The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Nottinghamshire / Nottingham
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 51 69 93
Rank change year-on-year +18 +24  
Permanent jobs citing Big Data 41 21 7
As % of all permanent IT jobs advertised in Nottingham 4.33% 2.41% 0.57%
As % of the Database & Business Intelligence category 13.71% 6.34% 1.76%
Number of salaries quoted 40 19 4
Median salary £55,000 £62,500 £45,000
Median salary % change year-on-year -12.00% +38.88%  
90% offered a salary of more than £45,000 £48,500 £43,250
10% offered a salary of more than £75,000 £78,000 £52,000
UK excluding London median salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Nottingham with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Nottingham
Permanent job vacancies with a requirement for database and business intelligence skills 299 331 398
As % of all permanent IT job vacancies advertised in Nottingham 31.61% 37.96% 32.57%
Number of salaries quoted 261 259 325
Median salary £47,500 £46,000 £42,500
Median salary % change year-on-year +3.26% +8.23%  
90% offered a salary of more than £32,500 £34,800 £27,500
10% offered a salary of more than £60,000 £50,000 £57,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Nottingham

The job posting trend of jobs advertised in Nottingham citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Nottingham

Big Data
Salary Trend in Nottingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in Nottingham.

Salary trend for Big Data in Nottingham

Big Data
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Big Data in Nottingham over the 3 months to 23 June 2017.

Salary histogram for Big Data in Nottingham

For the 6 months to 23 June 2017, IT jobs citing Big Data 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 Nottingham region with a requirement for Big Data.

1 79 (92.94%) Agile Software Development
2 43 (50.59%) .NET
3 37 (43.53%) Greenfield Project
4 32 (37.65%) Project Management
5 31 (36.47%) Amazon AWS
5 31 (36.47%) DevOps
6 30 (35.29%) C#
6 30 (35.29%) Finance
7 25 (29.41%) Retail
8 24 (28.24%) Banking
8 24 (28.24%) Scrum
9 23 (27.06%) MongoDB
9 23 (27.06%) NoSQL
10 22 (25.88%) Microsoft
11 20 (23.53%) Java
11 20 (23.53%) Python
12 19 (22.35%) Microsoft Azure
13 18 (21.18%) Technical Architecture
13 18 (21.18%) AngularJS
14 17 (20.00%) Telecoms
15 14 (16.47%) SQL
15 14 (16.47%) Enterprise Software
16 13 (15.29%) SQL Server
16 13 (15.29%) JavaScript
16 13 (15.29%) HTML
16 13 (15.29%) Stakeholder Management
17 12 (14.12%) TDD
18 11 (12.94%) Web Development
18 11 (12.94%) Hadoop
18 11 (12.94%) Migration

Big Data
Co-occurring IT Skills in Nottingham 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 9 (10.59%) Apache Spark
2 8 (9.41%) Jetty
2 8 (9.41%) Tomcat
3 7 (8.24%) Apache Solr
3 7 (8.24%) OpenStack
4 5 (5.88%) Elasticsearch
4 5 (5.88%) JBoss
4 5 (5.88%) WebLogic
4 5 (5.88%) WebSphere
4 5 (5.88%) WebSphere Application Server
5 4 (4.71%) NServiceBus
6 2 (2.35%) CMS
Applications
1 1 (1.18%) Microsoft Excel
1 1 (1.18%) Microsoft PowerPoint
Cloud Services
1 31 (36.47%) Amazon AWS
2 19 (22.35%) Microsoft Azure
3 9 (10.59%) SaaS
4 4 (4.71%) Cloud Computing
Database & Business Intelligence
1 23 (27.06%) MongoDB
1 23 (27.06%) NoSQL
2 13 (15.29%) SQL Server
3 11 (12.94%) Hadoop
4 10 (11.76%) Redis
5 9 (10.59%) Data Warehouse
5 9 (10.59%) SQL Server Analysis Services
5 9 (10.59%) SQL Server Integration Services
5 9 (10.59%) SQL Server Reporting Services
6 8 (9.41%) MySQL
7 7 (8.24%) Apache Cassandra
7 7 (8.24%) PostgreSQL
7 7 (8.24%) Riak
8 5 (5.88%) Couchbase
9 4 (4.71%) OLTP
10 2 (2.35%) RDBMS
10 2 (2.35%) Relational Database
11 1 (1.18%) HBase
11 1 (1.18%) MariaDB
Development Applications
1 9 (10.59%) Git (software)
2 4 (4.71%) Bitbucket
2 4 (4.71%) Octopus Deploy
3 3 (3.53%) Selenium
3 3 (3.53%) SpecFlow
4 1 (1.18%) Eclipse
4 1 (1.18%) Grunt
4 1 (1.18%) gulp
4 1 (1.18%) Jasmine
4 1 (1.18%) Karma Test Runner
4 1 (1.18%) Maven
4 1 (1.18%) Subversion
4 1 (1.18%) webpack
General
1 30 (35.29%) Finance
2 25 (29.41%) Retail
3 24 (28.24%) Banking
4 17 (20.00%) Telecoms
5 1 (1.18%) Marketing
Job Titles
1 35 (41.18%) Developer
2 26 (30.59%) .NET Developer
3 21 (24.71%) C# .NET Developer
3 21 (24.71%) C# Developer
4 18 (21.18%) Architect
5 13 (15.29%) Agile Development Manager
5 13 (15.29%) Development Manager
5 13 (15.29%) Software Development Manager
6 10 (11.76%) Agile Delivery Manager
6 10 (11.76%) Delivery Manager
7 9 (10.59%) Agile Project Manager
7 9 (10.59%) Project Manager
7 9 (10.59%) Technical Architect
8 8 (9.41%) Business Intelligence Developer
8 8 (9.41%) SSIS Developer
8 8 (9.41%) SSRS Developer
9 7 (8.24%) Automation Test Lead
9 7 (8.24%) Lead .NET Developer
9 7 (8.24%) Lead C# Developer
9 7 (8.24%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 43 (50.59%) .NET
2 18 (21.18%) AngularJS
3 13 (15.29%) HTML
4 11 (12.94%) React
5 9 (10.59%) ASP.NET
5 9 (10.59%) ASP.NET MVC
6 8 (9.41%) CSS
7 7 (8.24%) Ember.js
7 7 (8.24%) Lucene
8 5 (5.88%) Elastic Stack
9 4 (4.71%) Node.js
10 1 (1.18%) .NET Framework
10 1 (1.18%) Backbone.js
10 1 (1.18%) Compass CSS Framework
10 1 (1.18%) CSS3
10 1 (1.18%) HTML5
10 1 (1.18%) LESS
10 1 (1.18%) REST
10 1 (1.18%) Sass
10 1 (1.18%) Twitter Bootstrap
Miscellaneous
1 37 (43.53%) Greenfield Project
2 14 (16.47%) Enterprise Software
3 6 (7.06%) User Experience
4 4 (4.71%) Mobile App
5 3 (3.53%) Analytical Skills
6 2 (2.35%) Data Structures
7 1 (1.18%) Algorithms
7 1 (1.18%) Computer Science
Operating Systems
1 2 (2.35%) Android
1 2 (2.35%) Apple iOS
2 1 (1.18%) Unix
2 1 (1.18%) Windows
Processes & Methodologies
1 79 (92.94%) Agile Software Development
2 32 (37.65%) Project Management
3 31 (36.47%) DevOps
4 24 (28.24%) Scrum
5 18 (21.18%) Technical Architecture
6 13 (15.29%) Stakeholder Management
7 12 (14.12%) TDD
8 11 (12.94%) Migration
8 11 (12.94%) RUP
8 11 (12.94%) Web Development
9 10 (11.76%) MVC
10 9 (10.59%) Business Intelligence
10 9 (10.59%) ETL
11 8 (9.41%) Continuous Delivery
12 7 (8.24%) BDD
12 7 (8.24%) Data Extraction
12 7 (8.24%) Mentoring
12 7 (8.24%) Software Delivery
12 7 (8.24%) Test Scripting
12 7 (8.24%) User Stories
Programming Languages
1 30 (35.29%) C#
2 20 (23.53%) Java
2 20 (23.53%) Python
3 14 (16.47%) SQL
4 13 (15.29%) JavaScript
5 9 (10.59%) Perl
6 2 (2.35%) Go
6 2 (2.35%) Ruby
7 1 (1.18%) C
7 1 (1.18%) C++
7 1 (1.18%) R
Qualifications
1 2 (2.35%) Degree
2 1 (1.18%) Computer Science Degree
2 1 (1.18%) Master's Degree
2 1 (1.18%) PhD
Quality Assurance & Compliance
1 4 (4.71%) QA
Systems Management
1 5 (5.88%) Ansible
1 5 (5.88%) Kibana
1 5 (5.88%) logstash
1 5 (5.88%) Opscode Chef
1 5 (5.88%) Puppet
1 5 (5.88%) Salt
Vendors
1 22 (25.88%) Microsoft
2 9 (10.59%) Oracle
3 1 (1.18%) Tableau
Nottingham
Novate IT
Salary: £45000 - £60000 per annum + Benefits
Posted: 2 days ago