Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 21 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > South East
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 89 149 145
Rank change year-on-year +60 -4 +97
Permanent jobs citing NoSQL 1032 812 943
As % of all permanent IT jobs advertised in the South East 3.35% 2.32% 2.21%
As % of the Database & Business Intelligence category 10.63% 7.91% 6.79%
Number of salaries quoted 893 760 774
South East median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -
10th Percentile £32,500 £32,500 £31,250
90th Percentile £70,000 £70,000 £68,750
England median annual salary £56,250 £55,000 £55,000
% change year-on-year +2.27% - +4.76%

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 the South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 9710 10270 13889
As % of all permanent IT jobs advertised in the South East 31.52% 29.37% 32.62%
Number of salaries quoted 8358 9024 11860
South East median annual salary £45,000 £45,000 £42,845
Median salary % change year-on-year - +5.03% +3.24%
10th Percentile £27,500 £28,000 £27,500
90th Percentile £65,000 £65,000 £62,500
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

NoSQL
Job Vacancy Trend in the South East

Job postings citing NoSQL as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for NoSQL in the South East

NoSQL
Salary Trend in the South East

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

Salary trend for NoSQL in the South East

NoSQL
Salary Histogram in the South East

The salary distribution of IT jobs citing NoSQL in the South East over the 6 months to 21 November 2017.

Salary histogram for NoSQL in the South East

NoSQL
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the South East region over the 6 months to 21 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
Thames Valley +81 537 £50,000 +5.26% 31
Berkshire +85 257 £47,500 +5.56% 9
Hampshire +31 194 £46,500 -7.00% 14
Oxfordshire +36 153 £55,000 +1.85% 12
Buckinghamshire +49 127 £55,000 +29.41% 10
Surrey -25 123 £57,000 +14.00% 15
West Sussex -2 62 £45,000 -12.62% 3
Kent +42 54 £42,500 - 4
East Sussex +15 50 £55,000 +10.00% 3
Sussex - 7 £67,500 - 1
Middlesex +9 1 - -
NoSQL
England

For the 6 months to 21 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 South East region with a requirement for NoSQL.

1 559 (54.17%) Agile Software Development
2 472 (45.74%) JavaScript
3 439 (42.54%) C#
4 433 (41.96%) SQL
5 423 (40.99%) .NET
6 406 (39.34%) TDD
7 380 (36.82%) MVC
8 372 (36.05%) SQL Server
8 372 (36.05%) RESTful
9 371 (35.95%) Node.js
10 362 (35.08%) Git (software)
11 322 (31.20%) Java
12 306 (29.65%) BDD
13 291 (28.20%) Ruby
14 288 (27.91%) ASP.NET
15 286 (27.71%) ASP.NET Web API
16 267 (25.87%) AngularJS
17 266 (25.78%) HTML
18 265 (25.68%) ASP.NET MVC
19 246 (23.84%) WCF
20 242 (23.45%) Python
21 241 (23.35%) CSS
22 235 (22.77%) Amazon AWS
23 234 (22.67%) Web Application Development
24 220 (21.32%) ASP.NET MVC 5
25 206 (19.96%) MongoDB
26 186 (18.02%) .NET Framework
27 176 (17.05%) SQL Server 2016
28 164 (15.89%) Continuous Integration
29 162 (15.70%) Linux

NoSQL
Co-occurring IT Skills in the South East 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 85 (8.24%) Elasticsearch
2 60 (5.81%) Apache Spark
3 43 (4.17%) CMS
4 42 (4.07%) IIS
5 20 (1.94%) OpenStack
6 16 (1.55%) Confluence
7 15 (1.45%) NServiceBus
7 15 (1.45%) SAS
8 11 (1.07%) Apache
8 11 (1.07%) Apache Pig
9 10 (0.97%) Apache Solr
9 10 (0.97%) BizTalk Server
9 10 (0.97%) Tomcat
10 9 (0.87%) nginx
11 7 (0.68%) SharePoint
12 6 (0.58%) Drupal
12 6 (0.58%) WebLogic
13 5 (0.48%) Oracle SOA Suite
14 4 (0.39%) Cloud Foundry
15 3 (0.29%) Skype for Business
Applications
1 4 (0.39%) Microsoft Excel
2 1 (0.097%) Acrobat
2 1 (0.097%) Adobe Illustrator
2 1 (0.097%) Microsoft Office
2 1 (0.097%) Microsoft PowerPoint
2 1 (0.097%) Photoshop
Business Applications
1 10 (0.97%) Dynamics CRM
2 6 (0.58%) SAP S/4HANA
3 5 (0.48%) Oracle Applications
Cloud Services
1 235 (22.77%) Amazon AWS
2 142 (13.76%) Microsoft Azure
3 63 (6.10%) SaaS
4 30 (2.91%) Amazon SQS
5 22 (2.13%) GitHub
5 22 (2.13%) PaaS
6 20 (1.94%) Google Cloud Platform
6 20 (1.94%) OpenShift
7 13 (1.26%) Amazon EC2
8 10 (0.97%) AWS CloudFormation
8 10 (0.97%) IaaS
9 5 (0.48%) Amazon S3
9 5 (0.48%) Serverless
10 4 (0.39%) Amazon EMR
10 4 (0.39%) Amazon Kinesis
10 4 (0.39%) Cloud Computing
10 4 (0.39%) npm
11 3 (0.29%) Akamai
11 3 (0.29%) Rackspace Cloud
12 1 (0.097%) AWS Elastic Beanstalk
Communications & Networking
1 43 (4.17%) HTTP
2 25 (2.42%) Internet
3 24 (2.33%) AMQP
4 20 (1.94%) TCP/IP
5 13 (1.26%) DNS
6 10 (0.97%) Firewall
7 9 (0.87%) Wireless
8 7 (0.68%) DHCP
8 7 (0.68%) tcpdump
8 7 (0.68%) Wireshark
9 6 (0.58%) Network Security
9 6 (0.58%) SAN
10 5 (0.48%) NAS
11 4 (0.39%) BGP
11 4 (0.39%) EIGRP
11 4 (0.39%) Ethernet
11 4 (0.39%) LAN
11 4 (0.39%) MPLS
11 4 (0.39%) OSPF
11 4 (0.39%) RIP
Database & Business Intelligence
1 372 (36.05%) SQL Server
2 206 (19.96%) MongoDB
3 176 (17.05%) SQL Server 2016
4 125 (12.11%) Big Data
5 112 (10.85%) MySQL
6 109 (10.56%) Relational Database
7 77 (7.46%) Hadoop
8 69 (6.69%) Amazon DynamoDB
9 68 (6.59%) Apache Cassandra
10 56 (5.43%) SQL Server 2014
11 53 (5.14%) PostgreSQL
12 46 (4.46%) MariaDB
13 41 (3.97%) Redis
14 29 (2.81%) Data Warehouse
15 25 (2.42%) Apache Hive
15 25 (2.42%) RDBMS
16 20 (1.94%) HBase
17 19 (1.84%) Power BI
17 19 (1.84%) SQL Server Reporting Services
18 18 (1.74%) SQL Server Integration Services
Development Applications
1 362 (35.08%) Git (software)
2 70 (6.78%) Subversion
3 67 (6.49%) Jenkins
4 55 (5.33%) Maven
5 36 (3.49%) JIRA
6 30 (2.91%) JUnit
7 26 (2.52%) Sonatype Nexus
8 24 (2.33%) Mocha
9 23 (2.23%) NUnit
10 21 (2.03%) Visual Studio
11 20 (1.94%) Team Foundation Server
12 19 (1.84%) Atlassian Bamboo
13 17 (1.65%) Moq
14 16 (1.55%) Gradle
14 16 (1.55%) Grunt
14 16 (1.55%) TeamCity
15 15 (1.45%) Bitbucket
15 15 (1.45%) Eclipse
16 14 (1.36%) GitLab
16 14 (1.36%) Vagrant
General
1 121 (11.72%) Finance
2 71 (6.88%) Music Industry
3 70 (6.78%) Telecoms
4 51 (4.94%) Marketing
5 45 (4.36%) Electronics
6 40 (3.88%) Games
7 39 (3.78%) Advertising
8 34 (3.29%) Banking
9 24 (2.33%) Manufacturing
9 24 (2.33%) Retail
10 18 (1.74%) Back Office
11 8 (0.78%) Publishing
12 5 (0.48%) Swedish Language
13 4 (0.39%) Digital Economy
13 4 (0.39%) Dutch Language
13 4 (0.39%) French Language
13 4 (0.39%) German Language
13 4 (0.39%) Italian Language
13 4 (0.39%) Spanish Language
14 2 (0.19%) Billing
Job Titles
1 682 (66.09%) Developer
2 288 (27.91%) .NET Developer
3 136 (13.18%) Senior Developer
4 104 (10.08%) Java Developer
5 89 (8.62%) Full Stack Developer
6 70 (6.78%) JavaScript Developer
6 70 (6.78%) Software Engineer
7 66 (6.40%) C# Developer
8 60 (5.81%) Architect
9 55 (5.33%) Software Developer
10 54 (5.23%) Senior Java Developer
11 44 (4.26%) C# .NET Developer
12 39 (3.78%) PHP Developer
13 36 (3.49%) Python Developer
13 36 (3.49%) Senior Full Stack Developer
14 32 (3.10%) DevOps Engineer
15 29 (2.81%) .NET Software Developer
15 29 (2.81%) Angular Developer
16 27 (2.62%) Data Engineer
16 27 (2.62%) Social Media Developer
Libraries, Frameworks & Software Standards
1 423 (40.99%) .NET
2 372 (36.05%) RESTful
3 371 (35.95%) Node.js
4 288 (27.91%) ASP.NET
5 286 (27.71%) ASP.NET Web API
6 267 (25.87%) AngularJS
7 266 (25.78%) HTML
8 265 (25.68%) ASP.NET MVC
9 246 (23.84%) WCF
10 241 (23.35%) CSS
11 220 (21.32%) ASP.NET MVC 5
12 186 (18.02%) .NET Framework
13 151 (14.63%) Entity Framework
13 151 (14.63%) Web Services
14 144 (13.95%) Code First Entity Framework
15 107 (10.37%) Spring
16 90 (8.72%) REST
17 86 (8.33%) React
17 86 (8.33%) Twitter Bootstrap
18 83 (8.04%) KnockoutJS
Miscellaneous
1 89 (8.62%) Computer Science
2 72 (6.98%) Greenfield Project
3 59 (5.72%) Enterprise Software
4 34 (3.29%) Fintech
5 31 (3.00%) User Experience
6 30 (2.91%) Analytical Skills
7 27 (2.62%) BBC
7 27 (2.62%) Social Media
8 22 (2.13%) Data Centre
9 20 (1.94%) Data Structures
10 19 (1.84%) Mobile App
10 19 (1.84%) Public Cloud
11 18 (1.74%) Client/Server
12 15 (1.45%) Wiki
13 8 (0.78%) Management Information System
14 7 (0.68%) Algorithms
15 6 (0.58%) Clustering
15 6 (0.58%) Virtual Team
16 5 (0.48%) Cloud Native
16 5 (0.48%) iPad
Operating Systems
1 162 (15.70%) Linux
2 88 (8.53%) Unix
3 66 (6.40%) Windows
4 16 (1.55%) CentOS
5 15 (1.45%) Mac OS
6 14 (1.36%) Ubuntu
7 11 (1.07%) Red Hat Enterprise Linux
8 6 (0.58%) Android
9 5 (0.48%) Apple iOS
10 4 (0.39%) AIX
10 4 (0.39%) Windows Server 2003
11 3 (0.29%) Debian
12 2 (0.19%) Fedora
12 2 (0.19%) FreeBSD
12 2 (0.19%) Mac OS X
12 2 (0.19%) Windows Server 2012
13 1 (0.097%) Windows Server
Processes & Methodologies
1 559 (54.17%) Agile Software Development
2 406 (39.34%) TDD
3 380 (36.82%) MVC
4 306 (29.65%) BDD
5 234 (22.67%) Web Application Development
6 164 (15.89%) Continuous Integration
7 156 (15.12%) Software Engineering
8 150 (14.53%) High Availability
9 122 (11.82%) OO
10 119 (11.53%) Microservices
11 118 (11.43%) DevOps
12 109 (10.56%) Scrum
13 104 (10.08%) Business Intelligence
14 97 (9.40%) Analytics
15 77 (7.46%) SDLC
16 70 (6.78%) SOA
16 70 (6.78%) Unit Testing
17 67 (6.49%) Web Development
18 60 (5.81%) Mathematics
18 60 (5.81%) Test Automation
Programming Languages
1 472 (45.74%) JavaScript
2 439 (42.54%) C#
3 433 (41.96%) SQL
4 322 (31.20%) Java
5 291 (28.20%) Ruby
6 242 (23.45%) Python
7 80 (7.75%) C++
8 75 (7.27%) PHP
9 68 (6.59%) Scala
10 46 (4.46%) Go
11 44 (4.26%) Bash Shell
12 34 (3.29%) Perl
13 28 (2.71%) T-SQL
14 25 (2.42%) R
15 22 (2.13%) TypeScript
16 18 (1.74%) ES6
16 18 (1.74%) F#
17 13 (1.26%) PL/SQL
18 12 (1.16%) C
18 12 (1.16%) VC++
Qualifications
1 108 (10.47%) Degree
2 32 (3.10%) Computer Science Degree
3 21 (2.03%) PhD
4 14 (1.36%) Master's Degree
5 12 (1.16%) Security Cleared
6 7 (0.68%) SC Cleared
7 6 (0.58%) MBA
8 2 (0.19%) Microsoft Certification
9 1 (0.097%) AWS Certification
Quality Assurance & Compliance
1 54 (5.23%) QA
2 30 (2.91%) Data Quality
3 9 (0.87%) GCP
4 4 (0.39%) ISO 9001
5 2 (0.19%) TickIT
6 1 (0.097%) ISO 22301
6 1 (0.097%) ISO/IEC 27001
6 1 (0.097%) PCI DSS
6 1 (0.097%) SLA
System Software
1 134 (12.98%) Docker
2 27 (2.62%) VMware Infrastructure
3 14 (1.36%) Apache Flume
4 10 (0.97%) HDFS
4 10 (0.97%) Hyper-V
5 9 (0.87%) vSphere
6 8 (0.78%) Virtual Machines
7 7 (0.68%) Active Directory
8 6 (0.58%) SAP ITS
8 6 (0.58%) VMware ESXi
9 3 (0.29%) KVM
9 3 (0.29%) VirtualBox
Systems Management
1 37 (3.59%) Kubernetes
2 36 (3.49%) Puppet
3 34 (3.29%) Ansible
4 30 (2.91%) Opscode Chef
5 18 (1.74%) Nagios
6 9 (0.87%) HAProxy
7 8 (0.78%) Terraform
8 7 (0.68%) Salt
9 6 (0.58%) Mesos
10 5 (0.48%) Hadoop YARN
10 5 (0.48%) Oozie
11 3 (0.29%) ZABBIX
12 2 (0.19%) CA Spectrum
12 2 (0.19%) Cacti
12 2 (0.19%) Galera Cluster
12 2 (0.19%) Oracle Enterprise Manager
12 2 (0.19%) Prometheus
13 1 (0.097%) Oracle ZFS
13 1 (0.097%) Rancher
13 1 (0.097%) TeamSite
Vendors
1 123 (11.92%) Microsoft
2 83 (8.04%) Oracle
3 49 (4.75%) Google
4 47 (4.55%) Facebook
5 42 (4.07%) SAP
6 31 (3.00%) VMware
7 28 (2.71%) Apple
8 27 (2.62%) Sony
8 27 (2.62%) Yahoo!
9 21 (2.03%) Cloudera
10 18 (1.74%) IBM
10 18 (1.74%) Tableau
11 17 (1.65%) Red Hat
12 12 (1.16%) Talend
13 11 (1.07%) Xamarin
14 10 (0.97%) Rackspace
14 10 (0.97%) Sophos
15 9 (0.87%) Cognos
16 8 (0.78%) Atlassian
17 6 (0.58%) Perforce