Period
to 26 February 2020

The following table provides summary statistics for contract job vacancies advertised in the South East 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 26 February 2020 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 > South East
6 months to
26 Feb 2020
Same period 2019 Same period 2018
Rank 191 100 181
Rank change year-on-year -91 +81 -14
Contract jobs citing NoSQL 112 401 228
As % of all contract IT jobs advertised in the South East 1.05% 2.50% 1.37%
As % of the Database & Business Intelligence category 5.21% 11.82% 6.77%
Number of daily rates quoted 73 295 126
South East median daily rate £480 £500 £475
Median daily rate % change year-on-year -4.00% +5.26% +11.76%
10th Percentile £350 £400 £341
90th Percentile £669 £575 £575
England median daily rate £525 £525 £513
% change year-on-year - +2.44% +3.72%
Number of hourly rates quoted 1 1 7
South East median hourly rate £58.00 £60.00 £45.00
Median hourly rate % change year-on-year -3.33% +33.33% -
England median hourly rate £46.50 £57.42 £45.00
% change year-on-year -19.01% +27.59% -38.98%

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 South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Contract vacancies with a requirement for database or business intelligence skills 2,148 3,392 3,369
As % of all contract IT jobs advertised in the South East 20.10% 21.19% 20.23%
Number of daily rates quoted 1,330 2,183 2,128
South East median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +4.17%
10th Percentile £305 £313 £300
90th Percentile £606 £588 £575
England median daily rate £488 £488 £475
% change year-on-year - +2.63% +8.57%
Number of hourly rates quoted 53 44 37
South East median hourly rate £31.50 £42.00 £45.00
Median hourly rate % change year-on-year -25.00% -6.67% +164.71%
10th Percentile £17.00 £18.26 £14.70
90th Percentile £73.75 £59.20 £49.25
England median hourly rate £32.50 £35.00 £33.00
% change year-on-year -7.14% +6.06% +20.00%

NoSQL
Job Vacancy Trend in the South East

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

Job vacancy trend for NoSQL in the South East

NoSQL
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for NoSQL in the South East

NoSQL
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing NoSQL in the South East over the 6 months to 26 February 2020.

Contractor daily rate histogram for NoSQL in the South East

NoSQL
Contractor Hourly Rate Trend in the South East

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

Contractor hourly rate trend for NoSQL in the South East

NoSQL
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the South East region over the 6 months to 26 February 2020. 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
Hampshire -49 52 £573 +14.50% 22
Thames Valley +4 37 £475 +5.56% 23
Berkshire +7 29 £535 +15.68% 12
West Sussex +10 13 £475 -3.06% 6
Surrey -7 9 £438 -20.45% 19
Buckinghamshire +20 4 £525 -19.23% 3
Oxfordshire +12 4 £375 -16.67% 8
East Sussex +11 2 £475 -13.64% 3
Kent +2 1 £320 -41.82% 5
NoSQL
England

For the 6 months to 26 February 2020, 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 South East region with a requirement for NoSQL.

1 91 (81.25%) SQL
2 65 (58.04%) Agile Software Development
3 60 (53.57%) Azure
4 45 (40.18%) Python
5 44 (39.29%) Git (software)
6 39 (34.82%) MongoDB
6 39 (34.82%) Data Science
7 38 (33.93%) DevOps
7 38 (33.93%) Java
8 37 (33.04%) JavaScript
8 37 (33.04%) Analytics
9 35 (31.25%) Test Automation
10 27 (24.11%) Apache
11 26 (23.21%) Microsoft
12 25 (22.32%) Apache Spark
13 23 (20.54%) ETL
14 22 (19.64%) HTML
14 22 (19.64%) Machine Learning
15 21 (18.75%) Node.js
15 21 (18.75%) .NET
15 21 (18.75%) Linux
15 21 (18.75%) Business Intelligence
15 21 (18.75%) AWS
15 21 (18.75%) Visualisation
16 20 (17.86%) Data Management
16 20 (17.86%) XML
17 19 (16.96%) Degree
17 19 (16.96%) Scala
17 19 (16.96%) Docker
18 18 (16.07%) Tableau

NoSQL
Co-occurring IT Skills in the South East 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 27 (24.11%) Apache
2 25 (22.32%) Apache Spark
3 17 (15.18%) Jupyter
4 12 (10.71%) Tomcat
5 10 (8.93%) WebLogic
6 4 (3.57%) CMS
7 3 (2.68%) Confluence
8 2 (1.79%) Apache Solr
8 2 (1.79%) ArcGIS
8 2 (1.79%) Elasticsearch
8 2 (1.79%) Headless CMS
8 2 (1.79%) JBoss
8 2 (1.79%) Jetty
8 2 (1.79%) nginx
8 2 (1.79%) SAS
9 1 (0.89%) Apache Airflow
9 1 (0.89%) Luigi
Business Applications
1 8 (7.14%) Oracle Applications
2 1 (0.89%) Dynamics CRM
2 1 (0.89%) NetSuite
Cloud Services
1 60 (53.57%) Azure
2 21 (18.75%) AWS
3 16 (14.29%) PaaS
3 16 (14.29%) Power Platform
4 15 (13.39%) Azure Machine Learning
5 10 (8.93%) AWS Lambda
5 10 (8.93%) Serverless
6 9 (8.04%) Amazon S3
6 9 (8.04%) GitHub
7 8 (7.14%) Kong
8 6 (5.36%) Heroku
8 6 (5.36%) SaaS
9 4 (3.57%) Cloud Computing
10 3 (2.68%) Amazon EC2
11 2 (1.79%) Amazon ECS
11 2 (1.79%) Amazon SQS
11 2 (1.79%) CloudFront
11 2 (1.79%) Dynamics 365
11 2 (1.79%) Google Analytics
11 2 (1.79%) npm
Communications & Networking
1 6 (5.36%) AMQP
1 6 (5.36%) SSL
2 2 (1.79%) HTTP
2 2 (1.79%) TCP/IP
3 1 (0.89%) Internet
3 1 (0.89%) LAN
Database & Business Intelligence
1 39 (34.82%) MongoDB
2 18 (16.07%) Apache Cassandra
3 17 (15.18%) Data Lake
3 17 (15.18%) Geospatial Data
4 16 (14.29%) Power BI
4 16 (14.29%) Relational Database
4 16 (14.29%) SQL Server
5 15 (13.39%) Big Data
6 12 (10.71%) Data Warehouse
6 12 (10.71%) Hadoop
6 12 (10.71%) SQL Server Integration Services
7 11 (9.82%) GIS
7 11 (9.82%) HDInsight
8 10 (8.93%) MySQL
8 10 (8.93%) Oracle Database
9 9 (8.04%) PostgreSQL
10 8 (7.14%) Cosmos DB
11 6 (5.36%) Oracle Database 12c
12 4 (3.57%) Amazon DynamoDB
12 4 (3.57%) Oracle ODI
Development Applications
1 44 (39.29%) Git (software)
2 14 (12.50%) Jenkins
3 13 (11.61%) Cucumber
3 13 (11.61%) Selenium
4 12 (10.71%) Visual Studio
5 11 (9.82%) Visual Studio Team System
6 9 (8.04%) JUnit
7 8 (7.14%) Octopus Deploy
8 6 (5.36%) Atlassian Bamboo
9 4 (3.57%) Grunt
9 4 (3.57%) JIRA
9 4 (3.57%) Maven
10 3 (2.68%) Gradle
10 3 (2.68%) SonarQube
11 2 (1.79%) ER Studio
11 2 (1.79%) Gatling
11 2 (1.79%) gulp
11 2 (1.79%) kappa
11 2 (1.79%) Sonatype Nexus
11 2 (1.79%) webpack
General
1 7 (6.25%) Finance
2 2 (1.79%) Back Office
2 2 (1.79%) Manufacturing
3 1 (0.89%) Automotive
3 1 (0.89%) Electronics
3 1 (0.89%) Marketing
3 1 (0.89%) Public Sector
3 1 (0.89%) Telecoms
Job Titles
1 44 (39.29%) Developer
2 16 (14.29%) Data Engineer
2 16 (14.29%) Data Scientist
3 13 (11.61%) DevOps Engineer
4 8 (7.14%) Architect
4 8 (7.14%) Java Developer
4 8 (7.14%) Senior Data Scientist
5 7 (6.25%) .NET Developer
5 7 (6.25%) Data Architect
6 6 (5.36%) Database Developer
6 6 (5.36%) Machine Learning Scientist
6 6 (5.36%) Operations Manager
6 6 (5.36%) Oracle Developer
6 6 (5.36%) Technical Manager
6 6 (5.36%) Technical Operations Manager
7 5 (4.46%) Backend Developer
7 5 (4.46%) Database Manager
7 5 (4.46%) JavaScript Developer
7 5 (4.46%) Node.js Developer
8 4 (3.57%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 22 (19.64%) HTML
2 21 (18.75%) .NET
2 21 (18.75%) Node.js
3 20 (17.86%) XML
4 18 (16.07%) Kafka
5 17 (15.18%) NumPy
5 17 (15.18%) Pandas
5 17 (15.18%) REST
6 16 (14.29%) JSON
7 15 (13.39%) ASP.NET
7 15 (13.39%) PySpark
8 14 (12.50%) CSS
8 14 (12.50%) TensorFlow
9 13 (11.61%) Keras
9 13 (11.61%) scikit-learn
9 13 (11.61%) Spring
10 12 (10.71%) .NET Framework
11 11 (9.82%) XSLT
12 10 (8.93%) RESTful
13 8 (7.14%) jQuery
Miscellaneous
1 8 (7.14%) Lidar
2 7 (6.25%) Data Structures
2 7 (6.25%) Smart City
3 5 (4.46%) Derivative
4 4 (3.57%) Algorithms
4 4 (3.57%) Mobile App
4 4 (3.57%) Reference Data
4 4 (3.57%) User Experience
5 3 (2.68%) Analytical Skills
6 2 (1.79%) Cloud Native
6 2 (1.79%) Clustering
6 2 (1.79%) Data Centre
6 2 (1.79%) Greenfield Project
6 2 (1.79%) Video\Live Streaming
7 1 (0.89%) Client/Server
7 1 (0.89%) Distributed Denial-of-Service
7 1 (0.89%) Management Information System
7 1 (0.89%) Replication
7 1 (0.89%) Self-Motivation
Operating Systems
1 21 (18.75%) Linux
2 7 (6.25%) Unix
3 4 (3.57%) Oracle Linux
4 3 (2.68%) Windows
5 2 (1.79%) Ubuntu
6 1 (0.89%) Android
6 1 (0.89%) Apple iOS
Processes & Methodologies
1 65 (58.04%) Agile Software Development
2 39 (34.82%) Data Science
3 38 (33.93%) DevOps
4 37 (33.04%) Analytics
5 35 (31.25%) Test Automation
6 23 (20.54%) ETL
7 22 (19.64%) Machine Learning
8 21 (18.75%) Business Intelligence
8 21 (18.75%) Visualisation
9 20 (17.86%) Data Management
10 18 (16.07%) Artificial Intelligence
10 18 (16.07%) Scrum
11 17 (15.18%) Continuous Integration
11 17 (15.18%) Data Visualisation
11 17 (15.18%) Deep Learning
12 15 (13.39%) TDD
13 14 (12.50%) Mathematics
14 13 (11.61%) Computer Science
14 13 (11.61%) Migration
14 13 (11.61%) Reinforcement Learning
Programming Languages
1 91 (81.25%) SQL
2 45 (40.18%) Python
3 38 (33.93%) Java
4 37 (33.04%) JavaScript
5 19 (16.96%) Scala
6 15 (13.39%) R
7 14 (12.50%) C#
8 12 (10.71%) Bash Shell
9 9 (8.04%) Ruby
10 8 (7.14%) PL/SQL
10 8 (7.14%) PowerShell
11 7 (6.25%) PHP
12 5 (4.46%) T-SQL
13 4 (3.57%) Groovy
13 4 (3.57%) Java 8
13 4 (3.57%) XAML
14 3 (2.68%) C++
14 3 (2.68%) TypeScript
15 2 (1.79%) Perl
15 2 (1.79%) VB.NET
Qualifications
1 19 (16.96%) Degree
2 15 (13.39%) Security Cleared
3 13 (11.61%) SC Cleared
4 9 (8.04%) PhD
5 8 (7.14%) Master's Degree
5 8 (7.14%) Numerate Degree
6 1 (0.89%) BPSS Clearance
6 1 (0.89%) Computer Science Degree
6 1 (0.89%) DBS Check
Quality Assurance & Compliance
1 11 (9.82%) QA
2 5 (4.46%) Data Quality
3 1 (0.89%) Disclosure Scotland
System Software
1 19 (16.96%) Docker
2 14 (12.50%) HDFS
3 2 (1.79%) Oracle RAC
Systems Management
1 10 (8.93%) Puppet
2 9 (8.04%) Kubernetes
3 8 (7.14%) Terraform
4 4 (3.57%) Kibana
5 2 (1.79%) Data Guard
5 2 (1.79%) Enterprise Manager Cloud Control
5 2 (1.79%) Foglight
5 2 (1.79%) Grafana
5 2 (1.79%) Oozie
5 2 (1.79%) Oracle Enterprise Manager
5 2 (1.79%) Oracle Flashback
5 2 (1.79%) Oracle RMAN
6 1 (0.89%) Ambari
6 1 (0.89%) Hadoop YARN
Vendors
1 26 (23.21%) Microsoft
2 18 (16.07%) Tableau
3 15 (13.39%) Oracle
4 3 (2.68%) Imperva
4 3 (2.68%) Xamarin
4 3 (2.68%) Zend
5 2 (1.79%) Atlassian
5 2 (1.79%) Cloudera
5 2 (1.79%) Cognos
5 2 (1.79%) Google
5 2 (1.79%) Sybase
5 2 (1.79%) Talend
5 2 (1.79%) webMethods
6 1 (0.89%) Adobe
6 1 (0.89%) JD Edwards
6 1 (0.89%) MapR
6 1 (0.89%) SAP
6 1 (0.89%) Varonis