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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Big Data
South West / Bristol
Rank 54 74 92
Rank change year-on-year
+20 +18
Permanent jobs citing Big Data 84 56 35
As % of all permanent IT jobs located in Bristol 4.72% 3.13% 1.83%
As % of the Database & Business Intelligence category 17.11% 9.00% 6.23%
Number of salaries quoted 69 42 34
Median salary £62,500 £45,000 £50,000
Median salary % change year-on-year
+38.88% -10.00%
90% offered a salary of more than £52,500 £37,500 £37,500
10% offered a salary of more than £70,500 £74,500 £59,250
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
491 622 562
As % of all permanent IT jobs located in Bristol 27.62% 34.71% 29.33%
Number of salaries quoted 422 546 507
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £30,804 £30,000 £28,500
10% offered a salary of more than £65,000 £60,000 £57,500
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 25 February 2017.

Big Data Salary Histogram in Bristol

Big Data
Top 30 Related IT Skills in Bristol

For the 6 months to 25 February 2017, 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.

1 150 (81.52%) Agile Software Development
2 95 (51.63%) Finance
3 89 (48.37%) Java
4 86 (46.74%) Banking
5 84 (45.65%) .NET
6 82 (44.57%) AngularJS
7 77 (41.85%) Amazon AWS
8 74 (40.22%) C#
9 71 (38.59%) Retail
10 66 (35.87%) MongoDB
10 66 (35.87%) NoSQL
11 61 (33.15%) Microsoft Azure
11 61 (33.15%) Hadoop
12 60 (32.61%) Project Management
13 59 (32.07%) Python
13 59 (32.07%) Web Development
14 58 (31.52%) Telecoms
15 57 (30.98%) Apache Spark
16 56 (30.43%) Scrum
17 55 (29.89%) TDD
17 55 (29.89%) React
18 49 (26.63%) Oracle
18 49 (26.63%) Tomcat
18 49 (26.63%) Jetty
18 49 (26.63%) Redis
19 47 (25.54%) OO
19 47 (25.54%) SQL Server
20 45 (24.46%) Continuous Integration
21 44 (23.91%) Elasticsearch
21 44 (23.91%) Couchbase

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 57 (30.98%) Apache Spark
2 49 (26.63%) Jetty
2 49 (26.63%) Tomcat
3 44 (23.91%) Elasticsearch
4 35 (19.02%) JBoss
4 35 (19.02%) WebLogic
5 34 (18.48%) Apache Solr
5 34 (18.48%) OpenStack
5 34 (18.48%) WebSphere
6 13 (7.07%) WebSphere Application Server
7 7 (3.80%) CMS
8 4 (2.17%) Apache Pig
9 2 (1.09%) Apache
9 2 (1.09%) Oracle SOA Suite
Applications
1 1 (0.54%) MS Excel
Cloud Services
1 77 (41.85%) Amazon AWS
2 61 (33.15%) Microsoft Azure
3 21 (11.41%) SaaS
4 4 (2.17%) Amazon S3
5 1 (0.54%) Cloud Computing
Communications & Networking
1 1 (0.54%) Bluetooth
1 1 (0.54%) Firewall
1 1 (0.54%) Kerberos
1 1 (0.54%) Wireless
Database & Business Intelligence
1 66 (35.87%) MongoDB
1 66 (35.87%) NoSQL
2 61 (33.15%) Hadoop
3 49 (26.63%) Redis
4 47 (25.54%) SQL Server
5 44 (23.91%) Couchbase
6 40 (21.74%) MySQL
7 35 (19.02%) Apache Cassandra
7 35 (19.02%) PostgreSQL
7 35 (19.02%) Riak
8 5 (2.72%) Data Warehouse
9 4 (2.17%) Apache Hive
9 4 (2.17%) Relational Database
9 4 (2.17%) SQL Server Integration Services
10 2 (1.09%) Amazon Redshift
10 2 (1.09%) Enterprise Data Warehouse
10 2 (1.09%) RDBMS
10 2 (1.09%) SQL Server Analysis Services
10 2 (1.09%) SQL Server Reporting Services
11 1 (0.54%) Data Mining
Development Applications
1 14 (7.61%) Git (software)
2 8 (4.35%) TeamCity
3 3 (1.63%) JIRA
3 3 (1.63%) Selenium
3 3 (1.63%) SpecFlow
4 1 (0.54%) Android Studio
4 1 (0.54%) Atlassian Bamboo
4 1 (0.54%) Bitbucket
4 1 (0.54%) Calabash
4 1 (0.54%) Gradle
4 1 (0.54%) Jenkins
4 1 (0.54%) JUnit
4 1 (0.54%) Maven
4 1 (0.54%) Mercurial
4 1 (0.54%) Mockito
4 1 (0.54%) Spock
4 1 (0.54%) Subversion
4 1 (0.54%) Talend Open Studio
4 1 (0.54%) Team Foundation Server
4 1 (0.54%) Visual Studio
General
1 95 (51.63%) Finance
2 86 (46.74%) Banking
3 71 (38.59%) Retail
4 58 (31.52%) Telecoms
5 3 (1.63%) Advertising
6 1 (0.54%) Electronics
6 1 (0.54%) Front Office
6 1 (0.54%) Multimedia
Job Titles
1 99 (53.80%) Developer
2 45 (24.46%) .NET Developer
2 45 (24.46%) C# Developer
3 38 (20.65%) C# .NET Developer
4 33 (17.93%) Architect
4 33 (17.93%) Java Developer
5 24 (13.04%) Senior Developer
6 21 (11.41%) Technical Architect
7 19 (10.33%) Agile Development Manager
7 19 (10.33%) Development Manager
8 14 (7.61%) Software Development Manager
9 12 (6.52%) Senior Java Developer
10 11 (5.98%) .NET Architect
10 11 (5.98%) .NET Technical Architect
10 11 (5.98%) Big Data Engineer
10 11 (5.98%) Java Architect
10 11 (5.98%) Java Software Architect
10 11 (5.98%) Java Technical Architect
10 11 (5.98%) Project Manager
10 11 (5.98%) Solutions Architect
Libraries, Frameworks & Software Standards
1 84 (45.65%) .NET
2 82 (44.57%) AngularJS
3 55 (29.89%) React
4 35 (19.02%) Elastic Stack
5 34 (18.48%) Lucene
6 26 (14.13%) HTML
7 17 (9.24%) CSS
8 16 (8.70%) Ember.js
8 16 (8.70%) Node.js
9 14 (7.61%) ASP.NET
10 11 (5.98%) ASP.NET MVC
10 11 (5.98%) REST
11 9 (4.89%) ASP.NET Web API
11 9 (4.89%) RabbitMQ
12 8 (4.35%) Web Services
13 6 (3.26%) Spring
14 5 (2.72%) .NET Framework
15 4 (2.17%) CakePHP
15 4 (2.17%) LAMP
15 4 (2.17%) Symfony
Miscellaneous
1 38 (20.65%) Enterprise Software
2 9 (4.89%) Foreign Exchange (FX)
3 8 (4.35%) User Experience
4 6 (3.26%) Computer Science
5 5 (2.72%) NHS
6 3 (1.63%) Linux Command Line
7 1 (0.54%) Algorithms
7 1 (0.54%) Analytical Skills
7 1 (0.54%) Data Structures
7 1 (0.54%) Digital TV
7 1 (0.54%) Fintech
7 1 (0.54%) Management Information System
7 1 (0.54%) Mobile App
7 1 (0.54%) Reference Data
7 1 (0.54%) Security Operations Centre
7 1 (0.54%) Social Media
Operating Systems
1 22 (11.96%) Android
1 22 (11.96%) Apple iOS
2 7 (3.80%) Linux
3 1 (0.54%) Unix
Processes & Methodologies
1 150 (81.52%) Agile Software Development
2 60 (32.61%) Project Management
3 59 (32.07%) Web Development
4 56 (30.43%) Scrum
5 55 (29.89%) TDD
6 47 (25.54%) OO
7 45 (24.46%) Continuous Integration
8 40 (21.74%) Kanban
9 39 (21.20%) Mentoring
9 39 (21.20%) RUP
10 38 (20.65%) Technical Architecture
11 36 (19.57%) Software Delivery
12 35 (19.02%) Concurrent Programming
12 35 (19.02%) DSDM
12 35 (19.02%) Multithreading
13 34 (18.48%) Coaching
13 34 (18.48%) UML
14 27 (14.67%) DevOps
15 25 (13.59%) Analytics
16 23 (12.50%) MVC
Programming Languages
1 89 (48.37%) Java
2 74 (40.22%) C#
3 59 (32.07%) Python
4 32 (17.39%) JavaScript
4 32 (17.39%) Perl
5 22 (11.96%) Bash Shell
6 21 (11.41%) Go
7 13 (7.07%) PHP
8 11 (5.98%) SQL
9 6 (3.26%) Scala
10 3 (1.63%) Haskell
10 3 (1.63%) Ruby
11 2 (1.09%) C++
11 2 (1.09%) Clojure
11 2 (1.09%) Erlang
11 2 (1.09%) T-SQL
12 1 (0.54%) Korn
12 1 (0.54%) Lisp
12 1 (0.54%) Shell Script
12 1 (0.54%) XPath
Qualifications
1 9 (4.89%) Degree
2 1 (0.54%) CISA
2 1 (0.54%) CISM
2 1 (0.54%) CISSP
2 1 (0.54%) CREST Certified
2 1 (0.54%) GCIA
2 1 (0.54%) GCIH
2 1 (0.54%) GIAC
2 1 (0.54%) GREM
2 1 (0.54%) PhD
Quality Assurance & Compliance
1 2 (1.09%) Data Quality
1 2 (1.09%) SLA
2 1 (0.54%) FATCA
System Software
1 1 (0.54%) Apache Flume
1 1 (0.54%) Docker
1 1 (0.54%) HDFS
Systems Management
1 35 (19.02%) Kibana
1 35 (19.02%) logstash
1 35 (19.02%) Opscode Chef
1 35 (19.02%) Puppet
2 34 (18.48%) Ansible
2 34 (18.48%) Salt
Vendors
1 49 (26.63%) Oracle
2 28 (15.22%) Microsoft
3 4 (2.17%) Nokia
4 1 (0.54%) Atlassian
4 1 (0.54%) Cloudera
4 1 (0.54%) Cognos
4 1 (0.54%) Hortonworks
4 1 (0.54%) IBM
4 1 (0.54%) Informatica
4 1 (0.54%) MuleSoft
4 1 (0.54%) SAP
4 1 (0.54%) Solace
4 1 (0.54%) Tableau
4 1 (0.54%) Talend
Bristol
Churchill Frank
Posted: 2 days ago
Bristol, Avon
Aviva
Salary: Competitive
Posted: 3 days ago
Bristol, Avon
Colston Consulting
Salary: £45000 - £65000 per annum
Posted: 4 days ago
Bristol, Avon
Executive Recruitment Services (ERS)
Salary: £50000 - £70000 per annum + Pension, Car Allowance
Posted: 2 days ago