Period
to 22 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 22 February 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Berkshire > Reading
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 49 86 135
Rank change year-on-year +37 +49 +52
Permanent jobs citing NoSQL 128 91 87
As % of all permanent IT jobs advertised in Reading 4.94% 3.12% 1.93%
As % of the Database & Business Intelligence category 20.55% 13.19% 6.72%
Number of salaries quoted 120 108 83
Reading median annual salary £47,500 £47,500 £47,500
10th Percentile £32,450 £33,750 £30,050
90th Percentile £70,125 £60,000 £72,000
Berkshire median annual salary £47,500 £45,000 £47,500
% change year-on-year +5.56% -5.26% +5.56%

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Reading with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Reading
Permanent vacancies with a requirement for database or business intelligence skills 623 690 1,295
As % of all permanent IT jobs advertised in Reading 24.06% 23.66% 28.79%
Number of salaries quoted 550 570 1,151
Reading median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% -5.26%
10th Percentile £29,000 £28,225 £30,500
90th Percentile £68,750 £67,500 £65,000
Berkshire median annual salary £47,500 £47,500 £47,500

NoSQL
Job Vacancy Trend in Reading

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

Job vacancy trend for NoSQL in Reading

NoSQL
Salary Trend in Reading

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in Reading.

Salary trend for NoSQL in Reading

NoSQL
Salary Histogram in Reading

The salary distribution of IT jobs citing NoSQL in Reading over the 6 months to 22 February 2018.

Salary histogram for NoSQL in Reading

For the 6 months to 22 February 2018, IT 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 permanent job ads across the Reading region with a requirement for NoSQL.

1 79 (61.72%) Agile Software Development
2 70 (54.69%) Git (software)
3 65 (50.78%) SQL Server
4 59 (46.09%) MVC
5 56 (43.75%) SQL
6 52 (40.63%) Node.js
7 51 (39.84%) RESTful
8 49 (38.28%) .NET
9 47 (36.72%) C#
9 47 (36.72%) TDD
10 45 (35.16%) ASP.NET
11 43 (33.59%) BDD
12 40 (31.25%) ASP.NET MVC
12 40 (31.25%) Python
12 40 (31.25%) ASP.NET Web API
13 39 (30.47%) SQL Server 2016
13 39 (30.47%) ASP.NET MVC 5
13 39 (30.47%) Ruby
13 39 (30.47%) Linux
13 39 (30.47%) WCF
13 39 (30.47%) Web Application Development
14 36 (28.13%) Java
15 32 (25.00%) Business Intelligence
16 31 (24.22%) Amazon AWS
17 30 (23.44%) JavaScript
18 28 (21.88%) Relational Database
19 25 (19.53%) AngularJS
20 24 (18.75%) Spring
20 24 (18.75%) Unix
21 22 (17.19%) Continuous Integration

NoSQL
Co-occurring IT Skills in Reading 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 9 (7.03%) Apache Spark
2 8 (6.25%) Confluence
2 8 (6.25%) OpenStack
2 8 (6.25%) Oracle SOA Suite
3 4 (3.13%) Apache Pig
3 4 (3.13%) Elasticsearch
3 4 (3.13%) IIS
4 1 (0.78%) Alfresco
4 1 (0.78%) Apache
4 1 (0.78%) GeoServer
4 1 (0.78%) JBoss
4 1 (0.78%) Joomla!
Business Applications
1 4 (3.13%) SAP S/4HANA
Cloud Services
1 31 (24.22%) Amazon AWS
2 20 (15.63%) Microsoft Azure
3 8 (6.25%) SaaS
4 5 (3.91%) AWS CloudFormation
5 4 (3.13%) Amazon EC2
5 4 (3.13%) Amazon EMR
5 4 (3.13%) GitHub
6 1 (0.78%) Amazon SQS
6 1 (0.78%) Datadog
6 1 (0.78%) Slack
Communications & Networking
1 11 (8.59%) Internet
2 9 (7.03%) TCP/IP
3 4 (3.13%) BGP
3 4 (3.13%) DHCP
3 4 (3.13%) DNS
3 4 (3.13%) EIGRP
3 4 (3.13%) Firewall
3 4 (3.13%) MPLS
3 4 (3.13%) OSPF
3 4 (3.13%) RIP
4 1 (0.78%) AMQP
4 1 (0.78%) Kerberos
Database & Business Intelligence
1 65 (50.78%) SQL Server
2 39 (30.47%) SQL Server 2016
3 28 (21.88%) Relational Database
4 21 (16.41%) MySQL
5 18 (14.06%) Big Data
5 18 (14.06%) RDBMS
6 12 (9.38%) Apache Cassandra
6 12 (9.38%) MongoDB
7 11 (8.59%) Hadoop
8 9 (7.03%) Amazon DynamoDB
8 9 (7.03%) PostgreSQL
9 5 (3.91%) Apache Hive
9 5 (3.91%) Data Warehouse
9 5 (3.91%) HBase
9 5 (3.91%) Impala
9 5 (3.91%) Sqoop
10 4 (3.13%) CouchDB
10 4 (3.13%) Power BI
10 4 (3.13%) Redis
10 4 (3.13%) SAP HANA
Development Applications
1 70 (54.69%) Git (software)
2 17 (13.28%) JIRA
3 12 (9.38%) Bitbucket
3 12 (9.38%) Jenkins
4 9 (7.03%) Subversion
5 5 (3.91%) Atlassian Bamboo
5 5 (3.91%) JIRA Agile
5 5 (3.91%) Maven
5 5 (3.91%) Octopus Deploy
5 5 (3.91%) Vagrant
6 4 (3.13%) Ant
6 4 (3.13%) GitLab
7 3 (2.34%) Selenium
8 2 (1.56%) JUnit
9 1 (0.78%) Gradle
9 1 (0.78%) Mockito
9 1 (0.78%) Team Foundation Server
9 1 (0.78%) TeamCity
9 1 (0.78%) Visual Studio
9 1 (0.78%) Visual Studio Team System
General
1 15 (11.72%) Marketing
2 7 (5.47%) Back Office
2 7 (5.47%) Billing
2 7 (5.47%) Finance
3 4 (3.13%) Digital Economy
4 1 (0.78%) Automotive
4 1 (0.78%) Banking
4 1 (0.78%) Electronics
4 1 (0.78%) Financial Institution
4 1 (0.78%) Manufacturing
4 1 (0.78%) Telecoms
Job Titles
1 104 (81.25%) Developer
2 40 (31.25%) .NET Developer
3 27 (21.09%) Java Developer
4 14 (10.94%) Python Developer
5 13 (10.16%) .NET Software Developer
6 10 (7.81%) Senior Developer
7 9 (7.03%) AWS Developer
7 9 (7.03%) Systems Engineer
8 8 (6.25%) DevOps Developer
8 8 (6.25%) Full Stack Developer
8 8 (6.25%) Lead Developer
8 8 (6.25%) PHP Developer
9 7 (5.47%) Angular Developer
9 7 (5.47%) DevOps Engineer
10 5 (3.91%) Front End Developer (Client-Side Developer)
10 5 (3.91%) Java Scala Developer
10 5 (3.91%) JavaScript Developer
10 5 (3.91%) Lead DevOps
10 5 (3.91%) Node.js Developer
10 5 (3.91%) Scala Developer
Libraries, Frameworks & Software Standards
1 52 (40.63%) Node.js
2 51 (39.84%) RESTful
3 49 (38.28%) .NET
4 45 (35.16%) ASP.NET
5 40 (31.25%) ASP.NET MVC
5 40 (31.25%) ASP.NET Web API
6 39 (30.47%) ASP.NET MVC 5
6 39 (30.47%) WCF
7 25 (19.53%) AngularJS
8 24 (18.75%) Spring
9 20 (15.63%) HTML
10 19 (14.84%) Web Services
11 15 (11.72%) CSS
11 15 (11.72%) REST
12 14 (10.94%) .NET Framework
13 13 (10.16%) Code First Entity Framework
13 13 (10.16%) Entity Framework
13 13 (10.16%) SOAP
13 13 (10.16%) WinForms
13 13 (10.16%) WPF
Miscellaneous
1 12 (9.38%) Computer Science
1 12 (9.38%) Data Centre
2 10 (7.81%) Analytical Skills
3 5 (3.91%) Client/Server
4 4 (3.13%) Public Cloud
5 3 (2.34%) Algorithms
5 3 (2.34%) User Experience
6 2 (1.56%) Management Information System
7 1 (0.78%) Clustering
7 1 (0.78%) Digital Currency
7 1 (0.78%) Enterprise Software
7 1 (0.78%) Fintech
7 1 (0.78%) Greenfield Project
7 1 (0.78%) RIA
Operating Systems
1 39 (30.47%) Linux
2 24 (18.75%) Unix
3 19 (14.84%) Windows
4 9 (7.03%) CentOS
5 8 (6.25%) Ubuntu
6 5 (3.91%) Red Hat Enterprise Linux
7 1 (0.78%) Mac OS
7 1 (0.78%) Oracle Linux
7 1 (0.78%) Windows Server
Processes & Methodologies
1 79 (61.72%) Agile Software Development
2 59 (46.09%) MVC
3 47 (36.72%) TDD
4 43 (33.59%) BDD
5 39 (30.47%) Web Application Development
6 32 (25.00%) Business Intelligence
7 22 (17.19%) Continuous Integration
8 19 (14.84%) Scrum
9 17 (13.28%) Microservices
10 16 (12.50%) DevOps
11 15 (11.72%) Software Engineering
12 14 (10.94%) High Availability
12 14 (10.94%) Test Automation
13 13 (10.16%) SOA
14 11 (8.59%) Unit Testing
15 10 (7.81%) MapReduce
15 10 (7.81%) Multithreading
16 9 (7.03%) Mathematics
16 9 (7.03%) User Stories
17 8 (6.25%) Front End Development
Programming Languages
1 56 (43.75%) SQL
2 47 (36.72%) C#
3 40 (31.25%) Python
4 39 (30.47%) Ruby
5 36 (28.13%) Java
6 30 (23.44%) JavaScript
7 16 (12.50%) C
7 16 (12.50%) Perl
8 10 (7.81%) Scala
9 9 (7.03%) PHP
10 8 (6.25%) Bash Shell
11 7 (5.47%) C++
12 5 (3.91%) PowerShell
13 4 (3.13%) T-SQL
14 1 (0.78%) Erlang
14 1 (0.78%) ES6
14 1 (0.78%) ES7
14 1 (0.78%) Go
14 1 (0.78%) TypeScript
Qualifications
1 17 (13.28%) Degree
2 10 (7.81%) Computer Science Degree
3 4 (3.13%) Master's Degree
3 4 (3.13%) MBA
4 1 (0.78%) SC Cleared
4 1 (0.78%) Security Cleared
Quality Assurance & Compliance
1 6 (4.69%) QA
2 4 (3.13%) Data Quality
System Software
1 10 (7.81%) VMware Infrastructure
2 9 (7.03%) Docker
2 9 (7.03%) HDFS
2 9 (7.03%) Hyper-V
2 9 (7.03%) vSphere
3 5 (3.91%) Apache Flume
4 4 (3.13%) SAP ITS
4 4 (3.13%) VMware ESXi
5 1 (0.78%) Postfix
5 1 (0.78%) VirtualBox
Systems Management
1 8 (6.25%) Ansible
1 8 (6.25%) Kubernetes
1 8 (6.25%) Nagios
1 8 (6.25%) Puppet
2 7 (5.47%) Opscode Chef
3 5 (3.91%) Hadoop YARN
3 5 (3.91%) Terraform
4 4 (3.13%) Oozie
4 4 (3.13%) Salt
5 1 (0.78%) ZABBIX
Vendors
1 13 (10.16%) Oracle
2 10 (7.81%) VMware
3 9 (7.03%) Microsoft
4 7 (5.47%) Zend
5 5 (3.91%) Cloudera
5 5 (3.91%) SAP
6 4 (3.13%) AppDynamics
6 4 (3.13%) Citrix
6 4 (3.13%) New Relic
6 4 (3.13%) Rackspace
6 4 (3.13%) Red Hat
6 4 (3.13%) Tableau
7 2 (1.56%) Salesforce.com
7 2 (1.56%) SaltStack
8 1 (0.78%) RedGate
8 1 (0.78%) Xamarin