Period
to 16 October 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 October 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
England > East of England
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 163 167 133
Rank change year-on-year +4 -34 +24
Contract jobs citing NoSQL 47 46 55
As % of all contract IT jobs advertised in the East of England 0.92% 0.91% 1.13%
As % of the Database & Business Intelligence category 5.05% 4.83% 4.84%
Number of daily rates quoted 26 28 38
East of England median daily rate £500 £425 £425
Median daily rate % change year-on-year +17.65% - +3.66%
10th Percentile £413 £263 £251
90th Percentile £638 £575 £538
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -
Number of hourly rates quoted 0 3 0
East of England median hourly rate - £37.00 -
England median hourly rate £52.42 £37.00 £42.50
% change year-on-year +41.67% -12.94% -15.00%

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 the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Contract vacancies with a requirement for database or business intelligence skills 930 953 1,137
As % of all contract IT jobs advertised in the East of England 18.25% 18.93% 23.39%
Number of daily rates quoted 582 546 687
East of England median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +1.35%
10th Percentile £306 £276 £230
90th Percentile £575 £566 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 16 18 41
East of England median hourly rate £25.00 £31.50 £36.00
Median hourly rate % change year-on-year -20.63% -12.50% +14.21%
10th Percentile £13.84 £16.03 £26.25
90th Percentile £39.38 £40.00 £45.75
England median hourly rate £32.24 £30.50 £28.50
% change year-on-year +5.70% +7.02% +3.64%

NoSQL
Job Vacancy Trend in the East of England

Job postings citing NoSQL as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for NoSQL in the East of England

NoSQL
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for NoSQL in the East of England

NoSQL
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing NoSQL in the East of England over the 6 months to 16 October 2018.

Contractor daily rate histogram for NoSQL in the East of England

NoSQL
Contractor Hourly Rate Trend in the East of England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing NoSQL in the East of England.

Contractor hourly rate trend for NoSQL in the East of England

NoSQL
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the East of England region over the 6 months to 16 October 2018. 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
Cambridgeshire +9 19 £550 - 26
Essex -6 11 £513 +7.89% 6
Bedfordshire +9 7 £550 - 3
Hertfordshire -11 5 £450 +5.88% 11
Suffolk -12 2 £475 +5.56% 4
Norfolk +11 1 £405 +5.19% 2
NoSQL
England

For the 6 months to 16 October 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 East of England region with a requirement for NoSQL.

1 32 (68.09%) Agile Software Development
2 31 (65.96%) SQL
3 25 (53.19%) Hadoop
4 24 (51.06%) Java
4 24 (51.06%) Web Services
5 19 (40.43%) Analytics
6 18 (38.30%) Analytical Skills
7 17 (36.17%) Amazon AWS
8 15 (31.91%) Scala
8 15 (31.91%) Git (software)
8 15 (31.91%) Big Data
8 15 (31.91%) Business Intelligence
9 14 (29.79%) Linux
9 14 (29.79%) JavaScript
9 14 (29.79%) Spring
9 14 (29.79%) REST
10 13 (27.66%) SOAP
10 13 (27.66%) Python
10 13 (27.66%) Microservices
11 12 (25.53%) ETL
11 12 (25.53%) Amazon Redshift
12 11 (23.40%) AngularJS
12 11 (23.40%) Amazon EMR
12 11 (23.40%) Windows
12 11 (23.40%) Apache Spark
13 10 (21.28%) Problem-Solving
13 10 (21.28%) XML
13 10 (21.28%) CSS
13 10 (21.28%) HTML
13 10 (21.28%) PostgreSQL

NoSQL
Co-occurring IT Skills in the East of England 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 11 (23.40%) Apache Spark
2 7 (14.89%) Cloud Foundry
3 6 (12.77%) Adobe Experience Manager
3 6 (12.77%) WebSphere
4 5 (10.64%) Confluence
5 4 (8.51%) Apache Airflow
5 4 (8.51%) Luigi
5 4 (8.51%) Oracle Workflow
6 3 (6.38%) Apache
6 3 (6.38%) Elasticsearch
6 3 (6.38%) Oracle SOA Suite
7 2 (4.26%) JBoss
7 2 (4.26%) nginx
7 2 (4.26%) Tomcat
7 2 (4.26%) WebLogic
8 1 (2.13%) Apache Pig
8 1 (2.13%) OpenStack
8 1 (2.13%) SAS
8 1 (2.13%) SharePoint
Applications
1 3 (6.38%) Microsoft Excel
2 1 (2.13%) SPSS
Business Applications
1 1 (2.13%) Oracle BPM
1 1 (2.13%) SAP MDG
1 1 (2.13%) SAP MDM
Cloud Services
1 17 (36.17%) Amazon AWS
2 11 (23.40%) Amazon EMR
3 7 (14.89%) Amazon Kinesis
4 6 (12.77%) Amazon EC2
4 6 (12.77%) Microsoft Azure
5 4 (8.51%) Amazon S3
5 4 (8.51%) Cloud Computing
6 3 (6.38%) GitHub
7 2 (4.26%) Google Analytics
7 2 (4.26%) Google Cloud Platform
8 1 (2.13%) Azure Functions
8 1 (2.13%) Serverless
Communications & Networking
1 4 (8.51%) HTTP
1 4 (8.51%) SSL
1 4 (8.51%) TCP/IP
2 2 (4.26%) DNS
Database & Business Intelligence
1 25 (53.19%) Hadoop
2 15 (31.91%) Big Data
3 12 (25.53%) Amazon Redshift
4 10 (21.28%) PostgreSQL
4 10 (21.28%) Relational Database
5 9 (19.15%) Apache Cassandra
5 9 (19.15%) Data Warehouse
5 9 (19.15%) MySQL
5 9 (19.15%) SQL Server
6 8 (17.02%) Apache Hive
6 8 (17.02%) MongoDB
7 7 (14.89%) Amazon Athena
7 7 (14.89%) Amazon Aurora
8 6 (12.77%) Amazon RDS
9 5 (10.64%) OLAP
9 5 (10.64%) SQL Server Integration Services
10 3 (6.38%) Spotfire
10 3 (6.38%) SQL Server Analysis Services
10 3 (6.38%) SQL Server Reporting Services
11 2 (4.26%) HBase
Development Applications
1 15 (31.91%) Git (software)
2 9 (19.15%) Cucumber
2 9 (19.15%) Jenkins
3 8 (17.02%) Ant
3 8 (17.02%) Eclipse
3 8 (17.02%) JUnit
3 8 (17.02%) Selenium
4 6 (12.77%) AccuRev
4 6 (12.77%) Gradle
4 6 (12.77%) JIRA
4 6 (12.77%) Maven
4 6 (12.77%) Subversion
5 5 (10.64%) GitLab
6 4 (8.51%) SoapUI
7 2 (4.26%) Gatling
7 2 (4.26%) Grunt
7 2 (4.26%) IntelliJ
7 2 (4.26%) Karma Test Runner
7 2 (4.26%) Sublime Text
7 2 (4.26%) TeamCity
General
1 7 (14.89%) Marketing
1 7 (14.89%) Publishing
2 6 (12.77%) Pharmaceutical
3 3 (6.38%) Finance
4 2 (4.26%) Legal
4 2 (4.26%) Manufacturing
Job Titles
1 23 (48.94%) Developer
2 10 (21.28%) Java Developer
3 9 (19.15%) Data Engineer
4 7 (14.89%) Architect
5 6 (12.77%) Scala Developer
6 5 (10.64%) AWS Engineer
6 5 (10.64%) Big Data Engineer
6 5 (10.64%) Data Architect
7 3 (6.38%) Business Intelligence Lead
7 3 (6.38%) Team Leader
8 2 (4.26%) Agile Developer
8 2 (4.26%) Agile Java Developer
8 2 (4.26%) Business Intelligence Developer
8 2 (4.26%) ETL Developer
8 2 (4.26%) Lead Developer
8 2 (4.26%) Senior Data Engineer
8 2 (4.26%) Senior Developer
8 2 (4.26%) Senior Java Developer
8 2 (4.26%) Site Engineer
8 2 (4.26%) Software Engineer
Libraries, Frameworks & Software Standards
1 24 (51.06%) Web Services
2 14 (29.79%) REST
2 14 (29.79%) Spring
3 13 (27.66%) SOAP
4 11 (23.40%) AngularJS
5 10 (21.28%) CSS
5 10 (21.28%) HTML
5 10 (21.28%) XML
6 9 (19.15%) RESTful
7 7 (14.89%) Spring Boot
7 7 (14.89%) Twitter Bootstrap
8 6 (12.77%) Apache Camel
8 6 (12.77%) EclipseLink
8 6 (12.77%) JAX-RS
8 6 (12.77%) JAX-WS
8 6 (12.77%) JPA
8 6 (12.77%) jQuery
8 6 (12.77%) JSR 170
8 6 (12.77%) OSGi
8 6 (12.77%) Spring MVC
Miscellaneous
1 18 (38.30%) Analytical Skills
2 7 (14.89%) Computer Science
3 5 (10.64%) Replication
4 4 (8.51%) Clustering
5 2 (4.26%) Data Centre
5 2 (4.26%) Data Structures
6 1 (2.13%) Greenfield Project
6 1 (2.13%) Public Cloud
6 1 (2.13%) Social Media
6 1 (2.13%) Taxonomies
6 1 (2.13%) Virtual Team
Operating Systems
1 14 (29.79%) Linux
2 11 (23.40%) Windows
3 9 (19.15%) Unix
4 6 (12.77%) Solaris
5 2 (4.26%) Ubuntu
5 2 (4.26%) Windows Server
6 1 (2.13%) Android
6 1 (2.13%) Apple iOS
Processes & Methodologies
1 32 (68.09%) Agile Software Development
2 19 (40.43%) Analytics
3 15 (31.91%) Business Intelligence
4 13 (27.66%) Microservices
5 12 (25.53%) ETL
6 10 (21.28%) Problem-Solving
7 9 (19.15%) Data Science
7 9 (19.15%) OO
7 9 (19.15%) TDD
8 8 (17.02%) Data Modelling
8 8 (17.02%) Information Architecture
8 8 (17.02%) MVC
8 8 (17.02%) Visualisation
9 7 (14.89%) Continuous Integration
9 7 (14.89%) Scrum
10 6 (12.77%) BDD
10 6 (12.77%) Data Integration
10 6 (12.77%) User Stories
11 5 (10.64%) Predictive Modelling
11 5 (10.64%) Release Management
Programming Languages
1 31 (65.96%) SQL
2 24 (51.06%) Java
3 15 (31.91%) Scala
4 14 (29.79%) JavaScript
5 13 (27.66%) Python
6 9 (19.15%) C#
7 5 (10.64%) C++
7 5 (10.64%) Java 8
8 4 (8.51%) Perl
8 4 (8.51%) Ruby
9 3 (6.38%) Go
10 2 (4.26%) Groovy
10 2 (4.26%) Haskell
10 2 (4.26%) PHP
10 2 (4.26%) PowerShell
10 2 (4.26%) T-SQL
10 2 (4.26%) VBA
11 1 (2.13%) PL/SQL
11 1 (2.13%) R
11 1 (2.13%) TypeScript
Qualifications
1 1 (2.13%) Computer Science Degree
1 1 (2.13%) Degree
Quality Assurance & Compliance
1 4 (8.51%) Data Quality
2 1 (2.13%) PMO
2 1 (2.13%) QA
System Software
1 5 (10.64%) Docker
2 4 (8.51%) Active Directory
3 1 (2.13%) Apache Flume
3 1 (2.13%) Apache ZooKeeper
Systems Management
1 3 (6.38%) Kibana
1 3 (6.38%) Puppet
2 2 (4.26%) Grafana
2 2 (4.26%) Opscode Chef
3 1 (2.13%) Ansible
3 1 (2.13%) Galera Cluster
3 1 (2.13%) Hadoop YARN
3 1 (2.13%) Kubernetes
3 1 (2.13%) Mesos
3 1 (2.13%) Oozie
Vendors
1 9 (19.15%) Oracle
2 8 (17.02%) Adobe
2 8 (17.02%) Talend
3 7 (14.89%) IBM
3 7 (14.89%) Microsoft
4 6 (12.77%) MicroStrategy
5 4 (8.51%) Google
6 3 (6.38%) Informatica
6 3 (6.38%) Tableau
7 2 (4.26%) Databricks
7 2 (4.26%) New Relic
7 2 (4.26%) webMethods
8 1 (2.13%) Cisco
8 1 (2.13%) Cloudera
8 1 (2.13%) Facebook
8 1 (2.13%) Hortonworks
8 1 (2.13%) Hyperion
8 1 (2.13%) SAP
8 1 (2.13%) Twitter
8 1 (2.13%) WorldPay