Period
to 15 November 2018

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 November 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
South East > Berkshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 88 118 159
Rank change year-on-year +30 +41 0
Contract jobs citing NoSQL 88 49 17
As % of all contract IT jobs advertised in Berkshire 2.12% 1.20% 0.39%
As % of the Database & Business Intelligence category 11.33% 5.91% 2.35%
Number of daily rates quoted 70 30 9
Berkshire median daily rate £450 £400 £488
Median daily rate % change year-on-year +12.50% -17.95% +21.88%
10th Percentile £325 £343 £371
90th Percentile £638 £526 £570
South East median daily rate £513 £475 £425
% change year-on-year +7.89% +11.76% -
Number of hourly rates quoted 0 0 0
Berkshire median hourly rate - - -
South East median hourly rate £22.50 £32.17 £20.50
% change year-on-year -30.06% +56.93% -25.45%

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 Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Contract vacancies with a requirement for database or business intelligence skills 777 829 724
As % of all contract IT jobs advertised in Berkshire 18.75% 20.25% 16.56%
Number of daily rates quoted 485 507 396
Berkshire median daily rate £450 £425 £403
Median daily rate % change year-on-year +5.88% +5.52% +0.69%
10th Percentile £313 £300 £300
90th Percentile £586 £588 £593
South East median daily rate £450 £413 £400
% change year-on-year +9.09% +3.13% +6.67%
Number of hourly rates quoted 6 20 35
Berkshire median hourly rate £33.25 £15.00 £9.50
Median hourly rate % change year-on-year +121.67% +57.89% -42.86%
10th Percentile £10.63 £9.25 £9.25
90th Percentile £53.13 £50.38 £18.91
South East median hourly rate £35.00 £42.50 £30.00
% change year-on-year -17.65% +41.67% +7.14%

NoSQL
Job Vacancy Trend in Berkshire

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

Job vacancy trend for NoSQL in Berkshire

NoSQL
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for NoSQL in Berkshire

NoSQL
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing NoSQL in Berkshire over the 6 months to 15 November 2018.

Contractor daily rate histogram for NoSQL in Berkshire

NoSQL
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the Berkshire region over the 6 months to 15 November 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
Reading -6 20 £425 - 5
Bracknell +7 13 £450 +2.86% 4
Maidenhead +10 12 £450 +1.41% 2
Slough -4 7 £513 +22.02% 3
Windsor - 1 - -
Wokingham - 1 £575 - 1
NoSQL
South East

For the 6 months to 15 November 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 Berkshire region with a requirement for NoSQL.

1 47 (53.41%) Amazon AWS
1 47 (53.41%) Apache Cassandra
2 46 (52.27%) MongoDB
3 40 (45.45%) MVC
4 39 (44.32%) Agile Software Development
5 38 (43.18%) C#
5 38 (43.18%) .NET
6 35 (39.77%) Java
7 34 (38.64%) Microservices
8 33 (37.50%) RabbitMQ
9 31 (35.23%) Docker
10 30 (34.09%) Elasticsearch
10 30 (34.09%) JavaScript
11 28 (31.82%) Kafka
12 27 (30.68%) TDD
12 27 (30.68%) Spring
13 26 (29.55%) Continuous Integration
14 24 (27.27%) HTML
14 24 (27.27%) Jenkins
15 23 (26.14%) Kubernetes
15 23 (26.14%) Greenfield Project
16 22 (25.00%) ASP.NET Web API
16 22 (25.00%) OO
17 21 (23.86%) CSS
17 21 (23.86%) SQL
17 21 (23.86%) JIRA
17 21 (23.86%) BDD
17 21 (23.86%) Java 8
18 20 (22.73%) RESTful
18 20 (22.73%) Redis

NoSQL
Co-occurring IT Skills in Berkshire 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 30 (34.09%) Elasticsearch
2 18 (20.45%) Apache Solr
3 9 (10.23%) Apache Spark
4 4 (4.55%) OpenStack
5 2 (2.27%) Apache
6 1 (1.14%) Apache Pig
6 1 (1.14%) Drupal
6 1 (1.14%) nginx
6 1 (1.14%) NServiceBus
Business Applications
1 1 (1.14%) Dynamics CRM
Cloud Services
1 47 (53.41%) Amazon AWS
2 9 (10.23%) Microsoft Azure
3 4 (4.55%) Serverless
4 3 (3.41%) Amazon CloudWatch
4 3 (3.41%) Google Cloud Platform
4 3 (3.41%) SaaS
5 2 (2.27%) AWS CloudFormation
5 2 (2.27%) AWS Lambda
5 2 (2.27%) CloudBees
5 2 (2.27%) Firebase
6 1 (1.14%) Apigee
6 1 (1.14%) IaaS
6 1 (1.14%) npm
6 1 (1.14%) Office 365
Communications & Networking
1 16 (18.18%) HTTP
2 3 (3.41%) SMTP
3 1 (1.14%) AMQP
3 1 (1.14%) DVB
3 1 (1.14%) Kerberos
3 1 (1.14%) LAN
3 1 (1.14%) WAN
Database & Business Intelligence
1 47 (53.41%) Apache Cassandra
2 46 (52.27%) MongoDB
3 20 (22.73%) Redis
4 19 (21.59%) MySQL
5 18 (20.45%) Neo4j
6 17 (19.32%) PostgreSQL
7 16 (18.18%) Big Data
8 10 (11.36%) Relational Database
9 9 (10.23%) SQL Server
10 8 (9.09%) RDBMS
11 3 (3.41%) CouchDB
11 3 (3.41%) SQL Server 2012
12 2 (2.27%) Amazon DynamoDB
13 1 (1.14%) Apache Hive
13 1 (1.14%) Couchbase
13 1 (1.14%) Hadoop
13 1 (1.14%) Mahout
13 1 (1.14%) MarkLogic
13 1 (1.14%) Microsoft Power View
13 1 (1.14%) Sqoop
Development Applications
1 24 (27.27%) Jenkins
2 21 (23.86%) JIRA
3 17 (19.32%) Git (software)
4 16 (18.18%) JUnit
4 16 (18.18%) Mockito
5 15 (17.05%) git-flow
5 15 (17.05%) Maven
6 6 (6.82%) Bitbucket
6 6 (6.82%) Sonatype Nexus
7 2 (2.27%) Octopus Deploy
7 2 (2.27%) TeamCity
8 1 (1.14%) Mocha
8 1 (1.14%) Vagrant
8 1 (1.14%) Visual Studio
8 1 (1.14%) webpack
General
1 5 (5.68%) Telecoms
2 3 (3.41%) Banking
3 1 (1.14%) Manufacturing
3 1 (1.14%) Marketing
3 1 (1.14%) Retail
Job Titles
1 57 (64.77%) Developer
2 25 (28.41%) Java Developer
3 17 (19.32%) .NET Developer
4 11 (12.50%) Software Engineer
5 10 (11.36%) Senior Developer
6 9 (10.23%) Python Developer
7 8 (9.09%) Architect
7 8 (9.09%) Senior Java Developer
8 5 (5.68%) DevOps Engineer
9 3 (3.41%) .NET Software Developer
9 3 (3.41%) .NET Software Engineer
9 3 (3.41%) AWS Developer
9 3 (3.41%) Developer/Software Engineer
9 3 (3.41%) Platform Architect
9 3 (3.41%) Web Developer
10 2 (2.27%) C# Developer
10 2 (2.27%) E-Commerce Developer
10 2 (2.27%) Java E-Commerce Developer
10 2 (2.27%) Senior Software Engineer
10 2 (2.27%) Technical Architect
Libraries, Frameworks & Software Standards
1 38 (43.18%) .NET
2 33 (37.50%) RabbitMQ
3 28 (31.82%) Kafka
4 27 (30.68%) Spring
5 24 (27.27%) HTML
6 22 (25.00%) ASP.NET Web API
7 21 (23.86%) CSS
8 20 (22.73%) RESTful
9 19 (21.59%) JSON
10 17 (19.32%) Lucene
10 17 (19.32%) Memcached
11 16 (18.18%) ASP.NET
12 14 (15.91%) .NET Core
12 14 (15.91%) SignalR
13 13 (14.77%) Apache Avro
13 13 (14.77%) ASP.NET MVC
13 13 (14.77%) Protocol Buffers
14 12 (13.64%) AngularJS
15 11 (12.50%) Node.js
16 10 (11.36%) WPF
Miscellaneous
1 23 (26.14%) Greenfield Project
2 11 (12.50%) Self-Motivation
3 3 (3.41%) Data Centre
3 3 (3.41%) Life Science
3 3 (3.41%) Public Cloud
4 2 (2.27%) Analytical Skills
4 2 (2.27%) Cloud Native
4 2 (2.27%) Computer Science
5 1 (1.14%) Algorithms
5 1 (1.14%) Enterprise Software
5 1 (1.14%) Social Media
5 1 (1.14%) User Experience
Operating Systems
1 15 (17.05%) Linux
2 12 (13.64%) Windows
3 7 (7.95%) Unix
4 5 (5.68%) Ubuntu
5 2 (2.27%) Amazon Linux
5 2 (2.27%) CentOS
6 1 (1.14%) VMS
Processes & Methodologies
1 40 (45.45%) MVC
2 39 (44.32%) Agile Software Development
3 34 (38.64%) Microservices
4 27 (30.68%) TDD
5 26 (29.55%) Continuous Integration
6 22 (25.00%) OO
7 21 (23.86%) BDD
8 20 (22.73%) Multithreading
9 15 (17.05%) Asynchronous Programming
9 15 (17.05%) Open Source
10 13 (14.77%) Multithreaded Programming
10 13 (14.77%) SOA
11 12 (13.64%) B2B
11 12 (13.64%) Scrum
11 12 (13.64%) Software Engineering
12 10 (11.36%) DevOps
12 10 (11.36%) Mentoring
13 9 (10.23%) Anomaly Detection
13 9 (10.23%) E-Commerce
13 9 (10.23%) Machine Learning
Programming Languages
1 38 (43.18%) C#
2 35 (39.77%) Java
3 30 (34.09%) JavaScript
4 21 (23.86%) Java 8
4 21 (23.86%) SQL
5 14 (15.91%) Python
6 6 (6.82%) TypeScript
7 3 (3.41%) Bash Shell
7 3 (3.41%) Go
7 3 (3.41%) Perl
8 2 (2.27%) AWK
8 2 (2.27%) Groovy
8 2 (2.27%) Shell Script
9 1 (1.14%) C
9 1 (1.14%) C++
9 1 (1.14%) PHP
9 1 (1.14%) PowerShell
9 1 (1.14%) Ruby
9 1 (1.14%) T-SQL
9 1 (1.14%) XQuery
Qualifications
1 3 (3.41%) Degree
2 1 (1.14%) Computer Science Degree
2 1 (1.14%) Master's Degree
2 1 (1.14%) SC Cleared
2 1 (1.14%) Security Cleared
Quality Assurance & Compliance
1 4 (4.55%) QA
2 1 (1.14%) SLA
System Software
1 31 (35.23%) Docker
2 4 (4.55%) Apache ZooKeeper
3 3 (3.41%) Apache Flume
4 1 (1.14%) HDFS
4 1 (1.14%) Oracle RAC
Systems Management
1 23 (26.14%) Kubernetes
2 8 (9.09%) Ansible
3 7 (7.95%) Opscode Chef
3 7 (7.95%) Puppet
4 4 (4.55%) Kibana
4 4 (4.55%) Salt
5 3 (3.41%) Grafana
5 3 (3.41%) Graphite
5 3 (3.41%) Mesos
5 3 (3.41%) Nagios
5 3 (3.41%) StatsD
5 3 (3.41%) Terraform
5 3 (3.41%) ZABBIX
6 2 (2.27%) Packer
7 1 (1.14%) Ambari
7 1 (1.14%) Hadoop YARN
7 1 (1.14%) Oozie
Vendors
1 18 (20.45%) Microsoft
2 14 (15.91%) Rackspace
3 5 (5.68%) Google
4 3 (3.41%) New Relic
4 3 (3.41%) Splunk
5 2 (2.27%) Oracle
5 2 (2.27%) Telerik
6 1 (1.14%) Cisco
6 1 (1.14%) Concur
6 1 (1.14%) Hortonworks
6 1 (1.14%) SAP