Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Yorkshire > West Yorkshire
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 115 131 124
Rank change year-on-year +16 -7 +45
Permanent jobs citing NoSQL 117 136 176
As % of all permanent IT jobs advertised in West Yorkshire 2.29% 2.01% 2.33%
As % of the Database & Business Intelligence category 9.50% 7.46% 7.60%
Number of salaries quoted 94 116 164
West Yorkshire median annual salary £45,000 £50,000 £50,001
Median salary % change year-on-year -10.00% 0.00% -9.09%
10th Percentile £31,325 £37,500 £37,500
90th Percentile £57,500 £60,000 £63,375
Yorkshire median annual salary £42,500 £50,000 £50,001
% change year-on-year -15.00% 0.00% -4.76%

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 1,232 1,823 2,317
As % of all permanent IT jobs advertised in West Yorkshire 24.16% 26.90% 30.66%
Number of salaries quoted 1,022 1,617 2,066
West Yorkshire median annual salary £43,500 £44,000 £40,000
Median salary % change year-on-year -1.14% +10.00% -
10th Percentile £30,000 £29,000 £28,250
90th Percentile £57,500 £60,000 £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 15 December 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 15 December 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 88 £45,000 -18.18% 26
Bradford +30 11 £57,500 +27.78% 3
Halifax - 4 £48,750 - 2
Wakefield -3 2 £38,750 -13.89% 1
Huddersfield -6 1 £50,000 +14.29% 2
NoSQL
Yorkshire

For the 6 months to 15 December 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 77 (65.81%) Agile Software Development
2 68 (58.12%) Python
3 64 (54.70%) SQL
4 60 (51.28%) Jenkins
5 59 (50.43%) Continuous Integration
6 53 (45.30%) Software Engineering
7 51 (43.59%) MongoDB
8 49 (41.88%) Git (software)
8 49 (41.88%) Java
9 48 (41.03%) DevOps
10 45 (38.46%) JavaScript
11 42 (35.90%) TDD
11 42 (35.90%) PostgreSQL
12 39 (33.33%) C#
12 39 (33.33%) RabbitMQ
13 36 (30.77%) Amazon AWS
14 35 (29.91%) MySQL
15 34 (29.06%) Ansible
16 32 (27.35%) HTML
16 32 (27.35%) CSS
16 32 (27.35%) Subversion
16 32 (27.35%) Redis
17 31 (26.50%) Node.js
18 28 (23.93%) Linux
19 27 (23.08%) Elasticsearch
20 26 (22.22%) Apache Cassandra
20 26 (22.22%) nginx
21 25 (21.37%) Mercurial
21 25 (21.37%) OO
22 24 (20.51%) C++

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 27 (23.08%) Elasticsearch
2 26 (22.22%) nginx
3 14 (11.97%) Apache Spark
4 12 (10.26%) Apache
5 6 (5.13%) BizTalk Server
6 5 (4.27%) Oracle SOA Suite
7 2 (1.71%) SAS
8 1 (0.85%) Tomcat
Business Applications
1 1 (0.85%) Dynamics CRM
Cloud Services
1 36 (30.77%) Amazon AWS
2 16 (13.68%) Microsoft Azure
3 7 (5.98%) GitHub
4 6 (5.13%) PaaS
5 4 (3.42%) Cloud Computing
6 3 (2.56%) Google Cloud Platform
7 2 (1.71%) Amazon EC2
7 2 (1.71%) BlazeMeter
7 2 (1.71%) SaaS
7 2 (1.71%) Sauce Labs
7 2 (1.71%) Serverless
8 1 (0.85%) Adobe Analytics
8 1 (0.85%) Amazon CloudWatch
8 1 (0.85%) Amazon ELB
8 1 (0.85%) Amazon EMR
8 1 (0.85%) Amazon S3
8 1 (0.85%) Amazon SQS
8 1 (0.85%) CloudFront
8 1 (0.85%) Google App Engine
8 1 (0.85%) NuGet
Communications & Networking
1 1 (0.85%) HTTP
1 1 (0.85%) TCP/IP
Database & Business Intelligence
1 51 (43.59%) MongoDB
2 42 (35.90%) PostgreSQL
3 35 (29.91%) MySQL
4 32 (27.35%) Redis
5 26 (22.22%) Apache Cassandra
6 24 (20.51%) Riak
7 19 (16.24%) Hadoop
8 16 (13.68%) SQL Server
9 11 (9.40%) CouchDB
9 11 (9.40%) GIS
10 8 (6.84%) Big Data
10 8 (6.84%) RDBMS
10 8 (6.84%) Relational Database
11 6 (5.13%) SQL Server Integration Services
11 6 (5.13%) SQL Server Reporting Services
12 5 (4.27%) SQL Server 2012
13 4 (3.42%) RavenDB
14 2 (1.71%) Amazon DynamoDB
14 2 (1.71%) Apache Hive
14 2 (1.71%) HBase
Development Applications
1 60 (51.28%) Jenkins
2 49 (41.88%) Git (software)
3 32 (27.35%) Subversion
4 25 (21.37%) Mercurial
5 11 (9.40%) JIRA
6 7 (5.98%) Visual Studio
7 6 (5.13%) Bower
7 6 (5.13%) Grunt
7 6 (5.13%) gulp
7 6 (5.13%) Jasmine
8 5 (4.27%) Bitbucket
8 5 (4.27%) JSUnit
8 5 (4.27%) Karma Test Runner
8 5 (4.27%) Maven
8 5 (4.27%) Mocha
8 5 (4.27%) Protractor
8 5 (4.27%) Team Foundation Server
9 4 (3.42%) Atlassian Bamboo
9 4 (3.42%) GitLab
10 2 (1.71%) Appium
General
1 8 (6.84%) Finance
2 6 (5.13%) Retail
3 3 (2.56%) Multimedia
4 1 (0.85%) Games
4 1 (0.85%) Marketing
4 1 (0.85%) Music Industry
Job Titles
1 72 (61.54%) Developer
2 34 (29.06%) Python Developer
3 33 (28.21%) Software Engineer
4 18 (15.38%) Python Engineer
5 16 (13.68%) Python Software Engineer
6 15 (12.82%) Developer/Software Engineer
6 15 (12.82%) Software Developer
7 12 (10.26%) Java Engineer
7 12 (10.26%) Java Software Engineer
8 10 (8.55%) Java Developer
9 8 (6.84%) Senior Developer
10 7 (5.98%) Architect
10 7 (5.98%) Java Scala Software Engineer
10 7 (5.98%) Scala Software Engineer
10 7 (5.98%) Technical Architect
10 7 (5.98%) Web Developer
11 6 (5.13%) Analyst
12 5 (4.27%) Integration Engineer
12 5 (4.27%) Junior
12 5 (4.27%) Software Integration Engineer
Libraries, Frameworks & Software Standards
1 39 (33.33%) RabbitMQ
2 32 (27.35%) CSS
2 32 (27.35%) HTML
3 31 (26.50%) Node.js
4 21 (17.95%) AngularJS
5 20 (17.09%) .NET
5 20 (17.09%) Kafka
6 18 (15.38%) Spring
7 16 (13.68%) jQuery
8 14 (11.97%) Ajax
8 14 (11.97%) Spring Boot
9 13 (11.11%) ASP.NET
10 12 (10.26%) Ruby on Rails
11 10 (8.55%) ASP.NET MVC
11 10 (8.55%) HTML5
12 9 (7.69%) Elastic Stack
12 9 (7.69%) Twitter Bootstrap
12 9 (7.69%) WCF
13 8 (6.84%) .NET Core
13 8 (6.84%) Pyramid
Miscellaneous
1 13 (11.11%) Mobile App
2 11 (9.40%) Analytical Skills
3 7 (5.98%) Greenfield Project
4 6 (5.13%) EFT
5 3 (2.56%) Self-Motivation
6 2 (1.71%) Algorithms
6 2 (1.71%) Data Structures
6 2 (1.71%) Enterprise Software
6 2 (1.71%) User Experience
7 1 (0.85%) Blog
7 1 (0.85%) Cloud Native
7 1 (0.85%) Mainframe
7 1 (0.85%) Management Information System
7 1 (0.85%) Replication
Operating Systems
1 28 (23.93%) Linux
2 9 (7.69%) CentOS
3 7 (5.98%) Ubuntu
4 5 (4.27%) Red Hat Enterprise Linux
5 4 (3.42%) Unix
6 1 (0.85%) Windows
Processes & Methodologies
1 77 (65.81%) Agile Software Development
2 59 (50.43%) Continuous Integration
3 53 (45.30%) Software Engineering
4 48 (41.03%) DevOps
5 42 (35.90%) TDD
6 25 (21.37%) OO
7 22 (18.80%) Microservices
8 17 (14.53%) MVC
8 17 (14.53%) Web Development
9 15 (12.82%) Open Source
10 10 (8.55%) Logistics
10 10 (8.55%) Mentoring
10 10 (8.55%) Problem-Solving
11 9 (7.69%) Test Automation
11 9 (7.69%) Unit Testing
12 8 (6.84%) Open Source Development
12 8 (6.84%) SOLID
13 7 (5.98%) Analytics
13 7 (5.98%) Inversion of Control
13 7 (5.98%) Presales
Programming Languages
1 68 (58.12%) Python
2 64 (54.70%) SQL
3 49 (41.88%) Java
4 45 (38.46%) JavaScript
5 39 (33.33%) C#
6 24 (20.51%) C++
6 24 (20.51%) Java 8
7 18 (15.38%) Ruby
8 15 (12.82%) Scala
9 13 (11.11%) Kotlin
10 11 (9.40%) PHP
11 8 (6.84%) C
12 6 (5.13%) Java 9
12 6 (5.13%) PowerShell
12 6 (5.13%) TypeScript
13 5 (4.27%) Shell Script
14 2 (1.71%) MATLAB
15 1 (0.85%) F#
15 1 (0.85%) PL/SQL
15 1 (0.85%) T-SQL
Qualifications
1 8 (6.84%) Degree
1 8 (6.84%) SC Cleared
1 8 (6.84%) Security Cleared
2 5 (4.27%) ITIL Foundation Certificate
3 4 (3.42%) AWS Certification
3 4 (3.42%) RHCE
3 4 (3.42%) RHCSA
4 3 (2.56%) Computer Science Degree
5 1 (0.85%) Master's Degree
Quality Assurance & Compliance
1 2 (1.71%) QA
System Software
1 18 (15.38%) Docker
2 2 (1.71%) Apache Flume
2 2 (1.71%) Firmware
2 2 (1.71%) HDFS
Systems Management
1 34 (29.06%) Ansible
2 18 (15.38%) Kubernetes
3 13 (11.11%) Opscode Chef
4 5 (4.27%) Xymon
4 5 (4.27%) ZABBIX
5 4 (3.42%) Consul
5 4 (3.42%) Docker Swarm
5 4 (3.42%) Grafana
5 4 (3.42%) Graphite
5 4 (3.42%) Packer
5 4 (3.42%) Prometheus
5 4 (3.42%) Puppet
5 4 (3.42%) Terraform
6 2 (1.71%) CA Service Virtualization
6 2 (1.71%) Oozie
Vendors
1 14 (11.97%) Microsoft
2 9 (7.69%) Red Hat
3 8 (6.84%) Oracle
4 7 (5.98%) Google
5 6 (5.13%) Xamarin
6 2 (1.71%) CA
6 2 (1.71%) Cloudera
6 2 (1.71%) Hortonworks
6 2 (1.71%) Perfecto Mobile
6 2 (1.71%) Splunk
7 1 (0.85%) Adobe
7 1 (0.85%) Salesforce.com
7 1 (0.85%) Tableau
7 1 (0.85%) Talend