Period
to 22 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

NoSQL
Berkshire > Reading
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 67 60 95
Rank change year-on-year -7 +35 +39
Permanent jobs citing NoSQL 79 105 80
As % of all permanent IT jobs advertised in Reading 3.95% 4.11% 2.67%
As % of the Database & Business Intelligence category 13.76% 16.75% 11.56%
Number of salaries quoted 67 98 99
Reading median annual salary £57,500 £43,750 £45,000
Median salary % change year-on-year +31.43% -2.78% -5.26%
10th Percentile £40,000 £32,000 £33,600
90th Percentile £77,500 £69,125 £60,000
Berkshire median annual salary £60,000 £47,500 £45,000
% change year-on-year +26.32% +5.56% -5.26%

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 574 627 692
As % of all permanent IT jobs advertised in Reading 28.73% 24.56% 23.08%
Number of salaries quoted 500 553 580
Reading median annual salary £51,500 £45,000 £45,000
Median salary % change year-on-year +14.44% - -
10th Percentile £31,250 £29,000 £28,750
90th Percentile £77,625 £67,500 £67,500
Berkshire median annual salary £55,000 £47,500 £47,500
% change year-on-year +15.79% - -

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 January 2019.

Salary histogram for NoSQL in Reading

For the 6 months to 22 January 2019, 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 67 (84.81%) Python
2 66 (83.54%) Java
3 57 (72.15%) Linux
4 46 (58.23%) JavaScript
5 44 (55.70%) Relational Database
6 42 (53.16%) Amazon AWS
7 41 (51.90%) Agile Software Development
8 39 (49.37%) RDBMS
8 39 (49.37%) Git (software)
9 38 (48.10%) Unix
10 35 (44.30%) Continuous Integration
11 34 (43.04%) Scrum
11 34 (43.04%) Software Engineering
12 33 (41.77%) SQL Server
12 33 (41.77%) MongoDB
13 30 (37.97%) Microservices
13 30 (37.97%) Apache Cassandra
14 28 (35.44%) Spring
15 26 (32.91%) MySQL
15 26 (32.91%) Oracle
16 24 (30.38%) Degree
16 24 (30.38%) Mathematics
16 24 (30.38%) Computer Science
17 21 (26.58%) SQL
18 20 (25.32%) Node.js
18 20 (25.32%) Test Automation
18 20 (25.32%) Microsoft Azure
18 20 (25.32%) DevOps
18 20 (25.32%) Amazon DynamoDB
18 20 (25.32%) Java 8

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 12 (15.19%) Elasticsearch
2 4 (5.06%) Apache Pig
2 4 (5.06%) Apache Spark
2 4 (5.06%) nginx
2 4 (5.06%) Tomcat
3 2 (2.53%) Apache
4 1 (1.27%) CMS
4 1 (1.27%) Liferay
4 1 (1.27%) WordPress
Cloud Services
1 42 (53.16%) Amazon AWS
2 20 (25.32%) Microsoft Azure
3 10 (12.66%) Amazon EC2
4 9 (11.39%) AWS Lambda
4 9 (11.39%) Google Cloud Platform
4 9 (11.39%) Serverless
5 8 (10.13%) GitHub
6 6 (7.59%) Amazon S3
7 5 (6.33%) Amazon EMR
8 4 (5.06%) Amazon ElastiCache
8 4 (5.06%) AWS CloudFormation
8 4 (5.06%) AWS Elastic Beanstalk
8 4 (5.06%) Cloud Computing
8 4 (5.06%) CloudFront
8 4 (5.06%) PaaS
8 4 (5.06%) Route 53
8 4 (5.06%) SaaS
8 4 (5.06%) Virtual Private Cloud
9 3 (3.80%) IBM Cloud
10 1 (1.27%) Amazon SQS
Communications & Networking
1 4 (5.06%) Firewall
1 4 (5.06%) HTTP
1 4 (5.06%) SNMP
1 4 (5.06%) VPN
2 2 (2.53%) Network Security
3 1 (1.27%) Internet
Database & Business Intelligence
1 44 (55.70%) Relational Database
2 39 (49.37%) RDBMS
3 33 (41.77%) MongoDB
3 33 (41.77%) SQL Server
4 30 (37.97%) Apache Cassandra
5 26 (32.91%) MySQL
6 20 (25.32%) Amazon DynamoDB
7 15 (18.99%) Big Data
8 14 (17.72%) CouchDB
9 7 (8.86%) PostgreSQL
10 6 (7.59%) Redis
11 5 (6.33%) Amazon RDS
12 4 (5.06%) Apache Hive
12 4 (5.06%) Couchbase
12 4 (5.06%) Hadoop
12 4 (5.06%) HBase
12 4 (5.06%) QlikView
12 4 (5.06%) SQL Server Analysis Services
12 4 (5.06%) SQL Server Integration Services
12 4 (5.06%) Sqoop
Development Applications
1 39 (49.37%) Git (software)
2 14 (17.72%) Jenkins
3 9 (11.39%) Subversion
4 5 (6.33%) Team Foundation Server
5 4 (5.06%) Atlassian Bamboo
5 4 (5.06%) Cucumber
5 4 (5.06%) Eclipse
5 4 (5.06%) JIRA
5 4 (5.06%) Sonatype Nexus
5 4 (5.06%) Vagrant
6 3 (3.80%) Maven
7 1 (1.27%) Bitbucket
7 1 (1.27%) Gradle
7 1 (1.27%) Visual Studio
7 1 (1.27%) Visual Studio Team System
General
1 10 (12.66%) Telecoms
2 9 (11.39%) Finance
3 8 (10.13%) Electronics
3 8 (10.13%) Manufacturing
3 8 (10.13%) Marketing
4 5 (6.33%) Publishing
5 4 (5.06%) Legal
5 4 (5.06%) Retail
6 3 (3.80%) Banking
7 1 (1.27%) Advertising
Job Titles
1 63 (79.75%) Developer
2 36 (45.57%) Java Developer
3 32 (40.51%) Linux Developer
4 28 (35.44%) Senior Developer
5 27 (34.18%) Python Developer
6 24 (30.38%) NoSQL Developer
7 22 (27.85%) Senior Python Developer
8 18 (22.78%) AWS Developer
9 10 (12.66%) JavaScript Developer
10 9 (11.39%) Senior Java Developer
11 8 (10.13%) DevOps Engineer
11 8 (10.13%) Java Developer - Fintech
12 6 (7.59%) Architect
12 6 (7.59%) Backend Developer
12 6 (7.59%) C# Developer
12 6 (7.59%) PHP Developer
12 6 (7.59%) Senior DevOps
12 6 (7.59%) Senior DevOps Engineer
13 5 (6.33%) C Developer
13 5 (6.33%) C++ Developer
Libraries, Frameworks & Software Standards
1 28 (35.44%) Spring
2 20 (25.32%) Node.js
3 19 (24.05%) RESTful
3 19 (24.05%) Web Services
4 16 (20.25%) Java SE
5 11 (13.92%) CSS
5 11 (13.92%) HTML
6 10 (12.66%) .NET
7 9 (11.39%) AngularJS
8 8 (10.13%) HTML5
8 8 (10.13%) JMS
8 8 (10.13%) React
9 7 (8.86%) jQuery
10 5 (6.33%) Kafka
10 5 (6.33%) SOAP
10 5 (6.33%) XML
11 4 (5.06%) CSS3
11 4 (5.06%) J2EE
11 4 (5.06%) JSON
11 4 (5.06%) Twitter Bootstrap
Miscellaneous
1 14 (17.72%) Analytical Skills
2 12 (15.19%) Enterprise Software
3 10 (12.66%) Algorithms
4 9 (11.39%) Fintech
5 5 (6.33%) Linux Command Line
6 4 (5.06%) Data Centre
6 4 (5.06%) Management Information System
6 4 (5.06%) Private Cloud
7 3 (3.80%) Greenfield Project
7 3 (3.80%) Robotics
7 3 (3.80%) Tandem
8 2 (2.53%) User Experience
9 1 (1.27%) Clustering
9 1 (1.27%) Internet of Things
9 1 (1.27%) Mobile App
9 1 (1.27%) Replication
Operating Systems
1 57 (72.15%) Linux
2 38 (48.10%) Unix
3 8 (10.13%) CentOS
3 8 (10.13%) Red Hat Enterprise Linux
4 4 (5.06%) Ubuntu
4 4 (5.06%) Windows
Processes & Methodologies
1 41 (51.90%) Agile Software Development
2 35 (44.30%) Continuous Integration
3 34 (43.04%) Scrum
3 34 (43.04%) Software Engineering
4 30 (37.97%) Microservices
5 24 (30.38%) Computer Science
5 24 (30.38%) Mathematics
6 20 (25.32%) DevOps
6 20 (25.32%) Test Automation
7 18 (22.78%) Multithreading
8 16 (20.25%) Machine Learning
8 16 (20.25%) Statistics
9 15 (18.99%) Business Intelligence
10 14 (17.72%) OO
11 13 (16.46%) Analytics
11 13 (16.46%) Configuration Management
12 10 (12.66%) Data Analytics
13 9 (11.39%) Open Source
14 8 (10.13%) High Availability
14 8 (10.13%) User Stories
Programming Languages
1 67 (84.81%) Python
2 66 (83.54%) Java
3 46 (58.23%) JavaScript
4 21 (26.58%) SQL
5 20 (25.32%) Java 8
6 18 (22.78%) C#
7 17 (21.52%) Go
8 14 (17.72%) C
8 14 (17.72%) Cython
9 10 (12.66%) Ruby
10 8 (10.13%) Shell Script
11 7 (8.86%) PHP
11 7 (8.86%) TypeScript
12 6 (7.59%) Kotlin
13 5 (6.33%) Apple Swift
13 5 (6.33%) C++
13 5 (6.33%) ES6
13 5 (6.33%) Objective-C
13 5 (6.33%) Perl
13 5 (6.33%) Scala
Qualifications
1 24 (30.38%) Degree
2 14 (17.72%) Numerate Degree
3 8 (10.13%) Computer Science Degree
4 3 (3.80%) TOGAF Certification
Quality Assurance & Compliance
1 12 (15.19%) QA
System Software
1 6 (7.59%) Docker
2 4 (5.06%) Apache Flume
2 4 (5.06%) HDFS
2 4 (5.06%) Virtual Machines
2 4 (5.06%) VMware Infrastructure
2 4 (5.06%) VMware Server
Systems Management
1 9 (11.39%) Kubernetes
1 9 (11.39%) Nagios
1 9 (11.39%) Puppet
2 8 (10.13%) Rundeck
3 5 (6.33%) Docker Swarm
3 5 (6.33%) Opscode Chef
3 5 (6.33%) Terraform
4 4 (5.06%) Ansible
4 4 (5.06%) Kibana
4 4 (5.06%) Mesos
4 4 (5.06%) Oozie
4 4 (5.06%) Rancher
4 4 (5.06%) Salt
5 1 (1.27%) Prometheus
5 1 (1.27%) ZABBIX
Vendors
1 26 (32.91%) Oracle
2 8 (10.13%) SAP
3 6 (7.59%) Microsoft
4 4 (5.06%) Cloudera
4 4 (5.06%) Hortonworks
4 4 (5.06%) Red Hat
4 4 (5.06%) Tableau
4 4 (5.06%) VMware
5 3 (3.80%) Google
5 3 (3.80%) IBM
6 1 (1.27%) Atlassian
6 1 (1.27%) Zend