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 27 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
England / East Midlands
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 88 121 158
Rank change year-on-year +33 +37  
Permanent jobs citing Big Data 73 51 28
As % of all permanent IT jobs advertised in the East Midlands 2.73% 1.55% 0.76%
As % of the Database & Business Intelligence category 8.96% 4.80% 2.22%
Number of salaries quoted 71 38 21
Median salary £50,000 £60,750 £57,500
Median salary % change year-on-year -17.69% +5.65%  
90% offered a salary of more than £30,500 £44,250 £45,000
10% offered a salary of more than £65,000 £77,500 £110,000
UK excluding London median salary £54,000 £55,000 £50,000
% change year-on-year -1.81% +10.00%  

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 815 1062 1260
As % of all permanent IT job vacancies advertised in the East Midlands 30.43% 32.27% 34.27%
Number of salaries quoted 714 846 1072
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £55,000 £51,000 £57,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 27 June 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 27 June 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 +22 43 £55,000 -12.00% 1
Derbyshire +24 16 £42,500 -34.61%
Northamptonshire +9 9 £45,000 +38.46%
Leicestershire +10 2 £45,750 -3.68%
Lincolnshire - 1 £60,000 -
Big Data
England

For the 6 months to 27 June 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 97 (60.25%) Agile Software Development
2 67 (41.61%) SQL
3 62 (38.51%) C#
4 60 (37.27%) Java
5 56 (34.78%) Greenfield Project
6 55 (34.16%) Python
7 48 (29.81%) Microsoft
8 47 (29.19%) Amazon AWS
9 46 (28.57%) .NET
10 45 (27.95%) Apache Spark
11 41 (25.47%) Degree
12 40 (24.84%) Business Intelligence
13 38 (23.60%) Computer Science
14 36 (22.36%) Project Management
14 36 (22.36%) SQL Server
14 36 (22.36%) Analytics
15 33 (20.50%) DevOps
15 33 (20.50%) Scrum
16 31 (19.25%) Data Warehouse
17 30 (18.63%) NoSQL
18 29 (18.01%) R
19 28 (17.39%) Mathematics
19 28 (17.39%) Finance
20 27 (16.77%) MongoDB
21 25 (15.53%) Retail
22 23 (14.29%) Visualisation
22 23 (14.29%) Microsoft Azure
23 22 (13.66%) SQL Server Integration Services
24 21 (13.04%) Physics
24 21 (13.04%) Banking

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 45 (27.95%) Apache Spark
2 17 (10.56%) Apache
3 8 (4.97%) Jetty
3 8 (4.97%) Tomcat
4 7 (4.35%) Apache Solr
4 7 (4.35%) OpenStack
5 6 (3.73%) Elasticsearch
6 5 (3.11%) JBoss
6 5 (3.11%) WebLogic
6 5 (3.11%) WebSphere
6 5 (3.11%) WebSphere Application Server
7 4 (2.48%) NServiceBus
8 2 (1.24%) CMS
Applications
1 11 (6.83%) Microsoft Excel
2 2 (1.24%) Mathcad
2 2 (1.24%) Microsoft PowerPoint
2 2 (1.24%) Simulink
3 1 (0.62%) Spreadsheet
Cloud Services
1 47 (29.19%) Amazon AWS
2 23 (14.29%) Microsoft Azure
3 10 (6.21%) SaaS
4 9 (5.59%) GitHub
5 6 (3.73%) Google Cloud Platform
6 4 (2.48%) Cloud Computing
7 2 (1.24%) Cortana Intelligence Suite
8 1 (0.62%) IaaS
8 1 (0.62%) PaaS
Communications & Networking
1 2 (1.24%) Internet
Database & Business Intelligence
1 36 (22.36%) SQL Server
2 31 (19.25%) Data Warehouse
3 30 (18.63%) NoSQL
4 27 (16.77%) MongoDB
5 22 (13.66%) SQL Server Integration Services
6 19 (11.80%) SQL Server Reporting Services
7 18 (11.18%) Power BI
8 16 (9.94%) Hadoop
9 13 (8.07%) SQL Server Analysis Services
10 10 (6.21%) Redis
11 9 (5.59%) BusinessObjects
11 9 (5.59%) MySQL
12 8 (4.97%) Apache Cassandra
12 8 (4.97%) OLAP
12 8 (4.97%) PostgreSQL
13 7 (4.35%) OLAP Cube
13 7 (4.35%) Riak
14 6 (3.73%) QlikView
15 5 (3.11%) Couchbase
16 4 (2.48%) BusinessObjects Business Intelligence
Development Applications
1 9 (5.59%) Git (software)
2 4 (2.48%) Bitbucket
2 4 (2.48%) Octopus Deploy
2 4 (2.48%) SpecFlow
3 3 (1.86%) Selenium
4 1 (0.62%) Eclipse
4 1 (0.62%) Grunt
4 1 (0.62%) gulp
4 1 (0.62%) Jasmine
4 1 (0.62%) Karma Test Runner
4 1 (0.62%) Maven
4 1 (0.62%) MSTest
4 1 (0.62%) Subversion
4 1 (0.62%) Talend Open Studio
4 1 (0.62%) webpack
General
1 28 (17.39%) Finance
2 25 (15.53%) Retail
3 21 (13.04%) Banking
4 15 (9.32%) Telecoms
5 6 (3.73%) Legal
6 2 (1.24%) Advertising
6 2 (1.24%) Aerospace
6 2 (1.24%) Marketing
7 1 (0.62%) Manufacturing
Job Titles
1 57 (35.40%) Developer
2 27 (16.77%) .NET Developer
3 24 (14.91%) C# Developer
4 22 (13.66%) C# .NET Developer
5 21 (13.04%) Architect
6 20 (12.42%) Data Scientist
7 14 (8.70%) Agile Development Manager
7 14 (8.70%) Development Manager
8 13 (8.07%) Software Development Manager
9 10 (6.21%) Agile Delivery Manager
9 10 (6.21%) Agile Project Manager
9 10 (6.21%) Data Warehouse Developer
9 10 (6.21%) Delivery Manager
9 10 (6.21%) Project Manager
10 9 (5.59%) Business Intelligence Developer
10 9 (5.59%) Graduate
10 9 (5.59%) Graduate Developer
10 9 (5.59%) Junior
10 9 (5.59%) Junior Developer
10 9 (5.59%) Technical Architect
Libraries, Frameworks & Software Standards
1 46 (28.57%) .NET
2 16 (9.94%) AngularJS
3 14 (8.70%) HTML
4 13 (8.07%) Web Services
5 12 (7.45%) ASP.NET
5 12 (7.45%) ASP.NET MVC
6 11 (6.83%) React
7 9 (5.59%) CSS
8 7 (4.35%) Lucene
9 5 (3.11%) Elastic Stack
9 5 (3.11%) Ember.js
9 5 (3.11%) XML
10 4 (2.48%) Node.js
10 4 (2.48%) SAP XI
11 3 (1.86%) LINQ
11 3 (1.86%) XHTML
12 2 (1.24%) D3.js
13 1 (0.62%) Backbone.js
13 1 (0.62%) CSS3
13 1 (0.62%) REST
Miscellaneous
1 56 (34.78%) Greenfield Project
2 38 (23.60%) Computer Science
3 18 (11.18%) Algorithms
4 14 (8.70%) Enterprise Software
5 6 (3.73%) Analytical Skills
5 6 (3.73%) User Experience
6 4 (2.48%) Mobile App
7 3 (1.86%) Data Structures
8 2 (1.24%) Augmented Reality
8 2 (1.24%) Internet of Things
9 1 (0.62%) Clustering
9 1 (0.62%) Management Information System
9 1 (0.62%) Replication
9 1 (0.62%) Social Media
Operating Systems
1 12 (7.45%) Linux
2 2 (1.24%) Android
2 2 (1.24%) Apple iOS
3 1 (0.62%) Unix
3 1 (0.62%) Windows
Processes & Methodologies
1 97 (60.25%) Agile Software Development
2 40 (24.84%) Business Intelligence
3 36 (22.36%) Analytics
3 36 (22.36%) Project Management
4 33 (20.50%) DevOps
4 33 (20.50%) Scrum
5 28 (17.39%) Mathematics
6 23 (14.29%) Visualisation
7 21 (13.04%) Physics
8 20 (12.42%) Data Visualisation
9 19 (11.80%) Machine Learning
10 18 (11.18%) Predictive Analytics
10 18 (11.18%) Technical Architecture
11 15 (9.32%) Data Strategy
11 15 (9.32%) Open Source
12 14 (8.70%) Migration
12 14 (8.70%) Stakeholder Management
12 14 (8.70%) TDD
12 14 (8.70%) Web Development
13 13 (8.07%) MVC
Programming Languages
1 67 (41.61%) SQL
2 62 (38.51%) C#
3 60 (37.27%) Java
4 55 (34.16%) Python
5 29 (18.01%) R
6 21 (13.04%) C++
7 19 (11.80%) C
7 19 (11.80%) MATLAB
8 16 (9.94%) Scala
9 15 (9.32%) JavaScript
10 13 (8.07%) T-SQL
11 8 (4.97%) Perl
12 4 (2.48%) VBA
13 2 (1.24%) Go
13 2 (1.24%) Ruby
14 1 (0.62%) Data Analysis Expressions (DAX)
14 1 (0.62%) PL/SQL
14 1 (0.62%) PowerShell
14 1 (0.62%) Shell Script
Qualifications
1 41 (25.47%) Degree
2 19 (11.80%) Numerate Degree
3 14 (8.70%) Computer Science Degree
4 4 (2.48%) Master's Degree
5 2 (1.24%) Security Cleared
6 1 (0.62%) CISSP
6 1 (0.62%) IISP
6 1 (0.62%) ISEB
6 1 (0.62%) PhD
Quality Assurance & Compliance
1 6 (3.73%) GCP
2 3 (1.86%) Data Quality
2 3 (1.86%) QA
3 1 (0.62%) GDPR
Systems Management
1 5 (3.11%) Ansible
1 5 (3.11%) Kibana
1 5 (3.11%) logstash
1 5 (3.11%) Opscode Chef
1 5 (3.11%) Puppet
1 5 (3.11%) Salt
Vendors
1 48 (29.81%) Microsoft
2 10 (6.21%) Oracle
3 9 (5.59%) SAP
4 7 (4.35%) Tableau
5 5 (3.11%) Attivio
6 1 (0.62%) Cadence
6 1 (0.62%) Hortonworks
6 1 (0.62%) HP
6 1 (0.62%) MuleSoft
6 1 (0.62%) Splunk
6 1 (0.62%) Talend
6 1 (0.62%) Workday
Nottingham, Nottinghamshire
Novate IT Ltd
Salary: £45000 - £60000 per annum + Benefits
Posted: Yesterday