Period
to 27 May 2019

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 27 May 2019 with a comparison to the same period in the previous 2 years.

NoSQL
Yorkshire > West Yorkshire
6 months to
27 May 2019
Same period 2018 Same period 2017
Rank 102 86 95
Rank change year-on-year -16 +9 +24
Permanent jobs citing NoSQL 119 206 215
As % of all permanent IT jobs advertised in West Yorkshire 2.63% 3.10% 3.04%
As % of the Database & Business Intelligence category 9.88% 11.62% 9.66%
Number of salaries quoted 105 185 175
West Yorkshire median annual salary £49,337 £45,000 £50,001
Median salary % change year-on-year +9.64% -10.00% +0.00%
10th Percentile £36,750 £35,000 £34,700
90th Percentile £65,000 £60,000 £63,750
Yorkshire median annual salary £49,337 £49,500 £50,000
% change year-on-year -0.33% -1.00% -

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 1,205 1,773 2,225
As % of all permanent IT jobs advertised in West Yorkshire 26.58% 26.69% 31.46%
Number of salaries quoted 1,058 1,534 1,967
West Yorkshire median annual salary £42,500 £42,500 £41,500
Median salary % change year-on-year - +2.41% +3.75%
10th Percentile £30,000 £30,000 £27,500
90th Percentile £61,975 £60,000 £60,000
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 27 May 2019.

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 27 May 2019. 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 -5 103 £50,000 - 5
Bradford +47 14 £47,500 -5.00% 1
Wakefield -4 1 £40,000 -11.11%
NoSQL
Yorkshire

For the 6 months to 27 May 2019, 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 (74.79%) Agile Software Development
2 82 (68.91%) SQL
3 75 (63.03%) Java
4 64 (53.78%) DevOps
5 52 (43.70%) Continuous Integration
6 49 (41.18%) Git (software)
7 48 (40.34%) Software Engineering
8 47 (39.50%) MongoDB
9 46 (38.66%) TDD
9 46 (38.66%) Python
10 45 (37.82%) PostgreSQL
11 42 (35.29%) Jenkins
12 40 (33.61%) MySQL
12 40 (33.61%) Amazon AWS
13 39 (32.77%) RabbitMQ
14 38 (31.93%) Microservices
15 36 (30.25%) Scala
16 34 (28.57%) OO
17 32 (26.89%) C#
17 32 (26.89%) Subversion
18 31 (26.05%) Apache Cassandra
19 30 (25.21%) Mercurial
20 29 (24.37%) Spring
20 29 (24.37%) Spring Boot
21 28 (23.53%) JavaScript
22 27 (22.69%) nginx
23 26 (21.85%) Kafka
24 25 (21.01%) Machine Learning
24 25 (21.01%) Elasticsearch
25 24 (20.17%) Mentoring

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 (22.69%) nginx
2 25 (21.01%) Elasticsearch
3 22 (18.49%) Apache Spark
4 5 (4.20%) Apache
5 3 (2.52%) Confluence
6 2 (1.68%) ColdFusion
6 2 (1.68%) SAS
7 1 (0.84%) Liferay
7 1 (0.84%) Oracle SOA Suite
Business Applications
1 1 (0.84%) Dynamics CRM
Cloud Services
1 40 (33.61%) Amazon AWS
2 15 (12.61%) GitHub
3 11 (9.24%) Microsoft Azure
4 4 (3.36%) Amazon EC2
5 2 (1.68%) Amazon ELB
5 2 (1.68%) Amazon EMR
5 2 (1.68%) Amazon S3
5 2 (1.68%) Google App Engine
5 2 (1.68%) Google Cloud Platform
5 2 (1.68%) Google Compute Engine
5 2 (1.68%) IaaS
5 2 (1.68%) Route 53
5 2 (1.68%) Virtual Private Cloud
6 1 (0.84%) Adobe Analytics
6 1 (0.84%) Cloud Computing
6 1 (0.84%) Kong
6 1 (0.84%) NuGet
6 1 (0.84%) Power Platform
6 1 (0.84%) SaaS
Communications & Networking
1 2 (1.68%) HTTP
1 2 (1.68%) Internet
Database & Business Intelligence
1 47 (39.50%) MongoDB
2 45 (37.82%) PostgreSQL
3 40 (33.61%) MySQL
4 31 (26.05%) Apache Cassandra
5 24 (20.17%) Big Data
5 24 (20.17%) Redis
6 23 (19.33%) Hadoop
6 23 (19.33%) Riak
7 22 (18.49%) Apache Hive
8 15 (12.61%) HBase
9 14 (11.76%) Relational Database
9 14 (11.76%) Spark SQL
9 14 (11.76%) SQL Server
9 14 (11.76%) Sqoop
10 9 (7.56%) RDBMS
11 6 (5.04%) Data Lake
12 5 (4.20%) Data Warehouse
12 5 (4.20%) SQL Server Integration Services
12 5 (4.20%) SQL Server Reporting Services
13 3 (2.52%) Amazon DynamoDB
Development Applications
1 49 (41.18%) Git (software)
2 42 (35.29%) Jenkins
3 32 (26.89%) Subversion
4 30 (25.21%) Mercurial
5 3 (2.52%) Bitbucket
6 2 (1.68%) Cucumber
6 2 (1.68%) git-flow
6 2 (1.68%) gulp
6 2 (1.68%) JIRA
6 2 (1.68%) Maven
6 2 (1.68%) Selenium
6 2 (1.68%) Visual Studio
7 1 (0.84%) Ant
7 1 (0.84%) Bower
7 1 (0.84%) GitLab
7 1 (0.84%) Grunt
7 1 (0.84%) Karma Test Runner
7 1 (0.84%) Protractor
7 1 (0.84%) SonarQube
7 1 (0.84%) Sonatype Nexus
General
1 2 (1.68%) Finance
1 2 (1.68%) Marketing
2 1 (0.84%) Music Industry
Job Titles
1 64 (53.78%) Developer
2 41 (34.45%) Software Engineer
3 24 (20.17%) Python Developer
3 24 (20.17%) Python Engineer
4 22 (18.49%) Java Developer
5 20 (16.81%) Architect
6 19 (15.97%) Software Developer
7 16 (13.45%) Python Software Engineer
8 15 (12.61%) Big Data Engineer
8 15 (12.61%) Data Engineer
8 15 (12.61%) Developer/Software Engineer
9 13 (10.92%) Java Engineer
9 13 (10.92%) Java Software Engineer
10 12 (10.08%) Java Scala Software Engineer
10 12 (10.08%) Scala Software Engineer
11 9 (7.56%) Java Architect
12 8 (6.72%) Senior Developer
13 6 (5.04%) JavaScript Developer
13 6 (5.04%) Senior Data Engineer
13 6 (5.04%) Technical Architect
Libraries, Frameworks & Software Standards
1 39 (32.77%) RabbitMQ
2 29 (24.37%) Spring
2 29 (24.37%) Spring Boot
3 26 (21.85%) Kafka
4 20 (16.81%) Node.js
5 19 (15.97%) CSS
6 17 (14.29%) HTML
7 14 (11.76%) Spark Streaming
8 13 (10.92%) AngularJS
9 10 (8.40%) Dropwizard
10 9 (7.56%) .NET
11 7 (5.88%) REST
11 7 (5.88%) Vue.js
12 6 (5.04%) jQuery
12 6 (5.04%) KnockoutJS
12 6 (5.04%) Laravel
12 6 (5.04%) React
13 5 (4.20%) Backbone.js
13 5 (4.20%) CSS3
13 5 (4.20%) HTML5
Miscellaneous
1 12 (10.08%) Algorithms
1 12 (10.08%) Data Structures
2 9 (7.56%) Analytical Skills
3 2 (1.68%) Enterprise Software
3 2 (1.68%) Mobile App
4 1 (0.84%) Blog
4 1 (0.84%) Greenfield Project
4 1 (0.84%) Mainframe
4 1 (0.84%) Self-Motivation
4 1 (0.84%) User Experience
Operating Systems
1 21 (17.65%) Unix
2 17 (14.29%) Linux
3 4 (3.36%) Ubuntu
4 2 (1.68%) Red Hat Enterprise Linux
4 2 (1.68%) Windows
5 1 (0.84%) AIX
5 1 (0.84%) Windows Server
Processes & Methodologies
1 89 (74.79%) Agile Software Development
2 64 (53.78%) DevOps
3 52 (43.70%) Continuous Integration
4 48 (40.34%) Software Engineering
5 46 (38.66%) TDD
6 38 (31.93%) Microservices
7 34 (28.57%) OO
8 25 (21.01%) Machine Learning
9 24 (20.17%) Mentoring
10 22 (18.49%) Coaching
11 19 (15.97%) Analytics
12 18 (15.13%) ETL
13 16 (13.45%) Use Case
14 15 (12.61%) Data Analysis
14 15 (12.61%) Data Engineering
14 15 (12.61%) Data Transformation
14 15 (12.61%) Test Automation
15 14 (11.76%) Data Integration
15 14 (11.76%) Data Reconciliation
16 13 (10.92%) BDD
Programming Languages
1 82 (68.91%) SQL
2 75 (63.03%) Java
3 46 (38.66%) Python
4 36 (30.25%) Scala
5 32 (26.89%) C#
6 28 (23.53%) JavaScript
7 21 (17.65%) Kotlin
8 16 (13.45%) C++
8 16 (13.45%) Java 8
9 11 (9.24%) PHP
10 5 (4.20%) Ruby
11 4 (3.36%) T-SQL
12 2 (1.68%) Go
13 1 (0.84%) Perl
13 1 (0.84%) PHP 7
13 1 (0.84%) PowerShell
13 1 (0.84%) R
Qualifications
1 9 (7.56%) Degree
2 4 (3.36%) Computer Science Degree
3 1 (0.84%) Security Cleared
Quality Assurance & Compliance
1 6 (5.04%) QA
2 2 (1.68%) Data Quality
3 1 (0.84%) SLA
System Software
1 24 (20.17%) Docker
2 15 (12.61%) HDFS
3 14 (11.76%) Apache Flume
4 4 (3.36%) Firmware
Systems Management
1 21 (17.65%) Ansible
1 21 (17.65%) Kubernetes
2 16 (13.45%) Opscode Chef
3 14 (11.76%) Oozie
4 2 (1.68%) Terraform
Vendors
1 16 (13.45%) Oracle
2 14 (11.76%) Cloudera
2 14 (11.76%) Hortonworks
3 8 (6.72%) Microsoft
4 2 (1.68%) Google
5 1 (0.84%) Adobe
5 1 (0.84%) IBM
5 1 (0.84%) Salesforce.com
5 1 (0.84%) Splunk
5 1 (0.84%) Tableau
5 1 (0.84%) Talend