Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
Berkshire > Reading
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 80 138 113
Rank change year-on-year +58 -25 +90
Permanent jobs citing NoSQL 78 58 106
As % of all permanent IT jobs advertised in Reading 3.27% 1.66% 2.28%
As % of the Database & Business Intelligence category 13.24% 7.06% 7.95%
Number of salaries quoted 72 73 80
Reading median annual salary £45,000 £47,500 £50,000
Median salary % change year-on-year -5.26% -5.00% +11.11%
10th Percentile £32,000 £33,000 £32,500
90th Percentile £71,250 £57,000 £67,500
Berkshire median annual salary £47,500 £45,000 £50,000
% change year-on-year +5.56% -10.00% +17.65%

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 589 821 1334
As % of all permanent IT jobs advertised in Reading 24.66% 23.56% 28.71%
Number of salaries quoted 506 706 1123
Reading median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - +5.56%
10th Percentile £29,000 £28,875 £32,500
90th Percentile £67,500 £67,500 £63,500
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 24 November 2017.

Salary histogram for NoSQL in Reading

For the 6 months to 24 November 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Reading region with a requirement for NoSQL.

1 48 (61.54%) Agile Software Development
2 43 (55.13%) Git (software)
3 42 (53.85%) SQL
4 34 (43.59%) SQL Server
5 33 (42.31%) MVC
6 32 (41.03%) .NET
7 31 (39.74%) C#
8 30 (38.46%) ASP.NET
8 30 (38.46%) TDD
9 28 (35.90%) Node.js
10 27 (34.62%) BDD
10 27 (34.62%) Linux
10 27 (34.62%) Python
11 26 (33.33%) ASP.NET MVC
11 26 (33.33%) RESTful
11 26 (33.33%) Amazon AWS
11 26 (33.33%) ASP.NET Web API
12 25 (32.05%) Web Application Development
12 25 (32.05%) JavaScript
12 25 (32.05%) Business Intelligence
13 24 (30.77%) WCF
14 23 (29.49%) Ruby
14 23 (29.49%) SQL Server 2016
14 23 (29.49%) ASP.NET MVC 5
15 22 (28.21%) Java
16 18 (23.08%) Unix
16 18 (23.08%) Microsoft Azure
17 17 (21.79%) Continuous Integration
17 17 (21.79%) Perl
18 16 (20.51%) Microservices

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 10 (12.82%) Elasticsearch
2 9 (11.54%) Apache Spark
2 9 (11.54%) OpenStack
3 4 (5.13%) Apache Pig
3 4 (5.13%) IIS
4 2 (2.56%) Apache Solr
Business Applications
1 4 (5.13%) SAP S/4HANA
Cloud Services
1 26 (33.33%) Amazon AWS
2 18 (23.08%) Microsoft Azure
3 10 (12.82%) SaaS
4 7 (8.97%) Amazon EC2
5 4 (5.13%) Amazon EMR
5 4 (5.13%) AWS CloudFormation
5 4 (5.13%) GitHub
Communications & Networking
1 12 (15.38%) TCP/IP
2 10 (12.82%) Internet
3 7 (8.97%) DHCP
3 7 (8.97%) DNS
4 4 (5.13%) BGP
4 4 (5.13%) EIGRP
4 4 (5.13%) Firewall
4 4 (5.13%) MPLS
4 4 (5.13%) OSPF
4 4 (5.13%) RIP
5 1 (1.28%) HTTP
Database & Business Intelligence
1 34 (43.59%) SQL Server
2 23 (29.49%) SQL Server 2016
3 13 (16.67%) Hadoop
3 13 (16.67%) Relational Database
4 11 (14.10%) Big Data
5 10 (12.82%) MySQL
6 8 (10.26%) RDBMS
7 7 (8.97%) Redis
8 6 (7.69%) MongoDB
9 4 (5.13%) Apache Cassandra
9 4 (5.13%) Apache Hive
9 4 (5.13%) Data Warehouse
9 4 (5.13%) GIS
9 4 (5.13%) HBase
9 4 (5.13%) Impala
9 4 (5.13%) Power BI
9 4 (5.13%) SAP HANA
9 4 (5.13%) SQL Server Analysis Services
9 4 (5.13%) Sqoop
9 4 (5.13%) Star Schema
Development Applications
1 43 (55.13%) Git (software)
2 8 (10.26%) JIRA
3 7 (8.97%) Ant
3 7 (8.97%) Maven
4 5 (6.41%) Bitbucket
4 5 (6.41%) JIRA Agile
4 5 (6.41%) Octopus Deploy
4 5 (6.41%) Subversion
5 4 (5.13%) Atlassian Bamboo
5 4 (5.13%) GitLab
5 4 (5.13%) Jenkins
5 4 (5.13%) Vagrant
6 3 (3.85%) Apache Ivy
6 3 (3.85%) Gradle
7 2 (2.56%) Grunt
7 2 (2.56%) gulp
8 1 (1.28%) MSBuild
8 1 (1.28%) Team Foundation Server
8 1 (1.28%) TeamCity
General
1 4 (5.13%) Digital Economy
2 3 (3.85%) Finance
2 3 (3.85%) Marketing
3 2 (2.56%) Back Office
3 2 (2.56%) Billing
3 2 (2.56%) Telecoms
4 1 (1.28%) Banking
4 1 (1.28%) Financial Institution
Job Titles
1 46 (58.97%) Developer
2 26 (33.33%) .NET Developer
3 13 (16.67%) Systems Engineer
4 9 (11.54%) Java Developer
5 6 (7.69%) DevOps Engineer
6 5 (6.41%) Java Scala Developer
6 5 (6.41%) Scala Developer
7 4 (5.13%) Angular Developer
7 4 (5.13%) Business Developer
7 4 (5.13%) Business Intelligence Developer
7 4 (5.13%) NoSQL Engineer
7 4 (5.13%) SAP Engineer
7 4 (5.13%) Senior Developer
7 4 (5.13%) Senior Java Developer
8 3 (3.85%) Big Data Developer
8 3 (3.85%) PHP Developer
8 3 (3.85%) Python Developer
8 3 (3.85%) Release Engineer
8 3 (3.85%) Systems Developer
8 3 (3.85%) Technical Leader
Libraries, Frameworks & Software Standards
1 32 (41.03%) .NET
2 30 (38.46%) ASP.NET
3 28 (35.90%) Node.js
4 26 (33.33%) ASP.NET MVC
4 26 (33.33%) ASP.NET Web API
4 26 (33.33%) RESTful
5 24 (30.77%) WCF
6 23 (29.49%) ASP.NET MVC 5
7 14 (17.95%) HTML
8 13 (16.67%) AngularJS
9 12 (15.38%) Web Services
10 11 (14.10%) Spring
11 9 (11.54%) CSS
11 9 (11.54%) REST
11 9 (11.54%) SOAP
12 7 (8.97%) JSON
13 6 (7.69%) Angular 2
14 5 (6.41%) ASP.NET Core
14 5 (6.41%) Java EE
14 5 (6.41%) XML
Miscellaneous
1 10 (12.82%) Computer Science
2 9 (11.54%) Analytical Skills
3 7 (8.97%) Data Centre
4 5 (6.41%) Client/Server
4 5 (6.41%) Public Cloud
5 1 (1.28%) Clustering
5 1 (1.28%) Digital Currency
5 1 (1.28%) Fintech
5 1 (1.28%) Management Information System
Operating Systems
1 27 (34.62%) Linux
2 18 (23.08%) Unix
3 11 (14.10%) CentOS
3 11 (14.10%) Ubuntu
4 8 (10.26%) Windows
5 4 (5.13%) Red Hat Enterprise Linux
6 1 (1.28%) Mac OS
6 1 (1.28%) Windows Server
Processes & Methodologies
1 48 (61.54%) Agile Software Development
2 33 (42.31%) MVC
3 30 (38.46%) TDD
4 27 (34.62%) BDD
5 25 (32.05%) Business Intelligence
5 25 (32.05%) Web Application Development
6 17 (21.79%) Continuous Integration
7 16 (20.51%) Microservices
8 13 (16.67%) High Availability
8 13 (16.67%) Scrum
9 9 (11.54%) Continuous Delivery
9 9 (11.54%) MapReduce
9 9 (11.54%) Open Source
9 9 (11.54%) Test Automation
10 8 (10.26%) Mathematics
10 8 (10.26%) SOA
11 7 (8.97%) DevOps
11 7 (8.97%) Load Balancing
11 7 (8.97%) Release Automation
12 6 (7.69%) SDLC
Programming Languages
1 42 (53.85%) SQL
2 31 (39.74%) C#
3 27 (34.62%) Python
4 25 (32.05%) JavaScript
5 23 (29.49%) Ruby
6 22 (28.21%) Java
7 17 (21.79%) Perl
8 14 (17.95%) Bash Shell
9 11 (14.10%) Scala
10 5 (6.41%) PowerShell
11 4 (5.13%) T-SQL
12 3 (3.85%) PHP
13 2 (2.56%) TypeScript
14 1 (1.28%) C
14 1 (1.28%) C++
14 1 (1.28%) Erlang
14 1 (1.28%) ES6
14 1 (1.28%) Go
Qualifications
1 15 (19.23%) Degree
2 10 (12.82%) Computer Science Degree
3 4 (5.13%) Master's Degree
3 4 (5.13%) MBA
Quality Assurance & Compliance
1 4 (5.13%) Data Quality
1 4 (5.13%) QA
2 1 (1.28%) ISO 22301
2 1 (1.28%) ISO 9001
2 1 (1.28%) ISO/IEC 27001
2 1 (1.28%) PCI DSS
2 1 (1.28%) SLA
System Software
1 11 (14.10%) Docker
1 11 (14.10%) VMware Infrastructure
2 9 (11.54%) HDFS
2 9 (11.54%) vSphere
3 8 (10.26%) Hyper-V
4 6 (7.69%) VMware ESXi
5 4 (5.13%) Apache Flume
5 4 (5.13%) SAP ITS
6 2 (2.56%) KVM
6 2 (2.56%) VirtualBox
Systems Management
1 10 (12.82%) Ansible
1 10 (12.82%) Opscode Chef
1 10 (12.82%) Puppet
2 9 (11.54%) Kubernetes
3 8 (10.26%) Nagios
4 7 (8.97%) Salt
5 5 (6.41%) Hadoop YARN
6 4 (5.13%) Oozie
6 4 (5.13%) Terraform
Vendors
1 11 (14.10%) Microsoft
1 11 (14.10%) VMware
2 7 (8.97%) Red Hat
3 6 (7.69%) Rackspace
4 4 (5.13%) AppDynamics
4 4 (5.13%) Citrix
4 4 (5.13%) Cloudera
4 4 (5.13%) New Relic
4 4 (5.13%) Oracle
4 4 (5.13%) SAP
4 4 (5.13%) Tableau
5 2 (2.56%) SaltStack
5 2 (2.56%) Zend
6 1 (1.28%) RedGate