Period
to 19 March 2019

The following table provides summary statistics for contract job vacancies advertised in Southampton 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 March 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
Hampshire > Southampton
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 38 39 46
Rank change year-on-year +1 +7 +7
Contract jobs citing NoSQL 16 5 8
As % of all contract IT jobs advertised in Southampton 3.53% 1.15% 1.50%
As % of the Database & Business Intelligence category 13.91% 5.81% 9.41%
Number of daily rates quoted 7 1 3
Southampton median daily rate £500 £335 £425
Median daily rate % change year-on-year +49.25% -21.18% -
10th Percentile £420 £328 £413
90th Percentile £539 £343 £468
Hampshire median daily rate £500 £395 £438
% change year-on-year +26.50% -9.66% +25.00%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate £55.00 £32.17 -
% change year-on-year +70.97% - -

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 Southampton with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Southampton
Contract vacancies with a requirement for database or business intelligence skills 115 86 85
As % of all contract IT jobs advertised in Southampton 25.39% 19.86% 15.98%
Number of daily rates quoted 65 51 60
Southampton median daily rate £450 £410 £374
Median daily rate % change year-on-year +9.76% +9.70% -0.33%
10th Percentile £325 £328 £224
90th Percentile £625 £530 £513
Hampshire median daily rate £450 £413 £400
% change year-on-year +9.09% +3.13% +6.67%
Number of hourly rates quoted 1 1 3
Southampton median hourly rate £57.50 £17.50 £16.25
Median hourly rate % change year-on-year +228.57% +7.69% -53.57%
10th Percentile £53.75 £17.25 £12.85
90th Percentile £61.25 £17.75 £33.65
Hampshire median hourly rate £48.40 £45.00 £40.25
% change year-on-year +7.56% +11.80% -0.06%

NoSQL
Job Vacancy Trend in Southampton

Job postings citing NoSQL as a percentage of all IT jobs advertised in Southampton.

Job vacancy trend for NoSQL in Southampton

NoSQL
Contractor Daily Rate Trend in Southampton

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

Contractor daily rate trend for NoSQL in Southampton

For the 6 months to 19 March 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 Southampton region with a requirement for NoSQL.

1 14 (87.50%) Apache Cassandra
2 11 (68.75%) Agile Software Development
3 10 (62.50%) Amazon AWS
3 10 (62.50%) MongoDB
4 9 (56.25%) SQL
4 9 (56.25%) Microsoft Azure
5 8 (50.00%) Data Architecture
5 8 (50.00%) Data Warehouse
5 8 (50.00%) Analytics
5 8 (50.00%) Big Data
5 8 (50.00%) Apache Spark
6 7 (43.75%) Cosmos DB
6 7 (43.75%) Java 8
6 7 (43.75%) Kafka
6 7 (43.75%) Puppet
6 7 (43.75%) Opscode Chef
6 7 (43.75%) JMS
6 7 (43.75%) Java
6 7 (43.75%) ETL
6 7 (43.75%) MVC
6 7 (43.75%) Hibernate
6 7 (43.75%) RESTful
6 7 (43.75%) Hadoop
6 7 (43.75%) Spring
7 6 (37.50%) TDD
7 6 (37.50%) Microservices
8 5 (31.25%) Data Science
8 5 (31.25%) Data Management
8 5 (31.25%) Microsoft
8 5 (31.25%) C#

NoSQL
Co-occurring IT Skills in Southampton 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 8 (50.00%) Apache Spark
2 4 (25.00%) Apache
3 3 (18.75%) Apache Pig
3 3 (18.75%) MQSeries
4 1 (6.25%) Jupyter
Business Applications
1 2 (12.50%) Dynamics CRM
2 1 (6.25%) Dynamics AX
2 1 (6.25%) Dynamics NAV
Cloud Services
1 10 (62.50%) Amazon AWS
2 9 (56.25%) Microsoft Azure
3 4 (25.00%) Amazon EMR
3 4 (25.00%) Google Cloud Platform
4 3 (18.75%) Azure Data Factory
4 3 (18.75%) Cortana Intelligence Suite
5 1 (6.25%) Azure Machine Learning
5 1 (6.25%) Office 365
5 1 (6.25%) PaaS
Database & Business Intelligence
1 14 (87.50%) Apache Cassandra
2 10 (62.50%) MongoDB
3 8 (50.00%) Big Data
3 8 (50.00%) Data Warehouse
4 7 (43.75%) Cosmos DB
4 7 (43.75%) Hadoop
5 4 (25.00%) Geospatial Data
5 4 (25.00%) HBase
5 4 (25.00%) MySQL
5 4 (25.00%) PostgreSQL
6 3 (18.75%) Apache Hive
6 3 (18.75%) Azure SQL Data Warehouse
6 3 (18.75%) Azure SQL Database
6 3 (18.75%) Couchbase
6 3 (18.75%) Data Lake
6 3 (18.75%) Impala
6 3 (18.75%) Neo4j
7 1 (6.25%) Microsoft Power View
7 1 (6.25%) Power BI
7 1 (6.25%) PowerPivot
Development Applications
1 4 (25.00%) Git (software)
1 4 (25.00%) Vagrant
2 3 (18.75%) Jenkins
2 3 (18.75%) JUnit
2 3 (18.75%) Maven
2 3 (18.75%) Mockito
2 3 (18.75%) Visual Studio
General
1 3 (18.75%) Games
Job Titles
1 10 (62.50%) Developer
2 7 (43.75%) Java Developer
3 4 (25.00%) Architect
3 4 (25.00%) Data Architect
4 3 (18.75%) Big Data Developer
5 2 (12.50%) Senior Developer
5 2 (12.50%) Senior Java Developer
6 1 (6.25%) Business Intelligence Consultant
6 1 (6.25%) Consultant
6 1 (6.25%) Data Scientist
6 1 (6.25%) Power BI Consultant
Libraries, Frameworks & Software Standards
1 7 (43.75%) Hibernate
1 7 (43.75%) JMS
1 7 (43.75%) Kafka
1 7 (43.75%) RESTful
1 7 (43.75%) Spring
2 4 (25.00%) ActiveMQ
2 4 (25.00%) JPA
2 4 (25.00%) RabbitMQ
3 3 (18.75%) Apache NiFi
3 3 (18.75%) Play Framework
3 3 (18.75%) REST
3 3 (18.75%) Spring Boot
3 3 (18.75%) Spring MVC
3 3 (18.75%) Web Services
4 1 (6.25%) Keras
4 1 (6.25%) NumPy
4 1 (6.25%) Pandas
4 1 (6.25%) PySpark
4 1 (6.25%) scikit-learn
4 1 (6.25%) TensorFlow
Miscellaneous
1 4 (25.00%) Analytical Skills
2 3 (18.75%) Greenfield Project
Operating Systems
1 4 (25.00%) VMS
Processes & Methodologies
1 11 (68.75%) Agile Software Development
2 8 (50.00%) Analytics
2 8 (50.00%) Data Architecture
3 7 (43.75%) ETL
3 7 (43.75%) MVC
4 6 (37.50%) Microservices
4 6 (37.50%) TDD
5 5 (31.25%) Data Management
5 5 (31.25%) Data Modelling
5 5 (31.25%) Data Science
6 4 (25.00%) Computer Science
6 4 (25.00%) DAMA
6 4 (25.00%) DevOps
6 4 (25.00%) Migration
6 4 (25.00%) TOGAF
7 3 (18.75%) BDD
7 3 (18.75%) Continuous Integration
7 3 (18.75%) Data Analytics
7 3 (18.75%) High Availability
7 3 (18.75%) Open Source
Programming Languages
1 9 (56.25%) SQL
2 7 (43.75%) Java
2 7 (43.75%) Java 8
3 5 (31.25%) C#
3 5 (31.25%) Python
4 3 (18.75%) Java 9
4 3 (18.75%) Scala
5 1 (6.25%) T-SQL
Qualifications
1 4 (25.00%) Degree
1 4 (25.00%) TOGAF Certification
2 3 (18.75%) Computer Science Degree
3 1 (6.25%) Master's Degree
3 1 (6.25%) Numerate Degree
3 1 (6.25%) PhD
3 1 (6.25%) Security Cleared
System Software
1 3 (18.75%) Docker
Systems Management
1 7 (43.75%) Opscode Chef
1 7 (43.75%) Puppet
2 4 (25.00%) Ansible
2 4 (25.00%) Oozie
3 3 (18.75%) Terraform
Vendors
1 5 (31.25%) Microsoft
2 4 (25.00%) Google
3 3 (18.75%) Databricks
4 2 (12.50%) Oracle
5 1 (6.25%) Tableau