Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Berkshire > Reading
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 47 83 147
Rank change year-on-year +36 +64 -30
Permanent jobs citing NoSQL 117 73 46
As % of all permanent IT jobs advertised in Reading 5.24% 3.16% 1.34%
As % of the Database & Business Intelligence category 17.28% 12.46% 5.60%
Number of salaries quoted 92 73 59
Reading median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% -
10th Percentile £40,000 £32,100 £33,000
90th Percentile £66,250 £68,750 £60,000
Berkshire median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -10.00%

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 677 586 822
As % of all permanent IT jobs advertised in Reading 30.35% 25.35% 23.92%
Number of salaries quoted 583 495 702
Reading median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% -
10th Percentile £32,500 £29,000 £29,075
90th Percentile £75,000 £67,500 £67,500
Berkshire median annual salary £51,000 £47,500 £47,500
% change year-on-year +7.37% - -

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 23 October 2018.

Salary histogram for NoSQL in Reading

For the 6 months to 23 October 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 99 (84.62%) Java
2 92 (78.63%) Python
3 88 (75.21%) Linux
4 58 (49.57%) Spring
5 51 (43.59%) Relational Database
6 50 (42.74%) Agile Software Development
6 50 (42.74%) RDBMS
7 49 (41.88%) Amazon AWS
8 43 (36.75%) Software Engineering
9 41 (35.04%) SQL
9 41 (35.04%) MongoDB
10 40 (34.19%) Apache Cassandra
10 40 (34.19%) SQL Server
11 38 (32.48%) Git (software)
12 37 (31.62%) JavaScript
13 36 (30.77%) Web Services
13 36 (30.77%) Node.js
13 36 (30.77%) Analytical Skills
14 33 (28.21%) Unix
14 33 (28.21%) Oracle
15 31 (26.50%) Continuous Integration
15 31 (26.50%) Multithreading
16 29 (24.79%) Enterprise Software
17 27 (23.08%) JMS
17 27 (23.08%) Scrum
17 27 (23.08%) Microservices
18 26 (22.22%) Java 8
18 26 (22.22%) Amazon DynamoDB
19 25 (21.37%) Fintech
20 24 (20.51%) Degree

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 13 (11.11%) Elasticsearch
2 12 (10.26%) Oracle SOA Suite
3 5 (4.27%) JBoss
3 5 (4.27%) OpenStack
4 4 (3.42%) Apache Pig
4 4 (3.42%) Apache Spark
4 4 (3.42%) nginx
4 4 (3.42%) Tomcat
Cloud Services
1 49 (41.88%) Amazon AWS
2 14 (11.97%) GitHub
2 14 (11.97%) Microsoft Azure
3 10 (8.55%) Amazon EC2
4 7 (5.98%) PaaS
5 6 (5.13%) Amazon EMR
5 6 (5.13%) Amazon S3
6 5 (4.27%) OpenShift
7 4 (3.42%) Amazon ElastiCache
7 4 (3.42%) AWS CloudFormation
7 4 (3.42%) AWS Elastic Beanstalk
7 4 (3.42%) AWS Lambda
7 4 (3.42%) Cloud Computing
7 4 (3.42%) CloudFront
7 4 (3.42%) Route 53
7 4 (3.42%) Serverless
7 4 (3.42%) Virtual Private Cloud
8 2 (1.71%) Amazon ELB
8 2 (1.71%) SaaS
9 1 (0.85%) Google Cloud Platform
Communications & Networking
1 5 (4.27%) Internet
2 4 (3.42%) Firewall
2 4 (3.42%) HTTP
2 4 (3.42%) SNMP
2 4 (3.42%) VPN
3 3 (2.56%) Network Security
4 1 (0.85%) SSH
Database & Business Intelligence
1 51 (43.59%) Relational Database
2 50 (42.74%) RDBMS
3 41 (35.04%) MongoDB
4 40 (34.19%) Apache Cassandra
4 40 (34.19%) SQL Server
5 26 (22.22%) Amazon DynamoDB
6 15 (12.82%) MySQL
7 13 (11.11%) Big Data
8 9 (7.69%) CouchDB
8 9 (7.69%) Hadoop
9 6 (5.13%) Amazon RDS
10 5 (4.27%) SQL Server Integration Services
11 4 (3.42%) Apache Hive
11 4 (3.42%) Cloudera CDH
11 4 (3.42%) Couchbase
11 4 (3.42%) Data Warehouse
11 4 (3.42%) QlikView
11 4 (3.42%) Spark SQL
11 4 (3.42%) SQL Server Analysis Services
11 4 (3.42%) Sqoop
Development Applications
1 38 (32.48%) Git (software)
2 17 (14.53%) Jenkins
3 15 (12.82%) Subversion
4 7 (5.98%) Maven
5 5 (4.27%) Bitbucket
5 5 (4.27%) GitLab
5 5 (4.27%) JIRA
5 5 (4.27%) Team Foundation Server
6 4 (3.42%) Atlassian Bamboo
6 4 (3.42%) Cucumber
6 4 (3.42%) Eclipse
6 4 (3.42%) Sonatype Nexus
6 4 (3.42%) Vagrant
7 1 (0.85%) CircleCI
7 1 (0.85%) Emacs
7 1 (0.85%) Grunt
7 1 (0.85%) Visual Studio
7 1 (0.85%) Visual Studio Team System
General
1 12 (10.26%) Finance
2 11 (9.40%) Telecoms
3 5 (4.27%) Electronics
3 5 (4.27%) Financial Institution
3 5 (4.27%) Manufacturing
3 5 (4.27%) Marketing
4 2 (1.71%) Legal
5 1 (0.85%) Advertising
5 1 (0.85%) Automotive
5 1 (0.85%) Banking
5 1 (0.85%) Retail
Job Titles
1 86 (73.50%) Developer
2 61 (52.14%) Java Developer
3 46 (39.32%) Linux Developer
4 25 (21.37%) AWS Developer
4 25 (21.37%) Java Developer - Fintech
4 25 (21.37%) Senior Developer
5 17 (14.53%) NoSQL Developer
5 17 (14.53%) Python Developer
5 17 (14.53%) Senior Python Developer
6 12 (10.26%) DevOps Engineer
7 11 (9.40%) Software Engineer
8 10 (8.55%) JavaScript Developer
9 8 (6.84%) Senior Java Developer
10 7 (5.98%) .NET Developer
11 6 (5.13%) Senior DevOps
11 6 (5.13%) Senior DevOps Engineer
12 5 (4.27%) Backend Developer
12 5 (4.27%) Java Engineer
12 5 (4.27%) Java Software Engineer
13 4 (3.42%) Architect
Libraries, Frameworks & Software Standards
1 58 (49.57%) Spring
2 36 (30.77%) Node.js
2 36 (30.77%) Web Services
3 27 (23.08%) JMS
4 16 (13.68%) .NET
5 14 (11.97%) RESTful
6 12 (10.26%) J2SE
7 11 (9.40%) CSS
7 11 (9.40%) HTML
7 11 (9.40%) Java SE
7 11 (9.40%) Kafka
8 8 (6.84%) Apache Flex
9 5 (4.27%) AngularJS
9 5 (4.27%) HTML5
9 5 (4.27%) jQuery
9 5 (4.27%) React
9 5 (4.27%) Spring Boot
10 4 (3.42%) ASP.NET MVC
10 4 (3.42%) J2EE
10 4 (3.42%) Spark Streaming
Miscellaneous
1 36 (30.77%) Analytical Skills
2 29 (24.79%) Enterprise Software
3 25 (21.37%) Fintech
4 19 (16.24%) Computer Science
5 9 (7.69%) Management Information System
6 7 (5.98%) Algorithms
7 6 (5.13%) Linux Command Line
8 5 (4.27%) Client/Server
8 5 (4.27%) Digital Currency
8 5 (4.27%) Internet of Things
8 5 (4.27%) Self-Motivation
9 4 (3.42%) Data Centre
9 4 (3.42%) Private Cloud
10 3 (2.56%) Greenfield Project
11 2 (1.71%) Clustering
11 2 (1.71%) Replication
11 2 (1.71%) User Experience
12 1 (0.85%) Credit Risk
12 1 (0.85%) Robotics
12 1 (0.85%) Tandem
Operating Systems
1 88 (75.21%) Linux
2 33 (28.21%) Unix
3 13 (11.11%) Red Hat Enterprise Linux
4 8 (6.84%) CentOS
5 4 (3.42%) Ubuntu
5 4 (3.42%) Windows
Processes & Methodologies
1 50 (42.74%) Agile Software Development
2 43 (36.75%) Software Engineering
3 31 (26.50%) Continuous Integration
3 31 (26.50%) Multithreading
4 27 (23.08%) Microservices
4 27 (23.08%) Scrum
5 22 (18.80%) DevOps
6 19 (16.24%) Configuration Management
6 19 (16.24%) Mathematics
7 15 (12.82%) Analytics
7 15 (12.82%) Test Automation
8 14 (11.97%) SOA
9 13 (11.11%) Business Intelligence
9 13 (11.11%) High Availability
10 12 (10.26%) OO
11 11 (9.40%) Machine Learning
11 11 (9.40%) SDLC
11 11 (9.40%) Statistics
12 10 (8.55%) Data Analytics
13 9 (7.69%) Open Source
Programming Languages
1 99 (84.62%) Java
2 92 (78.63%) Python
3 41 (35.04%) SQL
4 37 (31.62%) JavaScript
5 26 (22.22%) Java 8
6 20 (17.09%) Go
7 16 (13.68%) C#
8 15 (12.82%) C
8 15 (12.82%) Ruby
9 10 (8.55%) Bash Shell
10 9 (7.69%) Cython
11 8 (6.84%) Shell Script
12 6 (5.13%) C++
13 5 (4.27%) Erlang
13 5 (4.27%) Scala
14 1 (0.85%) Perl
14 1 (0.85%) PHP
14 1 (0.85%) TypeScript
Qualifications
1 24 (20.51%) Degree
2 9 (7.69%) Numerate Degree
3 8 (6.84%) Computer Science Degree
4 1 (0.85%) TOGAF Certification
Quality Assurance & Compliance
1 6 (5.13%) QA
System Software
1 18 (15.38%) Docker
2 9 (7.69%) VMware Infrastructure
3 5 (4.27%) KVM
3 5 (4.27%) oVirt
4 4 (3.42%) Apache Flume
4 4 (3.42%) HDFS
4 4 (3.42%) Virtual Machines
4 4 (3.42%) VMware Server
5 1 (0.85%) zsh
Systems Management
1 16 (13.68%) Kubernetes
2 15 (12.82%) Puppet
3 11 (9.40%) Opscode Chef
4 10 (8.55%) Nagios
5 9 (7.69%) Ansible
6 8 (6.84%) Rundeck
6 8 (6.84%) Terraform
7 6 (5.13%) Docker Swarm
8 5 (4.27%) Kibana
8 5 (4.27%) Mesos
8 5 (4.27%) rkt
9 4 (3.42%) Oozie
9 4 (3.42%) Rancher
9 4 (3.42%) Salt
10 2 (1.71%) Prometheus
10 2 (1.71%) ZABBIX
11 1 (0.85%) Grafana
11 1 (0.85%) HAProxy
11 1 (0.85%) logstash
11 1 (0.85%) Marathon
Vendors
1 33 (28.21%) Oracle
2 9 (7.69%) Red Hat
2 9 (7.69%) VMware
3 8 (6.84%) Microsoft
4 5 (4.27%) SaltStack
4 5 (4.27%) SAP
5 4 (3.42%) Cloudera
5 4 (3.42%) Hortonworks
5 4 (3.42%) Tableau
6 3 (2.56%) Yahoo!
7 1 (0.85%) Google
7 1 (0.85%) IBM