Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
East Midlands > Nottinghamshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 77 47 96
Rank change year-on-year -30 +49 +38
Permanent jobs citing Big Data 69 122 64
As % of all permanent IT jobs advertised in Nottinghamshire 3.36% 5.23% 2.43%
As % of the Database & Business Intelligence category 10.47% 16.92% 7.40%
Number of salaries quoted 63 112 42
Nottinghamshire median annual salary £65,000 £72,500 £77,500
Median salary % change year-on-year -10.34% -6.45% +106.67%
10th Percentile £40,000 £40,063 £53,875
90th Percentile £82,500 £82,500 £95,000
East Midlands median annual salary £52,500 £62,500 £70,000
% change year-on-year -16.00% -10.71% +75.00%

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 Nottinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 659 721 865
As % of all permanent IT jobs advertised in Nottinghamshire 32.08% 30.92% 32.81%
Number of salaries quoted 591 607 642
Nottinghamshire median annual salary £42,500 £42,500 £37,500
Median salary % change year-on-year - +13.33% +1.35%
10th Percentile £26,250 £30,000 £24,000
90th Percentile £65,000 £77,250 £58,750
East Midlands median annual salary £40,000 £40,000 £40,000

Big Data
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Big Data in Nottinghamshire

Big Data
Salary Trend in Nottinghamshire

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

Salary trend for Big Data in Nottinghamshire

Big Data
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Big Data in Nottinghamshire over the 6 months to 23 November 2017.

Salary histogram for Big Data in Nottinghamshire

Big Data
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Nottinghamshire region over the 6 months to 23 November 2017. 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
Nottingham -35 60 £70,000 -5.08% 2
Worksop - 6 £41,250 -
Big Data
East Midlands

For the 6 months to 23 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 Nottinghamshire region with a requirement for Big Data.

1 52 (75.36%) Agile Software Development
2 29 (42.03%) Retail
3 26 (37.68%) Java
4 25 (36.23%) DevOps
5 21 (30.43%) Finance
5 21 (30.43%) Scrum
6 20 (28.99%) Migration
6 20 (28.99%) .NET
7 18 (26.09%) User Experience
7 18 (26.09%) Greenfield Project
8 15 (21.74%) RUP
9 13 (18.84%) Project Management
9 13 (18.84%) Enterprise Software
10 12 (17.39%) Analytics
11 11 (15.94%) Banking
11 11 (15.94%) Business Intelligence
11 11 (15.94%) C#
11 11 (15.94%) Amazon AWS
11 11 (15.94%) SaaS
12 10 (14.49%) Software Delivery
12 10 (14.49%) SQL
12 10 (14.49%) Microsoft
13 9 (13.04%) Analytical Skills
13 9 (13.04%) MongoDB
13 9 (13.04%) Data Analytics
14 8 (11.59%) Apache Spark
14 8 (11.59%) Stakeholder Management
14 8 (11.59%) SAP
14 8 (11.59%) Multithreading
15 7 (10.14%) Linux

Big Data
Co-occurring IT Skills in Nottinghamshire 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 8 (11.59%) Apache Spark
2 3 (4.35%) Elasticsearch
3 2 (2.90%) Apache Solr
3 2 (2.90%) JBoss
3 2 (2.90%) Jetty
3 2 (2.90%) OpenStack
3 2 (2.90%) Tomcat
3 2 (2.90%) WebLogic
3 2 (2.90%) WebSphere
3 2 (2.90%) WebSphere Application Server
4 1 (1.45%) Confluence
Applications
1 2 (2.90%) Microsoft Excel
1 2 (2.90%) Microsoft PowerPoint
2 1 (1.45%) Spreadsheet
Business Applications
1 1 (1.45%) SAP Hybris
Cloud Services
1 11 (15.94%) Amazon AWS
1 11 (15.94%) SaaS
2 4 (5.80%) Microsoft Azure
Communications & Networking
1 3 (4.35%) IP Telephony
1 3 (4.35%) WAN
Database & Business Intelligence
1 9 (13.04%) MongoDB
2 7 (10.14%) Hadoop
2 7 (10.14%) NoSQL
3 6 (8.70%) SAP HANA
3 6 (8.70%) SQL Server Analysis Services
3 6 (8.70%) SQL Server Integration Services
3 6 (8.70%) SQL Server Reporting Services
4 5 (7.25%) SQL Server
5 4 (5.80%) Data Warehouse
5 4 (5.80%) HBase
5 4 (5.80%) PostgreSQL
6 3 (4.35%) MySQL
6 3 (4.35%) QlikView
7 2 (2.90%) Apache Cassandra
7 2 (2.90%) BusinessObjects
7 2 (2.90%) Couchbase
7 2 (2.90%) MariaDB
7 2 (2.90%) RDBMS
7 2 (2.90%) Redis
7 2 (2.90%) Riak
Development Applications
1 1 (1.45%) Cucumber
1 1 (1.45%) FitNesse
1 1 (1.45%) Grunt
1 1 (1.45%) gulp
1 1 (1.45%) Jasmine
1 1 (1.45%) Jenkins
1 1 (1.45%) JIRA
1 1 (1.45%) JMeter
1 1 (1.45%) Karma Test Runner
1 1 (1.45%) NeoLoad
1 1 (1.45%) Octopus Deploy
1 1 (1.45%) Selenium
1 1 (1.45%) webpack
General
1 29 (42.03%) Retail
2 21 (30.43%) Finance
3 11 (15.94%) Banking
Job Titles
1 17 (24.64%) Architect
2 16 (23.19%) Agile Delivery Manager
2 16 (23.19%) Delivery Manager
3 13 (18.84%) Developer
4 12 (17.39%) Technical Manager
5 11 (15.94%) Solutions Architect
5 11 (15.94%) Technical Architect
6 9 (13.04%) Technical Delivery Manager
7 7 (10.14%) Agile Development Manager
7 7 (10.14%) Development Manager
7 7 (10.14%) Software Development Manager
8 6 (8.70%) Business Intelligence Developer
8 6 (8.70%) Enterprise Solutions Architect
8 6 (8.70%) Project Manager
9 5 (7.25%) .NET Solutions Architect
9 5 (7.25%) Agile Project Manager
9 5 (7.25%) Enterprise Technical Architect
9 5 (7.25%) Java Architect
9 5 (7.25%) Java Software Architect
9 5 (7.25%) Java Solutions Architect
Libraries, Frameworks & Software Standards
1 20 (28.99%) .NET
2 4 (5.80%) HTML
3 3 (4.35%) AngularJS
3 3 (4.35%) React
3 3 (4.35%) XML
4 2 (2.90%) Elastic Stack
4 2 (2.90%) Lucene
4 2 (2.90%) Web Services
5 1 (1.45%) Backbone.js
5 1 (1.45%) Compass CSS Framework
5 1 (1.45%) CSS
5 1 (1.45%) CSS3
5 1 (1.45%) Ember.js
5 1 (1.45%) HTML5
5 1 (1.45%) J2EE
5 1 (1.45%) LESS
5 1 (1.45%) SAP XI
5 1 (1.45%) Sass
Miscellaneous
1 18 (26.09%) Greenfield Project
1 18 (26.09%) User Experience
2 13 (18.84%) Enterprise Software
3 9 (13.04%) Analytical Skills
4 6 (8.70%) Computer Science
5 3 (4.35%) Data Centre
6 2 (2.90%) Data Structures
7 1 (1.45%) Algorithms
7 1 (1.45%) Clustering
7 1 (1.45%) Digital Media
7 1 (1.45%) EPoS
7 1 (1.45%) Private Cloud
7 1 (1.45%) Replication
Operating Systems
1 7 (10.14%) Linux
2 2 (2.90%) Windows
3 1 (1.45%) Unix
Processes & Methodologies
1 52 (75.36%) Agile Software Development
2 25 (36.23%) DevOps
3 21 (30.43%) Scrum
4 20 (28.99%) Migration
5 15 (21.74%) RUP
6 13 (18.84%) Project Management
7 12 (17.39%) Analytics
8 11 (15.94%) Business Intelligence
9 10 (14.49%) Software Delivery
10 9 (13.04%) Data Analytics
11 8 (11.59%) Multithreading
11 8 (11.59%) Stakeholder Management
12 6 (8.70%) E-Commerce
12 6 (8.70%) ERP
12 6 (8.70%) Multithreaded Programming
12 6 (8.70%) Technical Architecture
12 6 (8.70%) TOGAF
12 6 (8.70%) Zachman Framework
13 5 (7.25%) Cybersecurity
13 5 (7.25%) Mathematics
Programming Languages
1 26 (37.68%) Java
2 11 (15.94%) C#
3 10 (14.49%) SQL
4 4 (5.80%) C++
4 4 (5.80%) Python
4 4 (5.80%) Scala
5 3 (4.35%) C
5 3 (4.35%) R
6 2 (2.90%) JavaScript
6 2 (2.90%) Shell Script
7 1 (1.45%) Bash Shell
7 1 (1.45%) Go
7 1 (1.45%) Perl
7 1 (1.45%) PHP
7 1 (1.45%) PL/SQL
7 1 (1.45%) PowerShell
Qualifications
1 6 (8.70%) Degree
2 5 (7.25%) Master's Degree
3 4 (5.80%) Numerate Degree
4 1 (1.45%) Computer Science Degree
4 1 (1.45%) PhD
4 1 (1.45%) Security Cleared
Quality Assurance & Compliance
1 2 (2.90%) Data Quality
2 1 (1.45%) GDPR
2 1 (1.45%) QA
System Software
1 1 (1.45%) Docker
1 1 (1.45%) Oracle RAC
1 1 (1.45%) Virtual Machines
Systems Management
1 2 (2.90%) Ansible
1 2 (2.90%) Kibana
1 2 (2.90%) logstash
1 2 (2.90%) Opscode Chef
1 2 (2.90%) Puppet
1 2 (2.90%) Salt
2 1 (1.45%) Data Guard
2 1 (1.45%) Oracle RMAN
Vendors
1 10 (14.49%) Microsoft
2 8 (11.59%) SAP
3 5 (7.25%) Oracle
4 3 (4.35%) Tableau
5 2 (2.90%) Attivio
6 1 (1.45%) hybris