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

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 79 101 76
Rank change year-on-year
+22 -25
Permanent jobs citing Big Data 40 32 50
As % of all permanent IT jobs located in Bristol 2.50% 1.65% 2.55%
As % of the Database & Business Intelligence category 8.70% 5.26% 7.92%
Number of salaries quoted 40 22 39
Median salary £48,750 £50,000 £45,000
Median salary % change year-on-year
-2.50% +11.11%
90% offered a salary of more than £32,500 £45,250 £32,500
10% offered a salary of more than £75,000 £90,000 £56,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
South West

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 Bristol region.

Database & Business Intelligence Category
Bristol
Permanent IT job ads with a match in the
Database & Business Intelligence category
460 608 631
As % of all permanent IT jobs located in Bristol 28.79% 31.42% 32.21%
Number of salaries quoted 400 553 500
Median salary £41,000 £40,000 £40,000
Median salary % change year-on-year
+2.50% -
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £62,500 £52,500 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Big Data
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol 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 Bristol

Big Data
Salary Trend in Bristol

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

Big Data Salary Trend in Bristol

Big Data
Salary Histogram in Bristol

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

Big Data Salary Histogram in Bristol

Big Data
Top 30 Related IT Skills in Bristol

For the 6 months to 27 June 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 Bristol region with a requirement for Big Data.

1 37 (48.68%) Telecoms
2 34 (44.74%) Digital Media
3 32 (42.11%) Java
4 29 (38.16%) Degree
5 27 (35.53%) Software Engineering
6 24 (31.58%) Computer Science
6 24 (31.58%) Agile Software Development
7 22 (28.95%) Linux
8 20 (26.32%) Hadoop
8 20 (26.32%) AngularJS
8 20 (26.32%) Apache Spark
9 17 (22.37%) Apache Solr
10 16 (21.05%) Relational Database
10 16 (21.05%) Analytics
10 16 (21.05%) Elasticsearch
10 16 (21.05%) Python
10 16 (21.05%) Apache
10 16 (21.05%) JavaScript
10 16 (21.05%) C++
11 15 (19.74%) MySQL
11 15 (19.74%) SQL
11 15 (19.74%) Lucene
12 14 (18.42%) React
13 12 (15.79%) Hibernate
13 12 (15.79%) Mathematics
13 12 (15.79%) Spring
13 12 (15.79%) Maven
13 12 (15.79%) HTML
13 12 (15.79%) TCP/IP
13 12 (15.79%) HTML5

Big Data
Top Related IT Skills in Bristol 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 20 (26.32%) Apache Spark
2 17 (22.37%) Apache Solr
3 16 (21.05%) Apache
3 16 (21.05%) Elasticsearch
4 10 (13.16%) OpenStack
5 9 (11.84%) Tomcat
6 7 (9.21%) JBoss
6 7 (9.21%) Jetty
6 7 (9.21%) WebLogic
6 7 (9.21%) WebSphere
7 2 (2.63%) Apache Pig
7 2 (2.63%) CMS
7 2 (2.63%) WebSphere Application Server
8 1 (1.32%) SAS
Applications
1 2 (2.63%) MS Excel
1 2 (2.63%) MS Office
2 1 (1.32%) MS PowerPoint
Business Applications
1 2 (2.63%) SAP Oil and Gas
2 1 (1.32%) Magento
Cloud Services
1 9 (11.84%) Amazon AWS
2 8 (10.53%) SaaS
3 3 (3.95%) Microsoft Azure
Communications & Networking
1 12 (15.79%) TCP/IP
Database & Business Intelligence
1 20 (26.32%) Hadoop
2 16 (21.05%) Relational Database
3 15 (19.74%) MySQL
4 11 (14.47%) SQL Server
5 10 (13.16%) NoSQL
6 7 (9.21%) MongoDB
6 7 (9.21%) PostgreSQL
7 4 (5.26%) Apache Cassandra
8 3 (3.95%) Couchbase
8 3 (3.95%) Neo4j
8 3 (3.95%) Redis
8 3 (3.95%) Riak
9 2 (2.63%) Amazon DynamoDB
9 2 (2.63%) Apache Hive
9 2 (2.63%) Mahout
9 2 (2.63%) OLAP
9 2 (2.63%) OLAP Cube
9 2 (2.63%) SQL Server Analysis Services
9 2 (2.63%) SQL Server Integration Services
10 1 (1.32%) Data Mining
Development Applications
1 12 (15.79%) Maven
2 5 (6.58%) Eclipse
3 3 (3.95%) Git (software)
4 2 (2.63%) Bower
5 1 (1.32%) Grunt
5 1 (1.32%) gulp
5 1 (1.32%) JMeter
5 1 (1.32%) NuGet
5 1 (1.32%) Protractor
5 1 (1.32%) Selenium
5 1 (1.32%) Team Foundation Server
5 1 (1.32%) TestComplete
5 1 (1.32%) Visual Studio
General
1 37 (48.68%) Telecoms
2 8 (10.53%) Finance
3 7 (9.21%) Retail
4 5 (6.58%) Banking
5 4 (5.26%) Advertising
6 2 (2.63%) Electronics
6 2 (2.63%) Manufacturing
6 2 (2.63%) Marketing
Job Titles
1 33 (43.42%) Developer
2 20 (26.32%) Software Engineer
3 13 (17.11%) Java Engineer
3 13 (17.11%) Java Software Engineer
4 10 (13.16%) Java Developer
5 8 (10.53%) Senior Developer
6 7 (9.21%) C++ Software Engineer
6 7 (9.21%) Linux Engineer
6 7 (9.21%) UI Developer
7 6 (7.89%) Data Scientist
7 6 (7.89%) Software Developer
8 5 (6.58%) Consultant
9 4 (5.26%) Architect
9 4 (5.26%) Product Consultant
9 4 (5.26%) Product Manager
10 3 (3.95%) C++ Developer
10 3 (3.95%) Database Developer
10 3 (3.95%) Solutions Architect
11 2 (2.63%) Analyst
11 2 (2.63%) Junior
Libraries, Frameworks & Software Standards
1 20 (26.32%) AngularJS
2 15 (19.74%) Lucene
3 14 (18.42%) React
4 12 (15.79%) Hibernate
4 12 (15.79%) HTML
4 12 (15.79%) HTML5
4 12 (15.79%) Spring
5 7 (9.21%) CSS
6 6 (7.89%) Backbone.js
6 6 (7.89%) CSS3
7 5 (6.58%) Node.js
8 4 (5.26%) D3.js
9 3 (3.95%) .NET
9 3 (3.95%) ASP.NET
9 3 (3.95%) ELK Stack
9 3 (3.95%) LAMP
10 2 (2.63%) .NET Framework
10 2 (2.63%) KnockoutJS
10 2 (2.63%) MDX
10 2 (2.63%) Middleware
Miscellaneous
1 34 (44.74%) Digital Media
2 24 (31.58%) Computer Science
3 12 (15.79%) Mathematics
4 11 (14.47%) Visualisation
5 8 (10.53%) Physics
6 6 (7.89%) Analytical Skills
6 6 (7.89%) Animation
7 4 (5.26%) Algorithms
7 4 (5.26%) Foreign Exchange (FX)
8 3 (3.95%) Statistics
9 2 (2.63%) Enterprise Software
9 2 (2.63%) Virtual Team
10 1 (1.32%) Artificial Intelligence
10 1 (1.32%) Fintech
10 1 (1.32%) Neural Network
10 1 (1.32%) User Experience
Operating Systems
1 22 (28.95%) Linux
2 8 (10.53%) Unix
3 5 (6.58%) Android
3 5 (6.58%) Apple iOS
3 5 (6.58%) Windows
4 2 (2.63%) Windows Server
Processes & Methodologies
1 27 (35.53%) Software Engineering
2 24 (31.58%) Agile Software Development
3 16 (21.05%) Analytics
4 10 (13.16%) Business Intelligence
4 10 (13.16%) Data Analysis
4 10 (13.16%) OO
5 9 (11.84%) TDD
6 8 (10.53%) Project Management
6 8 (10.53%) UML
7 6 (7.89%) B2B
7 6 (7.89%) Data Analytics
7 6 (7.89%) Mobile Development
7 6 (7.89%) Programme Management
8 5 (6.58%) Data Visualisation
8 5 (6.58%) Machine Learning
8 5 (6.58%) Requirements Engineering
8 5 (6.58%) Scrum
8 5 (6.58%) Software Delivery
8 5 (6.58%) Validation
9 4 (5.26%) Web Development
Programming Languages
1 32 (42.11%) Java
2 16 (21.05%) C++
2 16 (21.05%) JavaScript
2 16 (21.05%) Python
3 15 (19.74%) SQL
4 10 (13.16%) C#
5 7 (9.21%) Bash Shell
5 7 (9.21%) Go
5 7 (9.21%) Perl
6 6 (7.89%) C
6 6 (7.89%) R
7 3 (3.95%) Scala
8 2 (2.63%) MATLAB
8 2 (2.63%) PHP
8 2 (2.63%) Ruby
8 2 (2.63%) T-SQL
9 1 (1.32%) F#
9 1 (1.32%) Shell Script
9 1 (1.32%) TypeScript
Qualifications
1 29 (38.16%) Degree
2 6 (7.89%) Security Cleared
3 4 (5.26%) PhD
4 1 (1.32%) DV Cleared
Systems Management
1 6 (7.89%) Ansible
1 6 (7.89%) Opscode Chef
1 6 (7.89%) Puppet
2 3 (3.95%) Kibana
2 3 (3.95%) logstash
2 3 (3.95%) Salt
3 1 (1.32%) Nagios
Vendors
1 11 (14.47%) Oracle
2 4 (5.26%) Microsoft
3 2 (2.63%) SAP
4 1 (1.32%) Rackspace
4 1 (1.32%) Xamarin
Bristol, Avon
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 9 hours ago
Bristol, Avon
Polecat
Posted: 2 days ago
Bristol, Avon
Polecat
Posted: 2 days ago
Bristol, Avon
Cognizant
Posted: 5 days ago
Bristol
OCC Computer Personnel
Salary: £55k - 80k per year + Excellent Benefits
Posted: 12 days ago
Bristol, Bristol, United Kingdom
XIST4 Recruitment
Salary: £30-60,000 + Bens
Posted: 26 days ago