Period
to 27 May 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 27 May 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
27 May 2018
Same period 2017 Same period 2016
Rank 38 35 83
Rank change year-on-year -3 +48 -18
Contract jobs citing NoSQL 139 117 69
As % of all contract IT jobs advertised in Leeds 5.46% 5.50% 2.37%
As % of the Database & Business Intelligence category 21.89% 20.10% 10.21%
Number of daily rates quoted 103 82 56
Leeds median daily rate £430 £414 £450
Median daily rate % change year-on-year +3.93% -8.06% +20.00%
10th Percentile £353 £349 £350
90th Percentile £588 £550 £663
West Yorkshire median daily rate £450 £420 £450
% change year-on-year +7.14% -6.67% +20.00%
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 635 582 676
As % of all contract IT jobs advertised in Leeds 24.95% 27.36% 23.24%
Number of daily rates quoted 457 383 478
Leeds median daily rate £400 £375 £380
Median daily rate % change year-on-year +6.67% -1.32% +8.57%
10th Percentile £300 £300 £293
90th Percentile £538 £510 £532
West Yorkshire median daily rate £400 £390 £375
% change year-on-year +2.56% +4.00% +7.14%
Number of hourly rates quoted 1 3 1
Leeds median hourly rate £10.00 £19.00 £16.09
Median hourly rate % change year-on-year -47.37% +18.09% -18.53%
West Yorkshire median hourly rate £21.75 £19.00 £21.00
% change year-on-year +14.47% -9.52% +13.51%

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 27 May 2018.

Contractor daily rate histogram for NoSQL in Leeds

For the 6 months to 27 May 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.

1 114 (82.01%) Java
2 97 (69.78%) Agile Software Development
3 94 (67.63%) SQL
4 84 (60.43%) TDD
5 78 (56.12%) Git (software)
6 73 (52.52%) Software Engineering
7 65 (46.76%) Microservices
8 56 (40.29%) Scrum
9 55 (39.57%) JavaScript
10 54 (38.85%) REST
11 53 (38.13%) Jenkins
12 51 (36.69%) Continuous Integration
13 49 (35.25%) Linux
14 48 (34.53%) MySQL
14 48 (34.53%) PostgreSQL
14 48 (34.53%) MongoDB
15 47 (33.81%) Spring
16 46 (33.09%) Kanban
16 46 (33.09%) Test Automation
17 45 (32.37%) Node.js
18 44 (31.65%) BDD
19 43 (30.94%) Open Source
20 36 (25.90%) JUnit
20 36 (25.90%) Mentoring
21 35 (25.18%) JIRA
22 34 (24.46%) Confluence
23 33 (23.74%) Slack
24 32 (23.02%) Cucumber
24 32 (23.02%) Red Hat Enterprise Linux
24 32 (23.02%) Kafka

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 34 (24.46%) Confluence
2 21 (15.11%) Apache
3 12 (8.63%) nginx
4 10 (7.19%) Apache Spark
5 6 (4.32%) Elasticsearch
5 6 (4.32%) Oracle SOA Suite
6 3 (2.16%) Tomcat
7 2 (1.44%) IIS
7 2 (1.44%) Jetty
7 2 (1.44%) Mongrel
7 2 (1.44%) WebSphere
8 1 (0.72%) Apache Solr
8 1 (0.72%) CMS
8 1 (0.72%) Sitecore CMS
Cloud Services
1 33 (23.74%) Slack
2 14 (10.07%) Amazon AWS
3 7 (5.04%) GitHub
4 3 (2.16%) Google Cloud Platform
5 2 (1.44%) Amazon EC2
5 2 (1.44%) Google App Engine
5 2 (1.44%) Microsoft Azure
6 1 (0.72%) Cloud Computing
6 1 (0.72%) npm
Communications & Networking
1 11 (7.91%) HTTP
2 3 (2.16%) AMQP
2 3 (2.16%) BIG-IP
2 3 (2.16%) Internet
3 2 (1.44%) DHCP
3 2 (1.44%) DNS
3 2 (1.44%) FTP
3 2 (1.44%) IPsec
3 2 (1.44%) SAN
3 2 (1.44%) SMS
3 2 (1.44%) SSL
3 2 (1.44%) TCP/IP
4 1 (0.72%) Firewall
Database & Business Intelligence
1 48 (34.53%) MongoDB
1 48 (34.53%) MySQL
1 48 (34.53%) PostgreSQL
2 30 (21.58%) Apache Cassandra
3 21 (15.11%) Apache Hive
4 19 (13.67%) Big Data
5 14 (10.07%) Relational Database
6 11 (7.91%) SQL Server
7 9 (6.47%) Hadoop
7 9 (6.47%) HBase
7 9 (6.47%) RDBMS
7 9 (6.47%) Redis
8 7 (5.04%) Impala
8 7 (5.04%) Sqoop
9 6 (4.32%) Informix
10 5 (3.60%) Data Warehouse
11 4 (2.88%) Couchbase
11 4 (2.88%) Riak
12 3 (2.16%) SQL Server 2008
13 2 (1.44%) Oracle Database
Development Applications
1 78 (56.12%) Git (software)
2 53 (38.13%) Jenkins
3 36 (25.90%) JUnit
4 35 (25.18%) JIRA
5 32 (23.02%) Cucumber
6 26 (18.71%) Jasmine
7 20 (14.39%) Mercurial
7 20 (14.39%) Subversion
8 12 (8.63%) Artifactory
9 7 (5.04%) Maven
10 4 (2.88%) Mockito
11 3 (2.16%) Flyway
12 2 (1.44%) Travis CI
13 1 (0.72%) Bower
13 1 (0.72%) GitLab
13 1 (0.72%) Grunt
13 1 (0.72%) gulp
13 1 (0.72%) Karma Test Runner
13 1 (0.72%) Octopus Deploy
13 1 (0.72%) Vagrant
General
1 6 (4.32%) Games
2 3 (2.16%) Banking
Job Titles
1 65 (46.76%) Developer
2 48 (34.53%) Java Developer
3 42 (30.22%) Software Engineer
4 22 (15.83%) Java Engineer
5 21 (15.11%) Java Software Engineer
6 15 (10.79%) Architect
7 13 (9.35%) JavaScript Engineer
8 12 (8.63%) Java Software Developer
9 11 (7.91%) Java Architect
9 11 (7.91%) Solutions Architect
10 10 (7.19%) Data Engineer
11 9 (6.47%) Java Solutions Architect
12 8 (5.76%) Software Developer
13 7 (5.04%) Python Developer
14 6 (4.32%) DBA
14 6 (4.32%) DevOps Engineer
15 5 (3.60%) AWS Engineer
15 5 (3.60%) AWS Software Engineer
15 5 (3.60%) Developer/Software Engineer
16 3 (2.16%) NoSQL Engineer
Libraries, Frameworks & Software Standards
1 54 (38.85%) REST
2 47 (33.81%) Spring
3 45 (32.37%) Node.js
4 32 (23.02%) Kafka
5 30 (21.58%) Spring Boot
6 27 (19.42%) RabbitMQ
7 25 (17.99%) ActiveMQ
8 22 (15.83%) Hibernate
9 15 (10.79%) HTML
10 12 (8.63%) HTML5
10 12 (8.63%) Spring Batch
10 12 (8.63%) Spring Security
11 11 (7.91%) AngularJS
12 10 (7.19%) Dropwizard
13 9 (6.47%) RESTful
14 8 (5.76%) .NET
14 8 (5.76%) CSS
14 8 (5.76%) XML
15 7 (5.04%) SOAP
15 7 (5.04%) Spark Streaming
Miscellaneous
1 8 (5.76%) Data Centre
2 5 (3.60%) Algorithms
2 5 (3.60%) Data Structures
3 3 (2.16%) Mobile App
4 2 (1.44%) Enterprise Software
4 2 (1.44%) Greenfield Project
5 1 (0.72%) Analytical Skills
5 1 (0.72%) Management Information System
5 1 (0.72%) User Experience
Operating Systems
1 49 (35.25%) Linux
2 32 (23.02%) Red Hat Enterprise Linux
3 4 (2.88%) Android
3 4 (2.88%) Apple iOS
4 1 (0.72%) Windows
Processes & Methodologies
1 97 (69.78%) Agile Software Development
2 84 (60.43%) TDD
3 73 (52.52%) Software Engineering
4 65 (46.76%) Microservices
5 56 (40.29%) Scrum
6 51 (36.69%) Continuous Integration
7 46 (33.09%) Kanban
7 46 (33.09%) Test Automation
8 44 (31.65%) BDD
9 43 (30.94%) Open Source
10 36 (25.90%) Mentoring
11 30 (21.58%) SFIA
12 28 (20.14%) Coaching
13 25 (17.99%) OO
14 22 (15.83%) Integration Testing
15 18 (12.95%) Continuous Delivery
16 16 (11.51%) DevOps
17 12 (8.63%) DSDM
17 12 (8.63%) RUP
17 12 (8.63%) SDLC
Programming Languages
1 114 (82.01%) Java
2 94 (67.63%) SQL
3 55 (39.57%) JavaScript
4 25 (17.99%) Python
5 14 (10.07%) Java 8
6 12 (8.63%) C#
7 10 (7.19%) Scala
8 7 (5.04%) Shell Script
9 6 (4.32%) C++
10 3 (2.16%) Kotlin
10 3 (2.16%) Perl
11 1 (0.72%) ES6
11 1 (0.72%) Groovy
11 1 (0.72%) PHP
11 1 (0.72%) T-SQL
Qualifications
1 13 (9.35%) Security Cleared
2 12 (8.63%) SC Cleared
3 1 (0.72%) Degree
Quality Assurance & Compliance
1 4 (2.88%) QA
2 3 (2.16%) PCI DSS
3 1 (0.72%) GCP
3 1 (0.72%) PMO
System Software
1 19 (13.67%) Docker
2 8 (5.76%) VMware Infrastructure
3 7 (5.04%) Apache Flume
4 6 (4.32%) VMware Server
5 3 (2.16%) Varnish
6 2 (1.44%) Xen
Systems Management
1 22 (15.83%) Puppet
2 13 (9.35%) Ansible
3 12 (8.63%) Grafana
3 12 (8.63%) Graylog
3 12 (8.63%) Terraform
4 4 (2.88%) Kubernetes
5 2 (1.44%) CA Wily
5 2 (1.44%) OpenView
6 1 (0.72%) Opscode Chef
Vendors
1 31 (22.30%) Red Hat
2 16 (11.51%) Oracle
3 8 (5.76%) VMware
4 7 (5.04%) Informatica
4 7 (5.04%) Talend
5 4 (2.88%) Splunk
6 3 (2.16%) CA
6 3 (2.16%) F5
6 3 (2.16%) Google
7 2 (1.44%) HP
7 2 (1.44%) Microsoft
7 2 (1.44%) Nimsoft
8 1 (0.72%) Salesforce.com
8 1 (0.72%) Sitecore
8 1 (0.72%) Twitter