Period
to 19 September 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 19 September 2017 with a comparison to the same period in the previous 2 years.

Big Data
England > East Midlands
6 months to
19 Sep 2017
Same period 2016 Same period 2015
Rank 116 151 183
Rank change year-on-year +35 +32 +76
Permanent jobs citing Big Data 118 110 82
As % of all permanent IT jobs advertised in the East Midlands 2.28% 1.71% 1.09%
As % of the Database & Business Intelligence category 7.37% 5.40% 3.15%
Number of salaries quoted 122 87 59
East Midlands median annual salary £50,000 £61,500 £70,000
Median salary % change year-on-year -18.70% -12.14% +75.00%
10th Percentile £29,250 £35,050 £44,900
90th Percentile £81,250 £82,500 £96,000
England median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% -

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 1602 2036 2601
As % of all permanent IT jobs advertised in the East Midlands 30.90% 31.61% 34.55%
Number of salaries quoted 1369 1634 2190
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £22,975
90th Percentile £61,250 £57,500 £55,000
England median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +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 19 September 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 19 September 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 +14 73 £65,000 +4.00% 6
Derbyshire +12 29 £42,500 +27.82%
Northamptonshire +4 10 £30,500 -6.15% 1
Leicestershire +17 2 £45,750 -3.68%
Lincolnshire - 1 £60,000 -
Big Data
England

For the 6 months to 19 September 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 67 (56.78%) Agile Software Development
2 52 (44.07%) SQL
3 44 (37.29%) Java
4 40 (33.90%) C#
5 38 (32.20%) Microsoft
6 37 (31.36%) Degree
7 36 (30.51%) Amazon AWS
8 34 (28.81%) Computer Science
9 33 (27.97%) Apache Spark
10 32 (27.12%) Greenfield Project
11 29 (24.58%) .NET
12 28 (23.73%) Python
12 28 (23.73%) Mathematics
12 28 (23.73%) Analytics
13 27 (22.88%) Business Intelligence
14 26 (22.03%) Retail
15 25 (21.19%) Scrum
15 25 (21.19%) Project Management
15 25 (21.19%) SQL Server
15 25 (21.19%) R
16 24 (20.34%) MongoDB
16 24 (20.34%) DevOps
17 22 (18.64%) NoSQL
18 21 (17.80%) Microsoft Azure
18 21 (17.80%) Physics
18 21 (17.80%) SQL Server Integration Services
19 19 (16.10%) Numerate Degree
20 18 (15.25%) SQL Server Reporting Services
21 17 (14.41%) C++
21 17 (14.41%) Enterprise Software

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 33 (27.97%) Apache Spark
2 13 (11.02%) Apache
3 8 (6.78%) Apache Solr
3 8 (6.78%) OpenStack
4 7 (5.93%) Elasticsearch
4 7 (5.93%) Jetty
4 7 (5.93%) Tomcat
5 6 (5.08%) JBoss
5 6 (5.08%) WebLogic
5 6 (5.08%) WebSphere
5 6 (5.08%) WebSphere Application Server
6 1 (0.85%) CMS
6 1 (0.85%) Confluence
Applications
1 6 (5.08%) Microsoft Excel
2 2 (1.69%) Mathcad
2 2 (1.69%) Microsoft PowerPoint
2 2 (1.69%) Simulink
3 1 (0.85%) Spreadsheet
Business Applications
1 1 (0.85%) SAP Hybris
Cloud Services
1 36 (30.51%) Amazon AWS
2 21 (17.80%) Microsoft Azure
3 12 (10.17%) SaaS
4 7 (5.93%) GitHub
5 2 (1.69%) Cortana Intelligence Suite
6 1 (0.85%) Cloud Computing
6 1 (0.85%) IaaS
6 1 (0.85%) PaaS
Communications & Networking
1 2 (1.69%) Internet
1 2 (1.69%) IP Telephony
1 2 (1.69%) WAN
Database & Business Intelligence
1 25 (21.19%) SQL Server
2 24 (20.34%) MongoDB
3 22 (18.64%) NoSQL
4 21 (17.80%) SQL Server Integration Services
5 18 (15.25%) SQL Server Reporting Services
6 16 (13.56%) Data Warehouse
6 16 (13.56%) Hadoop
7 14 (11.86%) SQL Server Analysis Services
8 11 (9.32%) MySQL
8 11 (9.32%) PostgreSQL
9 9 (7.63%) Apache Cassandra
9 9 (7.63%) Redis
10 8 (6.78%) Riak
11 7 (5.93%) Power BI
12 6 (5.08%) BusinessObjects
12 6 (5.08%) Couchbase
13 5 (4.24%) HBase
13 5 (4.24%) RDBMS
13 5 (4.24%) Relational Database
13 5 (4.24%) SAP HANA
Development Applications
1 4 (3.39%) Git (software)
2 1 (0.85%) Eclipse
2 1 (0.85%) Grunt
2 1 (0.85%) gulp
2 1 (0.85%) Jasmine
2 1 (0.85%) JIRA
2 1 (0.85%) Karma Test Runner
2 1 (0.85%) Maven
2 1 (0.85%) Subversion
2 1 (0.85%) Talend Open Studio
2 1 (0.85%) webpack
General
1 26 (22.03%) Retail
2 14 (11.86%) Finance
3 13 (11.02%) Banking
4 2 (1.69%) Aerospace
4 2 (1.69%) Marketing
5 1 (0.85%) Manufacturing
Job Titles
1 40 (33.90%) Developer
2 19 (16.10%) Architect
3 16 (13.56%) Data Scientist
4 13 (11.02%) Agile Development Manager
4 13 (11.02%) Business Intelligence Developer
4 13 (11.02%) Development Manager
4 13 (11.02%) Software Development Manager
5 12 (10.17%) .NET Developer
6 11 (9.32%) Agile Delivery Manager
6 11 (9.32%) Delivery Manager
7 9 (7.63%) Solutions Architect
7 9 (7.63%) Technical Architect
8 8 (6.78%) Analyst
8 8 (6.78%) C# .NET Developer
8 8 (6.78%) C# Developer
8 8 (6.78%) SSIS Developer
8 8 (6.78%) SSRS Developer
9 7 (5.93%) Graduate Developer
9 7 (5.93%) Junior
9 7 (5.93%) Junior Developer
Libraries, Frameworks & Software Standards
1 29 (24.58%) .NET
2 10 (8.47%) AngularJS
2 10 (8.47%) React
3 8 (6.78%) Lucene
4 7 (5.93%) Web Services
5 6 (5.08%) Elastic Stack
6 5 (4.24%) HTML
7 4 (3.39%) ASP.NET
7 4 (3.39%) ASP.NET MVC
8 1 (0.85%) .NET Framework
8 1 (0.85%) Backbone.js
8 1 (0.85%) Compass CSS Framework
8 1 (0.85%) CSS
8 1 (0.85%) CSS3
8 1 (0.85%) Ember.js
8 1 (0.85%) HTML5
8 1 (0.85%) LESS
8 1 (0.85%) Node.js
8 1 (0.85%) SAP XI
8 1 (0.85%) Sass
Miscellaneous
1 34 (28.81%) Computer Science
2 32 (27.12%) Greenfield Project
3 17 (14.41%) Enterprise Software
4 14 (11.86%) Algorithms
5 7 (5.93%) User Experience
6 5 (4.24%) Analytical Skills
7 3 (2.54%) Data Structures
8 2 (1.69%) Augmented Reality
8 2 (1.69%) Clustering
8 2 (1.69%) Data Centre
8 2 (1.69%) Internet of Things
8 2 (1.69%) Replication
9 1 (0.85%) EPoS
9 1 (0.85%) Management Information System
9 1 (0.85%) Social Media
Operating Systems
1 3 (2.54%) Linux
2 2 (1.69%) Android
2 2 (1.69%) Apple iOS
3 1 (0.85%) Unix
3 1 (0.85%) Windows
Processes & Methodologies
1 67 (56.78%) Agile Software Development
2 28 (23.73%) Analytics
2 28 (23.73%) Mathematics
3 27 (22.88%) Business Intelligence
4 25 (21.19%) Project Management
4 25 (21.19%) Scrum
5 24 (20.34%) DevOps
6 21 (17.80%) Physics
7 16 (13.56%) Visualisation
8 15 (12.71%) Machine Learning
9 14 (11.86%) Data Visualisation
9 14 (11.86%) Stakeholder Management
10 13 (11.02%) Migration
10 13 (11.02%) Predictive Analytics
11 12 (10.17%) TDD
12 11 (9.32%) ETL
12 11 (9.32%) Software Delivery
13 10 (8.47%) RUP
14 9 (7.63%) Technical Architecture
14 9 (7.63%) Web Development
Programming Languages
1 52 (44.07%) SQL
2 44 (37.29%) Java
3 40 (33.90%) C#
4 28 (23.73%) Python
5 25 (21.19%) R
6 17 (14.41%) C++
7 15 (12.71%) C
7 15 (12.71%) MATLAB
8 8 (6.78%) Scala
9 5 (4.24%) JavaScript
9 5 (4.24%) T-SQL
10 4 (3.39%) VBA
11 3 (2.54%) Go
11 3 (2.54%) Perl
11 3 (2.54%) Shell Script
12 2 (1.69%) PL/SQL
12 2 (1.69%) Ruby
13 1 (0.85%) Bash Shell
13 1 (0.85%) PHP
13 1 (0.85%) PowerShell
Qualifications
1 37 (31.36%) Degree
2 19 (16.10%) Numerate Degree
3 13 (11.02%) Computer Science Degree
4 10 (8.47%) Master's Degree
5 3 (2.54%) Security Cleared
6 1 (0.85%) CISSP
6 1 (0.85%) IISP
6 1 (0.85%) ISEB
6 1 (0.85%) PhD
Quality Assurance & Compliance
1 2 (1.69%) Data Quality
2 1 (0.85%) GDPR
System Software
1 1 (0.85%) HDFS
1 1 (0.85%) Oracle RAC
Systems Management
1 6 (5.08%) Ansible
1 6 (5.08%) Kibana
1 6 (5.08%) logstash
1 6 (5.08%) Opscode Chef
1 6 (5.08%) Puppet
1 6 (5.08%) Salt
2 1 (0.85%) Data Guard
2 1 (0.85%) Oracle RMAN
Vendors
1 38 (32.20%) Microsoft
2 11 (9.32%) SAP
3 10 (8.47%) Oracle
4 7 (5.93%) Tableau
5 2 (1.69%) Attivio
6 1 (0.85%) Cadence
6 1 (0.85%) Hortonworks
6 1 (0.85%) hybris
6 1 (0.85%) MuleSoft
6 1 (0.85%) Splunk
6 1 (0.85%) Talend
6 1 (0.85%) Workday