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

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 77 69 88
Rank change year-on-year
-8 +19
Permanent jobs citing Big Data 53 64 42
As % of all permanent IT jobs located in Bristol 3.07% 3.43% 2.32%
As % of the Database & Business Intelligence category 9.96% 11.09% 7.25%
Number of salaries quoted 50 61 42
Median salary £72,500 £50,000 £48,500
Median salary % change year-on-year
+45.00% +3.09%
90% offered a salary of more than £55,000 £38,500 £42,500
10% offered a salary of more than £80,000 £70,000 £70,000
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
532 577 579
As % of all permanent IT jobs located in Bristol 30.86% 30.91% 32.02%
Number of salaries quoted 476 536 513
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year
+6.25% -5.88%
90% offered a salary of more than £30,900 £29,000 £28,000
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 27 September 2016.

Big Data Salary Histogram in Bristol

Big Data
Top 30 Related IT Skills in Bristol

For the 6 months to 27 September 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 59 (63.44%) Java
2 50 (53.76%) Agile Software Development
3 38 (40.86%) AngularJS
4 36 (38.71%) Python
5 31 (33.33%) Retail
6 28 (30.11%) Telecoms
7 27 (29.03%) Apache Spark
8 25 (26.88%) Finance
9 24 (25.81%) React
9 24 (25.81%) Enterprise Software
10 23 (24.73%) Hadoop
10 23 (24.73%) SaaS
10 23 (24.73%) MySQL
11 22 (23.66%) Oracle
11 22 (23.66%) SQL Server
11 22 (23.66%) JavaScript
11 22 (23.66%) C#
12 21 (22.58%) HTML
12 21 (22.58%) Tomcat
12 21 (22.58%) OO
12 21 (22.58%) HTML5
13 20 (21.51%) Technical Architecture
14 19 (20.43%) Jetty
14 19 (20.43%) PostgreSQL
14 19 (20.43%) Scrum
14 19 (20.43%) TDD
14 19 (20.43%) JBoss
14 19 (20.43%) WebLogic
14 19 (20.43%) NoSQL
15 18 (19.35%) Analytics

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 27 (29.03%) Apache Spark
2 21 (22.58%) Tomcat
3 19 (20.43%) JBoss
3 19 (20.43%) Jetty
3 19 (20.43%) WebLogic
4 18 (19.35%) WebSphere
5 16 (17.20%) Elasticsearch
6 15 (16.13%) Apache Solr
7 10 (10.75%) OpenStack
8 8 (8.60%) WebSphere Application Server
9 7 (7.53%) Apache
10 2 (2.15%) Apache Pig
11 1 (1.08%) SAS
Applications
1 1 (1.08%) SPSS
Business Applications
1 1 (1.08%) Magento
1 1 (1.08%) SAP Oil and Gas
Cloud Services
1 23 (24.73%) SaaS
2 14 (15.05%) Amazon AWS
3 12 (12.90%) Microsoft Azure
Communications & Networking
1 2 (2.15%) TCP/IP
Database & Business Intelligence
1 23 (24.73%) Hadoop
1 23 (24.73%) MySQL
2 22 (23.66%) SQL Server
3 19 (20.43%) NoSQL
3 19 (20.43%) PostgreSQL
4 14 (15.05%) MongoDB
5 11 (11.83%) Couchbase
5 11 (11.83%) Redis
5 11 (11.83%) Riak
6 10 (10.75%) Apache Cassandra
7 8 (8.60%) Relational Database
8 3 (3.23%) Neo4j
9 2 (2.15%) Apache Hive
9 2 (2.15%) Data Mining
9 2 (2.15%) Mahout
10 1 (1.08%) Azure SQL Database
10 1 (1.08%) Data Lake
10 1 (1.08%) Impala
Development Applications
1 7 (7.53%) Eclipse
2 5 (5.38%) Maven
3 2 (2.15%) Bower
3 2 (2.15%) Git (software)
4 1 (1.08%) Grunt
4 1 (1.08%) gulp
4 1 (1.08%) Mercurial
4 1 (1.08%) NuGet
4 1 (1.08%) Protractor
4 1 (1.08%) Subversion
4 1 (1.08%) Team Foundation Server
4 1 (1.08%) Visual Studio
General
1 31 (33.33%) Retail
2 28 (30.11%) Telecoms
3 25 (26.88%) Finance
4 18 (19.35%) Banking
5 2 (2.15%) Advertising
6 1 (1.08%) Electronics
6 1 (1.08%) Manufacturing
6 1 (1.08%) Marketing
Job Titles
1 41 (44.09%) Developer
2 27 (29.03%) Architect
3 22 (23.66%) Java Developer
4 15 (16.13%) Technical Architect
5 10 (10.75%) Solutions Architect
6 8 (8.60%) Senior Developer
7 7 (7.53%) .NET Architect
7 7 (7.53%) .NET Technical Architect
7 7 (7.53%) Angular Developer
7 7 (7.53%) Enterprise Infrastructure Architect
7 7 (7.53%) Enterprise Solutions Architect
7 7 (7.53%) Enterprise Technical Architect
7 7 (7.53%) Front End Developer (Client-Side Developer)
7 7 (7.53%) Infrastructure Architect
7 7 (7.53%) Infrastructure Solutions Architect
7 7 (7.53%) Java Architect
7 7 (7.53%) Java Software Architect
7 7 (7.53%) Java Technical Architect
7 7 (7.53%) Senior Java Developer
7 7 (7.53%) Software Developer
Libraries, Frameworks & Software Standards
1 38 (40.86%) AngularJS
2 24 (25.81%) React
3 21 (22.58%) HTML
3 21 (22.58%) HTML5
4 18 (19.35%) .NET
5 15 (16.13%) Lucene
6 12 (12.90%) Node.js
7 11 (11.83%) ELK Stack
8 8 (8.60%) KnockoutJS
9 5 (5.38%) Hibernate
9 5 (5.38%) Spring
10 4 (4.30%) CSS
11 3 (3.23%) Backbone.js
11 3 (3.23%) CSS3
12 2 (2.15%) D3.js
12 2 (2.15%) LAMP
12 2 (2.15%) Middleware
12 2 (2.15%) Natural Language Processing
12 2 (2.15%) Spark Streaming
13 1 (1.08%) jQuery
Miscellaneous
1 24 (25.81%) Enterprise Software
2 16 (17.20%) Digital Media
3 12 (12.90%) Computer Science
4 8 (8.60%) Foreign Exchange (FX)
5 5 (5.38%) Visualisation
6 4 (4.30%) Analytical Skills
6 4 (4.30%) Mathematics
7 3 (3.23%) Algorithms
7 3 (3.23%) Animation
8 2 (2.15%) Statistics
8 2 (2.15%) Virtual Team
9 1 (1.08%) Artificial Intelligence
9 1 (1.08%) Data Structures
9 1 (1.08%) Neural Network
9 1 (1.08%) User Experience
Operating Systems
1 10 (10.75%) Android
1 10 (10.75%) Apple iOS
2 9 (9.68%) Linux
Processes & Methodologies
1 50 (53.76%) Agile Software Development
2 21 (22.58%) OO
3 20 (21.51%) Technical Architecture
4 19 (20.43%) Scrum
4 19 (20.43%) TDD
5 18 (19.35%) Analytics
5 18 (19.35%) UML
6 17 (18.28%) Kanban
7 13 (13.98%) Continuous Integration
7 13 (13.98%) Software Engineering
8 12 (12.90%) Multithreading
8 12 (12.90%) Software Delivery
9 11 (11.83%) Concurrent Programming
9 11 (11.83%) RUP
10 10 (10.75%) Coaching
10 10 (10.75%) DSDM
10 10 (10.75%) Mentoring
11 9 (9.68%) Android Development
11 9 (9.68%) iOS Development
11 9 (9.68%) Mobile Development
Programming Languages
1 59 (63.44%) Java
2 36 (38.71%) Python
3 22 (23.66%) C#
3 22 (23.66%) JavaScript
4 18 (19.35%) Perl
5 17 (18.28%) Bash Shell
6 16 (17.20%) Go
7 13 (13.98%) SQL
8 9 (9.68%) C++
9 8 (8.60%) Scala
10 7 (7.53%) C
10 7 (7.53%) PHP
11 3 (3.23%) R
12 2 (2.15%) Haskell
12 2 (2.15%) MATLAB
12 2 (2.15%) Ruby
13 1 (1.08%) Clojure
13 1 (1.08%) Erlang
13 1 (1.08%) Lisp
13 1 (1.08%) TypeScript
Qualifications
1 13 (13.98%) Degree
2 7 (7.53%) Security Cleared
3 4 (4.30%) PhD
4 2 (2.15%) DV Cleared
4 2 (2.15%) SC Cleared
System Software
1 1 (1.08%) Apache Flume
1 1 (1.08%) Docker
Systems Management
1 13 (13.98%) Opscode Chef
1 13 (13.98%) Puppet
2 12 (12.90%) Ansible
3 11 (11.83%) Kibana
3 11 (11.83%) logstash
3 11 (11.83%) Salt
4 1 (1.08%) Nagios
Vendors
1 22 (23.66%) Oracle
2 4 (4.30%) Microsoft
3 1 (1.08%) Cognizant
3 1 (1.08%) Rackspace
3 1 (1.08%) SAP
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