Period
to 15 July 2019

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 15 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 > East of England
6 months to
15 Jul 2019
Same period 2018 Same period 2017
Rank 134 138 161
Rank change year-on-year +4 +23 +6
Contract jobs citing NoSQL 49 59 46
As % of all contract IT jobs advertised in the East of England 1.14% 1.25% 0.98%
As % of the Database & Business Intelligence category 5.57% 6.51% 5.04%
Number of daily rates quoted 25 40 33
East of England median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +6.18%
10th Percentile £349 £323 £263
90th Percentile £675 £589 £575
England median daily rate £525 £513 £475
% change year-on-year +2.44% +7.89% -
Number of hourly rates quoted 0 0 2
East of England median hourly rate - - £37.00
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 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 880 906 913
As % of all contract IT jobs advertised in the East of England 20.54% 19.24% 19.51%
Number of daily rates quoted 532 571 530
East of England median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +2.56%
10th Percentile £331 £288 £265
90th Percentile £618 £563 £565
England median daily rate £485 £475 £450
% change year-on-year +2.11% +5.56% +5.88%
Number of hourly rates quoted 18 27 17
East of England median hourly rate £30.00 £26.00 £31.50
Median hourly rate % change year-on-year +15.38% -17.46% -8.70%
10th Percentile £14.18 £13.61 £15.32
90th Percentile £58.63 £48.60 £42.05
England median hourly rate £35.00 £33.50 £31.00
% change year-on-year +4.48% +8.06% +8.77%

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 15 July 2019.

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 15 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
Cambridgeshire -6 21 £428 -5.00% 23
Hertfordshire +15 19 £463 +8.82% 11
Bedfordshire 0 4 £650 +36.84% 3
Essex -12 4 £525 +5.53% 3
Suffolk +13 1 £463 +5.71% 5
NoSQL
England

For the 6 months to 15 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 East of England region with a requirement for NoSQL.

1 30 (61.22%) Java
2 27 (55.10%) Agile Software Development
3 26 (53.06%) Git (software)
4 24 (48.98%) SQL
5 22 (44.90%) Amazon AWS
6 19 (38.78%) JavaScript
6 19 (38.78%) Python
6 19 (38.78%) Continuous Integration
7 18 (36.73%) MongoDB
7 18 (36.73%) Jenkins
8 16 (32.65%) Data Modelling
8 16 (32.65%) Serverless
9 15 (30.61%) TDD
9 15 (30.61%) PostgreSQL
9 15 (30.61%) Scrum
9 15 (30.61%) Microsoft Azure
10 14 (28.57%) Docker
10 14 (28.57%) DevOps
10 14 (28.57%) Google Cloud Platform
11 13 (26.53%) Microservices
11 13 (26.53%) Apache Spark
11 13 (26.53%) Scala
11 13 (26.53%) HTML
12 12 (24.49%) MySQL
12 12 (24.49%) CSS
12 12 (24.49%) REST
13 11 (22.45%) Test Automation
13 11 (22.45%) RESTful
13 11 (22.45%) Amazon Redshift
13 11 (22.45%) Analytics

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 13 (26.53%) Apache Spark
2 8 (16.33%) Apache Solr
3 7 (14.29%) Elasticsearch
4 4 (8.16%) Adobe Experience Manager
4 4 (8.16%) CoreMedia CMS
4 4 (8.16%) WebSphere
5 2 (4.08%) Apache Airflow
5 2 (4.08%) SAS
6 1 (2.04%) Anypoint
6 1 (2.04%) Camunda
6 1 (2.04%) Mule
6 1 (2.04%) SharePoint
Business Applications
1 4 (8.16%) Fredhopper
1 4 (8.16%) Magento
1 4 (8.16%) SAP Hybris
2 2 (4.08%) Payment Gateway
3 1 (2.04%) SAP ERP
Cloud Services
1 22 (44.90%) Amazon AWS
2 16 (32.65%) Serverless
3 15 (30.61%) Microsoft Azure
4 14 (28.57%) Google Cloud Platform
5 11 (22.45%) AWS Lambda
6 10 (20.41%) Amazon EMR
7 8 (16.33%) Amazon SQS
8 7 (14.29%) Amazon S3
9 4 (8.16%) Algolia
9 4 (8.16%) Amazon Kinesis
9 4 (8.16%) Cloud Computing
10 3 (6.12%) Amazon ECS
10 3 (6.12%) AWS CloudFormation
10 3 (6.12%) Route 53
11 2 (4.08%) Qubole
12 1 (2.04%) Amazon Neptune
12 1 (2.04%) BrowserStack
12 1 (2.04%) DigitalOcean
12 1 (2.04%) npm
12 1 (2.04%) Sauce Labs
Database & Business Intelligence
1 18 (36.73%) MongoDB
2 15 (30.61%) PostgreSQL
3 12 (24.49%) MySQL
4 11 (22.45%) Amazon Redshift
5 10 (20.41%) Data Warehouse
6 9 (18.37%) Amazon Aurora
7 8 (16.33%) Apache Hive
8 5 (10.20%) Amazon DynamoDB
8 5 (10.20%) SQL Server
9 4 (8.16%) Big Data
9 4 (8.16%) Hadoop
10 3 (6.12%) Data Lake
10 3 (6.12%) Parquet
10 3 (6.12%) Relational Database
11 2 (4.08%) Crystal Reports
11 2 (4.08%) Oracle Reports
11 2 (4.08%) Pentaho
11 2 (4.08%) SAP Data Services
11 2 (4.08%) SAS Visual Analytics
11 2 (4.08%) SQL Server 2008
Development Applications
1 26 (53.06%) Git (software)
2 18 (36.73%) Jenkins
3 8 (16.33%) JUnit
3 8 (16.33%) Sonatype Nexus
4 7 (14.29%) Artifactory
4 7 (14.29%) Mockito
5 6 (12.24%) Cucumber
5 6 (12.24%) Selenium
6 5 (10.20%) JIRA
7 4 (8.16%) Atlassian Bamboo
7 4 (8.16%) git-flow
8 3 (6.12%) Maven
8 3 (6.12%) Mercurial
8 3 (6.12%) SpecFlow
9 2 (4.08%) Moq
9 2 (4.08%) MSTest
9 2 (4.08%) Octopus Deploy
9 2 (4.08%) TeamCity
9 2 (4.08%) WebStorm
9 2 (4.08%) xUnit.net
General
1 9 (18.37%) Retail
2 4 (8.16%) Games
2 4 (8.16%) Publishing
3 1 (2.04%) Banking
3 1 (2.04%) Finance
3 1 (2.04%) Pharmaceutical
Job Titles
1 29 (59.18%) Developer
2 9 (18.37%) Java Developer
3 8 (16.33%) Data Engineer
3 8 (16.33%) Senior Developer
4 6 (12.24%) Data Analytics Engineer
5 4 (8.16%) Data Scientist
5 4 (8.16%) Mobile Developer
5 4 (8.16%) Senior Data Engineer
5 4 (8.16%) Senior Mobile Developer
6 3 (6.12%) Agile Developer
6 3 (6.12%) Architect
6 3 (6.12%) AWS Developer
6 3 (6.12%) Data Architect
6 3 (6.12%) JavaScript Developer
6 3 (6.12%) Senior Agile Developer
7 2 (4.08%) AWS Engineer
7 2 (4.08%) Developer in Test
7 2 (4.08%) E-Commerce Developer
7 2 (4.08%) Full Stack Developer
7 2 (4.08%) Java E-Commerce Developer
Libraries, Frameworks & Software Standards
1 13 (26.53%) HTML
2 12 (24.49%) CSS
2 12 (24.49%) REST
3 11 (22.45%) AngularJS
3 11 (22.45%) JSON
3 11 (22.45%) RESTful
3 11 (22.45%) Spring
4 9 (18.37%) HTML5
5 7 (14.29%) Node.js
5 7 (14.29%) React
5 7 (14.29%) Spring Boot
6 6 (12.24%) JPA
6 6 (12.24%) Twitter Bootstrap
6 6 (12.24%) Web Services
7 5 (10.20%) Ajax
7 5 (10.20%) jQuery
7 5 (10.20%) React Native
8 4 (8.16%) Java EE
8 4 (8.16%) TensorFlow
8 4 (8.16%) Vue.js
Miscellaneous
1 9 (18.37%) Data Structures
1 9 (18.37%) Enterprise Software
2 7 (14.29%) Life Science
3 4 (8.16%) Analytical Skills
3 4 (8.16%) Mobile App
3 4 (8.16%) Public Cloud
4 3 (6.12%) User Experience
5 2 (4.08%) Cloud Native
5 2 (4.08%) Linux Command Line
6 1 (2.04%) Management Information System
Operating Systems
1 8 (16.33%) Linux
2 4 (8.16%) Android
2 4 (8.16%) Apple iOS
3 3 (6.12%) Windows
4 2 (4.08%) Unix
4 2 (4.08%) Windows Server
4 2 (4.08%) Windows Server 2003
4 2 (4.08%) Windows Server 2008
Processes & Methodologies
1 27 (55.10%) Agile Software Development
2 19 (38.78%) Continuous Integration
3 16 (32.65%) Data Modelling
4 15 (30.61%) Scrum
4 15 (30.61%) TDD
5 14 (28.57%) DevOps
6 13 (26.53%) Microservices
7 11 (22.45%) Analytics
7 11 (22.45%) Test Automation
8 10 (20.41%) Data Science
9 9 (18.37%) BDD
9 9 (18.37%) Visualisation
10 8 (16.33%) Data Analysis
10 8 (16.33%) E-Commerce
10 8 (16.33%) High Availability
10 8 (16.33%) Machine Learning
10 8 (16.33%) Unit Testing
11 7 (14.29%) Bioinformatics
12 6 (12.24%) ETL
12 6 (12.24%) OO
Programming Languages
1 30 (61.22%) Java
2 24 (48.98%) SQL
3 19 (38.78%) JavaScript
3 19 (38.78%) Python
4 13 (26.53%) Scala
5 6 (12.24%) R
6 5 (10.20%) ES6
7 4 (8.16%) C#
7 4 (8.16%) Groovy
7 4 (8.16%) TypeScript
8 3 (6.12%) Java 8
9 2 (4.08%) Go
9 2 (4.08%) SAS Macro
9 2 (4.08%) Shell Script
10 1 (2.04%) Clojure
10 1 (2.04%) Objective-C
10 1 (2.04%) PowerShell
10 1 (2.04%) T-SQL
Qualifications
1 3 (6.12%) Degree
1 3 (6.12%) PhD
2 1 (2.04%) ISEB
2 1 (2.04%) ISTQB
2 1 (2.04%) SC Cleared
2 1 (2.04%) Security Cleared
Quality Assurance & Compliance
1 3 (6.12%) GDPR
2 2 (4.08%) QA
3 1 (2.04%) OASIS TOSCA
System Software
1 14 (28.57%) Docker
2 1 (2.04%) HDFS
Systems Management
1 4 (8.16%) Terraform
2 2 (4.08%) Kubernetes
3 1 (2.04%) Ansible
3 1 (2.04%) HP Quality Center
3 1 (2.04%) Kibana
3 1 (2.04%) Nessus
Vendors
1 5 (10.20%) hybris
1 5 (10.20%) Oracle
1 5 (10.20%) SAP
2 4 (8.16%) Adobe
2 4 (8.16%) Elastic Path
2 4 (8.16%) Google
2 4 (8.16%) IBM
2 4 (8.16%) Salesforce.com
2 4 (8.16%) Xamarin
3 3 (6.12%) Talend
4 2 (4.08%) Informatica
5 1 (2.04%) Atlassian
5 1 (2.04%) Marketo
5 1 (2.04%) MuleSoft
5 1 (2.04%) ServiceNow