Period
to 19 January 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 19 January 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
19 Jan 2019
Same period 2018 Same period 2017
Rank 77 65 82
Rank change year-on-year -12 +17 +22
Contract jobs citing NoSQL 135 140 133
As % of all contract IT jobs advertised in Yorkshire 2.80% 3.17% 2.71%
As % of the Database & Business Intelligence category 12.65% 15.07% 10.84%
Number of daily rates quoted 100 131 104
Yorkshire median daily rate £481 £430 £425
Median daily rate % change year-on-year +11.92% +1.18% -5.56%
10th Percentile £394 £375 £313
90th Percentile £600 £645 £559
England median daily rate £525 £500 £485
% change year-on-year +5.00% +3.09% -3.00%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £57.42 £45.00 £60.25
% change year-on-year +27.59% -25.31% +119.09%

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 1,067 929 1,227
As % of all contract IT jobs advertised in Yorkshire 22.10% 21.02% 24.99%
Number of daily rates quoted 741 622 824
Yorkshire median daily rate £415 £400 £375
Median daily rate % change year-on-year +3.75% +6.67% -
10th Percentile £305 £298 £280
90th Percentile £573 £538 £538
England median daily rate £484 £470 £430
% change year-on-year +2.98% +9.43% +1.06%
Number of hourly rates quoted 26 2 13
Yorkshire median hourly rate £16.74 £32.75 £24.00
Median hourly rate % change year-on-year -48.89% +36.46% +29.73%
10th Percentile £12.74 £23.03 £13.50
90th Percentile £23.05 £42.28 £31.50
England median hourly rate £35.00 £31.31 £27.50
% change year-on-year +11.79% +13.85% -8.33%

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 19 January 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 19 January 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 -15 112 £495 +15.12% 35
South Yorkshire -12 15 £463 +8.82% 13
North Yorkshire -1 1 - - 3
NoSQL
England

For the 6 months to 19 January 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 85 (62.96%) SQL
2 76 (56.30%) MongoDB
3 74 (54.81%) Java
4 73 (54.07%) Agile Software Development
5 70 (51.85%) Software Engineering
6 69 (51.11%) TDD
7 54 (40.00%) Git (software)
8 50 (37.04%) PostgreSQL
9 48 (35.56%) Linux
10 47 (34.81%) JavaScript
10 47 (34.81%) Python
11 44 (32.59%) Hadoop
12 43 (31.85%) Microservices
13 42 (31.11%) Continuous Integration
13 42 (31.11%) MySQL
14 39 (28.89%) Test Automation
14 39 (28.89%) Jenkins
15 34 (25.19%) Node.js
16 32 (23.70%) RabbitMQ
16 32 (23.70%) Mentoring
17 31 (22.96%) Apache Spark
17 31 (22.96%) BDD
18 30 (22.22%) nginx
18 30 (22.22%) Relational Database
18 30 (22.22%) DevOps
19 29 (21.48%) OO
20 28 (20.74%) Big Data
20 28 (20.74%) Ansible
20 28 (20.74%) Coaching
21 27 (20.00%) Elasticsearch

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 31 (22.96%) Apache Spark
2 30 (22.22%) nginx
3 27 (20.00%) Elasticsearch
4 24 (17.78%) Confluence
5 20 (14.81%) Apache
6 2 (1.48%) CMS
6 2 (1.48%) Oracle SOA Suite
6 2 (1.48%) Tomcat
6 2 (1.48%) WordPress
7 1 (0.74%) Oracle HTTP Server
7 1 (0.74%) WebLogic
7 1 (0.74%) WebLogic Portal
7 1 (0.74%) WebSphere
Applications
1 1 (0.74%) Microsoft Excel
Business Applications
1 1 (0.74%) Distributed Ledger
1 1 (0.74%) Oracle EBS
Cloud Services
1 23 (17.04%) Slack
2 21 (15.56%) Amazon AWS
3 9 (6.67%) Microsoft Azure
4 6 (4.44%) IaaS
4 6 (4.44%) PaaS
5 2 (1.48%) Google Analytics
6 1 (0.74%) Google Cloud Platform
Communications & Networking
1 13 (9.63%) HTTP
2 12 (8.89%) SSL
2 12 (8.89%) TCP/IP
3 10 (7.41%) DHCP
3 10 (7.41%) DNS
3 10 (7.41%) FTP
3 10 (7.41%) IPsec
4 7 (5.19%) SAN
5 4 (2.96%) NAS
6 3 (2.22%) FCoE
6 3 (2.22%) iSCSI
6 3 (2.22%) VSAN
7 2 (1.48%) WebEx
8 1 (0.74%) AMQP
Database & Business Intelligence
1 76 (56.30%) MongoDB
2 50 (37.04%) PostgreSQL
3 44 (32.59%) Hadoop
4 42 (31.11%) MySQL
5 30 (22.22%) Relational Database
6 28 (20.74%) Big Data
7 27 (20.00%) Redis
8 24 (17.78%) Apache Cassandra
9 23 (17.04%) RDBMS
10 21 (15.56%) Riak
11 20 (14.81%) CouchDB
11 20 (14.81%) GIS
12 17 (12.59%) Apache Hive
13 13 (9.63%) HBase
14 10 (7.41%) SQL Server
15 6 (4.44%) SQL Server Integration Services
15 6 (4.44%) SQL Server Reporting Services
16 5 (3.70%) Data Warehouse
16 5 (3.70%) SQL Server 2012
17 4 (2.96%) SQL Server 2016
Development Applications
1 54 (40.00%) Git (software)
2 39 (28.89%) Jenkins
3 26 (19.26%) Cucumber
3 26 (19.26%) JIRA
3 26 (19.26%) Mercurial
3 26 (19.26%) Subversion
4 10 (7.41%) Travis CI
5 6 (4.44%) Selenium
6 5 (3.70%) Gatling
7 4 (2.96%) Artifactory
7 4 (2.96%) IntelliJ
8 3 (2.22%) Jasmine
8 3 (2.22%) JMeter
8 3 (2.22%) Maven
8 3 (2.22%) NeoLoad
8 3 (2.22%) Vagrant
9 2 (1.48%) GitLab
9 2 (1.48%) gulp
9 2 (1.48%) SonarQube
9 2 (1.48%) Sonatype Nexus
General
1 8 (5.93%) Finance
2 2 (1.48%) Financial Institution
2 2 (1.48%) Retail
3 1 (0.74%) Banking
Job Titles
1 69 (51.11%) Developer
2 25 (18.52%) Software Engineer
3 23 (17.04%) Java Developer
4 21 (15.56%) Python Developer
5 16 (11.85%) DevOps Engineer
6 15 (11.11%) Data Engineer
7 11 (8.15%) Software Developer
8 6 (4.44%) JavaScript Developer
8 6 (4.44%) Scala Developer
8 6 (4.44%) Senior Developer
9 5 (3.70%) Java Engineer
9 5 (3.70%) Senior Data Engineer
10 4 (2.96%) Big Data Developer
10 4 (2.96%) Big Data Engineer
10 4 (2.96%) Developer in Test
10 4 (2.96%) Java Software Developer
10 4 (2.96%) React Developer
10 4 (2.96%) SQL Developer
10 4 (2.96%) SSIS Developer
11 3 (2.22%) Architect
Libraries, Frameworks & Software Standards
1 34 (25.19%) Node.js
2 32 (23.70%) RabbitMQ
3 21 (15.56%) REST
4 20 (14.81%) Kafka
5 19 (14.07%) Spring
6 16 (11.85%) Spring Boot
7 14 (10.37%) Hibernate
8 7 (5.19%) CSS
8 7 (5.19%) Django
9 6 (4.44%) HTML
9 6 (4.44%) J2EE
10 5 (3.70%) JSON
10 5 (3.70%) React
10 5 (3.70%) Redux
11 4 (2.96%) .NET
11 4 (2.96%) AngularJS
11 4 (2.96%) Express
11 4 (2.96%) HTML5
11 4 (2.96%) PySpark
11 4 (2.96%) XML
Miscellaneous
1 5 (3.70%) Analytical Skills
2 2 (1.48%) Data Centre
2 2 (1.48%) Greenfield Project
2 2 (1.48%) Mobile App
2 2 (1.48%) User Experience
3 1 (0.74%) Algorithms
3 1 (0.74%) Data Structures
3 1 (0.74%) iSeries
3 1 (0.74%) Mainframe
3 1 (0.74%) Management Information System
Operating Systems
1 48 (35.56%) Linux
2 22 (16.30%) Red Hat Enterprise Linux
3 11 (8.15%) Windows
4 6 (4.44%) Unix
5 2 (1.48%) AIX
5 2 (1.48%) Ubuntu
6 1 (0.74%) Android
6 1 (0.74%) Apple iOS
6 1 (0.74%) Data ONTAP
6 1 (0.74%) Oracle Linux
Processes & Methodologies
1 73 (54.07%) Agile Software Development
2 70 (51.85%) Software Engineering
3 69 (51.11%) TDD
4 43 (31.85%) Microservices
5 42 (31.11%) Continuous Integration
6 39 (28.89%) Test Automation
7 32 (23.70%) Mentoring
8 31 (22.96%) BDD
9 30 (22.22%) DevOps
10 29 (21.48%) OO
11 28 (20.74%) Coaching
12 22 (16.30%) SDLC
13 21 (15.56%) Open Source
14 17 (12.59%) OOP
15 12 (8.89%) Configuration Management
16 10 (7.41%) Data Engineering
16 10 (7.41%) Target Operating Model
16 10 (7.41%) Thought Leadership
16 10 (7.41%) Waterfall
17 9 (6.67%) Functional Programming
Programming Languages
1 85 (62.96%) SQL
2 74 (54.81%) Java
3 47 (34.81%) JavaScript
3 47 (34.81%) Python
4 18 (13.33%) Scala
5 15 (11.11%) C#
6 12 (8.89%) Java 8
7 10 (7.41%) C++
8 8 (5.93%) PowerShell
9 7 (5.19%) Ruby
10 5 (3.70%) Bash Shell
11 4 (2.96%) VBA
12 3 (2.22%) Perl
13 2 (1.48%) ES6
13 2 (1.48%) Groovy
13 2 (1.48%) Haskell
13 2 (1.48%) PHP
13 2 (1.48%) T-SQL
14 1 (0.74%) Kotlin
14 1 (0.74%) R
Qualifications
1 6 (4.44%) BPSS Clearance
1 6 (4.44%) SC Cleared
1 6 (4.44%) Security Cleared
2 1 (0.74%) Computer Science Degree
2 1 (0.74%) Degree
Quality Assurance & Compliance
1 11 (8.15%) QA
2 1 (0.74%) Data Quality
2 1 (0.74%) PCI DSS
System Software
1 12 (8.89%) Virtual Machines
2 11 (8.15%) Docker
3 3 (2.22%) VMware Infrastructure
4 1 (0.74%) HDFS
4 1 (0.74%) Oracle RAC
Systems Management
1 28 (20.74%) Ansible
2 17 (12.59%) Puppet
3 13 (9.63%) Opscode Chef
4 6 (4.44%) Grafana
5 4 (2.96%) NetBackup
6 3 (2.22%) Terraform
7 2 (1.48%) Graphite
7 2 (1.48%) Graylog
7 2 (1.48%) Kibana
7 2 (1.48%) Kubernetes
8 1 (0.74%) Cobbler
8 1 (0.74%) Data Guard
8 1 (0.74%) Failover Clustering
8 1 (0.74%) Oracle RMAN
Vendors
1 22 (16.30%) Oracle
2 11 (8.15%) MapR
3 10 (7.41%) Cloudera
3 10 (7.41%) Google
3 10 (7.41%) Hortonworks
4 8 (5.93%) IBM
5 7 (5.19%) EMC
5 7 (5.19%) NetApp
5 7 (5.19%) VMware
6 6 (4.44%) Cisco
7 3 (2.22%) Microsoft
7 3 (2.22%) Veritas
8 2 (1.48%) Adobe
8 2 (1.48%) Red Hat
9 1 (0.74%) Atlassian
9 1 (0.74%) Informatica
9 1 (0.74%) RedGate
9 1 (0.74%) Tableau
9 1 (0.74%) Teradata
9 1 (0.74%) TIBCO