Period
to 19 July 2018

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 19 July 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > South East
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 96 119 174
Rank change year-on-year +23 +55 +11
Permanent jobs citing NoSQL 940 812 781
As % of all permanent IT jobs advertised in the South East 3.11% 2.72% 2.04%
As % of the Database & Business Intelligence category 10.67% 9.01% 6.62%
Number of salaries quoted 817 705 719
South East median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £33,750 £33,750 £29,750
90th Percentile £72,500 £70,000 £67,500
England median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% -

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 8,807 9,010 11,804
As % of all permanent IT jobs advertised in the South East 29.13% 30.23% 30.89%
Number of salaries quoted 7,437 7,796 10,486
South East median annual salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% - +5.88%
10th Percentile £29,750 £27,500 £27,500
90th Percentile £67,500 £66,125 £64,750
England median annual salary £50,000 £47,500 £47,500
% 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 19 July 2018.

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 19 July 2018. 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 +9 484 £52,500 -4.55% 43
Berkshire +31 287 £50,000 -9.09% 23
Surrey +50 177 £47,500 -13.64% 17
Hampshire -15 162 £50,000 +5.26% 34
Oxfordshire +10 101 £55,000 -4.35% 14
Buckinghamshire -20 96 £55,000 +4.76% 6
Kent +2 52 £47,500 +11.76% 4
West Sussex -23 36 £52,500 -4.55% 4
East Sussex -15 19 £47,500 +25.00% 2
Sussex -16 5 £47,500 -29.63%
NoSQL
England

For the 6 months to 19 July 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 South East region with a requirement for NoSQL.

1 606 (64.47%) Agile Software Development
2 413 (43.94%) TDD
3 383 (40.74%) Git (software)
4 380 (40.43%) Java
5 363 (38.62%) JavaScript
5 363 (38.62%) RESTful
6 347 (36.91%) MVC
7 346 (36.81%) SQL
8 336 (35.74%) .NET
8 336 (35.74%) SQL Server
9 334 (35.53%) C#
10 309 (32.87%) Node.js
11 308 (32.77%) BDD
12 284 (30.21%) Amazon AWS
13 269 (28.62%) Ruby
13 269 (28.62%) Python
14 268 (28.51%) ASP.NET
15 255 (27.13%) ASP.NET Web API
16 245 (26.06%) ASP.NET MVC
17 227 (24.15%) HTML
18 224 (23.83%) Web Application Development
19 202 (21.49%) CSS
20 200 (21.28%) WCF
21 199 (21.17%) MongoDB
21 199 (21.17%) SQL Server 2016
22 198 (21.06%) Linux
23 194 (20.64%) AngularJS
24 190 (20.21%) Continuous Integration
24 190 (20.21%) .NET Framework
24 190 (20.21%) Spring

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 53 (5.64%) Apache Spark
2 39 (4.15%) OpenStack
3 32 (3.40%) Elasticsearch
4 28 (2.98%) Apache
5 26 (2.77%) IIS
6 25 (2.66%) Oracle SOA Suite
7 19 (2.02%) CMS
7 19 (2.02%) Tomcat
8 11 (1.17%) Confluence
9 10 (1.06%) JBoss
9 10 (1.06%) nginx
9 10 (1.06%) NServiceBus
10 9 (0.96%) BizTalk Server
11 7 (0.74%) Apache Solr
12 6 (0.64%) Cloud Foundry
13 5 (0.53%) Apache Pig
13 5 (0.53%) Drupal
13 5 (0.53%) SAS
14 3 (0.32%) lighttpd
14 3 (0.32%) Tornado
Applications
1 5 (0.53%) Microsoft Project
2 2 (0.21%) Chatbot
2 2 (0.21%) Microsoft Excel
2 2 (0.21%) MS Visio
3 1 (0.11%) Microsoft Office
3 1 (0.11%) SPSS
Business Applications
1 6 (0.64%) Dynamics CRM
2 4 (0.43%) Oracle Applications
Cloud Services
1 284 (30.21%) Amazon AWS
2 168 (17.87%) Microsoft Azure
3 52 (5.53%) Google Cloud Platform
4 38 (4.04%) SaaS
5 35 (3.72%) GitHub
6 26 (2.77%) OpenShift
7 22 (2.34%) Serverless
8 13 (1.38%) Cloud Computing
9 11 (1.17%) Google Analytics
9 11 (1.17%) PaaS
10 8 (0.85%) Amazon SQS
11 6 (0.64%) Amazon EC2
11 6 (0.64%) Amazon ElastiCache
12 5 (0.53%) Amazon S3
12 5 (0.53%) AWS Elastic Beanstalk
12 5 (0.53%) AWS Lambda
12 5 (0.53%) Azure Data Factory
12 5 (0.53%) Heroku
12 5 (0.53%) IaaS
12 5 (0.53%) Zapier
Communications & Networking
1 27 (2.87%) AMQP
2 18 (1.91%) Internet
3 16 (1.70%) Network Security
4 12 (1.28%) HTTP
5 5 (0.53%) Firewall
5 5 (0.53%) Sourcefire
5 5 (0.53%) VoIP
6 4 (0.43%) Intrusion Detection
7 2 (0.21%) Broadband
7 2 (0.21%) HTTPS
7 2 (0.21%) NAS
7 2 (0.21%) SAN
7 2 (0.21%) TCP/IP
8 1 (0.11%) Bluetooth
8 1 (0.11%) LTE
8 1 (0.11%) SMS
8 1 (0.11%) SSH
8 1 (0.11%) WAN
Database & Business Intelligence
1 336 (35.74%) SQL Server
2 199 (21.17%) MongoDB
2 199 (21.17%) SQL Server 2016
3 181 (19.26%) Relational Database
4 158 (16.81%) Apache Cassandra
5 131 (13.94%) RDBMS
6 124 (13.19%) MySQL
7 111 (11.81%) Big Data
8 90 (9.57%) PostgreSQL
9 86 (9.15%) Hadoop
10 43 (4.57%) Amazon DynamoDB
11 37 (3.94%) Data Warehouse
12 31 (3.30%) Redis
13 27 (2.87%) MariaDB
14 24 (2.55%) Azure SQL Database
14 24 (2.55%) Neo4j
15 20 (2.13%) Cosmos DB
16 15 (1.60%) Couchbase
17 14 (1.49%) Apache Hive
18 13 (1.38%) SQL Server 2014
Development Applications
1 383 (40.74%) Git (software)
2 114 (12.13%) Jenkins
3 58 (6.17%) Subversion
4 51 (5.43%) JIRA
5 48 (5.11%) Maven
6 43 (4.57%) JUnit
7 30 (3.19%) Team Foundation Server
8 29 (3.09%) Vagrant
8 29 (3.09%) Visual Studio
9 26 (2.77%) Selenium
10 21 (2.23%) Gradle
11 19 (2.02%) TeamCity
12 16 (1.70%) Bitbucket
12 16 (1.70%) Gatling
12 16 (1.70%) Visual Studio Team System
13 10 (1.06%) Cucumber
13 10 (1.06%) GoCD
13 10 (1.06%) Protractor
14 9 (0.96%) IntelliJ
14 9 (0.96%) Mockito
General
1 75 (7.98%) Finance
2 74 (7.87%) Marketing
3 55 (5.85%) Retail
4 54 (5.74%) Advertising
5 25 (2.66%) Electronics
6 19 (2.02%) Banking
7 18 (1.91%) Telecoms
8 17 (1.81%) Games
9 16 (1.70%) Music Industry
10 8 (0.85%) Manufacturing
11 6 (0.64%) Back Office
11 6 (0.64%) Financial Institution
11 6 (0.64%) Law
11 6 (0.64%) Publishing
12 4 (0.43%) Billing
13 3 (0.32%) Investment Banking
14 2 (0.21%) Multimedia
15 1 (0.11%) Automotive
15 1 (0.11%) Front Office
15 1 (0.11%) Legal
Job Titles
1 639 (67.98%) Developer
2 231 (24.57%) .NET Developer
3 175 (18.62%) Java Developer
4 101 (10.74%) Senior Developer
5 80 (8.51%) Software Engineer
6 78 (8.30%) Java Engineer
7 71 (7.55%) .NET Software Developer
8 62 (6.60%) Software Developer
9 57 (6.06%) Python Developer
10 54 (5.74%) C# Developer
11 52 (5.53%) JavaScript Developer
11 52 (5.53%) Senior Java Developer
12 50 (5.32%) Data Engineer
13 49 (5.21%) Full Stack Developer
14 42 (4.47%) Architect
15 38 (4.04%) Lead Developer
16 36 (3.83%) AWS Developer
17 32 (3.40%) Java Software Engineer
18 31 (3.30%) Big Data Engineer
19 30 (3.19%) Linux Developer
Libraries, Frameworks & Software Standards
1 363 (38.62%) RESTful
2 336 (35.74%) .NET
3 309 (32.87%) Node.js
4 268 (28.51%) ASP.NET
5 255 (27.13%) ASP.NET Web API
6 245 (26.06%) ASP.NET MVC
7 227 (24.15%) HTML
8 202 (21.49%) CSS
9 200 (21.28%) WCF
10 194 (20.64%) AngularJS
11 190 (20.21%) .NET Framework
11 190 (20.21%) Spring
12 188 (20.00%) ASP.NET MVC 5
13 144 (15.32%) Entity Framework
14 129 (13.72%) Code First Entity Framework
15 107 (11.38%) Web Services
16 98 (10.43%) REST
17 88 (9.36%) HTML5
18 84 (8.94%) Spring Boot
19 62 (6.60%) WinForms
Miscellaneous
1 83 (8.83%) Computer Science
2 80 (8.51%) Greenfield Project
3 62 (6.60%) Analytical Skills
4 61 (6.49%) Enterprise Software
5 59 (6.28%) Fintech
6 27 (2.87%) Algorithms
7 26 (2.77%) Mobile App
8 21 (2.23%) Social Network
8 21 (2.23%) User Experience
9 20 (2.13%) Self-Motivation
10 15 (1.60%) Public Cloud
11 11 (1.17%) Cloud Native
11 11 (1.17%) Social Media
12 10 (1.06%) BBC
12 10 (1.06%) Data Structures
13 9 (0.96%) Data Centre
13 9 (0.96%) NHS
14 8 (0.85%) Management Information System
14 8 (0.85%) Replication
15 6 (0.64%) Linux Command Line
Operating Systems
1 198 (21.06%) Linux
2 86 (9.15%) Windows
3 39 (4.15%) Unix
4 21 (2.23%) Mac OS
5 19 (2.02%) Android
6 16 (1.70%) Ubuntu
7 13 (1.38%) Red Hat Enterprise Linux
8 11 (1.17%) Apple iOS
8 11 (1.17%) CentOS
9 6 (0.64%) Debian
9 6 (0.64%) Windows Server
10 5 (0.53%) DC/OS
10 5 (0.53%) Oracle Linux
Processes & Methodologies
1 606 (64.47%) Agile Software Development
2 413 (43.94%) TDD
3 347 (36.91%) MVC
4 308 (32.77%) BDD
5 224 (23.83%) Web Application Development
6 190 (20.21%) Continuous Integration
7 178 (18.94%) DevOps
8 158 (16.81%) Software Engineering
9 154 (16.38%) Microservices
10 139 (14.79%) Scrum
11 123 (13.09%) OO
12 101 (10.74%) Test Automation
13 85 (9.04%) Unit Testing
14 83 (8.83%) SDLC
15 75 (7.98%) SOA
16 74 (7.87%) Problem-Solving
17 68 (7.23%) High Availability
18 66 (7.02%) Analytics
19 61 (6.49%) Web Development
20 58 (6.17%) Business Intelligence
Programming Languages
1 380 (40.43%) Java
2 363 (38.62%) JavaScript
3 346 (36.81%) SQL
4 334 (35.53%) C#
5 269 (28.62%) Python
5 269 (28.62%) Ruby
6 104 (11.06%) Java 8
7 51 (5.43%) T-SQL
8 49 (5.21%) PHP
9 45 (4.79%) Perl
9 45 (4.79%) Scala
10 44 (4.68%) C
11 41 (4.36%) TypeScript
12 39 (4.15%) Go
13 34 (3.62%) Bash Shell
14 29 (3.09%) C++
15 27 (2.87%) R
16 24 (2.55%) PowerShell
17 21 (2.23%) ES6
18 19 (2.02%) PL/SQL
Qualifications
1 88 (9.36%) Degree
2 33 (3.51%) Computer Science Degree
3 23 (2.45%) Security Cleared
4 16 (1.70%) PhD
5 15 (1.60%) Master's Degree
6 6 (0.64%) Microsoft Certification
7 5 (0.53%) CCIE
7 5 (0.53%) CCIE Security
7 5 (0.53%) Cisco Certification
8 4 (0.43%) RHCE
9 3 (0.32%) PMI Certification
9 3 (0.32%) SC Cleared
9 3 (0.32%) VCP6
9 3 (0.32%) VMware Certified Professional (VCP)
10 2 (0.21%) AWS Certification
10 2 (0.21%) MCDBA
10 2 (0.21%) MCSE
11 1 (0.11%) DV Cleared
11 1 (0.11%) MBA
11 1 (0.11%) RHCSA
Quality Assurance & Compliance
1 17 (1.81%) QA
2 16 (1.70%) GCP
3 9 (0.96%) ISO/IEC 27001
4 5 (0.53%) Data Quality
4 5 (0.53%) SLA
5 4 (0.43%) PA-DSS
5 4 (0.43%) PCI DSS
6 3 (0.32%) GDPR
6 3 (0.32%) HL7
7 1 (0.11%) ISO 14001
7 1 (0.11%) ISO 9001
7 1 (0.11%) WCAG
System Software
1 181 (19.26%) Docker
2 24 (2.55%) VMware Infrastructure
3 8 (0.85%) KVM
4 5 (0.53%) oVirt
5 4 (0.43%) HDFS
6 3 (0.32%) Active Directory
6 3 (0.32%) Apache ZooKeeper
7 1 (0.11%) Firmware
7 1 (0.11%) zsh
Systems Management
1 119 (12.66%) Kubernetes
2 78 (8.30%) Ansible
3 64 (6.81%) Opscode Chef
4 46 (4.89%) Puppet
5 26 (2.77%) Terraform
6 12 (1.28%) Docker Swarm
7 5 (0.53%) Grafana
7 5 (0.53%) Prometheus
7 5 (0.53%) rkt
8 4 (0.43%) Kibana
8 4 (0.43%) logstash
8 4 (0.43%) Nessus
9 3 (0.32%) Rancher
10 2 (0.21%) Ambari
10 2 (0.21%) Hadoop YARN
10 2 (0.21%) Marathon
10 2 (0.21%) Salt
11 1 (0.11%) CASB
11 1 (0.11%) EMC VPLEX
11 1 (0.11%) Oozie
Vendors
1 96 (10.21%) Microsoft
2 76 (8.09%) Oracle
3 67 (7.13%) Google
4 32 (3.40%) VMware
5 26 (2.77%) SAP
6 18 (1.91%) Concur
7 16 (1.70%) Facebook
8 14 (1.49%) Red Hat
9 13 (1.38%) Talend
9 13 (1.38%) Yahoo!
10 12 (1.28%) Atlassian
11 11 (1.17%) MicroStrategy
12 10 (1.06%) Apple
12 10 (1.06%) Cloudera
12 10 (1.06%) Sony
13 9 (0.96%) IBM
14 6 (0.64%) Birst
14 6 (0.64%) Xamarin
15 5 (0.53%) CyberArk
15 5 (0.53%) SaltStack