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 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Big Data
Rank 87 110 74
Rank change year-on-year
+23 -36
Permanent jobs citing Big Data 38 20 54
As % of all permanent IT jobs located in Bristol 2.21% 1.03% 2.72%
As % of the Database & Business Intelligence category 7.65% 3.53% 8.79%
Number of salaries quoted 38 16 39
Median salary £44,000 £56,250 £45,000
Median salary % change year-on-year
-21.77% +25.00%
90% offered a salary of more than £32,500 £48,750 £32,500
10% offered a salary of more than £70,000 £90,000 £51,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
497 566 614
As % of all permanent IT jobs located in Bristol 28.93% 29.06% 30.93%
Number of salaries quoted 436 520 513
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £29,300 £27,500 £28,500
10% offered a salary of more than £55,000 £52,500 £55,000
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 28 May 2016.

Big Data Salary Histogram in Bristol

Big Data
Top 30 Related IT Skills in Bristol

For the 6 months to 28 May 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 47 (49.47%) Software Engineering
2 46 (48.42%) Telecoms
3 40 (42.11%) Degree
3 40 (42.11%) Java
3 40 (42.11%) Digital Media
4 38 (40.00%) Linux
5 30 (31.58%) Computer Science
6 27 (28.42%) Agile Software Development
7 25 (26.32%) Hadoop
8 24 (25.26%) Apache Spark
8 24 (25.26%) C++
9 23 (24.21%) Relational Database
9 23 (24.21%) Apache Solr
10 22 (23.16%) Apache
11 21 (22.11%) Elasticsearch
12 19 (20.00%) Lucene
13 18 (18.95%) UML
13 18 (18.95%) JavaScript
13 18 (18.95%) AngularJS
14 17 (17.89%) Maven
15 16 (16.84%) Spring
15 16 (16.84%) Hibernate
15 16 (16.84%) SQL
15 16 (16.84%) Mathematics
16 15 (15.79%) Data Analysis
17 14 (14.74%) MySQL
17 14 (14.74%) OpenStack
18 13 (13.68%) Analytics
18 13 (13.68%) Open Source
18 13 (13.68%) Unix

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 24 (25.26%) Apache Spark
2 23 (24.21%) Apache Solr
3 22 (23.16%) Apache
4 21 (22.11%) Elasticsearch
5 14 (14.74%) OpenStack
6 4 (4.21%) JBoss
6 4 (4.21%) Jetty
6 4 (4.21%) Tomcat
6 4 (4.21%) WebLogic
6 4 (4.21%) WebSphere
7 2 (2.11%) CMS
7 2 (2.11%) Node.js
8 1 (1.05%) Apache Pig
8 1 (1.05%) SAS
8 1 (1.05%) WebSphere Application Server
Applications
1 3 (3.16%) MS Excel
2 2 (2.11%) MS Office
3 1 (1.05%) MS PowerPoint
Business Applications
1 5 (5.26%) SAP Oil and Gas
2 1 (1.05%) Magento
Cloud Services
1 12 (12.63%) Amazon AWS
2 4 (4.21%) Microsoft Azure
2 4 (4.21%) SaaS
Communications & Networking
1 13 (13.68%) TCP/IP
2 10 (10.53%) SSL
3 5 (5.26%) Internet
Database & Business Intelligence
1 25 (26.32%) Hadoop
2 23 (24.21%) Relational Database
3 14 (14.74%) MySQL
4 10 (10.53%) MongoDB
5 9 (9.47%) NoSQL
5 9 (9.47%) SQL Server
6 7 (7.37%) Apache Cassandra
7 4 (4.21%) Couchbase
7 4 (4.21%) Data Warehouse
7 4 (4.21%) PostgreSQL
7 4 (4.21%) Redis
7 4 (4.21%) Riak
8 3 (3.16%) MariaDB
8 3 (3.16%) Neo4j
8 3 (3.16%) OLAP
8 3 (3.16%) OLAP Cube
8 3 (3.16%) SQL Server Analysis Services
8 3 (3.16%) SQL Server Integration Services
9 2 (2.11%) Amazon DynamoDB
10 1 (1.05%) Mahout
Development Applications
1 17 (17.89%) Maven
2 9 (9.47%) Eclipse
3 3 (3.16%) Git (software)
4 2 (2.11%) Bower
4 2 (2.11%) JMeter
4 2 (2.11%) Selenium
4 2 (2.11%) TestComplete
5 1 (1.05%) Ant
5 1 (1.05%) Grunt
5 1 (1.05%) gulp
5 1 (1.05%) NuGet
5 1 (1.05%) Protractor
5 1 (1.05%) Team Foundation Server
5 1 (1.05%) Visual Studio
General
1 46 (48.42%) Telecoms
2 8 (8.42%) Banking
3 6 (6.32%) Finance
4 5 (5.26%) Advertising
4 5 (5.26%) Electronics
4 5 (5.26%) Manufacturing
4 5 (5.26%) Marketing
5 4 (4.21%) Retail
Job Titles
1 35 (36.84%) Developer
2 33 (34.74%) Software Engineer
3 22 (23.16%) Java Engineer
3 22 (23.16%) Java Software Engineer
4 10 (10.53%) C++ Software Engineer
4 10 (10.53%) Linux Engineer
5 9 (9.47%) Java Developer
6 7 (7.37%) Data Scientist
6 7 (7.37%) Senior Developer
6 7 (7.37%) UI Developer
7 5 (5.26%) Database Developer
7 5 (5.26%) Systems Engineer
8 3 (3.16%) Architect
8 3 (3.16%) Big Data Engineer
8 3 (3.16%) C# Developer
8 3 (3.16%) C++ Developer
8 3 (3.16%) NoSQL Developer
8 3 (3.16%) Solutions Architect
9 2 (2.11%) Angular Developer
9 2 (2.11%) Presales Manager
Libraries, Frameworks & Software Standards
1 19 (20.00%) Lucene
2 18 (18.95%) AngularJS
3 16 (16.84%) Hibernate
3 16 (16.84%) Spring
4 12 (12.63%) HTML
4 12 (12.63%) HTML5
4 12 (12.63%) React
5 7 (7.37%) .NET
5 7 (7.37%) CSS
5 7 (7.37%) Middleware
6 6 (6.32%) Backbone.js
6 6 (6.32%) CSS3
7 5 (5.26%) ASP.NET
7 5 (5.26%) D3.js
7 5 (5.26%) Natural Language Processing
7 5 (5.26%) XML
8 4 (4.21%) ELK Stack
9 3 (3.16%) LAMP
9 3 (3.16%) RESTful
10 2 (2.11%) ASP.NET MVC
Miscellaneous
1 40 (42.11%) Digital Media
2 30 (31.58%) Computer Science
3 16 (16.84%) Mathematics
4 12 (12.63%) Physics
4 12 (12.63%) Visualisation
5 10 (10.53%) Analytical Skills
6 6 (6.32%) Animation
6 6 (6.32%) Enterprise Software
7 5 (5.26%) Algorithms
7 5 (5.26%) Client/Server
7 5 (5.26%) Internet of Things
8 4 (4.21%) Statistics
9 2 (2.11%) Fintech
10 1 (1.05%) Artificial Intelligence
10 1 (1.05%) Data Integration
10 1 (1.05%) Data Structures
10 1 (1.05%) Neural Network
10 1 (1.05%) Social Media
10 1 (1.05%) User Experience
Operating Systems
1 38 (40.00%) Linux
2 13 (13.68%) Unix
3 10 (10.53%) Windows
4 3 (3.16%) Android
4 3 (3.16%) Apple iOS
5 2 (2.11%) Windows Server
Processes & Methodologies
1 47 (49.47%) Software Engineering
2 27 (28.42%) Agile Software Development
3 18 (18.95%) UML
4 15 (15.79%) Data Analysis
5 13 (13.68%) Analytics
5 13 (13.68%) Open Source
6 12 (12.63%) Project Management
7 10 (10.53%) Business Intelligence
7 10 (10.53%) Presales
8 9 (9.47%) DSDM
8 9 (9.47%) OO
8 9 (9.47%) Requirements Engineering
8 9 (9.47%) Validation
9 8 (8.42%) SDLC
9 8 (8.42%) Web Development
10 7 (7.37%) Mentoring
10 7 (7.37%) TDD
11 6 (6.32%) Data Analytics
11 6 (6.32%) Software Delivery
11 6 (6.32%) Web Application Development
Programming Languages
1 40 (42.11%) Java
2 24 (25.26%) C++
3 18 (18.95%) JavaScript
4 16 (16.84%) SQL
5 13 (13.68%) Python
6 11 (11.58%) C
7 9 (9.47%) C#
8 7 (7.37%) R
9 4 (4.21%) Bash Shell
9 4 (4.21%) Go
9 4 (4.21%) Perl
9 4 (4.21%) Scala
10 3 (3.16%) T-SQL
11 2 (2.11%) F#
11 2 (2.11%) PHP
12 1 (1.05%) MATLAB
12 1 (1.05%) Shell Script
12 1 (1.05%) TypeScript
Qualifications
1 40 (42.11%) Degree
2 6 (6.32%) Security Cleared
3 4 (4.21%) PhD
4 2 (2.11%) DV Cleared
Quality Assurance & Compliance
1 5 (5.26%) QA
Systems Management
1 5 (5.26%) Ansible
1 5 (5.26%) Opscode Chef
1 5 (5.26%) Puppet
2 4 (4.21%) Kibana
2 4 (4.21%) logstash
2 4 (4.21%) Salt
Vendors
1 8 (8.42%) Oracle
2 7 (7.37%) Microsoft
3 5 (5.26%) SAP
4 2 (2.11%) Xamarin
5 1 (1.05%) Facebook
5 1 (1.05%) Twitter
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KDR
Salary: £60000 - £90000 per annum + greenfield environment!
Posted: 2 days ago
Bristol, Avon
Novate IT Ltd
Salary: £65000 - £85000 per annum + excellent benefits
Posted: Yesterday
Bristol, Avon
Heat Recruitment
Salary: From £60,000 to £85,000 per annum
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Redrock Consulting Ltd
Salary: £30000 - £45000 per annum
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Bristol, Avon
Merkle DBG
Salary: £Competitive + benefits
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Bristol, Avon
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Posted: 9 days ago
Bristol
People Source Consulting
Salary: £45000 - £50000 per annum + Benefits
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