Period
to 16 July 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 16 July 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
16 Jul 2019
Same period 2018 Same period 2017
Rank 103 54 53
Rank change year-on-year -49 -1 +45
Contract jobs citing NoSQL 80 195 169
As % of all contract IT jobs advertised in Yorkshire 1.87% 3.88% 3.97%
As % of the Database & Business Intelligence category 9.22% 17.08% 17.00%
Number of daily rates quoted 63 137 132
Yorkshire median daily rate £490 £450 £420
Median daily rate % change year-on-year +8.89% +7.14% -6.67%
10th Percentile £388 £363 £349
90th Percentile £575 £588 £580
England median daily rate £525 £514 £475
% change year-on-year +2.19% +8.16% -
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £55.00 £45.00 £47.50
% change year-on-year +22.22% -5.26% +18.75%

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 868 1,142 994
As % of all contract IT jobs advertised in Yorkshire 20.24% 22.72% 23.37%
Number of daily rates quoted 579 804 641
Yorkshire median daily rate £425 £400 £380
Median daily rate % change year-on-year +6.25% +5.26% -
10th Percentile £305 £288 £288
90th Percentile £575 £538 £525
England median daily rate £485 £475 £450
% change year-on-year +2.00% +5.56% +5.88%
Number of hourly rates quoted 22 14 13
Yorkshire median hourly rate £20.33 £21.42 £19.00
Median hourly rate % change year-on-year -5.07% +12.71% +20.63%
10th Percentile £14.49 £16.48 £12.80
90th Percentile £28.73 £34.63 £34.85
England median hourly rate £35.00 £33.50 £30.50
% change year-on-year +4.48% +9.84% +7.02%

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 16 July 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 16 July 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 -22 72 £490 +12.00% 31
South Yorkshire -34 5 £450 - 9
North Yorkshire +7 2 - - 6
NoSQL
England

For the 6 months to 16 July 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 43 (53.75%) Hadoop
2 40 (50.00%) Agile Software Development
3 39 (48.75%) SQL
4 38 (47.50%) Java
4 38 (47.50%) Jenkins
5 37 (46.25%) TDD
6 35 (43.75%) Continuous Integration
6 35 (43.75%) Big Data
7 32 (40.00%) Apache Spark
8 31 (38.75%) Git (software)
8 31 (38.75%) Software Engineering
9 29 (36.25%) Microservices
10 28 (35.00%) RabbitMQ
11 25 (31.25%) Amazon AWS
11 25 (31.25%) PostgreSQL
12 24 (30.00%) Python
12 24 (30.00%) RDBMS
12 24 (30.00%) Apache Hive
12 24 (30.00%) Relational Database
13 23 (28.75%) MongoDB
13 23 (28.75%) Linux
14 22 (27.50%) Ansible
15 21 (26.25%) Elasticsearch
15 21 (26.25%) Kafka
16 20 (25.00%) Redis
16 20 (25.00%) nginx
17 19 (23.75%) Mercurial
17 19 (23.75%) Subversion
17 19 (23.75%) Spring
18 18 (22.50%) Riak

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 32 (40.00%) Apache Spark
2 21 (26.25%) Elasticsearch
3 20 (25.00%) nginx
4 10 (12.50%) Apache
5 4 (5.00%) JBoss
5 4 (5.00%) Tomcat
6 3 (3.75%) Jetty
7 2 (2.50%) CMS
7 2 (2.50%) Confluence
8 1 (1.25%) Apache Airflow
8 1 (1.25%) Kentico
8 1 (1.25%) Luigi
8 1 (1.25%) Oracle Workflow
8 1 (1.25%) WebLogic
Applications
1 2 (2.50%) Microsoft Office
Cloud Services
1 25 (31.25%) Amazon AWS
2 13 (16.25%) Microsoft Azure
3 9 (11.25%) Google Cloud Platform
4 3 (3.75%) Amazon EC2
4 3 (3.75%) Amazon EMR
4 3 (3.75%) AWS CloudFormation
4 3 (3.75%) Google App Engine
4 3 (3.75%) Google Compute Engine
4 3 (3.75%) Kong
5 2 (2.50%) Amazon ECS
5 2 (2.50%) Office 365
6 1 (1.25%) Amazon Kinesis
6 1 (1.25%) Apigee
6 1 (1.25%) Google Analytics
6 1 (1.25%) npm
6 1 (1.25%) NuGet
6 1 (1.25%) Power Platform
6 1 (1.25%) SaaS
6 1 (1.25%) Serverless
Communications & Networking
1 6 (7.50%) DNS
1 6 (7.50%) HTTP
1 6 (7.50%) SSL
1 6 (7.50%) TCP/IP
2 5 (6.25%) DHCP
2 5 (6.25%) FTP
2 5 (6.25%) IPsec
3 2 (2.50%) Firewall
Database & Business Intelligence
1 43 (53.75%) Hadoop
2 35 (43.75%) Big Data
3 25 (31.25%) PostgreSQL
4 24 (30.00%) Apache Hive
4 24 (30.00%) RDBMS
4 24 (30.00%) Relational Database
5 23 (28.75%) MongoDB
6 20 (25.00%) Redis
7 18 (22.50%) Riak
8 17 (21.25%) GIS
9 12 (15.00%) Apache Cassandra
10 11 (13.75%) HBase
11 10 (12.50%) CouchDB
11 10 (12.50%) MySQL
12 9 (11.25%) Data Warehouse
13 5 (6.25%) Data Lake
14 3 (3.75%) SQL Server
15 2 (2.50%) Amazon DynamoDB
15 2 (2.50%) BigQuery
15 2 (2.50%) Cosmos DB
Development Applications
1 38 (47.50%) Jenkins
2 31 (38.75%) Git (software)
3 19 (23.75%) Mercurial
3 19 (23.75%) Subversion
4 5 (6.25%) Maven
4 5 (6.25%) Travis CI
5 3 (3.75%) Artifactory
5 3 (3.75%) Cucumber
5 3 (3.75%) GitLab
5 3 (3.75%) gulp
5 3 (3.75%) JIRA
5 3 (3.75%) JUnit
5 3 (3.75%) Selenium
5 3 (3.75%) SonarQube
5 3 (3.75%) Sonatype Nexus
6 2 (2.50%) Bitbucket
6 2 (2.50%) git-flow
7 1 (1.25%) Ant
7 1 (1.25%) Sublime Text
7 1 (1.25%) webpack
General
1 2 (2.50%) Finance
1 2 (2.50%) Financial Institution
1 2 (2.50%) Retail
2 1 (1.25%) Banking
Job Titles
1 48 (60.00%) Developer
2 18 (22.50%) Java Developer
3 17 (21.25%) Python Developer
4 9 (11.25%) Architect
5 7 (8.75%) Cloud Architect
6 6 (7.50%) Big Data Engineer
6 6 (7.50%) DevOps Engineer
6 6 (7.50%) Ruby Developer
6 6 (7.50%) Security Architect
6 6 (7.50%) Software Engineer
7 4 (5.00%) Analyst
7 4 (5.00%) Big Data Developer
7 4 (5.00%) Data Analyst
7 4 (5.00%) Hadoop Engineer
7 4 (5.00%) Ruby Engineer
8 3 (3.75%) Big Data Software Engineer
8 3 (3.75%) Scala Developer
9 2 (2.50%) Backend Developer
9 2 (2.50%) Java Scala Developer
9 2 (2.50%) Python Engineer
Libraries, Frameworks & Software Standards
1 28 (35.00%) RabbitMQ
2 21 (26.25%) Kafka
3 19 (23.75%) Spring
4 15 (18.75%) Spring Boot
5 7 (8.75%) Hibernate
6 6 (7.50%) Web Services
7 5 (6.25%) J2EE
7 5 (6.25%) Node.js
8 3 (3.75%) Apache CXF
8 3 (3.75%) Dropwizard
8 3 (3.75%) Express
8 3 (3.75%) JAX-RS
8 3 (3.75%) JSON
8 3 (3.75%) Mongoose
8 3 (3.75%) REST
8 3 (3.75%) Sequelize
8 3 (3.75%) SOAP
8 3 (3.75%) XML
9 2 (2.50%) Java EE
9 2 (2.50%) Lambda Expressions
Miscellaneous
1 7 (8.75%) Analytical Skills
2 4 (5.00%) Cloud Native
2 4 (5.00%) Greenfield Project
2 4 (5.00%) Public Cloud
3 2 (2.50%) Enterprise Software
4 1 (1.25%) Algorithms
4 1 (1.25%) Data Structures
4 1 (1.25%) Management Information System
Operating Systems
1 23 (28.75%) Linux
2 10 (12.50%) Unix
3 3 (3.75%) Windows
4 1 (1.25%) Ubuntu
Processes & Methodologies
1 40 (50.00%) Agile Software Development
2 37 (46.25%) TDD
3 35 (43.75%) Continuous Integration
4 31 (38.75%) Software Engineering
5 29 (36.25%) Microservices
6 15 (18.75%) DevOps
7 14 (17.50%) OO
8 13 (16.25%) Scrum
9 12 (15.00%) BDD
9 12 (15.00%) Test Automation
10 11 (13.75%) OOP
11 8 (10.00%) Functional Programming
11 8 (10.00%) Kanban
11 8 (10.00%) Open Source
12 7 (8.75%) Migration
12 7 (8.75%) Problem-Solving
13 6 (7.50%) Configuration Management
14 5 (6.25%) Analytics
14 5 (6.25%) Software Testing
15 4 (5.00%) Security Architecture
Programming Languages
1 39 (48.75%) SQL
2 38 (47.50%) Java
3 24 (30.00%) Python
4 13 (16.25%) C#
4 13 (16.25%) Scala
5 12 (15.00%) Ruby
6 10 (12.50%) C++
7 7 (8.75%) JavaScript
8 2 (2.50%) HiveQL
9 1 (1.25%) Groovy
9 1 (1.25%) Java 8
9 1 (1.25%) Perl
9 1 (1.25%) TypeScript
Qualifications
1 5 (6.25%) Degree
2 2 (2.50%) BPSS Clearance
2 2 (2.50%) Computer Science Degree
2 2 (2.50%) Master's Degree
3 1 (1.25%) CISSP
3 1 (1.25%) GIAC
3 1 (1.25%) Security Cleared
Quality Assurance & Compliance
1 2 (2.50%) GDPR
1 2 (2.50%) ISO/IEC 27001
1 2 (2.50%) PCI DSS
2 1 (1.25%) QA
System Software
1 13 (16.25%) Docker
2 5 (6.25%) Virtual Machines
Systems Management
1 22 (27.50%) Ansible
2 9 (11.25%) Opscode Chef
2 9 (11.25%) Puppet
3 5 (6.25%) Terraform
4 3 (3.75%) Cobbler
4 3 (3.75%) Kubernetes
5 1 (1.25%) Grafana
5 1 (1.25%) Kibana
Vendors
1 10 (12.50%) Google
2 9 (11.25%) MapR
3 7 (8.75%) Microsoft
4 4 (5.00%) Oracle
5 1 (1.25%) Adobe
5 1 (1.25%) Alteryx
5 1 (1.25%) Informatica
5 1 (1.25%) Paxata
5 1 (1.25%) webMethods