Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 2018 with a comparison to the same period in the previous 2 years.

NoSQL
East of England > Hertfordshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 52 96 63
Rank change year-on-year +44 -33 +42
Permanent jobs citing NoSQL 240 127 195
As % of all permanent IT jobs advertised in Hertfordshire 5.28% 2.90% 3.88%
As % of the Database & Business Intelligence category 17.79% 10.66% 13.12%
Number of salaries quoted 238 125 201
Hertfordshire median annual salary £52,500 £52,500 £57,500
Median salary % change year-on-year - -8.70% -4.17%
10th Percentile £32,500 £32,500 £36,250
90th Percentile £72,500 £72,500 £75,000
East of England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +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 Hertfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Hertfordshire
Permanent vacancies with a requirement for database or business intelligence skills 1,349 1,191 1,486
As % of all permanent IT jobs advertised in Hertfordshire 29.69% 27.19% 29.57%
Number of salaries quoted 1,156 992 1,280
Hertfordshire median annual salary £50,000 £50,000 £46,000
Median salary % change year-on-year - +8.70% +2.22%
10th Percentile £32,000 £31,250 £26,975
90th Percentile £68,750 £71,250 £68,750
East of England median annual salary £46,902 £45,000 £45,000
% change year-on-year +4.23% - +5.88%

NoSQL
Job Vacancy Trend in Hertfordshire

Job postings citing NoSQL as a percentage of all IT jobs advertised in Hertfordshire.

Job vacancy trend for NoSQL in Hertfordshire

NoSQL
Salary Trend in Hertfordshire

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

Salary trend for NoSQL in Hertfordshire

NoSQL
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing NoSQL in Hertfordshire over the 6 months to 22 January 2018.

Salary histogram for NoSQL in Hertfordshire

NoSQL
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Hertfordshire region over the 6 months to 22 January 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
Hemel Hempstead +39 69 £52,500 +23.53% 2
St Albans +1 52 £65,000 - 6
Watford +23 37 £55,000 +37.50% 9
Hatfield +11 24 £60,000 +14.29%
Waltham Cross 0 23 £35,000 -50.00% 1
Borehamwood - 12 £50,000 - 1
Welwyn Garden City -8 6 £57,500 -14.81% 2
Hitchin - 6 £35,000 -
Potters Bar +6 5 £70,000 -
Rickmansworth - 5 £52,500 -
Bishop's Stortford -15 3 £37,500 +25.00%
Hertford - 1 £47,500 -
Stevenage - 1 - -
NoSQL
East of England

For the 6 months to 22 January 2018, 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 Hertfordshire region with a requirement for NoSQL.

1 174 (72.50%) Agile Software Development
2 171 (71.25%) C#
3 161 (67.08%) .NET
4 146 (60.83%) MVC
5 129 (53.75%) ASP.NET
5 129 (53.75%) ASP.NET MVC
6 128 (53.33%) Git (software)
7 115 (47.92%) TDD
8 114 (47.50%) SQL Server
8 114 (47.50%) BDD
8 114 (47.50%) ASP.NET Web API
9 113 (47.08%) Ruby
10 110 (45.83%) Node.js
11 106 (44.17%) WCF
12 105 (43.75%) RESTful
13 104 (43.33%) Web Application Development
13 104 (43.33%) ASP.NET MVC 5
14 102 (42.50%) OO
15 82 (34.17%) SQL Server 2016
16 48 (20.00%) Java
16 48 (20.00%) Computer Science
17 46 (19.17%) Software Engineering
17 46 (19.17%) MongoDB
18 45 (18.75%) JavaScript
19 40 (16.67%) Entity Framework
19 40 (16.67%) Amazon AWS
19 40 (16.67%) .NET Framework
20 37 (15.42%) Degree
21 35 (14.58%) Apache Cassandra
22 34 (14.17%) Python

NoSQL
Co-occurring IT Skills in Hertfordshire 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 15 (6.25%) CMS
1 15 (6.25%) Umbraco
2 10 (4.17%) Apache Spark
3 9 (3.75%) Cloud Foundry
3 9 (3.75%) OpenStack
4 8 (3.33%) SAS
5 1 (0.42%) Elasticsearch
5 1 (0.42%) Tomcat
Cloud Services
1 40 (16.67%) Amazon AWS
2 17 (7.08%) Microsoft Azure
3 8 (3.33%) Google Cloud Platform
4 1 (0.42%) SaaS
Communications & Networking
1 9 (3.75%) Wi-Fi
2 6 (2.50%) Broadband
3 3 (1.25%) DNS
3 3 (1.25%) TCP/IP
Database & Business Intelligence
1 114 (47.50%) SQL Server
2 82 (34.17%) SQL Server 2016
3 46 (19.17%) MongoDB
4 35 (14.58%) Apache Cassandra
5 25 (10.42%) Redis
6 22 (9.17%) SQL Server 2014
7 16 (6.67%) PostgreSQL
8 14 (5.83%) Big Data
9 8 (3.33%) BigQuery
9 8 (3.33%) Data Warehouse
9 8 (3.33%) Hadoop
9 8 (3.33%) HBase
9 8 (3.33%) Power BI
9 8 (3.33%) QlikView
9 8 (3.33%) SAS EBI
9 8 (3.33%) Sqoop
10 7 (2.92%) DataStax
11 5 (2.08%) MarkLogic
12 4 (1.67%) MySQL
13 2 (0.83%) MariaDB
Development Applications
1 128 (53.33%) Git (software)
2 14 (5.83%) Grunt
2 14 (5.83%) Selenium
3 11 (4.58%) Subversion
4 10 (4.17%) Moq
4 10 (4.17%) NUnit
4 10 (4.17%) SpecFlow
5 9 (3.75%) Jenkins
6 8 (3.33%) JIRA
6 8 (3.33%) LabVIEW
7 3 (1.25%) Appium
7 3 (1.25%) LINQPad
General
1 17 (7.08%) Retail
2 10 (4.17%) Games
3 8 (3.33%) Telecoms
4 7 (2.92%) Publishing
5 6 (2.50%) Marketing
6 4 (1.67%) Finance
7 3 (1.25%) Financial Institution
Job Titles
1 183 (76.25%) Developer
2 145 (60.42%) .NET Developer
3 42 (17.50%) .NET Software Developer
4 30 (12.50%) Senior Developer
5 26 (10.83%) C# Developer
6 22 (9.17%) Social Media Developer
7 20 (8.33%) Software Developer
8 17 (7.08%) C# .NET Developer
9 13 (5.42%) Senior .NET Developer
10 12 (5.00%) Architect
11 11 (4.58%) C++ Developer
11 11 (4.58%) C++ Software Developer
11 11 (4.58%) NoSQL Developer
12 10 (4.17%) Java Developer
13 9 (3.75%) DevOps Engineer
13 9 (3.75%) Senior Software Developer
14 8 (3.33%) Big Data Engineer
14 8 (3.33%) C# Software Developer
14 8 (3.33%) MongoDB Developer
14 8 (3.33%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 161 (67.08%) .NET
2 129 (53.75%) ASP.NET
2 129 (53.75%) ASP.NET MVC
3 114 (47.50%) ASP.NET Web API
4 110 (45.83%) Node.js
5 106 (44.17%) WCF
6 105 (43.75%) RESTful
7 104 (43.33%) ASP.NET MVC 5
8 40 (16.67%) .NET Framework
8 40 (16.67%) Entity Framework
9 33 (13.75%) Web Services
10 31 (12.92%) SOAP
11 30 (12.50%) Code First Entity Framework
12 29 (12.08%) REST
13 28 (11.67%) HTML
14 27 (11.25%) CSS
15 25 (10.42%) RabbitMQ
16 19 (7.92%) AngularJS
17 15 (6.25%) SignalR
18 13 (5.42%) Sass
Miscellaneous
1 48 (20.00%) Computer Science
2 32 (13.33%) Social Media
3 23 (9.58%) Social Network
4 22 (9.17%) BBC
5 15 (6.25%) Mobile App
6 11 (4.58%) Greenfield Project
7 9 (3.75%) Analytical Skills
7 9 (3.75%) Data Centre
7 9 (3.75%) Private Cloud
8 8 (3.33%) Acoustics
9 7 (2.92%) Public Cloud
9 7 (2.92%) User Experience
10 5 (2.08%) Enterprise Software
11 4 (1.67%) Smartphone
12 1 (0.42%) Mobile Payment
12 1 (0.42%) N-Tier
12 1 (0.42%) Robotics
Operating Systems
1 15 (6.25%) Linux
2 11 (4.58%) Android
2 11 (4.58%) Apple iOS
3 3 (1.25%) CentOS
Processes & Methodologies
1 174 (72.50%) Agile Software Development
2 146 (60.83%) MVC
3 115 (47.92%) TDD
4 114 (47.50%) BDD
5 104 (43.33%) Web Application Development
6 102 (42.50%) OO
7 46 (19.17%) Software Engineering
8 28 (11.67%) SDLC
9 27 (11.25%) Mathematics
10 25 (10.42%) Business Intelligence
10 25 (10.42%) CQRS
11 20 (8.33%) Dependency Injection
12 18 (7.50%) Open Source
13 16 (6.67%) Web Development
14 14 (5.83%) Microservices
14 14 (5.83%) Physics
14 14 (5.83%) SOLID
15 12 (5.00%) DevOps
15 12 (5.00%) Multithreading
15 12 (5.00%) Test Automation
Programming Languages
1 171 (71.25%) C#
2 113 (47.08%) Ruby
3 48 (20.00%) Java
4 45 (18.75%) JavaScript
5 34 (14.17%) Python
6 32 (13.33%) SQL
7 21 (8.75%) Scala
8 20 (8.33%) C++
9 11 (4.58%) TypeScript
10 7 (2.92%) Go
11 5 (2.08%) SPARQL
11 5 (2.08%) XPath
11 5 (2.08%) XQuery
12 3 (1.25%) Bash Shell
13 2 (0.83%) Clojure
13 2 (0.83%) F#
13 2 (0.83%) Haskell
14 1 (0.42%) C
Qualifications
1 37 (15.42%) Degree
2 22 (9.17%) Computer Science Degree
3 5 (2.08%) Security Cleared
Quality Assurance & Compliance
1 5 (2.08%) QA
System Software
1 14 (5.83%) Docker
2 12 (5.00%) vSphere
3 9 (3.75%) VMware ESXi
4 3 (1.25%) VMware Infrastructure
Systems Management
1 16 (6.67%) Kubernetes
2 12 (5.00%) Opscode Chef
3 7 (2.92%) Grafana
3 7 (2.92%) OpenNMS
3 7 (2.92%) Prometheus
4 3 (1.25%) Puppet
Vendors
1 30 (12.50%) Google
2 22 (9.17%) Apple
2 22 (9.17%) Facebook
2 22 (9.17%) Sony
2 22 (9.17%) Yahoo!
3 12 (5.00%) VMware
4 8 (3.33%) Tableau
5 7 (2.92%) New Relic
6 5 (2.08%) Oracle
6 5 (2.08%) Talend
7 3 (1.25%) Red Hat
8 1 (0.42%) Microsoft