The table below looks at the statistics for Big Data skills in IT jobs advertised for the Nottingham region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 57 77 82
Rank change year-on-year
+20 +5
Permanent jobs citing Big Data 29 23 8
As % of all permanent IT jobs located in Nottingham 3.22% 1.97% 0.84%
As % of the Database & Business Intelligence category 9.76% 6.42% 2.68%
Number of salaries quoted 25 9 7
Median salary £62,500 £70,000 £37,500
Median salary % change year-on-year
-10.71% +86.66%
90% offered a salary of more than £45,500 £63,000 £36,500
10% offered a salary of more than £77,500 £92,000 £45,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Nottinghamshire

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 Nottingham region.

Database & Business Intelligence Category
Nottingham
Permanent IT job ads with a match in the
Database & Business Intelligence category
297 358 299
As % of all permanent IT jobs located in Nottingham 32.96% 30.60% 31.44%
Number of salaries quoted 243 273 247
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £35,000 £26,000 £29,850
10% offered a salary of more than £57,500 £50,000 £50,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Big Data
Jobs Demand Trend in Nottingham

The demand trend of job ads across the Nottingham 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 Nottingham

Big Data
Salary Trend in Nottingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Nottingham region.

Big Data Salary Trend in Nottingham

Big Data
Salary Histogram in Nottingham

This chart provides a salary histogram for IT jobs citing Big Data across the Nottingham region over the 3 months to 27 July 2016.

Big Data Salary Histogram in Nottingham

Big Data
Top 30 Related IT Skills in Nottingham

For the 6 months to 27 July 2016, 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 Nottingham region with a requirement for Big Data.

1 25 (67.57%) Agile Software Development
2 14 (37.84%) Finance
3 13 (35.14%) C#
3 13 (35.14%) Analytics
4 11 (29.73%) Git (software)
4 11 (29.73%) MongoDB
4 11 (29.73%) Java
5 10 (27.03%) .NET
5 10 (27.03%) Analytical Skills
6 9 (24.32%) Mobile App
6 9 (24.32%) Retail
7 8 (21.62%) Continuous Integration
7 8 (21.62%) DevOps
8 7 (18.92%) Octopus Deploy
8 7 (18.92%) NServiceBus
8 7 (18.92%) Bitbucket
8 7 (18.92%) ASP.NET MVC
8 7 (18.92%) Continuous Delivery
8 7 (18.92%) MVC
8 7 (18.92%) ASP.NET
8 7 (18.92%) SQL
8 7 (18.92%) Technical Architecture
8 7 (18.92%) Scrum
9 6 (16.22%) Software Engineering
9 6 (16.22%) Degree
9 6 (16.22%) Hadoop
10 5 (13.51%) Product Management
10 5 (13.51%) SaaS
10 5 (13.51%) BDD
10 5 (13.51%) Business Analytics

Big Data
Top Related IT Skills in Nottingham 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 7 (18.92%) NServiceBus
2 2 (5.41%) SAS
3 1 (2.70%) Apache Pig
Business Applications
1 3 (8.11%) Oracle Applications
2 2 (5.41%) Cognos Business Intelligence
Cloud Services
1 5 (13.51%) SaaS
Communications & Networking
1 2 (5.41%) Network Security
Database & Business Intelligence
1 11 (29.73%) MongoDB
2 6 (16.22%) Hadoop
3 4 (10.81%) HBase
3 4 (10.81%) MySQL
3 4 (10.81%) Oracle Database
3 4 (10.81%) PostgreSQL
4 3 (8.11%) Data Mining
4 3 (8.11%) MariaDB
4 3 (8.11%) Oracle Database 10g
4 3 (8.11%) Oracle Database 11g
4 3 (8.11%) Oracle Database 12c
4 3 (8.11%) RDBMS
4 3 (8.11%) Relational Database
4 3 (8.11%) SQL Server
5 2 (5.41%) Data Warehouse
5 2 (5.41%) Oracle BI EE
6 1 (2.70%) Apache Cassandra
6 1 (2.70%) QlikView
6 1 (2.70%) SQL Server Analysis Services
6 1 (2.70%) SQL Server Integration Services
Development Applications
1 11 (29.73%) Git (software)
2 7 (18.92%) Bitbucket
2 7 (18.92%) Octopus Deploy
3 4 (10.81%) Jenkins
3 4 (10.81%) Maven
General
1 14 (37.84%) Finance
2 9 (24.32%) Retail
3 2 (5.41%) Banking
3 2 (5.41%) Telecoms
4 1 (2.70%) Back Office
4 1 (2.70%) Brand Awareness
4 1 (2.70%) Games
4 1 (2.70%) Marketing
4 1 (2.70%) Pharmaceutical
Job Titles
1 8 (21.62%) Architect
2 6 (16.22%) Solutions Architect
3 5 (13.51%) Head of Development
3 5 (13.51%) Head of Software Development
3 5 (13.51%) Software Architect
4 4 (10.81%) DBA
4 4 (10.81%) Developer
4 4 (10.81%) Lead Software Engineer
4 4 (10.81%) Software Engineer
5 3 (8.11%) Hadoop Engineer
5 3 (8.11%) Java Engineer
5 3 (8.11%) Java Software Engineer
5 3 (8.11%) Oracle DBA
5 3 (8.11%) Principal Architect
5 3 (8.11%) Principal Solutions Architect
5 3 (8.11%) SaaS Architect
6 2 (5.41%) .NET Developer
6 2 (5.41%) Lead Software Architect
6 2 (5.41%) Lead Solutions Architect
6 2 (5.41%) SQL DBA
Libraries, Frameworks & Software Standards
1 10 (27.03%) .NET
2 7 (18.92%) ASP.NET
2 7 (18.92%) ASP.NET MVC
3 4 (10.81%) Java SE
3 4 (10.81%) Web Services
4 3 (8.11%) AngularJS
4 3 (8.11%) FIX Protocol
4 3 (8.11%) HTML
4 3 (8.11%) HTML5
5 1 (2.70%) Kafka
Miscellaneous
1 10 (27.03%) Analytical Skills
2 9 (24.32%) Mobile App
3 5 (13.51%) Computer Science
3 5 (13.51%) User Experience
4 3 (8.11%) Clustering
4 3 (8.11%) N-Tier
4 3 (8.11%) Replication
5 2 (5.41%) Digital Media
5 2 (5.41%) Enterprise Software
5 2 (5.41%) Statistics
6 1 (2.70%) Algorithms
6 1 (2.70%) Blog
6 1 (2.70%) Data Integration
6 1 (2.70%) Fintech
6 1 (2.70%) Mathematics
6 1 (2.70%) Performance Metrics
Operating Systems
1 3 (8.11%) Linux
1 3 (8.11%) Unix
Processes & Methodologies
1 25 (67.57%) Agile Software Development
2 13 (35.14%) Analytics
3 8 (21.62%) Continuous Integration
3 8 (21.62%) DevOps
4 7 (18.92%) Continuous Delivery
4 7 (18.92%) MVC
4 7 (18.92%) Scrum
4 7 (18.92%) Technical Architecture
5 6 (16.22%) Software Engineering
6 5 (13.51%) BDD
6 5 (13.51%) Business Analytics
6 5 (13.51%) Enterprise Architecture
6 5 (13.51%) Product Management
6 5 (13.51%) TDD
6 5 (13.51%) TOGAF
6 5 (13.51%) Zachman Framework
7 4 (10.81%) CRM
7 4 (10.81%) Data Analytics
7 4 (10.81%) Mentoring
7 4 (10.81%) Unit Testing
Programming Languages
1 13 (35.14%) C#
2 11 (29.73%) Java
3 7 (18.92%) SQL
4 4 (10.81%) Python
5 3 (8.11%) C
5 3 (8.11%) C++
5 3 (8.11%) MATLAB
5 3 (8.11%) PHP
5 3 (8.11%) PL/SQL
5 3 (8.11%) R
5 3 (8.11%) Shell Script
5 3 (8.11%) T-SQL
6 2 (5.41%) Go
6 2 (5.41%) JavaScript
7 1 (2.70%) Ruby
Qualifications
1 6 (16.22%) Degree
2 1 (2.70%) CEH
2 1 (2.70%) CISA
2 1 (2.70%) CISM
2 1 (2.70%) CISSP
2 1 (2.70%) CompTIA Security+
2 1 (2.70%) CSSLP
2 1 (2.70%) GIAC
2 1 (2.70%) PRINCE2 Certification
2 1 (2.70%) SANS
2 1 (2.70%) Security+ Certification
2 1 (2.70%) SSCP
System Software
1 3 (8.11%) Oracle RAC
2 1 (2.70%) Docker
Systems Management
1 3 (8.11%) Data Guard
1 3 (8.11%) Oracle RMAN
2 1 (2.70%) Ansible
2 1 (2.70%) Opscode Chef
2 1 (2.70%) Puppet
Vendors
1 5 (13.51%) Oracle
2 2 (5.41%) Cognizant
2 2 (5.41%) Cognos
3 1 (2.70%) Reuters
3 1 (2.70%) SIMUL8
3 1 (2.70%) Tableau
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