (25.87%) .NET Developer
3 46 (22.89%) Java Developer
4 30 (14.93%) Software Engineer
5 20 (9.95%) Senior Developer
6 19 (9.45%) Python Developer
7 18 (8.96%) C# .NET Developer
7 18 (8.96%) C# Developer
8 16 (7.96%) ASP.NET MVC Developer
8 16 (7.96%) Integration Engineer
8 16 (7.96%) Software Integration Engineer
9 15 (7.46%) ASP.NET Developer
9 15 (7.46%) C# ASP.NET Developer
10 14 (6.97%) Java Engineer
10 14 (6.97%) Java Software Engineer
11 13 (6.47%) Architect
11 13 (6.47%) Junior
12 12 (5.97%) Java Scala Developer
12 12 (5.97%) Scala Developer
13 11 (5.47%) AWS Engineer
Libraries, Frameworks & Software Standards
1 63 (31.34%) .NET
2 56 (27.86%) Node.js
3 55 (27.36%) ASP.NET
4 53 (26.37%) ASP.NET MVC
5 40 (19.90%) HTML
6 38 (18.91%) Spring
7 36 (17.91%) RESTful
8 35 (17.41%) ASP.NET Web API
8 35 (17.41%) CSS
9 33 (16.42%) ASP.NET MVC 5
10 32 (15.92%) WCF
11 31 (15.42%) .NET Framework
12 27 (13.43%) Entity Framework
13 23 (11.44%) Hibernate
13 23 (11.44%) RabbitMQ
14 22 (10.95%) XML
15 21 (10.45%) KnockoutJS
16 20 (9.95%) Web Services
17 19 (9.45%) React
17 19 (9.45%) REST
Miscellaneous
1 37 (18.41%) Greenfield Project
2 22 (10.95%) Analytical Skills
3 16 (7.96%) Self-Motivation
4 15 (7.46%) Enterprise Software
4 15 (7.46%) User Experience
5 14 (6.97%) Mobile App
6 13 (6.47%) NHS
7 6 (2.99%) Algorithms
8 3 (1.49%) Computer Science
9 2 (1.00%) Data Structures
9 2 (1.00%) Linux Command Line
10 1 (0.50%) Management Information System
10 1 (0.50%) Replication
Operating Systems
1 29 (14.43%) Linux
2 12 (5.97%) Windows
3 9 (4.48%) Android
3 9 (4.48%) Apple iOS
3 9 (4.48%) Unix
3 9 (4.48%) Windows Mobile
4 7 (3.48%) CentOS
4 7 (3.48%) Ubuntu
5 1 (0.50%) Windows Server 2008
5 1 (0.50%) Windows Server 2012
Processes & Methodologies
1 151 (75.12%) Agile Software Development
2 80 (39.80%) TDD
3 60 (29.85%) MVC
4 54 (26.87%) OO
5 48 (23.88%) BDD
6 47 (23.38%) Software Engineering
7 41 (20.40%) Continuous Integration
7 41 (20.40%) DevOps
8 38 (18.91%) Scrum
9 32 (15.92%) Web Application Development
10 27 (13.43%) Problem-Solving
11 21 (10.45%) Unit Testing
12 18 (8.96%) Microservices
12 18 (8.96%) Pair Programming
13 17 (8.46%) Collaborative Working
14 14 (6.97%) Secure Coding
15 13 (6.47%) ETL
15 13 (6.47%) Kanban
15 13 (6.47%) Responsive Web Design
15 13 (6.47%) RUP
Programming Languages
1 111 (55.22%) C#
2 93 (46.27%) SQL
3 90 (44.78%) Java
4 72 (35.82%) Python
5 66 (32.84%) JavaScript
6 44 (21.89%) Ruby
7 34 (16.92%) PHP
8 24 (11.94%) Java 8
9 15 (7.46%) C++
10 12 (5.97%) Kotlin
10 12 (5.97%) Scala
11 9 (4.48%) PL/SQL
12 8 (3.98%) Java 9
12 8 (3.98%) R
13 7 (3.48%) C
14 6 (2.99%) Shell Script
14 6 (2.99%) VB
14 6 (2.99%) VB.NET
15 3 (1.49%) PHP 7
16 2 (1.00%) Go
Qualifications
1 7 (3.48%) ITIL Foundation Certificate
2 4 (1.99%) Degree
3 1 (0.50%) Computer Science Degree
3 1 (0.50%) Master's Degree
Quality Assurance & Compliance
1 19 (9.45%) QA
2 2 (1.00%) GDPR
3 1 (0.50%) GCP
System Software
1 23 (11.44%) Docker
2 1 (0.50%) HDFS
Systems Management
1 15 (7.46%) Ansible
2 13 (6.47%) Opscode Chef
3 12 (5.97%) Kubernetes
4 7 (3.48%) Xymon
4 7 (3.48%) ZABBIX
5 3 (1.49%) Rancher
5 3 (1.49%) Terraform
6 2 (1.00%) Puppet
7 1 (0.50%) Data Guard
7 1 (0.50%) Enterprise Manager Cloud Control
7 1 (0.50%) Nagios
7 1 (0.50%) Oozie
7 1 (0.50%) Oracle RMAN
Vendors
1 55 (27.36%) Microsoft
2 14 (6.97%) Oracle
3 8 (3.98%) Apigee
3 8 (3.98%) Google
4 7 (3.48%) Red Hat
5 3 (1.49%) ServiceNow
6 2 (1.00%) Zend
7 1 (0.50%) Atlassian
7 1 (0.50%) CA Agile Central
7 1 (0.50%) Sitecore