Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Nottinghamshire > Nottingham
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 82 46 89
Rank change year-on-year -36 +43 +30
Permanent jobs citing Big Data 57 115 59
As % of all permanent IT jobs advertised in Nottingham 3.08% 5.65% 2.55%
As % of the Database & Business Intelligence category 9.55% 17.56% 8.03%
Number of salaries quoted 53 106 37
Nottingham median annual salary £70,000 £73,750 £87,500
Median salary % change year-on-year -5.08% -15.71% +133.33%
10th Percentile £45,500 £41,563 £54,500
90th Percentile £82,500 £82,500 £95,000
Nottinghamshire median annual salary £65,000 £72,500 £77,500
% change year-on-year -10.34% -6.45% +106.67%

Big Data 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 Nottingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottingham
Permanent vacancies with a requirement for database or business intelligence skills 597 655 735
As % of all permanent IT jobs advertised in Nottingham 32.27% 32.16% 31.76%
Number of salaries quoted 533 550 537
Nottingham median annual salary £42,500 £44,000 £40,000
Median salary % change year-on-year -3.41% +10.00% +6.67%
10th Percentile £27,500 £30,250 £25,400
90th Percentile £65,000 £78,750 £60,750
Nottinghamshire median annual salary £42,500 £44,000 £37,500
% change year-on-year -3.41% +17.33% -

Big Data
Job Vacancy Trend in Nottingham

Job postings citing Big Data as a percentage of all IT jobs advertised in Nottingham.

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 6 months to 18 November 2017.

Salary histogram for Big Data in Nottingham

For the 6 months to 18 November 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 47 (82.46%) Agile Software Development
2 23 (40.35%) Java
2 23 (40.35%) DevOps
3 21 (36.84%) Retail
4 20 (35.09%) .NET
5 18 (31.58%) Finance
5 18 (31.58%) Scrum
5 18 (31.58%) Greenfield Project
6 16 (28.07%) User Experience
7 15 (26.32%) Migration
8 13 (22.81%) Enterprise Software
8 13 (22.81%) Project Management
8 13 (22.81%) RUP
9 11 (19.30%) Banking
9 11 (19.30%) SaaS
10 10 (17.54%) Software Delivery
10 10 (17.54%) C#
11 9 (15.79%) Amazon AWS
11 9 (15.79%) Analytics
12 8 (14.04%) MongoDB
12 8 (14.04%) SQL
12 8 (14.04%) Business Intelligence
12 8 (14.04%) Microsoft
13 7 (12.28%) Stakeholder Management
13 7 (12.28%) Multithreading
13 7 (12.28%) Data Analytics
13 7 (12.28%) Analytical Skills
13 7 (12.28%) Apache Spark
14 6 (10.53%) SQL Server Analysis Services
14 6 (10.53%) Technical Architecture

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 7 (12.28%) Apache Spark
2 2 (3.51%) Apache Solr
2 2 (3.51%) Elasticsearch
2 2 (3.51%) JBoss
2 2 (3.51%) Jetty
2 2 (3.51%) OpenStack
2 2 (3.51%) Tomcat
2 2 (3.51%) WebLogic
2 2 (3.51%) WebSphere
2 2 (3.51%) WebSphere Application Server
Applications
1 1 (1.75%) Microsoft Excel
1 1 (1.75%) Microsoft PowerPoint
Cloud Services
1 11 (19.30%) SaaS
2 9 (15.79%) Amazon AWS
3 3 (5.26%) Microsoft Azure
Database & Business Intelligence
1 8 (14.04%) MongoDB
2 6 (10.53%) Hadoop
2 6 (10.53%) SQL Server Analysis Services
2 6 (10.53%) SQL Server Integration Services
2 6 (10.53%) SQL Server Reporting Services
3 5 (8.77%) NoSQL
3 5 (8.77%) SQL Server
4 4 (7.02%) HBase
4 4 (7.02%) PostgreSQL
5 3 (5.26%) Data Warehouse
5 3 (5.26%) MySQL
6 2 (3.51%) Apache Cassandra
6 2 (3.51%) Couchbase
6 2 (3.51%) MariaDB
6 2 (3.51%) RDBMS
6 2 (3.51%) Redis
6 2 (3.51%) Relational Database
6 2 (3.51%) Riak
7 1 (1.75%) Oracle Database
7 1 (1.75%) Oracle Database 12c
Development Applications
1 1 (1.75%) Cucumber
1 1 (1.75%) FitNesse
1 1 (1.75%) Grunt
1 1 (1.75%) gulp
1 1 (1.75%) Jasmine
1 1 (1.75%) Jenkins
1 1 (1.75%) JMeter
1 1 (1.75%) Karma Test Runner
1 1 (1.75%) NeoLoad
1 1 (1.75%) Octopus Deploy
1 1 (1.75%) Selenium
1 1 (1.75%) webpack
General
1 21 (36.84%) Retail
2 18 (31.58%) Finance
3 11 (19.30%) Banking
Job Titles
1 17 (29.82%) Architect
2 14 (24.56%) Agile Delivery Manager
2 14 (24.56%) Delivery Manager
3 13 (22.81%) Developer
4 11 (19.30%) Solutions Architect
4 11 (19.30%) Technical Architect
5 10 (17.54%) Technical Manager
6 7 (12.28%) Agile Development Manager
6 7 (12.28%) Development Manager
6 7 (12.28%) Software Development Manager
6 7 (12.28%) Technical Delivery Manager
7 6 (10.53%) Business Intelligence Developer
7 6 (10.53%) Enterprise Solutions Architect
8 5 (8.77%) .NET Architect
8 5 (8.77%) .NET Solutions Architect
8 5 (8.77%) Enterprise Technical Architect
8 5 (8.77%) Java Architect
8 5 (8.77%) Java Software Architect
8 5 (8.77%) Java Solutions Architect
8 5 (8.77%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 20 (35.09%) .NET
2 4 (7.02%) HTML
3 3 (5.26%) AngularJS
3 3 (5.26%) React
3 3 (5.26%) XML
4 2 (3.51%) Elastic Stack
4 2 (3.51%) Lucene
5 1 (1.75%) Backbone.js
5 1 (1.75%) Compass CSS Framework
5 1 (1.75%) CSS
5 1 (1.75%) CSS3
5 1 (1.75%) Ember.js
5 1 (1.75%) HTML5
5 1 (1.75%) J2EE
5 1 (1.75%) LESS
5 1 (1.75%) Sass
Miscellaneous
1 18 (31.58%) Greenfield Project
2 16 (28.07%) User Experience
3 13 (22.81%) Enterprise Software
4 7 (12.28%) Analytical Skills
5 4 (7.02%) Computer Science
6 1 (1.75%) Algorithms
6 1 (1.75%) Clustering
6 1 (1.75%) Data Structures
6 1 (1.75%) Digital Media
6 1 (1.75%) Private Cloud
6 1 (1.75%) Replication
Operating Systems
1 5 (8.77%) Linux
2 2 (3.51%) Windows
3 1 (1.75%) Unix
Processes & Methodologies
1 47 (82.46%) Agile Software Development
2 23 (40.35%) DevOps
3 18 (31.58%) Scrum
4 15 (26.32%) Migration
5 13 (22.81%) Project Management
5 13 (22.81%) RUP
6 10 (17.54%) Software Delivery
7 9 (15.79%) Analytics
8 8 (14.04%) Business Intelligence
9 7 (12.28%) Data Analytics
9 7 (12.28%) Multithreading
9 7 (12.28%) Stakeholder Management
10 6 (10.53%) Technical Architecture
10 6 (10.53%) TOGAF
10 6 (10.53%) Zachman Framework
11 5 (8.77%) Cybersecurity
11 5 (8.77%) Multithreaded Programming
12 4 (7.02%) Mathematics
12 4 (7.02%) Software Engineering
13 3 (5.26%) Physics
Programming Languages
1 23 (40.35%) Java
2 10 (17.54%) C#
3 8 (14.04%) SQL
4 4 (7.02%) Scala
5 3 (5.26%) C++
5 3 (5.26%) Python
6 2 (3.51%) C
6 2 (3.51%) JavaScript
6 2 (3.51%) R
6 2 (3.51%) Shell Script
7 1 (1.75%) Bash Shell
7 1 (1.75%) Go
7 1 (1.75%) Perl
7 1 (1.75%) PHP
7 1 (1.75%) PL/SQL
7 1 (1.75%) PowerShell
Qualifications
1 4 (7.02%) Degree
1 4 (7.02%) Master's Degree
2 3 (5.26%) Numerate Degree
3 1 (1.75%) Computer Science Degree
3 1 (1.75%) PhD
3 1 (1.75%) Security Cleared
Quality Assurance & Compliance
1 1 (1.75%) QA
System Software
1 1 (1.75%) Docker
1 1 (1.75%) Oracle RAC
1 1 (1.75%) Virtual Machines
Systems Management
1 2 (3.51%) Ansible
1 2 (3.51%) Kibana
1 2 (3.51%) logstash
1 2 (3.51%) Opscode Chef
1 2 (3.51%) Puppet
1 2 (3.51%) Salt
2 1 (1.75%) Data Guard
2 1 (1.75%) Oracle RMAN
Vendors
1 8 (14.04%) Microsoft
2 5 (8.77%) Oracle
3 2 (3.51%) Tableau