Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Yorkshire > West Yorkshire
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 101 130 130
Rank change year-on-year +29 0 +41
Permanent jobs citing NoSQL 138 144 161
As % of all permanent IT jobs advertised in West Yorkshire 2.52% 2.20% 2.09%
As % of the Database & Business Intelligence category 10.42% 7.51% 6.89%
Number of salaries quoted 116 119 151
West Yorkshire median annual salary £42,500 £55,000 £50,000
Median salary % change year-on-year -22.73% +10.00% -9.09%
10th Percentile £33,125 £39,500 £37,500
90th Percentile £59,375 £64,000 £62,500
Yorkshire median annual salary £42,500 £50,000 £49,000
% change year-on-year -15.00% +2.04% -2.00%

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 1,324 1,917 2,338
As % of all permanent IT jobs advertised in West Yorkshire 24.16% 29.33% 30.30%
Number of salaries quoted 1,083 1,686 2,024
West Yorkshire median annual salary £45,000 £44,000 £40,000
Median salary % change year-on-year +2.27% +10.00% -
10th Percentile £31,250 £28,625 £27,500
90th Percentile £60,000 £60,125 £57,500
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 19 October 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 19 October 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 +5 108 £42,500 -22.73% 24
Bradford +32 11 £57,500 +49.35% 2
Halifax - 1 £50,000 -
Wakefield - 1 £37,500 -
NoSQL
Yorkshire

For the 6 months to 19 October 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 89 (64.49%) Agile Software Development
2 76 (55.07%) Python
3 70 (50.72%) SQL
4 61 (44.20%) C#
5 58 (42.03%) Java
6 55 (39.86%) Jenkins
7 54 (39.13%) Git (software)
8 52 (37.68%) Continuous Integration
9 49 (35.51%) TDD
9 49 (35.51%) Software Engineering
10 45 (32.61%) MongoDB
11 43 (31.16%) JavaScript
11 43 (31.16%) DevOps
12 40 (28.99%) Amazon AWS
13 38 (27.54%) PostgreSQL
14 37 (26.81%) RabbitMQ
15 34 (24.64%) Ansible
16 32 (23.19%) Node.js
16 32 (23.19%) Redis
16 32 (23.19%) Subversion
16 32 (23.19%) .NET
17 29 (21.01%) MySQL
17 29 (21.01%) HTML
18 28 (20.29%) MVC
18 28 (20.29%) OO
18 28 (20.29%) Microsoft
19 27 (19.57%) CSS
20 26 (18.84%) Elasticsearch
21 25 (18.12%) Mercurial
21 25 (18.12%) nginx

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 26 (18.84%) Elasticsearch
2 25 (18.12%) nginx
3 13 (9.42%) Apache
4 12 (8.70%) Apache Spark
5 9 (6.52%) Tomcat
6 6 (4.35%) BizTalk Server
6 6 (4.35%) Oracle SOA Suite
7 3 (2.17%) Confluence
8 1 (0.72%) Apache Pig
8 1 (0.72%) IIS
8 1 (0.72%) WildFly
Applications
1 1 (0.72%) Microsoft Excel
1 1 (0.72%) SPSS
Cloud Services
1 40 (28.99%) Amazon AWS
2 23 (16.67%) Microsoft Azure
3 7 (5.07%) PaaS
4 5 (3.62%) SaaS
5 3 (2.17%) GitHub
5 3 (2.17%) Google Cloud Platform
6 2 (1.45%) Amazon EC2
6 2 (1.45%) Amazon EMR
6 2 (1.45%) Amazon S3
6 2 (1.45%) Cloud Computing
6 2 (1.45%) Serverless
7 1 (0.72%) Amazon CloudWatch
7 1 (0.72%) Amazon ELB
7 1 (0.72%) Amazon SQS
7 1 (0.72%) AWS CloudTrail
7 1 (0.72%) CloudFront
7 1 (0.72%) Google App Engine
7 1 (0.72%) Google Compute Engine
7 1 (0.72%) IaaS
7 1 (0.72%) Virtual Private Cloud
Communications & Networking
1 1 (0.72%) HTTP
1 1 (0.72%) Kerberos
1 1 (0.72%) TCP/IP
Database & Business Intelligence
1 45 (32.61%) MongoDB
2 38 (27.54%) PostgreSQL
3 32 (23.19%) Redis
4 29 (21.01%) MySQL
5 24 (17.39%) SQL Server
6 20 (14.49%) Apache Cassandra
6 20 (14.49%) Riak
7 18 (13.04%) Hadoop
8 17 (12.32%) Relational Database
9 11 (7.97%) CouchDB
9 11 (7.97%) GIS
9 11 (7.97%) RDBMS
10 7 (5.07%) Big Data
10 7 (5.07%) RavenDB
11 6 (4.35%) SQL Server 2012
11 6 (4.35%) SQL Server 2016
12 5 (3.62%) SQL Server Integration Services
12 5 (3.62%) SQL Server Reporting Services
13 2 (1.45%) Amazon DynamoDB
13 2 (1.45%) Amazon RDS
Development Applications
1 55 (39.86%) Jenkins
2 54 (39.13%) Git (software)
3 32 (23.19%) Subversion
4 25 (18.12%) Mercurial
5 18 (13.04%) JIRA
6 7 (5.07%) Visual Studio
7 6 (4.35%) Bower
7 6 (4.35%) Grunt
7 6 (4.35%) gulp
7 6 (4.35%) Jasmine
7 6 (4.35%) Maven
8 5 (3.62%) Bitbucket
8 5 (3.62%) JSUnit
8 5 (3.62%) Karma Test Runner
8 5 (3.62%) Mocha
8 5 (3.62%) Protractor
8 5 (3.62%) Team Foundation Server
9 2 (1.45%) Atlassian Bamboo
9 2 (1.45%) GitLab
10 1 (0.72%) Visual Studio Team System
General
1 17 (12.32%) Finance
2 14 (10.14%) Retail
3 8 (5.80%) Advertising
4 3 (2.17%) Back Office
4 3 (2.17%) Multimedia
Job Titles
1 89 (64.49%) Developer
2 29 (21.01%) Python Developer
3 27 (19.57%) Software Engineer
4 25 (18.12%) Java Developer
5 15 (10.87%) .NET Developer
5 15 (10.87%) Developer/Software Engineer
5 15 (10.87%) Python Engineer
5 15 (10.87%) Python Software Engineer
5 15 (10.87%) Software Developer
6 12 (8.70%) Senior Developer
7 9 (6.52%) C# .NET Developer
7 9 (6.52%) C# Developer
8 8 (5.80%) Architect
8 8 (5.80%) ASP.NET MVC Developer
8 8 (5.80%) Integration Engineer
8 8 (5.80%) Java Engineer
8 8 (5.80%) Java Software Engineer
8 8 (5.80%) Junior
8 8 (5.80%) Software Integration Engineer
9 7 (5.07%) Analyst
Libraries, Frameworks & Software Standards
1 37 (26.81%) RabbitMQ
2 32 (23.19%) .NET
2 32 (23.19%) Node.js
3 29 (21.01%) HTML
4 27 (19.57%) CSS
5 24 (17.39%) Spring
6 22 (15.94%) AngularJS
6 22 (15.94%) ASP.NET
7 18 (13.04%) ASP.NET MVC
8 15 (10.87%) Kafka
9 13 (9.42%) React
9 13 (9.42%) XML
10 12 (8.70%) WCF
11 11 (7.97%) .NET Framework
11 11 (7.97%) Web Services
12 10 (7.25%) Ajax
12 10 (7.25%) Hibernate
12 10 (7.25%) jQuery
13 9 (6.52%) .NET Core
13 9 (6.52%) Spring Boot
Miscellaneous
1 15 (10.87%) Mobile App
2 14 (10.14%) Analytical Skills
2 14 (10.14%) Greenfield Project
3 8 (5.80%) Self-Motivation
4 7 (5.07%) Enterprise Software
5 6 (4.35%) EFT
6 5 (3.62%) User Experience
7 3 (2.17%) Computer Science
8 2 (1.45%) Algorithms
8 2 (1.45%) Data Structures
8 2 (1.45%) NHS
9 1 (0.72%) Management Information System
9 1 (0.72%) Replication
Operating Systems
1 23 (16.67%) Linux
2 9 (6.52%) CentOS
3 7 (5.07%) Ubuntu
4 4 (2.90%) Windows
5 2 (1.45%) Android
5 2 (1.45%) Apple iOS
5 2 (1.45%) Red Hat Enterprise Linux
5 2 (1.45%) Windows Mobile
6 1 (0.72%) Windows Server 2008
6 1 (0.72%) Windows Server 2012
Processes & Methodologies
1 89 (64.49%) Agile Software Development
2 52 (37.68%) Continuous Integration
3 49 (35.51%) Software Engineering
3 49 (35.51%) TDD
4 43 (31.16%) DevOps
5 28 (20.29%) MVC
5 28 (20.29%) OO
6 16 (11.59%) Microservices
6 16 (11.59%) Problem-Solving
7 14 (10.14%) BDD
7 14 (10.14%) Logistics
7 14 (10.14%) Unit Testing
8 12 (8.70%) Web Development
9 11 (7.97%) Open Source
9 11 (7.97%) Scrum
10 9 (6.52%) Mentoring
10 9 (6.52%) OOP
10 9 (6.52%) Pair Programming
11 8 (5.80%) Performance Tuning
11 8 (5.80%) Post-Production
Programming Languages
1 76 (55.07%) Python
2 70 (50.72%) SQL
3 61 (44.20%) C#
4 58 (42.03%) Java
5 43 (31.16%) JavaScript
6 25 (18.12%) Java 8
7 23 (16.67%) PHP
8 21 (15.22%) Ruby
9 20 (14.49%) C++
10 9 (6.52%) Java 9
10 9 (6.52%) Kotlin
10 9 (6.52%) Scala
11 8 (5.80%) R
12 6 (4.35%) PowerShell
12 6 (4.35%) Shell Script
12 6 (4.35%) TypeScript
13 4 (2.90%) C
14 3 (2.17%) PHP 7
15 2 (1.45%) Go
15 2 (1.45%) MATLAB
Qualifications
1 8 (5.80%) SC Cleared
1 8 (5.80%) Security Cleared
2 7 (5.07%) ITIL Foundation Certificate
3 5 (3.62%) Degree
4 2 (1.45%) AWS Certification
4 2 (1.45%) RHCE
4 2 (1.45%) RHCSA
5 1 (0.72%) Computer Science Degree
5 1 (0.72%) Master's Degree
Quality Assurance & Compliance
1 9 (6.52%) QA
2 2 (1.45%) GDPR
System Software
1 14 (10.14%) Docker
2 1 (0.72%) HDFS
Systems Management
1 34 (24.64%) Ansible
2 12 (8.70%) Kubernetes
3 9 (6.52%) Opscode Chef
4 7 (5.07%) Xymon
4 7 (5.07%) ZABBIX
5 4 (2.90%) Terraform
6 3 (2.17%) Puppet
7 2 (1.45%) Consul
7 2 (1.45%) Docker Swarm
7 2 (1.45%) Grafana
7 2 (1.45%) Graphite
7 2 (1.45%) Packer
7 2 (1.45%) Prometheus
7 2 (1.45%) Rancher
8 1 (0.72%) Oozie
Vendors
1 28 (20.29%) Microsoft
2 9 (6.52%) Red Hat
3 8 (5.80%) Google
4 7 (5.07%) Oracle
5 6 (4.35%) Xamarin
6 3 (2.17%) ServiceNow