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 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Big Data
England / East Midlands
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 76 145 135
Rank change year-on-year +69 -10  
Permanent jobs citing Big Data 89 25 41
As % of all permanent IT jobs advertised in the East Midlands 3.04% 0.79% 1.21%
As % of the Database & Business Intelligence category 10.07% 2.34% 3.37%
Number of salaries quoted 78 18 23
Median salary £56,250 £53,750 £42,500
Median salary % change year-on-year +4.65% +26.47%  
90% offered a salary of more than £37,500 £37,000 £28,200
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next 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 and business intelligence skills.

Database & Business Intelligence Skills
East Midlands
Permanent job vacancies with a requirement for database and business intelligence skills 884 1070 1215
As % of all permanent IT job vacancies advertised in the East Midlands 30.18% 33.66% 35.93%
Number of salaries quoted 717 859 1017
Median salary £40,000 £41,250 £40,000
Median salary % change year-on-year -3.03% +3.12%  
90% offered a salary of more than £30,000 £29,900 £27,500
10% offered a salary of more than £52,500 £49,000 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in the East Midlands

The job posting trend of jobs advertised in the East Midlands citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 30 March 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 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire +44 48 £65,000 -3.70% 3
Derbyshire +27 20 £42,500 - 2
Northamptonshire +29 16 £50,000 +25.00% 3
Lincolnshire -1 1 £60,000 +33.33%
Big Data
England

For the 6 months to 30 March 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.

1 142 (69.95%) Agile Software Development
2 88 (43.35%) Java
3 81 (39.90%) Python
4 80 (39.41%) C#
5 79 (38.92%) .NET
6 74 (36.45%) Finance
7 68 (33.50%) Banking
8 59 (29.06%) SQL
9 57 (28.08%) Telecoms
10 53 (26.11%) Project Management
11 42 (20.69%) Retail
12 41 (20.20%) DevOps
12 41 (20.20%) Apache Spark
13 39 (19.21%) Degree
14 37 (18.23%) Amazon AWS
15 35 (17.24%) AngularJS
15 35 (17.24%) Analytics
16 34 (16.75%) Computer Science
17 33 (16.26%) Microsoft
18 31 (15.27%) Business Intelligence
18 31 (15.27%) SQL Server
19 29 (14.29%) Scrum
20 28 (13.79%) Data Warehouse
21 27 (13.30%) HTML
21 27 (13.30%) NoSQL
22 26 (12.81%) Technical Architecture
22 26 (12.81%) CSS
23 25 (12.32%) JavaScript
23 25 (12.32%) R
23 25 (12.32%) Visualisation

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 41 (20.20%) Apache Spark
2 20 (9.85%) Apache
3 13 (6.40%) Jetty
3 13 (6.40%) Tomcat
4 8 (3.94%) JBoss
4 8 (3.94%) WebLogic
4 8 (3.94%) WebSphere
5 5 (2.46%) NServiceBus
6 4 (1.97%) Apache Solr
6 4 (1.97%) Elasticsearch
6 4 (1.97%) OpenStack
7 1 (0.49%) CMS
Applications
1 9 (4.43%) MS Excel
2 2 (0.99%) Mathcad
2 2 (0.99%) Simulink
Business Applications
1 1 (0.49%) SAP Oil and Gas
Cloud Services
1 37 (18.23%) Amazon AWS
2 22 (10.84%) Microsoft Azure
3 20 (9.85%) SaaS
4 9 (4.43%) GitHub
5 6 (2.96%) Google Cloud Platform
6 4 (1.97%) Cloud Computing
7 1 (0.49%) IaaS
7 1 (0.49%) PaaS
Communications & Networking
1 2 (0.99%) RTP
1 2 (0.99%) Wireshark
2 1 (0.49%) Internet
2 1 (0.49%) Intranet
Database & Business Intelligence
1 31 (15.27%) SQL Server
2 28 (13.79%) Data Warehouse
3 27 (13.30%) NoSQL
4 18 (8.87%) MongoDB
5 16 (7.88%) Power BI
6 15 (7.39%) SQL Server Integration Services
6 15 (7.39%) SQL Server Reporting Services
7 13 (6.40%) Hadoop
8 9 (4.43%) MySQL
8 9 (4.43%) Redis
9 8 (3.94%) PostgreSQL
10 7 (3.45%) SQL Server Analysis Services
11 5 (2.46%) Apache Cassandra
11 5 (2.46%) BusinessObjects
11 5 (2.46%) OLAP
12 4 (1.97%) Couchbase
12 4 (1.97%) OLAP Cube
12 4 (1.97%) OLTP
12 4 (1.97%) QlikView
12 4 (1.97%) Riak
Development Applications
1 6 (2.96%) Git (software)
2 5 (2.46%) Bitbucket
2 5 (2.46%) Octopus Deploy
3 4 (1.97%) SpecFlow
4 3 (1.48%) Selenium
5 1 (0.49%) Hudson
5 1 (0.49%) Jenkins
5 1 (0.49%) MSTest
5 1 (0.49%) Talend Open Studio
General
1 74 (36.45%) Finance
2 68 (33.50%) Banking
3 57 (28.08%) Telecoms
4 42 (20.69%) Retail
5 9 (4.43%) Legal
6 2 (0.99%) Advertising
6 2 (0.99%) Aerospace
6 2 (0.99%) Marketing
7 1 (0.49%) Electronics
7 1 (0.49%) Games
7 1 (0.49%) Manufacturing
Job Titles
1 66 (32.51%) Developer
2 42 (20.69%) C# Developer
3 35 (17.24%) Architect
4 34 (16.75%) .NET Developer
5 31 (15.27%) C# .NET Developer
6 22 (10.84%) Agile Project Manager
6 22 (10.84%) Project Manager
7 20 (9.85%) Data Scientist
8 17 (8.37%) Technical Architect
9 15 (7.39%) Agile Development Manager
9 15 (7.39%) Development Manager
10 13 (6.40%) Solutions Architect
11 12 (5.91%) Automation Test Lead
11 12 (5.91%) Technical Manager
11 12 (5.91%) Test Automation Engineer
11 12 (5.91%) Test Engineer
12 11 (5.42%) DevOps Manager
12 11 (5.42%) Java Developer
13 10 (4.93%) Infrastructure Architect
13 10 (4.93%) Lead Developer
Libraries, Frameworks & Software Standards
1 79 (38.92%) .NET
2 35 (17.24%) AngularJS
3 27 (13.30%) HTML
4 26 (12.81%) CSS
5 18 (8.87%) React
6 17 (8.37%) Ember.js
7 14 (6.90%) Node.js
8 10 (4.93%) ASP.NET
8 10 (4.93%) ASP.NET MVC
9 8 (3.94%) Web Services
10 6 (2.96%) XML
11 4 (1.97%) Elastic Stack
11 4 (1.97%) Lucene
11 4 (1.97%) Twitter Bootstrap
12 3 (1.48%) D3.js
12 3 (1.48%) LINQ
12 3 (1.48%) SAP XI
12 3 (1.48%) XHTML
13 2 (0.99%) Middleware
13 2 (0.99%) Silverlight
Miscellaneous
1 34 (16.75%) Computer Science
2 19 (9.36%) Algorithms
2 19 (9.36%) Enterprise Software
3 13 (6.40%) User Experience
4 6 (2.96%) Mobile App
5 4 (1.97%) Foreign Exchange (FX)
6 3 (1.48%) Analytical Skills
7 2 (0.99%) Augmented Reality
8 1 (0.49%) Internet of Things
8 1 (0.49%) Management Information System
8 1 (0.49%) Mobile Payment
Operating Systems
1 11 (5.42%) Linux
2 9 (4.43%) Android
2 9 (4.43%) Apple iOS
3 1 (0.49%) Windows
Processes & Methodologies
1 142 (69.95%) Agile Software Development
2 53 (26.11%) Project Management
3 41 (20.20%) DevOps
4 35 (17.24%) Analytics
5 31 (15.27%) Business Intelligence
6 29 (14.29%) Scrum
7 26 (12.81%) Technical Architecture
8 25 (12.32%) Visualisation
9 24 (11.82%) Mathematics
10 22 (10.84%) Data Visualisation
10 22 (10.84%) Stakeholder Management
11 21 (10.34%) Physics
12 20 (9.85%) Machine Learning
12 20 (9.85%) Migration
12 20 (9.85%) Open Source
12 20 (9.85%) Predictive Analytics
13 15 (7.39%) Automation Testing
13 15 (7.39%) RUP
13 15 (7.39%) Software Delivery
13 15 (7.39%) TDD
Programming Languages
1 88 (43.35%) Java
2 81 (39.90%) Python
3 80 (39.41%) C#
4 59 (29.06%) SQL
5 25 (12.32%) JavaScript
5 25 (12.32%) R
6 23 (11.33%) C++
7 21 (10.34%) MATLAB
8 20 (9.85%) Perl
9 19 (9.36%) C
10 13 (6.40%) Scala
11 11 (5.42%) T-SQL
12 8 (3.94%) Bash Shell
12 8 (3.94%) Go
13 2 (0.99%) VBA
14 1 (0.49%) Data Analysis Expressions (DAX)
14 1 (0.49%) PHP
14 1 (0.49%) PowerShell
14 1 (0.49%) VB.NET
Qualifications
1 39 (19.21%) Degree
2 2 (0.99%) CISSP
2 2 (0.99%) Security Cleared
3 1 (0.49%) IISP
3 1 (0.49%) ISEB
Quality Assurance & Compliance
1 6 (2.96%) GCP
2 5 (2.46%) QA
3 2 (0.99%) Data Quality
Systems Management
1 4 (1.97%) Ansible
1 4 (1.97%) Kibana
1 4 (1.97%) logstash
1 4 (1.97%) Opscode Chef
1 4 (1.97%) Puppet
1 4 (1.97%) Salt
Vendors
1 33 (16.26%) Microsoft
2 14 (6.90%) Oracle
3 8 (3.94%) SAP
4 3 (1.48%) Attivio
4 3 (1.48%) Tableau
5 1 (0.49%) Hortonworks
5 1 (0.49%) HP
5 1 (0.49%) MuleSoft
5 1 (0.49%) Splunk
5 1 (0.49%) Talend
5 1 (0.49%) Zend
Nottingham, Nottinghamshire
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum Salary negotiable - plus package
Posted: Yesterday
Derby, Derbyshire
EMBS Ltd
Salary: Circa 40k p/a
Posted: Yesterday
Northamptonshire
Parallel Consulting
Salary: £28000 - £31000 per annum + bonus, benefits, pension
Posted: 3 days ago
Nottingham, Nottinghamshire
Capital One
Posted: 17 days ago
Northamptonshire
Lawrence Harvey
Salary: £45000 - £50000 per annum
Posted: 21 days ago
Derby, Derbyshire
Rullion
Posted: 6 days ago
Nottingham
Computer Futures
Salary: £70000 - £80000 per annum + £6k Car, Pension, Healthcare
Posted: 24 days ago