Period
to 21 February 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 February 2018 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
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 39 57 68
Rank change year-on-year +18 +11 -8
Contract jobs citing NoSQL 118 83 77
As % of all contract IT jobs advertised in Leeds 4.98% 3.67% 2.62%
As % of the Database & Business Intelligence category 19.90% 13.97% 11.08%
Number of daily rates quoted 103 62 60
Leeds median daily rate £425 £420 £450
Median daily rate % change year-on-year +1.19% -6.67% +24.14%
10th Percentile £363 £313 £319
90th Percentile £585 £550 £675
West Yorkshire median daily rate £430 £420 £450
% change year-on-year +2.38% -6.67% +24.14%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - - -

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 593 594 695
As % of all contract IT jobs advertised in Leeds 25.02% 26.29% 23.64%
Number of daily rates quoted 426 392 477
Leeds median daily rate £390 £380 £380
Median daily rate % change year-on-year +2.63% - +12.59%
10th Percentile £275 £300 £285
90th Percentile £538 £537 £555
West Yorkshire median daily rate £390 £375 £375
% change year-on-year +4.00% - +7.14%
Number of hourly rates quoted 0 3 0
Leeds median hourly rate - £19.00 -
West Yorkshire median hourly rate - £19.00 £19.50
% change year-on-year - -2.56% +9.09%

NoSQL
Job Vacancy Trend in Leeds

Job postings citing NoSQL as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for NoSQL in Leeds

NoSQL
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for NoSQL in Leeds

NoSQL
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing NoSQL in Leeds over the 6 months to 21 February 2018.

Contractor daily rate histogram for NoSQL in Leeds

For the 6 months to 21 February 2018, 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 Leeds region with a requirement for NoSQL.

1 91 (77.12%) Java
2 88 (74.58%) SQL
3 83 (70.34%) Agile Software Development
4 70 (59.32%) Git (software)
4 70 (59.32%) MongoDB
5 66 (55.93%) TDD
6 65 (55.08%) JavaScript
6 65 (55.08%) Test Automation
7 58 (49.15%) Software Engineering
8 49 (41.53%) BDD
8 49 (41.53%) Node.js
8 49 (41.53%) Microservices
9 48 (40.68%) Scrum
10 45 (38.14%) MySQL
11 43 (36.44%) PostgreSQL
12 41 (34.75%) Spring
12 41 (34.75%) Linux
12 41 (34.75%) REST
13 40 (33.90%) Open Source
14 39 (33.05%) Jenkins
15 38 (32.20%) Cucumber
16 36 (30.51%) Kanban
16 36 (30.51%) JIRA
17 35 (29.66%) Confluence
18 34 (28.81%) SFIA
18 34 (28.81%) Slack
19 33 (27.97%) Apache Cassandra
20 32 (27.12%) Red Hat Enterprise Linux
21 30 (25.42%) Continuous Integration
21 30 (25.42%) JUnit

NoSQL
Co-occurring IT Skills in Leeds 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 35 (29.66%) Confluence
2 12 (10.17%) Elasticsearch
3 10 (8.47%) Apache
4 7 (5.93%) Apache Solr
4 7 (5.93%) CMS
4 7 (5.93%) nginx
4 7 (5.93%) Sitecore CMS
5 6 (5.08%) Tomcat
6 4 (3.39%) Apache Spark
6 4 (3.39%) JBoss
6 4 (3.39%) Jetty
6 4 (3.39%) Tornado
6 4 (3.39%) WebLogic
7 2 (1.69%) Oracle SOA Suite
8 1 (0.85%) Jupyter
Cloud Services
1 34 (28.81%) Slack
2 10 (8.47%) Amazon AWS
3 2 (1.69%) Microsoft Azure
Communications & Networking
1 7 (5.93%) AMQP
2 3 (2.54%) BIG-IP
2 3 (2.54%) Internet
3 2 (1.69%) HTTP
3 2 (1.69%) SAN
Database & Business Intelligence
1 70 (59.32%) MongoDB
2 45 (38.14%) MySQL
3 43 (36.44%) PostgreSQL
4 33 (27.97%) Apache Cassandra
5 14 (11.86%) SQL Server
6 12 (10.17%) Relational Database
7 10 (8.47%) Redis
8 9 (7.63%) Apache Hive
9 7 (5.93%) Couchbase
9 7 (5.93%) Hadoop
9 7 (5.93%) Riak
10 6 (5.08%) Big Data
10 6 (5.08%) Informix
11 5 (4.24%) RDBMS
12 4 (3.39%) Data Warehouse
13 2 (1.69%) HBase
13 2 (1.69%) Oracle Database
14 1 (0.85%) Impala
14 1 (0.85%) SQL Server Integration Services
Development Applications
1 70 (59.32%) Git (software)
2 39 (33.05%) Jenkins
3 38 (32.20%) Cucumber
4 36 (30.51%) JIRA
5 30 (25.42%) JUnit
6 29 (24.58%) Subversion
7 28 (23.73%) Mercurial
8 25 (21.19%) Jasmine
9 24 (20.34%) Maven
10 6 (5.08%) Artifactory
11 5 (4.24%) Vagrant
12 4 (3.39%) FitNesse
12 4 (3.39%) JBehave
12 4 (3.39%) Selenium
13 3 (2.54%) Flyway
13 3 (2.54%) Mockito
14 2 (1.69%) Eclipse
14 2 (1.69%) Hudson
15 1 (0.85%) git-flow
15 1 (0.85%) IntelliJ
General
1 8 (6.78%) Banking
2 6 (5.08%) Games
3 5 (4.24%) Retail Banking
4 1 (0.85%) Finance
Job Titles
1 58 (49.15%) Developer
2 40 (33.90%) Java Developer
3 39 (33.05%) Software Engineer
4 27 (22.88%) Java Engineer
4 27 (22.88%) Java Software Engineer
5 13 (11.02%) Java Software Developer
6 11 (9.32%) JavaScript Engineer
7 9 (7.63%) Developer/Software Engineer
8 8 (6.78%) Architect
9 7 (5.93%) .NET Developer
9 7 (5.93%) Agile Developer
9 7 (5.93%) Data Engineer
9 7 (5.93%) Full Stack Developer
10 6 (5.08%) Agile Java Developer
10 6 (5.08%) C# .NET Developer
10 6 (5.08%) C# Developer
10 6 (5.08%) DBA
10 6 (5.08%) Software Developer
11 5 (4.24%) JavaScript Developer
11 5 (4.24%) Solutions Architect
Libraries, Frameworks & Software Standards
1 49 (41.53%) Node.js
2 41 (34.75%) REST
2 41 (34.75%) Spring
3 26 (22.03%) Hibernate
4 19 (16.10%) RabbitMQ
5 17 (14.41%) Kafka
5 17 (14.41%) Spring Boot
6 16 (13.56%) ActiveMQ
7 9 (7.63%) .NET
7 9 (7.63%) AngularJS
8 8 (6.78%) Ajax
8 8 (6.78%) ASP.NET Web API
8 8 (6.78%) jQuery
9 7 (5.93%) ASP.NET
9 7 (5.93%) ASP.NET MVC
9 7 (5.93%) HTML
9 7 (5.93%) KnockoutJS
10 6 (5.08%) Apache Camel
10 6 (5.08%) JMS
10 6 (5.08%) Spring Batch
Miscellaneous
1 18 (15.25%) Algorithms
1 18 (15.25%) Data Structures
2 8 (6.78%) Data Centre
3 7 (5.93%) Analytical Skills
4 6 (5.08%) User Experience
5 2 (1.69%) Greenfield Project
5 2 (1.69%) Mobile App
6 1 (0.85%) Enterprise Software
6 1 (0.85%) Mobile Banking
6 1 (0.85%) Video\Live Streaming
Operating Systems
1 41 (34.75%) Linux
2 32 (27.12%) Red Hat Enterprise Linux
3 4 (3.39%) Unix
4 3 (2.54%) Android
4 3 (2.54%) Apple iOS
5 1 (0.85%) CentOS
5 1 (0.85%) Ubuntu
5 1 (0.85%) Windows
Processes & Methodologies
1 83 (70.34%) Agile Software Development
2 66 (55.93%) TDD
3 65 (55.08%) Test Automation
4 58 (49.15%) Software Engineering
5 49 (41.53%) BDD
5 49 (41.53%) Microservices
6 48 (40.68%) Scrum
7 40 (33.90%) Open Source
8 36 (30.51%) Kanban
9 34 (28.81%) SFIA
10 30 (25.42%) Continuous Integration
11 29 (24.58%) OO
12 27 (22.88%) Mentoring
13 24 (20.34%) Coaching
14 21 (17.80%) Integration Testing
15 17 (14.41%) SDLC
16 14 (11.86%) Continuous Delivery
17 13 (11.02%) DSDM
17 13 (11.02%) RUP
18 12 (10.17%) Continuous Improvement
Programming Languages
1 91 (77.12%) Java
2 88 (74.58%) SQL
3 65 (55.08%) JavaScript
4 19 (16.10%) Python
5 12 (10.17%) C#
6 7 (5.93%) T-SQL
7 4 (3.39%) Bash Shell
7 4 (3.39%) Ruby
7 4 (3.39%) Shell Script
8 3 (2.54%) C++
8 3 (2.54%) Kotlin
8 3 (2.54%) PL/SQL
9 2 (1.69%) Perl
9 2 (1.69%) Scala
10 1 (0.85%) ES6
10 1 (0.85%) PHP
Qualifications
1 6 (5.08%) BPSS Clearance
2 1 (0.85%) Degree
Quality Assurance & Compliance
1 9 (7.63%) QA
2 2 (1.69%) PCI DSS
3 1 (0.85%) PMO
System Software
1 17 (14.41%) Docker
2 3 (2.54%) Varnish
3 2 (1.69%) VMware Infrastructure
3 2 (1.69%) VMware Server
4 1 (0.85%) Apache Flume
4 1 (0.85%) VMware ESXi
Systems Management
1 18 (15.25%) Puppet
2 8 (6.78%) Ansible
3 7 (5.93%) Terraform
4 6 (5.08%) Grafana
4 6 (5.08%) Graylog
4 6 (5.08%) Kubernetes
5 5 (4.24%) Opscode Chef
6 1 (0.85%) CA Wily
6 1 (0.85%) Icinga
6 1 (0.85%) Nagios
6 1 (0.85%) OpenView
6 1 (0.85%) Packer
6 1 (0.85%) Prometheus
6 1 (0.85%) Rancher
Vendors
1 27 (22.88%) Red Hat
2 19 (16.10%) Oracle
3 7 (5.93%) Sitecore
4 4 (3.39%) Splunk
5 3 (2.54%) F5
5 3 (2.54%) Informatica
5 3 (2.54%) VMware
6 2 (1.69%) CA
7 1 (0.85%) HP
7 1 (0.85%) Nimsoft
7 1 (0.85%) Salesforce.com