Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
South East > Berkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 69 164 158
Rank change year-on-year +95 -6 +82
Permanent jobs citing NoSQL 253 151 201
As % of all permanent IT jobs advertised in Berkshire 4.02% 1.76% 1.82%
As % of the Database & Business Intelligence category 13.84% 6.99% 6.49%
Number of salaries quoted 214 154 174
Berkshire median annual salary £47,500 £45,000 £50,000
Median salary % change year-on-year +5.56% -10.00% +17.65%
10th Percentile £31,250 £33,000 £33,750
90th Percentile £79,625 £63,375 £68,375
South East median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% -

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 Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Permanent vacancies with a requirement for database or business intelligence skills 1828 2160 3097
As % of all permanent IT jobs advertised in Berkshire 29.03% 25.14% 28.01%
Number of salaries quoted 1577 1854 2576
Berkshire median annual salary £47,500 £48,500 £47,500
Median salary % change year-on-year -2.06% +2.11% +7.95%
10th Percentile £28,900 £30,500 £30,750
90th Percentile £71,000 £68,750 £67,500
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +3.61%

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
Salary Trend in Berkshire

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

Salary trend for NoSQL in Berkshire

NoSQL
Salary Histogram in Berkshire

The salary distribution of IT jobs citing NoSQL in Berkshire over the 6 months to 20 November 2017.

Salary histogram for NoSQL in Berkshire

NoSQL
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Berkshire region over the 6 months to 20 November 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +58 77 £45,000 -5.26% 5
Ascot - 43 £47,500 - 3
Slough +26 39 £60,000 +20.00%
Newbury 0 29 £55,000 +69.23%
Wokingham - 23 £35,000 - 1
Windsor +18 2 £40,500 +12.50%
Maidenhead -17 2 £77,000 +91.30%
Bracknell -11 1 £100,000 +122.22% 1
NoSQL
South East

For the 6 months to 20 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 Berkshire region with a requirement for NoSQL.

1 139 (54.94%) Agile Software Development
2 109 (43.08%) SQL
3 106 (41.90%) Git (software)
4 102 (40.32%) MVC
5 101 (39.92%) RESTful
6 93 (36.76%) JavaScript
7 92 (36.36%) TDD
8 78 (30.83%) Java
9 72 (28.46%) Amazon AWS
10 71 (28.06%) C#
10 71 (28.06%) .NET
10 71 (28.06%) SQL Server
10 71 (28.06%) Node.js
11 68 (26.88%) Python
12 66 (26.09%) HTML
13 61 (24.11%) MySQL
13 61 (24.11%) ASP.NET
13 61 (24.11%) CSS
14 59 (23.32%) Ruby
15 58 (22.92%) Continuous Integration
16 57 (22.53%) Linux
16 57 (22.53%) BDD
17 54 (21.34%) ASP.NET MVC
18 53 (20.95%) OO
19 52 (20.55%) ASP.NET Web API
20 50 (19.76%) Web Application Development
21 49 (19.37%) Business Intelligence
22 47 (18.58%) WCF
23 45 (17.79%) Spring
23 45 (17.79%) High Availability

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 26 (10.28%) CMS
2 23 (9.09%) Elasticsearch
3 10 (3.95%) Apache Solr
3 10 (3.95%) Apache Spark
4 9 (3.56%) OpenStack
5 6 (2.37%) Apache Pig
6 5 (1.98%) IIS
7 3 (1.19%) Cloud Foundry
7 3 (1.19%) Oracle SOA Suite
8 2 (0.79%) Amazon Alexa
8 2 (0.79%) WebLogic
9 1 (0.40%) SAS
Business Applications
1 6 (2.37%) SAP S/4HANA
Cloud Services
1 72 (28.46%) Amazon AWS
2 34 (13.44%) Microsoft Azure
3 24 (9.49%) Amazon SQS
4 20 (7.91%) SaaS
5 7 (2.77%) Amazon EC2
6 6 (2.37%) IaaS
6 6 (2.37%) PaaS
7 4 (1.58%) Amazon EMR
7 4 (1.58%) AWS CloudFormation
7 4 (1.58%) GitHub
8 3 (1.19%) Akamai
Communications & Networking
1 24 (9.49%) AMQP
2 14 (5.53%) HTTP
3 12 (4.74%) TCP/IP
4 10 (3.95%) Internet
5 7 (2.77%) DHCP
5 7 (2.77%) DNS
6 6 (2.37%) Firewall
7 4 (1.58%) BGP
7 4 (1.58%) EIGRP
7 4 (1.58%) MPLS
7 4 (1.58%) OSPF
7 4 (1.58%) RIP
8 2 (0.79%) Ethernet
8 2 (0.79%) F5 BIG-IP GTM
8 2 (0.79%) F5 BIG-IP LTM
8 2 (0.79%) LAN
8 2 (0.79%) NAS
8 2 (0.79%) SAN
8 2 (0.79%) WAN
Database & Business Intelligence
1 71 (28.06%) SQL Server
2 61 (24.11%) MySQL
3 42 (16.60%) Apache Cassandra
4 40 (15.81%) MongoDB
5 35 (13.83%) Big Data
6 29 (11.46%) Relational Database
7 27 (10.67%) Amazon DynamoDB
8 24 (9.49%) SQL Server 2014
9 21 (8.30%) SQL Server 2016
10 20 (7.91%) Hadoop
11 16 (6.32%) RDBMS
12 12 (4.74%) Redis
13 10 (3.95%) SQL Server 2012
14 7 (2.77%) HBase
15 6 (2.37%) Apache Hive
15 6 (2.37%) GIS
15 6 (2.37%) SAP HANA
16 5 (1.98%) Data Warehouse
16 5 (1.98%) PostgreSQL
17 4 (1.58%) Star Schema
Development Applications
1 106 (41.90%) Git (software)
2 28 (11.07%) Subversion
3 25 (9.88%) JUnit
4 20 (7.91%) Maven
5 15 (5.93%) Gradle
6 11 (4.35%) Jenkins
7 8 (3.16%) JIRA
8 7 (2.77%) Ant
9 5 (1.98%) Bitbucket
9 5 (1.98%) JIRA Agile
9 5 (1.98%) Octopus Deploy
10 4 (1.58%) Atlassian Bamboo
10 4 (1.58%) GitLab
10 4 (1.58%) Vagrant
11 3 (1.19%) Apache Ivy
11 3 (1.19%) TeamCity
11 3 (1.19%) webpack
12 2 (0.79%) Grunt
12 2 (0.79%) gulp
12 2 (0.79%) PyCharm
General
1 43 (17.00%) Telecoms
2 38 (15.02%) Finance
3 25 (9.88%) Marketing
4 24 (9.49%) Electronics
4 24 (9.49%) Manufacturing
5 6 (2.37%) Music Industry
6 4 (1.58%) Digital Economy
7 3 (1.19%) Games
8 2 (0.79%) Back Office
8 2 (0.79%) Banking
8 2 (0.79%) Billing
9 1 (0.40%) Financial Institution
Job Titles
1 178 (70.36%) Developer
2 61 (24.11%) Senior Developer
3 51 (20.16%) .NET Developer
4 43 (17.00%) Full Stack Developer
4 43 (17.00%) Java Developer
5 33 (13.04%) Senior Java Developer
6 29 (11.46%) PHP Developer
7 27 (10.67%) Senior Full Stack Developer
8 24 (9.49%) Social Media Developer
9 20 (7.91%) Senior PHP Developer
10 19 (7.51%) Python Developer
11 17 (6.72%) Architect
12 15 (5.93%) Systems Engineer
13 14 (5.53%) JavaScript Developer
14 12 (4.74%) Lead Developer
15 10 (3.95%) Angular Developer
15 10 (3.95%) Web Developer
16 9 (3.56%) Data Architect
16 9 (3.56%) DevOps Engineer
17 8 (3.16%) Consultant
Libraries, Frameworks & Software Standards
1 101 (39.92%) RESTful
2 71 (28.06%) .NET
2 71 (28.06%) Node.js
3 66 (26.09%) HTML
4 61 (24.11%) ASP.NET
4 61 (24.11%) CSS
5 54 (21.34%) ASP.NET MVC
6 52 (20.55%) ASP.NET Web API
7 47 (18.58%) WCF
8 45 (17.79%) ASP.NET MVC 5
8 45 (17.79%) Spring
9 42 (16.60%) Web Services
10 40 (15.81%) RabbitMQ
11 37 (14.62%) AngularJS
12 28 (11.07%) Laravel
13 26 (10.28%) Symfony
14 23 (9.09%) CodeIgniter
15 21 (8.30%) JSON
16 16 (6.32%) Kafka
17 15 (5.93%) Sass
Miscellaneous
1 24 (9.49%) BBC
1 24 (9.49%) Enterprise Software
1 24 (9.49%) Social Media
2 20 (7.91%) Analytical Skills
3 18 (7.11%) Computer Science
4 15 (5.93%) Data Centre
5 7 (2.77%) Fintech
6 5 (1.98%) Client/Server
6 5 (1.98%) Public Cloud
7 4 (1.58%) Clustering
8 3 (1.19%) Cloud Native
8 3 (1.19%) Management Information System
9 2 (0.79%) Data Structures
9 2 (0.79%) Enterprise Storage
10 1 (0.40%) Algorithms
10 1 (0.40%) Digital Currency
10 1 (0.40%) Virtual Team
Operating Systems
1 57 (22.53%) Linux
2 34 (13.44%) Unix
3 14 (5.53%) CentOS
3 14 (5.53%) Windows
4 13 (5.14%) Mac OS
5 12 (4.74%) Ubuntu
6 7 (2.77%) Red Hat Enterprise Linux
7 2 (0.79%) AIX
7 2 (0.79%) Android
7 2 (0.79%) Apple iOS
7 2 (0.79%) Windows Server 2003
8 1 (0.40%) Debian
8 1 (0.40%) Windows Server
Processes & Methodologies
1 139 (54.94%) Agile Software Development
2 102 (40.32%) MVC
3 92 (36.36%) TDD
4 58 (22.92%) Continuous Integration
5 57 (22.53%) BDD
6 53 (20.95%) OO
7 50 (19.76%) Web Application Development
8 49 (19.37%) Business Intelligence
9 45 (17.79%) High Availability
10 36 (14.23%) Unit Testing
11 31 (12.25%) Scrum
12 28 (11.07%) Software Engineering
13 24 (9.49%) Digital Marketing
13 24 (9.49%) Microservices
13 24 (9.49%) Programme Management
14 22 (8.70%) Analytics
15 20 (7.91%) Data Management
16 16 (6.32%) Business Analytics
16 16 (6.32%) Data Integration
16 16 (6.32%) Information Management
Programming Languages
1 109 (43.08%) SQL
2 93 (36.76%) JavaScript
3 78 (30.83%) Java
4 71 (28.06%) C#
5 68 (26.88%) Python
6 59 (23.32%) Ruby
7 40 (15.81%) PHP
8 18 (7.11%) Perl
9 15 (5.93%) Bash Shell
10 13 (5.14%) Scala
11 12 (4.74%) TypeScript
12 6 (2.37%) C++
13 5 (1.98%) PowerShell
14 4 (1.58%) T-SQL
15 3 (1.19%) ES6
15 3 (1.19%) Go
15 3 (1.19%) Kotlin
16 2 (0.79%) Objective-C
17 1 (0.40%) C
17 1 (0.40%) F#
Qualifications
1 28 (11.07%) Degree
2 11 (4.35%) Computer Science Degree
3 6 (2.37%) Master's Degree
3 6 (2.37%) MBA
Quality Assurance & Compliance
1 21 (8.30%) Data Quality
2 16 (6.32%) QA
3 1 (0.40%) ISO 22301
3 1 (0.40%) ISO 9001
3 1 (0.40%) ISO/IEC 27001
3 1 (0.40%) PCI DSS
3 1 (0.40%) SLA
System Software
1 28 (11.07%) Docker
2 13 (5.14%) VMware Infrastructure
3 9 (3.56%) HDFS
3 9 (3.56%) vSphere
4 8 (3.16%) Hyper-V
5 6 (2.37%) SAP ITS
5 6 (2.37%) Virtual Machines
5 6 (2.37%) VMware ESXi
6 4 (1.58%) Apache Flume
7 2 (0.79%) KVM
7 2 (0.79%) VirtualBox
Systems Management
1 18 (7.11%) Ansible
2 14 (5.53%) Kubernetes
2 14 (5.53%) Opscode Chef
3 11 (4.35%) Puppet
4 8 (3.16%) Nagios
5 7 (2.77%) Salt
6 5 (1.98%) Hadoop YARN
7 4 (1.58%) Oozie
7 4 (1.58%) Terraform
8 2 (0.79%) Prometheus
9 1 (0.40%) Rancher
Vendors
1 31 (12.25%) SAP
2 25 (9.88%) Google
3 24 (9.49%) Apple
3 24 (9.49%) Facebook
3 24 (9.49%) Microsoft
3 24 (9.49%) Sony
3 24 (9.49%) Yahoo!
4 13 (5.14%) VMware
5 12 (4.74%) Red Hat
6 9 (3.56%) Oracle
7 6 (2.37%) Atlassian
7 6 (2.37%) Rackspace
8 5 (1.98%) Tableau
9 4 (1.58%) AppDynamics
9 4 (1.58%) Citrix
9 4 (1.58%) Cloudera
9 4 (1.58%) New Relic
10 2 (0.79%) Cisco
10 2 (0.79%) HP
10 2 (0.79%) IBM