Period
to 21 February 2018

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 21 February 2018 with a comparison to the same period in the previous 2 years.

Big Data
England > East Midlands
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 153 79 195
Rank change year-on-year -74 +116 -25
Permanent jobs citing Big Data 92 203 64
As % of all permanent IT jobs advertised in the East Midlands 1.72% 3.34% 0.94%
As % of the Database & Business Intelligence category 5.12% 10.37% 2.75%
Number of salaries quoted 83 189 47
East Midlands median annual salary £60,000 £60,000 £67,500
Median salary % change year-on-year - -11.11% +50.00%
10th Percentile £36,500 £32,500 £35,500
90th Percentile £82,500 £82,500 £95,000
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +1.69%

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 1,797 1,958 2,330
As % of all permanent IT jobs advertised in the East Midlands 33.67% 32.25% 34.35%
Number of salaries quoted 1,588 1,610 1,841
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £25,000
90th Percentile £57,500 £65,000 £55,000
England median annual salary £50,000 £47,500 £47,500
% 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 21 February 2018.

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 21 February 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
Nottinghamshire -40 68 £62,500 -10.71% 20
Leicestershire +29 9 £42,500 +6.25% 1
Northamptonshire +3 8 £53,750 +7.50% 3
Derbyshire -26 4 £46,250 +32.14%
Big Data
England

For the 6 months to 21 February 2018, IT jobs citing Big Data 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 East Midlands region with a requirement for Big Data.

1 64 (69.57%) Agile Software Development
2 35 (38.04%) Scrum
2 35 (38.04%) Java
3 33 (35.87%) Finance
3 33 (35.87%) DevOps
4 31 (33.70%) Retail
5 30 (32.61%) Hadoop
6 23 (25.00%) Apache Spark
7 22 (23.91%) Linux
8 21 (22.83%) Analytical Skills
9 20 (21.74%) SQL
9 20 (21.74%) Migration
10 19 (20.65%) Scala
11 18 (19.57%) Amazon AWS
11 18 (19.57%) Multithreading
11 18 (19.57%) Microsoft
12 17 (18.48%) Python
12 17 (18.48%) Business Intelligence
12 17 (18.48%) SQL Server
13 16 (17.39%) Shell Script
13 16 (17.39%) User Experience
14 15 (16.30%) HBase
14 15 (16.30%) Microsoft Azure
14 15 (16.30%) RUP
14 15 (16.30%) Multithreaded Programming
15 14 (15.22%) Greenfield Project
16 13 (14.13%) .NET
17 12 (13.04%) MapReduce
17 12 (13.04%) Analytics
17 12 (13.04%) Performance Testing

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 23 (25.00%) Apache Spark
2 4 (4.35%) SAS
3 2 (2.17%) Jetty
3 2 (2.17%) Tomcat
4 1 (1.09%) Apache
4 1 (1.09%) Apache Solr
4 1 (1.09%) Confluence
4 1 (1.09%) Elasticsearch
4 1 (1.09%) JBoss
4 1 (1.09%) OpenStack
4 1 (1.09%) SharePoint
4 1 (1.09%) WebLogic
4 1 (1.09%) WebSphere
4 1 (1.09%) WebSphere Application Server
Business Applications
1 1 (1.09%) Dynamics AX
1 1 (1.09%) NetSuite
1 1 (1.09%) SAP Hybris
Cloud Services
1 18 (19.57%) Amazon AWS
2 15 (16.30%) Microsoft Azure
3 8 (8.70%) Google Cloud Platform
4 5 (5.43%) Cloud Computing
4 5 (5.43%) SaaS
5 1 (1.09%) Bluemix
5 1 (1.09%) IBM Cloud
Communications & Networking
1 2 (2.17%) IP Telephony
1 2 (2.17%) WAN
2 1 (1.09%) Internet
2 1 (1.09%) Kerberos
Database & Business Intelligence
1 30 (32.61%) Hadoop
2 17 (18.48%) SQL Server
3 15 (16.30%) HBase
4 8 (8.70%) SQL Server Analysis Services
4 8 (8.70%) SQL Server Integration Services
5 7 (7.61%) MongoDB
6 6 (6.52%) Data Warehouse
6 6 (6.52%) MySQL
6 6 (6.52%) Power BI
7 5 (5.43%) Relational Database
7 5 (5.43%) SQL Server Reporting Services
8 4 (4.35%) Apache Cassandra
8 4 (4.35%) Impala
8 4 (4.35%) NoSQL
8 4 (4.35%) SAP HANA
9 3 (3.26%) Apache Hive
10 2 (2.17%) BigQuery
10 2 (2.17%) PostgreSQL
10 2 (2.17%) QlikView
10 2 (2.17%) Redis
Development Applications
1 3 (3.26%) Jenkins
1 3 (3.26%) Octopus Deploy
1 3 (3.26%) Team Foundation Server
2 2 (2.17%) Visual Studio
3 1 (1.09%) Cucumber
3 1 (1.09%) FitNesse
3 1 (1.09%) Git (software)
3 1 (1.09%) JIRA
3 1 (1.09%) JMeter
3 1 (1.09%) JUnit
3 1 (1.09%) NeoLoad
3 1 (1.09%) Selenium
General
1 33 (35.87%) Finance
2 31 (33.70%) Retail
3 6 (6.52%) Banking
4 5 (5.43%) Games
5 4 (4.35%) Telecoms
6 1 (1.09%) Aerospace
6 1 (1.09%) Investment Banking
6 1 (1.09%) Law
6 1 (1.09%) Manufacturing
Job Titles
1 35 (38.04%) Developer
2 20 (21.74%) Agile Delivery Manager
2 20 (21.74%) Delivery Manager
3 16 (17.39%) Java Developer
4 15 (16.30%) Big Data Developer
5 13 (14.13%) Technical Delivery Manager
5 13 (14.13%) Technical Manager
6 10 (10.87%) Hadoop Developer
7 9 (9.78%) Java Hadoop Developer
7 9 (9.78%) Software Developer
8 8 (8.70%) Architect
8 8 (8.70%) Technical Architect
9 7 (7.61%) Agile Development Manager
9 7 (7.61%) Business Intelligence Developer
9 7 (7.61%) Development Manager
9 7 (7.61%) Software Development Manager
10 5 (5.43%) Enterprise Technical Architect
10 5 (5.43%) Platform Engineer
10 5 (5.43%) Software Engineer
11 4 (4.35%) Data Scientist
Libraries, Frameworks & Software Standards
1 13 (14.13%) .NET
2 6 (6.52%) AngularJS
2 6 (6.52%) XML
3 4 (4.35%) HTML
3 4 (4.35%) Kafka
4 3 (3.26%) JSON
4 3 (3.26%) MDX
4 3 (3.26%) React
5 2 (2.17%) .NET Core
5 2 (2.17%) ASP.NET
5 2 (2.17%) ASP.NET MVC
5 2 (2.17%) ASP.NET MVC 5
5 2 (2.17%) ASP.NET Web API
5 2 (2.17%) Elastic Stack
5 2 (2.17%) jQuery
5 2 (2.17%) Node.js
5 2 (2.17%) Spark Streaming
6 1 (1.09%) HTML5
6 1 (1.09%) JPA
6 1 (1.09%) RESTful
Miscellaneous
1 21 (22.83%) Analytical Skills
2 16 (17.39%) User Experience
3 14 (15.22%) Greenfield Project
4 6 (6.52%) Enterprise Software
5 4 (4.35%) Computer Science
6 3 (3.26%) Private Cloud
7 2 (2.17%) Data Centre
7 2 (2.17%) Digital Media
8 1 (1.09%) Analytical Mindset
8 1 (1.09%) Bitcoin
8 1 (1.09%) Digital Currency
8 1 (1.09%) Foreign Exchange (FX)
8 1 (1.09%) Internet of Things
Operating Systems
1 22 (23.91%) Linux
2 9 (9.78%) Windows
3 3 (3.26%) Unix
4 2 (2.17%) Windows Server
4 2 (2.17%) Windows Server 2012
Processes & Methodologies
1 64 (69.57%) Agile Software Development
2 35 (38.04%) Scrum
3 33 (35.87%) DevOps
4 20 (21.74%) Migration
5 18 (19.57%) Multithreading
6 17 (18.48%) Business Intelligence
7 15 (16.30%) Multithreaded Programming
7 15 (16.30%) RUP
8 12 (13.04%) Analytics
8 12 (13.04%) Data Science
8 12 (13.04%) Integration Testing
8 12 (13.04%) MapReduce
8 12 (13.04%) Performance Testing
8 12 (13.04%) Software Delivery
8 12 (13.04%) Unit Testing
9 10 (10.87%) Stakeholder Management
10 9 (9.78%) Microservices
10 9 (9.78%) Project Management
11 8 (8.70%) Continuous Delivery
11 8 (8.70%) Software Engineering
Programming Languages
1 35 (38.04%) Java
2 20 (21.74%) SQL
3 19 (20.65%) Scala
4 17 (18.48%) Python
5 16 (17.39%) Shell Script
6 11 (11.96%) C#
7 7 (7.61%) JavaScript
8 6 (6.52%) Bash Shell
8 6 (6.52%) Perl
8 6 (6.52%) R
9 3 (3.26%) C
9 3 (3.26%) PL/SQL
9 3 (3.26%) PowerShell
9 3 (3.26%) T-SQL
10 2 (2.17%) C++
10 2 (2.17%) Data Analysis Expressions (DAX)
11 1 (1.09%) Go
11 1 (1.09%) PHP
Qualifications
1 6 (6.52%) Degree
2 3 (3.26%) HND
2 3 (3.26%) Master's Degree
2 3 (3.26%) Numerate Degree
3 1 (1.09%) PhD
Quality Assurance & Compliance
1 2 (2.17%) Data Quality
1 2 (2.17%) GDPR
2 1 (1.09%) GCP
2 1 (1.09%) QA
System Software
1 9 (9.78%) Docker
2 3 (3.26%) Virtual Machines
3 1 (1.09%) Apache Flume
3 1 (1.09%) Apache ZooKeeper
Systems Management
1 11 (11.96%) Hadoop YARN
2 7 (7.61%) Kubernetes
3 5 (5.43%) Docker Swarm
3 5 (5.43%) Rancher
4 3 (3.26%) Opscode Chef
5 2 (2.17%) Kibana
5 2 (2.17%) Terraform
6 1 (1.09%) Ansible
6 1 (1.09%) logstash
6 1 (1.09%) Oozie
6 1 (1.09%) Puppet
6 1 (1.09%) Salt
Vendors
1 18 (19.57%) Microsoft
2 8 (8.70%) Cloudera
3 7 (7.61%) Google
3 7 (7.61%) Oracle
3 7 (7.61%) Tableau
4 4 (4.35%) SAP
5 3 (3.26%) Informatica
5 3 (3.26%) MapR
5 3 (3.26%) Talend
6 2 (2.17%) DataFlux
6 2 (2.17%) Teradata
7 1 (1.09%) hybris
7 1 (1.09%) JD Edwards