Period
to 12 December 2018

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 12 December 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
Hampshire > Southampton
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 7 43 49
Rank change year-on-year +36 +6 +17
Contract jobs citing NoSQL 85 7 3
As % of all contract IT jobs advertised in Southampton 16.10% 1.49% 0.58%
As % of the Database & Business Intelligence category 48.85% 7.00% 3.95%
Number of daily rates quoted 77 0 3
Southampton median daily rate £513 - £425
10th Percentile £494 - £413
90th Percentile £538 - £468
Hampshire median daily rate £513 £425 £413
% change year-on-year +20.59% +3.03% +17.86%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate - £19.34 £20.50
% change year-on-year - -5.66% -

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 174 100 76
As % of all contract IT jobs advertised in Southampton 32.95% 21.23% 14.73%
Number of daily rates quoted 139 63 59
Southampton median daily rate £513 £365 £410
Median daily rate % change year-on-year +40.41% -10.98% +10.81%
10th Percentile £363 £241 £276
90th Percentile £538 £570 £559
Hampshire median daily rate £458 £395 £375
% change year-on-year +15.82% +5.33% -1.32%
Number of hourly rates quoted 0 2 1
Southampton median hourly rate - £31.25 £38.00
Median hourly rate % change year-on-year - -17.76% +35.71%
Hampshire median hourly rate £42.50 £45.00 £42.50
% change year-on-year -5.56% +5.88% +5.76%

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

NoSQL
Contractor Daily Rate Histogram in Southampton

The daily rate distribution of IT jobs citing NoSQL in Southampton over the 6 months to 12 December 2018.

Contractor daily rate histogram for NoSQL in Southampton

For the 6 months to 12 December 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 Southampton region with a requirement for NoSQL.

1 80 (94.12%) MongoDB
2 72 (84.71%) Java
2 72 (84.71%) Hibernate
2 72 (84.71%) TDD
2 72 (84.71%) Spring
3 67 (78.82%) BDD
3 67 (78.82%) Greenfield Project
4 55 (64.71%) Agile Software Development
5 53 (62.35%) Apache Cassandra
6 52 (61.18%) Microservices
7 48 (56.47%) Docker
8 47 (55.29%) Spring Boot
8 47 (55.29%) Java 8
8 47 (55.29%) RESTful
8 47 (55.29%) Maven
9 44 (51.76%) Git (software)
9 44 (51.76%) Jenkins
10 43 (50.59%) Scala
11 42 (49.41%) Play Framework
11 42 (49.41%) REST
11 42 (49.41%) Couchbase
11 42 (49.41%) Spring MVC
11 42 (49.41%) MVC
11 42 (49.41%) Games
11 42 (49.41%) Web Services
11 42 (49.41%) JMS
11 42 (49.41%) MQSeries
11 42 (49.41%) Java 9
12 35 (41.18%) Amazon AWS
13 31 (36.47%) Hadoop

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 42 (49.41%) MQSeries
2 26 (30.59%) Tomcat
3 25 (29.41%) JBoss
3 25 (29.41%) Jetty
4 6 (7.06%) Apache Spark
5 4 (4.71%) Apache
6 3 (3.53%) Apache Pig
7 1 (1.18%) Apache Solr
7 1 (1.18%) Elasticsearch
7 1 (1.18%) IIS
7 1 (1.18%) nginx
Business Applications
1 1 (1.18%) Dynamics CRM
Cloud Services
1 35 (41.18%) Amazon AWS
2 7 (8.24%) Microsoft Azure
3 5 (5.88%) npm
4 3 (3.53%) Azure Data Factory
4 3 (3.53%) Cortana Intelligence Suite
5 2 (2.35%) Amazon EMR
5 2 (2.35%) Google Cloud Platform
6 1 (1.18%) Amazon CloudWatch
6 1 (1.18%) Amazon EC2
6 1 (1.18%) Amazon ELB
6 1 (1.18%) Amazon S3
6 1 (1.18%) AWS CloudFormation
6 1 (1.18%) AWS CloudTrail
6 1 (1.18%) Office 365
Communications & Networking
1 1 (1.18%) DNS
1 1 (1.18%) Firewall
1 1 (1.18%) VPN
Database & Business Intelligence
1 80 (94.12%) MongoDB
2 53 (62.35%) Apache Cassandra
3 42 (49.41%) Couchbase
4 31 (36.47%) Hadoop
5 7 (8.24%) Big Data
5 7 (8.24%) Data Warehouse
6 6 (7.06%) Cosmos DB
6 6 (7.06%) Redis
7 5 (5.88%) Riak
8 4 (4.71%) Azure SQL Data Warehouse
8 4 (4.71%) Azure SQL Database
8 4 (4.71%) Data Lake
8 4 (4.71%) Geospatial Data
9 3 (3.53%) Apache Hive
9 3 (3.53%) Impala
9 3 (3.53%) Neo4j
10 2 (2.35%) HBase
10 2 (2.35%) SQL Server
11 1 (1.18%) PostgreSQL
11 1 (1.18%) RDBMS
Development Applications
1 47 (55.29%) Maven
2 44 (51.76%) Git (software)
2 44 (51.76%) Jenkins
3 3 (3.53%) Visual Studio
4 1 (1.18%) AppVeyor
4 1 (1.18%) Visual Studio Team System
General
1 42 (49.41%) Games
Job Titles
1 80 (94.12%) Developer
2 72 (84.71%) Java Developer
3 5 (5.88%) AWS Developer
3 5 (5.88%) Lead Developer
3 5 (5.88%) Lead Java Developer
4 4 (4.71%) Architect
5 3 (3.53%) Big Data Developer
5 3 (3.53%) Data Architect
6 2 (2.35%) Full Stack Developer
6 2 (2.35%) JavaScript Developer
6 2 (2.35%) Node.js Developer
6 2 (2.35%) React Developer
7 1 (1.18%) Azure Architect
7 1 (1.18%) Business Intelligence Consultant
7 1 (1.18%) Data Analytics Architect
7 1 (1.18%) DevOps Engineer
7 1 (1.18%) Java Architect
7 1 (1.18%) Lead Architect
7 1 (1.18%) MongoDB Developer
7 1 (1.18%) Power BI Consultant
Libraries, Frameworks & Software Standards
1 72 (84.71%) Hibernate
1 72 (84.71%) Spring
2 47 (55.29%) RESTful
2 47 (55.29%) Spring Boot
3 42 (49.41%) JMS
3 42 (49.41%) Play Framework
3 42 (49.41%) REST
3 42 (49.41%) Spring MVC
3 42 (49.41%) Web Services
4 5 (5.88%) Express
4 5 (5.88%) Node.js
5 4 (4.71%) Kafka
5 4 (4.71%) React
6 2 (2.35%) CSS
6 2 (2.35%) CSS3
6 2 (2.35%) HTML
6 2 (2.35%) HTML5
6 2 (2.35%) LESS
6 2 (2.35%) Sass
6 2 (2.35%) Twitter Bootstrap
Miscellaneous
1 67 (78.82%) Greenfield Project
2 2 (2.35%) Analytical Skills
Operating Systems
1 1 (1.18%) Linux
1 1 (1.18%) Unix
1 1 (1.18%) Windows
Processes & Methodologies
1 72 (84.71%) TDD
2 67 (78.82%) BDD
3 55 (64.71%) Agile Software Development
4 52 (61.18%) Microservices
5 42 (49.41%) MVC
6 25 (29.41%) Digital Transformation Programme
6 25 (29.41%) Multithreading
6 25 (29.41%) Software Engineering
7 12 (14.12%) DevOps
8 7 (8.24%) Data Architecture
9 6 (7.06%) Analytics
9 6 (7.06%) ETL
10 5 (5.88%) Web Application Development
10 5 (5.88%) Workflow
11 4 (4.71%) Data Analytics
11 4 (4.71%) Data Modelling
11 4 (4.71%) Open Source
12 3 (3.53%) Data Management
12 3 (3.53%) Mentoring
12 3 (3.53%) Test Automation
Programming Languages
1 72 (84.71%) Java
2 47 (55.29%) Java 8
3 43 (50.59%) Scala
4 42 (49.41%) Java 9
5 5 (5.88%) ES6
5 5 (5.88%) JavaScript
5 5 (5.88%) SQL
6 4 (4.71%) Python
7 3 (3.53%) C#
8 1 (1.18%) Bash Shell
8 1 (1.18%) Korn
8 1 (1.18%) PowerShell
8 1 (1.18%) T-SQL
Qualifications
1 2 (2.35%) TOGAF Certification
2 1 (1.18%) Security Cleared
Quality Assurance & Compliance
1 1 (1.18%) Data Quality
System Software
1 48 (56.47%) Docker
Systems Management
1 28 (32.94%) Opscode Chef
1 28 (32.94%) Puppet
2 25 (29.41%) Ansible
2 25 (29.41%) Cobbler
3 9 (10.59%) Terraform
4 5 (5.88%) Kubernetes
5 2 (2.35%) Oozie
6 1 (1.18%) Grafana
6 1 (1.18%) Packer
6 1 (1.18%) Prometheus
Vendors
1 5 (5.88%) Microsoft
2 4 (4.71%) Databricks
3 2 (2.35%) Google
3 2 (2.35%) Oracle