Period
to 21 November 2019

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 21 November 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

NoSQL
England > Yorkshire
6 months to
21 Nov 2019
Same period 2018 Same period 2017
Rank 102 81 60
Rank change year-on-year -21 -21 +40
Contract jobs citing NoSQL 60 134 151
As % of all contract IT jobs advertised in Yorkshire 1.67% 2.70% 3.40%
As % of the Database & Business Intelligence category 8.77% 11.96% 15.31%
Number of daily rates quoted 47 98 149
Yorkshire median daily rate £475 £463 £425
Median daily rate % change year-on-year +2.70% +8.82% -
10th Percentile £408 £388 £375
90th Percentile £575 £600 £645
England median daily rate £525 £525 £500
% change year-on-year - +5.00% +5.26%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £28.25 £45.00 £45.00
% change year-on-year -37.22% - -25.31%

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 684 1,120 986
As % of all contract IT jobs advertised in Yorkshire 19.03% 22.55% 22.18%
Number of daily rates quoted 461 773 664
Yorkshire median daily rate £425 £408 £400
Median daily rate % change year-on-year +4.29% +1.88% +5.26%
10th Percentile £313 £291 £305
90th Percentile £550 £550 £538
England median daily rate £475 £475 £460
% change year-on-year - +3.26% +8.24%
Number of hourly rates quoted 17 28 8
Yorkshire median hourly rate £20.96 £17.66 £21.75
Median hourly rate % change year-on-year +18.67% -18.82% +52.63%
10th Percentile £14.32 £13.02 £11.75
90th Percentile £34.27 £34.13 £37.85
England median hourly rate £32.54 £35.00 £31.75
% change year-on-year -7.03% +10.24% +13.39%

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
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing NoSQL in Yorkshire.

Contractor daily rate trend for NoSQL in Yorkshire

NoSQL
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing NoSQL in Yorkshire over the 6 months to 21 November 2019.

Contractor daily rate histogram for NoSQL in Yorkshire

NoSQL
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the Yorkshire region over the 6 months to 21 November 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -20 51 £475 +2.70% 27
South Yorkshire -14 6 £500 +8.11% 8
North Yorkshire +7 2 - - 3
NoSQL
England

For the 6 months to 21 November 2019, IT contractor 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 contract job ads across the Yorkshire region with a requirement for NoSQL.

1 42 (70.00%) Microservices
2 33 (55.00%) Java
3 30 (50.00%) TDD
4 29 (48.33%) Agile Software Development
5 24 (40.00%) MongoDB
6 23 (38.33%) SQL
7 21 (35.00%) Scrum
8 20 (33.33%) AWS
8 20 (33.33%) Spring
9 19 (31.67%) Test Automation
9 19 (31.67%) Spring Boot
9 19 (31.67%) Docker
10 18 (30.00%) Continuous Integration
11 16 (26.67%) Kanban
11 16 (26.67%) RabbitMQ
11 16 (26.67%) Kafka
11 16 (26.67%) AngularJS
12 15 (25.00%) RESTful
12 15 (25.00%) C#
13 14 (23.33%) Finance
13 14 (23.33%) Azure
13 14 (23.33%) Software Testing
13 14 (23.33%) Problem-Solving
14 13 (21.67%) .NET Core
14 13 (21.67%) .NET
15 12 (20.00%) TeamCity
15 12 (20.00%) Octopus Deploy
16 11 (18.33%) Fund Management
17 10 (16.67%) React
18 9 (15.00%) Relational Database

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 7 (11.67%) Apache Spark
2 3 (5.00%) JBoss
2 3 (5.00%) Jetty
2 3 (5.00%) Tomcat
3 1 (1.67%) Elasticsearch
3 1 (1.67%) nginx
Cloud Services
1 20 (33.33%) AWS
2 14 (23.33%) Azure
3 5 (8.33%) GCP
4 3 (5.00%) Apigee
5 2 (3.33%) AWS Lambda
5 2 (3.33%) Google App Engine
5 2 (3.33%) Google Compute Engine
5 2 (3.33%) Serverless
6 1 (1.67%) Amazon EC2
6 1 (1.67%) Amazon S3
6 1 (1.67%) Power Platform
Communications & Networking
1 7 (11.67%) DNS
2 5 (8.33%) DHCP
2 5 (8.33%) FTP
2 5 (8.33%) HTTP
2 5 (8.33%) IPsec
2 5 (8.33%) SSL
2 5 (8.33%) TCP/IP
Database & Business Intelligence
1 24 (40.00%) MongoDB
2 9 (15.00%) Big Data
2 9 (15.00%) Relational Database
3 8 (13.33%) Hadoop
3 8 (13.33%) RDBMS
4 7 (11.67%) MySQL
5 4 (6.67%) Apache Hive
6 3 (5.00%) Apache Cassandra
6 3 (5.00%) Impala
7 2 (3.33%) BigQuery
7 2 (3.33%) Data Warehouse
7 2 (3.33%) HBase
7 2 (3.33%) SQL Server
8 1 (1.67%) Amazon DynamoDB
8 1 (1.67%) Enterprise Data Warehouse
8 1 (1.67%) KNIME
8 1 (1.67%) Qlik Sense
8 1 (1.67%) QlikView
8 1 (1.67%) Redis
8 1 (1.67%) Riak
Development Applications
1 12 (20.00%) Octopus Deploy
1 12 (20.00%) TeamCity
2 5 (8.33%) Jenkins
3 4 (6.67%) Travis CI
4 2 (3.33%) JUnit
4 2 (3.33%) Maven
4 2 (3.33%) Selenium
5 1 (1.67%) Appium
5 1 (1.67%) ERwin
5 1 (1.67%) Git (software)
5 1 (1.67%) Mercurial
5 1 (1.67%) ProC
5 1 (1.67%) Subversion
5 1 (1.67%) WebDriver
General
1 14 (23.33%) Finance
2 3 (5.00%) Public Sector
2 3 (5.00%) Retail
Job Titles
1 45 (75.00%) Developer
2 24 (40.00%) Java Developer
3 13 (21.67%) .NET Developer
4 8 (13.33%) Senior Developer
5 7 (11.67%) Full Stack Developer
6 6 (10.00%) Senior .NET Developer
6 6 (10.00%) Senior Full Stack Developer
6 6 (10.00%) Senior Manager
7 5 (8.33%) Architect
7 5 (8.33%) C# .NET Developer
7 5 (8.33%) C# Developer
8 4 (6.67%) Python Developer
8 4 (6.67%) Senior DevOps
9 3 (5.00%) Big Data Developer
9 3 (5.00%) Data Modeller
9 3 (5.00%) DevOps Engineer
9 3 (5.00%) Java Scala Developer
9 3 (5.00%) Node.js Developer
9 3 (5.00%) Scala Developer
9 3 (5.00%) Software Developer
Libraries, Frameworks & Software Standards
1 20 (33.33%) Spring
2 19 (31.67%) Spring Boot
3 16 (26.67%) AngularJS
3 16 (26.67%) Kafka
3 16 (26.67%) RabbitMQ
4 15 (25.00%) RESTful
5 13 (21.67%) .NET
5 13 (21.67%) .NET Core
6 10 (16.67%) React
7 6 (10.00%) ASP.NET
7 6 (10.00%) ASP.NET Core
7 6 (10.00%) Node.js
8 5 (8.33%) Angular 2
9 3 (5.00%) Hibernate
9 3 (5.00%) Web Services
10 2 (3.33%) ActiveMQ
10 2 (3.33%) J2EE
10 2 (3.33%) Vue.js
11 1 (1.67%) Apache Camel
11 1 (1.67%) Swagger
Miscellaneous
1 7 (11.67%) Analytical Skills
2 2 (3.33%) Cloud Native
3 1 (1.67%) Greenfield Project
3 1 (1.67%) NHS
Operating Systems
1 6 (10.00%) Linux
Processes & Methodologies
1 42 (70.00%) Microservices
2 30 (50.00%) TDD
3 29 (48.33%) Agile Software Development
4 21 (35.00%) Scrum
5 19 (31.67%) Test Automation
6 18 (30.00%) Continuous Integration
7 16 (26.67%) Kanban
8 14 (23.33%) Problem-Solving
8 14 (23.33%) Software Testing
9 11 (18.33%) Fund Management
10 9 (15.00%) OOP
11 8 (13.33%) Open Source
12 7 (11.67%) API Development
12 7 (11.67%) DevOps
12 7 (11.67%) OO
13 6 (10.00%) Analytical Thinking
13 6 (10.00%) BDD
13 6 (10.00%) Configuration Management
13 6 (10.00%) Web Development
14 5 (8.33%) Software Engineering
Programming Languages
1 33 (55.00%) Java
2 23 (38.33%) SQL
3 15 (25.00%) C#
4 9 (15.00%) Python
5 6 (10.00%) Scala
6 3 (5.00%) JavaScript
7 2 (3.33%) C++
7 2 (3.33%) Java 8
7 2 (3.33%) Ruby
8 1 (1.67%) Kotlin
Qualifications
1 4 (6.67%) BPSS Clearance
2 2 (3.33%) Security Cleared
3 1 (1.67%) Degree
Quality Assurance & Compliance
1 2 (3.33%) QA
2 1 (1.67%) Disclosure Scotland
System Software
1 19 (31.67%) Docker
2 6 (10.00%) Virtual Machines
Systems Management
1 9 (15.00%) Puppet
2 8 (13.33%) Opscode Chef
3 7 (11.67%) Ansible
4 3 (5.00%) Cobbler
4 3 (5.00%) Kubernetes
5 1 (1.67%) Grafana
Vendors
1 6 (10.00%) Microsoft
2 4 (6.67%) Google
3 3 (5.00%) Oracle
4 2 (3.33%) Informatica
5 1 (1.67%) Alteryx
5 1 (1.67%) Cloudera
5 1 (1.67%) Paxata
5 1 (1.67%) Splunk
5 1 (1.67%) Spotify