Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire 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 13 December 2018 with a comparison to the same period in the previous 2 years.

NoSQL
East Midlands > Northamptonshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 79 40 94
Rank change year-on-year -39 +54 +9
Permanent jobs citing NoSQL 23 56 26
As % of all permanent IT jobs advertised in Northamptonshire 1.92% 5.10% 1.79%
As % of the Database & Business Intelligence category 5.78% 17.72% 6.02%
Number of salaries quoted 19 49 25
Northamptonshire median annual salary £52,500 £45,000 £42,500
Median salary % change year-on-year +16.67% +5.88% -
10th Percentile £34,350 £38,750 £38,750
90th Percentile £90,000 £88,750 £61,000
East Midlands median annual salary £45,000 £42,500 £47,500
% change year-on-year +5.88% -10.53% +5.56%

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 Northamptonshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Northamptonshire
Permanent vacancies with a requirement for database or business intelligence skills 398 316 432
As % of all permanent IT jobs advertised in Northamptonshire 33.14% 28.81% 29.77%
Number of salaries quoted 323 261 308
Northamptonshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £23,000 £22,500
90th Percentile £70,000 £65,000 £61,250
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

NoSQL
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for NoSQL in Northamptonshire

NoSQL
Salary Trend in Northamptonshire

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

Salary trend for NoSQL in Northamptonshire

NoSQL
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing NoSQL in Northamptonshire over the 6 months to 13 December 2018.

Salary histogram for NoSQL in Northamptonshire

NoSQL
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Northamptonshire region over the 6 months to 13 December 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
Northampton -35 17 £52,500 +16.67% 2
Corby -4 2 £76,250 +69.44% 1
Kettering - 2 £37,500 - 1
NoSQL
East Midlands

For the 6 months to 13 December 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 Northamptonshire region with a requirement for NoSQL.

1 19 (82.61%) Agile Software Development
2 17 (73.91%) SQL
3 14 (60.87%) Java
4 12 (52.17%) Python
4 12 (52.17%) Hadoop
4 12 (52.17%) Apache Spark
5 11 (47.83%) Big Data
6 10 (43.48%) Data Modelling
7 9 (39.13%) JavaScript
8 8 (34.78%) Google
8 8 (34.78%) Microsoft Azure
8 8 (34.78%) Amazon AWS
8 8 (34.78%) AngularJS
9 7 (30.43%) MapR
9 7 (30.43%) BigQuery
9 7 (30.43%) Google Cloud Platform
9 7 (30.43%) IBM Cloud
9 7 (30.43%) Monetization
9 7 (30.43%) Data Architecture
9 7 (30.43%) JSON
9 7 (30.43%) Cloudera
9 7 (30.43%) XML
9 7 (30.43%) Data Warehouse
9 7 (30.43%) Star Schema
10 6 (26.09%) MVC
10 6 (26.09%) Spring
10 6 (26.09%) Open Source
11 5 (21.74%) BDD
11 5 (21.74%) Degree
11 5 (21.74%) Git (software)

NoSQL
Co-occurring IT Skills in Northamptonshire 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 (52.17%) Apache Spark
2 4 (17.39%) JBoss
2 4 (17.39%) Tomcat
3 3 (13.04%) Elasticsearch
4 1 (4.35%) CMS
4 1 (4.35%) SAS
4 1 (4.35%) Sitecore CMS
Applications
1 1 (4.35%) Chatbot
Cloud Services
1 8 (34.78%) Amazon AWS
1 8 (34.78%) Microsoft Azure
2 7 (30.43%) Google Cloud Platform
2 7 (30.43%) IBM Cloud
3 1 (4.35%) AWS CodePipeline
Communications & Networking
1 1 (4.35%) HTTP
1 1 (4.35%) Internet
1 1 (4.35%) SSL
Database & Business Intelligence
1 12 (52.17%) Hadoop
2 11 (47.83%) Big Data
3 7 (30.43%) BigQuery
3 7 (30.43%) Data Warehouse
3 7 (30.43%) Star Schema
4 5 (21.74%) SQL Server
5 2 (8.70%) Apache Hive
5 2 (8.70%) MongoDB
6 1 (4.35%) Couchbase
6 1 (4.35%) Data Lake
6 1 (4.35%) Data Mining
6 1 (4.35%) HBase
6 1 (4.35%) Impala
6 1 (4.35%) NonStop SQL
6 1 (4.35%) SQL Server 2008
6 1 (4.35%) SQL Server 2012
6 1 (4.35%) SQL Server 2014
6 1 (4.35%) SQL Server 2016
6 1 (4.35%) Text Mining
Development Applications
1 5 (21.74%) Git (software)
1 5 (21.74%) JUnit
2 4 (17.39%) Maven
3 3 (13.04%) Jenkins
4 2 (8.70%) MSTest
4 2 (8.70%) NUnit
4 2 (8.70%) SpecFlow
4 2 (8.70%) Team Foundation Server
4 2 (8.70%) TeamCity
5 1 (4.35%) CircleCI
5 1 (4.35%) Cucumber
5 1 (4.35%) JBehave
5 1 (4.35%) MbUnit
5 1 (4.35%) Mercurial
5 1 (4.35%) Octopus Deploy
5 1 (4.35%) Oracle Forms
5 1 (4.35%) Selenium
5 1 (4.35%) Visual Studio
5 1 (4.35%) Visual Studio Team System
General
1 5 (21.74%) Finance
2 2 (8.70%) Banking
3 1 (4.35%) Electronics
3 1 (4.35%) Investment Banking
3 1 (4.35%) Retail
3 1 (4.35%) Retail Finance
Job Titles
1 12 (52.17%) Developer
2 7 (30.43%) Architect
2 7 (30.43%) Data Architect
3 6 (26.09%) Java Developer
4 5 (21.74%) .NET Developer
4 5 (21.74%) Senior Architect
4 5 (21.74%) Senior Data Architect
5 2 (8.70%) Big Data Architect
5 2 (8.70%) Cloud Architect
5 2 (8.70%) Lead Architect
5 2 (8.70%) Lead Data Architect
6 1 (4.35%) ASP.NET MVC Developer
6 1 (4.35%) Data Engineer
6 1 (4.35%) Graduate .NET Developer
6 1 (4.35%) Graduate Developer
6 1 (4.35%) Junior .NET Developer
6 1 (4.35%) Junior Developer
6 1 (4.35%) Mid-Level .NET Developer
6 1 (4.35%) Service Owner
6 1 (4.35%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (34.78%) AngularJS
2 7 (30.43%) JSON
2 7 (30.43%) XML
3 6 (26.09%) Spring
4 5 (21.74%) .NET
4 5 (21.74%) ASP.NET Web API
5 4 (17.39%) .NET Core
5 4 (17.39%) J2EE
5 4 (17.39%) NumPy
5 4 (17.39%) Pandas
5 4 (17.39%) React
6 3 (13.04%) ASP.NET
6 3 (13.04%) ASP.NET MVC
6 3 (13.04%) CSS
6 3 (13.04%) Elastic Stack
6 3 (13.04%) HTML
6 3 (13.04%) RESTful
6 3 (13.04%) WCF
7 2 (8.70%) HTML5 Canvas
7 2 (8.70%) PySpark
Miscellaneous
1 4 (17.39%) Analytical Skills
2 2 (8.70%) Algorithms
2 2 (8.70%) Data Structures
2 2 (8.70%) Reference Data
2 2 (8.70%) Self-Motivation
2 2 (8.70%) User Experience
3 1 (4.35%) BBC
3 1 (4.35%) Enterprise Software
3 1 (4.35%) Greenfield Project
3 1 (4.35%) Mobile App
3 1 (4.35%) Social Media
3 1 (4.35%) Social Network
Operating Systems
1 3 (13.04%) Unix
2 2 (8.70%) Linux
3 1 (4.35%) Mac OS
3 1 (4.35%) Windows
Processes & Methodologies
1 19 (82.61%) Agile Software Development
2 10 (43.48%) Data Modelling
3 7 (30.43%) Data Architecture
3 7 (30.43%) Monetization
4 6 (26.09%) MVC
4 6 (26.09%) Open Source
5 5 (21.74%) Analytics
5 5 (21.74%) BDD
5 5 (21.74%) Master Data Management
6 4 (17.39%) Computer Science
6 4 (17.39%) E-Commerce
6 4 (17.39%) Microservices
6 4 (17.39%) TDD
7 3 (13.04%) Data Analytics
7 3 (13.04%) OO
7 3 (13.04%) Risk Management
7 3 (13.04%) Scrum
7 3 (13.04%) Statistics
7 3 (13.04%) Unit Testing
7 3 (13.04%) Web Application Development
Programming Languages
1 17 (73.91%) SQL
2 14 (60.87%) Java
3 12 (52.17%) Python
4 9 (39.13%) JavaScript
5 5 (21.74%) C#
6 4 (17.39%) Ruby
6 4 (17.39%) Scala
7 3 (13.04%) R
8 1 (4.35%) Java 8
8 1 (4.35%) TypeScript
Qualifications
1 5 (21.74%) Degree
2 1 (4.35%) Computer Science Degree
System Software
1 3 (13.04%) Apache Flume
Systems Management
1 3 (13.04%) Kibana
1 3 (13.04%) logstash
2 1 (4.35%) Hadoop YARN
Vendors
1 8 (34.78%) Google
2 7 (30.43%) Cloudera
2 7 (30.43%) MapR
3 5 (21.74%) Oracle
4 2 (8.70%) Splunk
5 1 (4.35%) Apple
5 1 (4.35%) Facebook
5 1 (4.35%) ServiceNow
5 1 (4.35%) Sitecore
5 1 (4.35%) Sony
5 1 (4.35%) Talend
5 1 (4.35%) Yahoo!