The table below looks at the statistics for Big Data skills in IT jobs advertised for the East Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Big Data
England / East Midlands
Rank 71 141 105
Rank change year-on-year
+70 -36
Permanent jobs citing Big Data 95 28 66
As % of all permanent IT jobs located in the East Midlands 3.29% 0.88% 2.07%
As % of the Database & Business Intelligence category 10.56% 2.66% 5.86%
Number of salaries quoted 86 21 38
Median salary £60,000 £50,000 £45,000
Median salary % change year-on-year
+20.00% +11.11%
90% offered a salary of more than £42,500 £30,000 £26,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the East Midlands region.

Database & Business Intelligence Category
East Midlands
Permanent IT job ads with a match in the
Database & Business Intelligence category
900 1053 1126
As % of all permanent IT jobs located in the East Midlands 31.14% 33.06% 35.32%
Number of salaries quoted 739 829 960
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £52,500 £50,000 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in the East Midlands

The demand trend of job ads across the East Midlands region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend 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 across the East Midlands region.

Big Data Salary Trend in the East Midlands

Big Data
Salary Histogram in the East Midlands

This chart provides a salary histogram for IT jobs citing Big Data across the East Midlands region over the 3 months to 24 February 2017.

Big Data Salary Histogram 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 24 February 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 +40 59 £65,000 -3.70% 1
Northamptonshire +34 19 £50,000 +25.00% 4
Derbyshire +21 11 £42,500 -
Big Data
England

Big Data
Top 30 Related IT Skills in the East Midlands

For the 6 months to 24 February 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.

1 150 (74.26%) Agile Software Development
2 94 (46.53%) Java
3 85 (42.08%) .NET
4 84 (41.58%) Finance
5 81 (40.10%) C#
6 80 (39.60%) Python
7 73 (36.14%) Banking
8 61 (30.20%) Telecoms
9 56 (27.72%) Project Management
10 53 (26.24%) Retail
11 52 (25.74%) SQL
12 37 (18.32%) DevOps
13 36 (17.82%) Apache Spark
14 35 (17.33%) AngularJS
15 31 (15.35%) Technical Architecture
15 31 (15.35%) Amazon AWS
16 30 (14.85%) Degree
16 30 (14.85%) Analytics
17 29 (14.36%) Scrum
18 27 (13.37%) Computer Science
19 26 (12.87%) Business Intelligence
20 25 (12.38%) Data Warehouse
20 25 (12.38%) SQL Server
20 25 (12.38%) HTML
20 25 (12.38%) CSS
21 24 (11.88%) JavaScript
21 24 (11.88%) Microsoft
21 24 (11.88%) SaaS
21 24 (11.88%) Enterprise Software
22 23 (11.39%) Stakeholder Management

Big Data
Top Related 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 36 (17.82%) Apache Spark
2 18 (8.91%) Apache
3 13 (6.44%) Jetty
3 13 (6.44%) Tomcat
4 8 (3.96%) JBoss
4 8 (3.96%) WebLogic
4 8 (3.96%) WebSphere
5 5 (2.48%) NServiceBus
6 4 (1.98%) Apache Solr
6 4 (1.98%) Elasticsearch
6 4 (1.98%) OpenStack
Applications
1 1 (0.50%) MS Excel
Business Applications
1 2 (0.99%) WebTrends
2 1 (0.50%) SAP Oil and Gas
Cloud Services
1 31 (15.35%) Amazon AWS
2 24 (11.88%) SaaS
3 20 (9.90%) Microsoft Azure
4 10 (4.95%) GitHub
5 5 (2.48%) Google Cloud Platform
6 2 (0.99%) Adobe Analytics
6 2 (0.99%) Google Analytics
7 1 (0.50%) PaaS
Communications & Networking
1 2 (0.99%) RTP
1 2 (0.99%) Wireshark
2 1 (0.50%) Intranet
Database & Business Intelligence
1 25 (12.38%) Data Warehouse
1 25 (12.38%) SQL Server
2 22 (10.89%) NoSQL
3 18 (8.91%) MongoDB
4 13 (6.44%) SQL Server Reporting Services
5 12 (5.94%) Hadoop
5 12 (5.94%) Power BI
6 11 (5.45%) SQL Server Integration Services
7 9 (4.46%) MySQL
7 9 (4.46%) Redis
8 8 (3.96%) PostgreSQL
9 6 (2.97%) SQL Server Analysis Services
10 4 (1.98%) Apache Cassandra
10 4 (1.98%) Couchbase
10 4 (1.98%) Riak
10 4 (1.98%) SQL Server 2016
11 3 (1.49%) OLAP
11 3 (1.49%) OLAP Cube
11 3 (1.49%) Relational Database
11 3 (1.49%) SAP HANA
Development Applications
1 5 (2.48%) Bitbucket
1 5 (2.48%) Git (software)
1 5 (2.48%) Octopus Deploy
2 3 (1.49%) Selenium
2 3 (1.49%) SpecFlow
3 1 (0.50%) Hudson
3 1 (0.50%) Jenkins
General
1 84 (41.58%) Finance
2 73 (36.14%) Banking
3 61 (30.20%) Telecoms
4 53 (26.24%) Retail
5 9 (4.46%) Legal
6 5 (2.48%) Marketing
7 1 (0.50%) Advertising
7 1 (0.50%) Brand Awareness
7 1 (0.50%) Electronics
7 1 (0.50%) Games
7 1 (0.50%) Manufacturing
Job Titles
1 62 (30.69%) Developer
2 43 (21.29%) C# Developer
3 40 (19.80%) Architect
4 32 (15.84%) .NET Developer
5 29 (14.36%) C# .NET Developer
6 24 (11.88%) Agile Project Manager
6 24 (11.88%) Project Manager
7 20 (9.90%) Technical Architect
8 17 (8.42%) Solutions Architect
9 15 (7.43%) Agile Development Manager
9 15 (7.43%) Data Scientist
9 15 (7.43%) Development Manager
10 13 (6.44%) Enterprise Infrastructure Architect
10 13 (6.44%) Enterprise Solutions Architect
10 13 (6.44%) Infrastructure Architect
10 13 (6.44%) Infrastructure Solutions Architect
10 13 (6.44%) Java Architect
10 13 (6.44%) Java Technical Architect
11 12 (5.94%) Java Developer
11 12 (5.94%) Test Engineer
Libraries, Frameworks & Software Standards
1 85 (42.08%) .NET
2 35 (17.33%) AngularJS
3 25 (12.38%) CSS
3 25 (12.38%) HTML
4 18 (8.91%) React
5 17 (8.42%) Ember.js
6 14 (6.93%) Node.js
7 9 (4.46%) ASP.NET
8 8 (3.96%) ASP.NET MVC
9 5 (2.48%) Web Services
9 5 (2.48%) XML
10 4 (1.98%) Elastic Stack
10 4 (1.98%) Lucene
10 4 (1.98%) Middleware
10 4 (1.98%) Twitter Bootstrap
11 3 (1.49%) D3.js
11 3 (1.49%) REST
12 2 (0.99%) Entity Framework
12 2 (0.99%) LINQ
12 2 (0.99%) Silverlight
Miscellaneous
1 27 (13.37%) Computer Science
2 24 (11.88%) Enterprise Software
3 16 (7.92%) User Experience
4 15 (7.43%) Algorithms
5 6 (2.97%) Analytical Skills
5 6 (2.97%) Mobile App
6 4 (1.98%) Foreign Exchange (FX)
7 1 (0.50%) Mobile Payment
Operating Systems
1 9 (4.46%) Android
1 9 (4.46%) Apple iOS
2 8 (3.96%) Linux
3 1 (0.50%) Windows
Processes & Methodologies
1 150 (74.26%) Agile Software Development
2 56 (27.72%) Project Management
3 37 (18.32%) DevOps
4 31 (15.35%) Technical Architecture
5 30 (14.85%) Analytics
6 29 (14.36%) Scrum
7 26 (12.87%) Business Intelligence
8 23 (11.39%) Stakeholder Management
9 22 (10.89%) Open Source
9 22 (10.89%) Visualisation
10 20 (9.90%) Data Visualisation
10 20 (9.90%) Migration
11 16 (7.92%) Machine Learning
11 16 (7.92%) RUP
11 16 (7.92%) Software Delivery
12 15 (7.43%) Automation Testing
12 15 (7.43%) Mathematics
12 15 (7.43%) Physics
12 15 (7.43%) Predictive Analytics
13 14 (6.93%) TDD
Programming Languages
1 94 (46.53%) Java
2 81 (40.10%) C#
3 80 (39.60%) Python
4 52 (25.74%) SQL
5 24 (11.88%) JavaScript
6 20 (9.90%) Perl
7 18 (8.91%) C++
7 18 (8.91%) R
8 16 (7.92%) C
9 15 (7.43%) MATLAB
10 13 (6.44%) Scala
11 11 (5.45%) T-SQL
12 8 (3.96%) Bash Shell
12 8 (3.96%) Go
13 1 (0.50%) PHP
13 1 (0.50%) PL/SQL
13 1 (0.50%) VB.NET
Qualifications
1 30 (14.85%) Degree
2 1 (0.50%) CISSP
Quality Assurance & Compliance
1 5 (2.48%) GCP
1 5 (2.48%) QA
2 2 (0.99%) Data Quality
Systems Management
1 4 (1.98%) Ansible
1 4 (1.98%) Kibana
1 4 (1.98%) logstash
1 4 (1.98%) Opscode Chef
1 4 (1.98%) Puppet
1 4 (1.98%) Salt
Vendors
1 24 (11.88%) Microsoft
2 15 (7.43%) Oracle
3 6 (2.97%) SAP
4 2 (0.99%) Adobe
4 2 (0.99%) Attivio
4 2 (0.99%) Google
5 1 (0.50%) Cognizant
5 1 (0.50%) Zend
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