Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
England > East Midlands
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 146 106 182
Rank change year-on-year -40 +76 +50
Permanent jobs citing Big Data 93 172 90
As % of all permanent IT jobs advertised in the East Midlands 1.76% 2.63% 1.20%
As % of the Database & Business Intelligence category 5.63% 8.35% 3.43%
Number of salaries quoted 86 154 61
East Midlands median annual salary £52,500 £62,500 £70,000
Median salary % change year-on-year -16.00% -10.71% +68.67%
10th Percentile £34,375 £31,625 £48,750
90th Percentile £81,250 £82,500 £95,000
England median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% +4.35%

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 the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1652 2061 2627
As % of all permanent IT jobs advertised in the East Midlands 31.34% 31.49% 35.13%
Number of salaries quoted 1420 1689 2161
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,500 £23,750
90th Percentile £61,000 £62,500 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Big Data
Job Vacancy Trend in the East Midlands

Job postings citing Big Data as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Big Data in the East Midlands

Big Data
Salary Trend in the East Midlands

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

Salary trend for Big Data in the East Midlands

Big Data
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Big Data in the East Midlands over the 6 months to 24 November 2017.

Salary histogram for Big Data in the East Midlands

Big Data
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the East Midlands region over the 6 months to 24 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
Nottinghamshire -30 69 £65,000 -10.34% 3
Derbyshire -9 11 £45,000 +28.57% 1
Leicestershire +23 8 £37,146 -21.80%
Northamptonshire +20 2 £35,000 +7.69%
Big Data
England

For the 6 months to 24 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 East Midlands region with a requirement for Big Data.

1 53 (56.99%) Agile Software Development
2 36 (38.71%) Java
3 29 (31.18%) Retail
4 27 (29.03%) SQL
4 27 (29.03%) DevOps
5 24 (25.81%) Finance
6 22 (23.66%) Scrum
7 21 (22.58%) Business Intelligence
8 20 (21.51%) .NET
8 20 (21.51%) Migration
8 20 (21.51%) Greenfield Project
9 18 (19.35%) Microsoft
9 18 (19.35%) User Experience
9 18 (19.35%) Degree
10 17 (18.28%) Computer Science
10 17 (18.28%) Analytics
10 17 (18.28%) C#
11 15 (16.13%) RUP
11 15 (16.13%) Python
11 15 (16.13%) Apache Spark
11 15 (16.13%) SQL Server Integration Services
11 15 (16.13%) Mathematics
12 14 (15.05%) SQL Server Analysis Services
12 14 (15.05%) Hadoop
13 13 (13.98%) Amazon AWS
13 13 (13.98%) Physics
13 13 (13.98%) Enterprise Software
13 13 (13.98%) Project Management
13 13 (13.98%) Master's Degree
14 12 (12.90%) Numerate Degree

Big Data
Co-occurring IT Skills in the East Midlands 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 (16.13%) Apache Spark
2 3 (3.23%) Apache
2 3 (3.23%) Elasticsearch
3 2 (2.15%) Apache Solr
3 2 (2.15%) JBoss
3 2 (2.15%) Jetty
3 2 (2.15%) OpenStack
3 2 (2.15%) Tomcat
3 2 (2.15%) WebLogic
3 2 (2.15%) WebSphere
3 2 (2.15%) WebSphere Application Server
4 1 (1.08%) Confluence
4 1 (1.08%) SharePoint
Applications
1 2 (2.15%) Microsoft Excel
1 2 (2.15%) Microsoft PowerPoint
2 1 (1.08%) Spreadsheet
Business Applications
1 1 (1.08%) Dynamics AX
1 1 (1.08%) NetSuite
1 1 (1.08%) SAP Hybris
Cloud Services
1 13 (13.98%) Amazon AWS
2 11 (11.83%) SaaS
3 6 (6.45%) Microsoft Azure
Communications & Networking
1 3 (3.23%) IP Telephony
1 3 (3.23%) WAN
Database & Business Intelligence
1 15 (16.13%) SQL Server Integration Services
2 14 (15.05%) Hadoop
2 14 (15.05%) SQL Server Analysis Services
3 12 (12.90%) MongoDB
4 11 (11.83%) SQL Server
4 11 (11.83%) SQL Server Reporting Services
5 7 (7.53%) Data Warehouse
5 7 (7.53%) MySQL
5 7 (7.53%) NoSQL
6 6 (6.45%) HBase
6 6 (6.45%) SAP HANA
7 5 (5.38%) Relational Database
8 4 (4.30%) PostgreSQL
8 4 (4.30%) QlikView
9 3 (3.23%) Apache Cassandra
9 3 (3.23%) Apache Hive
10 2 (2.15%) Couchbase
10 2 (2.15%) MariaDB
10 2 (2.15%) Redis
10 2 (2.15%) Riak
Development Applications
1 1 (1.08%) Cucumber
1 1 (1.08%) FitNesse
1 1 (1.08%) Grunt
1 1 (1.08%) gulp
1 1 (1.08%) Jasmine
1 1 (1.08%) Jenkins
1 1 (1.08%) JIRA
1 1 (1.08%) JMeter
1 1 (1.08%) JUnit
1 1 (1.08%) Karma Test Runner
1 1 (1.08%) NeoLoad
1 1 (1.08%) Octopus Deploy
1 1 (1.08%) Selenium
1 1 (1.08%) Team Foundation Server
1 1 (1.08%) webpack
General
1 29 (31.18%) Retail
2 24 (25.81%) Finance
3 11 (11.83%) Banking
4 3 (3.23%) Telecoms
5 1 (1.08%) Marketing
Job Titles
1 26 (27.96%) Developer
2 17 (18.28%) Architect
3 16 (17.20%) Agile Delivery Manager
3 16 (17.20%) Delivery Manager
4 12 (12.90%) Technical Manager
5 11 (11.83%) Business Intelligence Developer
5 11 (11.83%) Solutions Architect
5 11 (11.83%) Technical Architect
6 9 (9.68%) Data Scientist
6 9 (9.68%) Technical Delivery Manager
7 7 (7.53%) Agile Development Manager
7 7 (7.53%) Development Manager
7 7 (7.53%) Software Development Manager
8 6 (6.45%) Enterprise Solutions Architect
8 6 (6.45%) Project Manager
8 6 (6.45%) Software Developer
9 5 (5.38%) Agile Project Manager
9 5 (5.38%) Java Architect
9 5 (5.38%) Java Software Architect
9 5 (5.38%) Java Solutions Architect
Libraries, Frameworks & Software Standards
1 20 (21.51%) .NET
2 5 (5.38%) HTML
3 4 (4.30%) AngularJS
4 3 (3.23%) React
4 3 (3.23%) XML
5 2 (2.15%) Elastic Stack
5 2 (2.15%) HTML5
5 2 (2.15%) Lucene
5 2 (2.15%) Web Services
6 1 (1.08%) Backbone.js
6 1 (1.08%) CSS3
6 1 (1.08%) Ember.js
6 1 (1.08%) Hibernate
6 1 (1.08%) JPA
6 1 (1.08%) LESS
6 1 (1.08%) MDX
6 1 (1.08%) Node.js
6 1 (1.08%) SAP XI
6 1 (1.08%) Sass
6 1 (1.08%) Spring
Miscellaneous
1 20 (21.51%) Greenfield Project
2 18 (19.35%) User Experience
3 17 (18.28%) Computer Science
4 13 (13.98%) Enterprise Software
5 11 (11.83%) Analytical Skills
6 4 (4.30%) Algorithms
7 3 (3.23%) Data Centre
8 2 (2.15%) Data Structures
9 1 (1.08%) Analytical Mindset
9 1 (1.08%) Clustering
9 1 (1.08%) Digital Media
9 1 (1.08%) EPoS
9 1 (1.08%) Private Cloud
9 1 (1.08%) Replication
Operating Systems
1 8 (8.60%) Linux
2 2 (2.15%) Windows
3 1 (1.08%) Unix
Processes & Methodologies
1 53 (56.99%) Agile Software Development
2 27 (29.03%) DevOps
3 22 (23.66%) Scrum
4 21 (22.58%) Business Intelligence
5 20 (21.51%) Migration
6 17 (18.28%) Analytics
7 15 (16.13%) Mathematics
7 15 (16.13%) RUP
8 13 (13.98%) Physics
8 13 (13.98%) Project Management
9 12 (12.90%) Data Analytics
10 10 (10.75%) Software Delivery
11 9 (9.68%) Multithreading
12 8 (8.60%) Stakeholder Management
13 7 (7.53%) ERP
13 7 (7.53%) Multithreaded Programming
13 7 (7.53%) OO
13 7 (7.53%) Software Engineering
14 6 (6.45%) E-Commerce
14 6 (6.45%) Zachman Framework
Programming Languages
1 36 (38.71%) Java
2 27 (29.03%) SQL
3 17 (18.28%) C#
4 15 (16.13%) Python
5 10 (10.75%) R
6 7 (7.53%) C++
6 7 (7.53%) JavaScript
6 7 (7.53%) Scala
7 6 (6.45%) C
8 4 (4.30%) PL/SQL
8 4 (4.30%) Shell Script
9 3 (3.23%) MATLAB
10 1 (1.08%) Bash Shell
10 1 (1.08%) Go
10 1 (1.08%) Perl
10 1 (1.08%) PHP
10 1 (1.08%) PowerShell
10 1 (1.08%) T-SQL
Qualifications
1 18 (19.35%) Degree
2 13 (13.98%) Master's Degree
3 12 (12.90%) Numerate Degree
4 3 (3.23%) HND
5 2 (2.15%) Computer Science Degree
5 2 (2.15%) PhD
6 1 (1.08%) Security Cleared
Quality Assurance & Compliance
1 2 (2.15%) Data Quality
2 1 (1.08%) GDPR
2 1 (1.08%) QA
System Software
1 1 (1.08%) Docker
1 1 (1.08%) HDFS
1 1 (1.08%) Oracle RAC
1 1 (1.08%) Virtual Machines
Systems Management
1 2 (2.15%) Ansible
1 2 (2.15%) Kibana
1 2 (2.15%) logstash
1 2 (2.15%) Opscode Chef
1 2 (2.15%) Puppet
1 2 (2.15%) Salt
2 1 (1.08%) Data Guard
2 1 (1.08%) Hadoop YARN
2 1 (1.08%) Oracle RMAN
Vendors
1 18 (19.35%) Microsoft
2 8 (8.60%) Oracle
2 8 (8.60%) SAP
3 4 (4.30%) Tableau
4 3 (3.23%) Cloudera
5 2 (2.15%) Attivio
6 1 (1.08%) Cadence
6 1 (1.08%) hybris
6 1 (1.08%) JD Edwards
6 1 (1.08%) Teradata
6 1 (1.08%) Workday