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

3 months to
6 May 2016
Same period 2015 Same period 2014
Big Data
Rank 91 106 92
Rank change year-on-year
+15 -14
Permanent jobs citing Big Data 37 24 46
As % of all permanent IT jobs located in Bristol 2.04% 1.19% 2.28%
As % of the Database & Business Intelligence category 6.74% 4.10% 7.29%
Number of salaries quoted 35 19 32
Median salary £40,000 £51,500 £45,000
Median salary % change year-on-year
-22.33% +14.44%
90% offered a salary of more than £32,500 £50,000 £32,500
10% offered a salary of more than £50,000 £90,000 £63,750
UK excluding London median salary £50,000 £50,000 £50,000
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
549 585 631
As % of all permanent IT jobs located in Bristol 30.33% 29.06% 31.27%
Number of salaries quoted 473 519 539
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,000 £27,000 £30,000
10% offered a salary of more than £57,500 £52,500 £55,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 6 May 2016.

Big Data Salary Histogram in Bristol

Big Data
Top 30 Related IT Skills in Bristol

For the 6 months to 6 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 51 (50.00%) Software Engineering
2 50 (49.02%) Telecoms
3 45 (44.12%) Linux
4 44 (43.14%) Java
4 44 (43.14%) Digital Media
5 41 (40.20%) Degree
6 30 (29.41%) Agile Software Development
7 28 (27.45%) C++
7 28 (27.45%) Computer Science
8 25 (24.51%) Hadoop
9 24 (23.53%) Apache Solr
9 24 (23.53%) Relational Database
10 23 (22.55%) Apache Spark
11 22 (21.57%) Elasticsearch
12 21 (20.59%) Apache
13 20 (19.61%) UML
13 20 (19.61%) Lucene
14 19 (18.63%) SQL
15 17 (16.67%) MySQL
15 17 (16.67%) Unix
15 17 (16.67%) Maven
15 17 (16.67%) Mathematics
16 16 (15.69%) Open Source
16 16 (15.69%) NoSQL
16 16 (15.69%) OpenStack
16 16 (15.69%) JavaScript
16 16 (15.69%) Python
17 15 (14.71%) TCP/IP
17 15 (14.71%) Data Analysis
17 15 (14.71%) Spring

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 (23.53%) Apache Solr
2 23 (22.55%) Apache Spark
3 22 (21.57%) Elasticsearch
4 21 (20.59%) Apache
5 16 (15.69%) OpenStack
6 6 (5.88%) JBoss
6 6 (5.88%) Jetty
6 6 (5.88%) Tomcat
6 6 (5.88%) WebLogic
6 6 (5.88%) WebSphere
7 2 (1.96%) CMS
7 2 (1.96%) Node.js
8 1 (0.98%) SAS
Applications
1 3 (2.94%) MS Excel
2 2 (1.96%) MS Office
3 1 (0.98%) MS PowerPoint
Business Applications
1 5 (4.90%) SAP Oil and Gas
Cloud Services
1 15 (14.71%) Amazon AWS
2 6 (5.88%) Microsoft Azure
Communications & Networking
1 15 (14.71%) TCP/IP
2 10 (9.80%) SSL
3 7 (6.86%) Internet
Database & Business Intelligence
1 25 (24.51%) Hadoop
2 24 (23.53%) Relational Database
3 17 (16.67%) MySQL
4 16 (15.69%) NoSQL
5 13 (12.75%) MongoDB
6 11 (10.78%) Apache Cassandra
7 10 (9.80%) Data Warehouse
7 10 (9.80%) SQL Server
8 6 (5.88%) Couchbase
8 6 (5.88%) PostgreSQL
8 6 (5.88%) Redis
8 6 (5.88%) Riak
9 5 (4.90%) MariaDB
9 5 (4.90%) OLAP
9 5 (4.90%) OLAP Cube
9 5 (4.90%) SQL Server Analysis Services
9 5 (4.90%) SQL Server Integration Services
10 2 (1.96%) Amazon DynamoDB
10 2 (1.96%) Enterprise Data Warehouse
10 2 (1.96%) Pentaho
Development Applications
1 17 (16.67%) Maven
2 9 (8.82%) Eclipse
3 2 (1.96%) Ant
3 2 (1.96%) Git (software)
3 2 (1.96%) JMeter
3 2 (1.96%) Selenium
3 2 (1.96%) TestComplete
General
1 50 (49.02%) Telecoms
2 10 (9.80%) Banking
3 7 (6.86%) Finance
4 6 (5.88%) Advertising
4 6 (5.88%) Retail
5 5 (4.90%) Electronics
5 5 (4.90%) Manufacturing
5 5 (4.90%) Marketing
Job Titles
1 40 (39.22%) Developer
2 35 (34.31%) Software Engineer
3 24 (23.53%) Java Engineer
3 24 (23.53%) Java Software Engineer
4 10 (9.80%) C++ Software Engineer
4 10 (9.80%) Linux Engineer
5 9 (8.82%) Senior Developer
6 7 (6.86%) Database Developer
6 7 (6.86%) Java Developer
6 7 (6.86%) UI Developer
7 6 (5.88%) C++ Developer
7 6 (5.88%) Data Scientist
8 5 (4.90%) NoSQL Developer
8 5 (4.90%) Systems Engineer
9 3 (2.94%) .NET Developer
9 3 (2.94%) Business Intelligence Developer
9 3 (2.94%) C# Developer
9 3 (2.94%) Senior C++ Developer
10 2 (1.96%) Senior Database Developer
10 2 (1.96%) Senior ETL Developer
Libraries, Frameworks & Software Standards
1 20 (19.61%) Lucene
2 15 (14.71%) Hibernate
2 15 (14.71%) Spring
3 14 (13.73%) React
4 12 (11.76%) .NET
4 12 (11.76%) AngularJS
4 12 (11.76%) HTML
5 10 (9.80%) HTML5
6 7 (6.86%) ASP.NET
6 7 (6.86%) Middleware
7 6 (5.88%) Backbone.js
7 6 (5.88%) CSS
7 6 (5.88%) CSS3
7 6 (5.88%) ELK Stack
7 6 (5.88%) XML
8 4 (3.92%) Natural Language Processing
9 3 (2.94%) .NET Framework
9 3 (2.94%) D3.js
9 3 (2.94%) Flash
9 3 (2.94%) LAMP
Miscellaneous
1 44 (43.14%) Digital Media
2 28 (27.45%) Computer Science
3 17 (16.67%) Mathematics
4 14 (13.73%) Physics
5 11 (10.78%) Analytical Skills
6 10 (9.80%) Visualisation
7 6 (5.88%) Animation
8 5 (4.90%) Client/Server
8 5 (4.90%) Enterprise Software
8 5 (4.90%) Internet of Things
9 4 (3.92%) Algorithms
9 4 (3.92%) Statistics
10 2 (1.96%) Data Integration
10 2 (1.96%) Fintech
10 2 (1.96%) Social Media
11 1 (0.98%) Artificial Intelligence
11 1 (0.98%) Data Structures
11 1 (0.98%) Neural Network
11 1 (0.98%) User Experience
Operating Systems
1 45 (44.12%) Linux
2 17 (16.67%) Unix
3 11 (10.78%) Windows
4 6 (5.88%) Android
4 6 (5.88%) Apple iOS
5 2 (1.96%) Windows Server
Processes & Methodologies
1 51 (50.00%) Software Engineering
2 30 (29.41%) Agile Software Development
3 20 (19.61%) UML
4 16 (15.69%) Open Source
5 15 (14.71%) Data Analysis
6 12 (11.76%) OO
7 11 (10.78%) Business Intelligence
7 11 (10.78%) DSDM
8 10 (9.80%) Analytics
8 10 (9.80%) Project Management
8 10 (9.80%) TDD
8 10 (9.80%) Web Development
9 9 (8.82%) Mentoring
9 9 (8.82%) Presales
9 9 (8.82%) Requirements Engineering
9 9 (8.82%) SDLC
9 9 (8.82%) Validation
10 8 (7.84%) Mobile Development
10 8 (7.84%) Scrum
10 8 (7.84%) Software Delivery
Programming Languages
1 44 (43.14%) Java
2 28 (27.45%) C++
3 19 (18.63%) SQL
4 16 (15.69%) JavaScript
4 16 (15.69%) Python
5 13 (12.75%) C#
6 11 (10.78%) C
7 8 (7.84%) Perl
8 6 (5.88%) Bash Shell
8 6 (5.88%) Go
8 6 (5.88%) R
9 5 (4.90%) T-SQL
10 4 (3.92%) Scala
11 2 (1.96%) F#
11 2 (1.96%) Ruby
12 1 (0.98%) PHP
12 1 (0.98%) Shell Script
Qualifications
1 41 (40.20%) Degree
2 6 (5.88%) Security Cleared
3 3 (2.94%) PhD
4 2 (1.96%) DV Cleared
Quality Assurance & Compliance
1 5 (4.90%) QA
Systems Management
1 9 (8.82%) Ansible
1 9 (8.82%) Opscode Chef
1 9 (8.82%) Puppet
2 6 (5.88%) Kibana
2 6 (5.88%) logstash
2 6 (5.88%) Salt
Vendors
1 10 (9.80%) Oracle
2 7 (6.86%) Microsoft
3 5 (4.90%) SAP
4 2 (1.96%) Facebook
4 2 (1.96%) Twitter
4 2 (1.96%) Xamarin
5 1 (0.98%) Sage
5 1 (0.98%) Salesforce.com
5 1 (0.98%) Tableau
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £45000 per annum
Posted: 4 hours ago
Bristol, Avon
Novate IT Ltd
Salary: £30000.0000000 - £50000.0000000 per annum + benefits
Posted: 3 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £35000 - £55000 per annum
Posted: 10 days ago