The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Big Data
South West / Bristol
Rank 64 96 102
Rank change year-on-year +32 +6  
Permanent jobs citing Big Data 71 39 27
As % of all permanent IT jobs advertised in Bristol 3.92% 2.12% 1.41%
As % of the Database & Business Intelligence category 13.76% 6.83% 4.96%
Number of salaries quoted 58 34 24
Median salary £60,000 £44,000 £50,000
Median salary % change year-on-year +36.36% -12.00%  
90% offered a salary of more than £49,250 £37,800 £45,000
10% offered a salary of more than £72,500 £50,000 £61,750
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Bristol
Permanent job vacancies with a requirement for database and business intelligence skills 516 571 544
As % of all permanent IT job vacancies advertised in Bristol 28.48% 31.05% 28.36%
Number of salaries quoted 456 498 481
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £30,713 £30,000 £28,500
10% offered a salary of more than £62,500 £50,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in Bristol.

Salary trend for Big Data in Bristol

Big Data
Salary Histogram in Bristol

The salary distribution of IT jobs citing Big Data in Bristol over the 3 months to 23 March 2017.

Salary histogram for Big Data in Bristol

Big Data
Top 30 Related IT Skills in Bristol

For the 6 months to 23 March 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.

1 148 (80.00%) Agile Software Development
2 99 (53.51%) Finance
3 82 (44.32%) Banking
4 81 (43.78%) Amazon AWS
5 80 (43.24%) Java
6 79 (42.70%) AngularJS
7 77 (41.62%) .NET
8 71 (38.38%) C#
9 70 (37.84%) Retail
10 64 (34.59%) MongoDB
10 64 (34.59%) NoSQL
11 60 (32.43%) Project Management
12 59 (31.89%) Microsoft Azure
13 58 (31.35%) Hadoop
13 58 (31.35%) Telecoms
14 57 (30.81%) Web Development
15 56 (30.27%) Scrum
15 56 (30.27%) Python
16 53 (28.65%) Apache Spark
16 53 (28.65%) React
17 52 (28.11%) TDD
18 48 (25.95%) Oracle
19 46 (24.86%) Tomcat
19 46 (24.86%) Jetty
19 46 (24.86%) Redis
20 44 (23.78%) SQL Server
21 43 (23.24%) OO
22 42 (22.70%) Continuous Integration
23 40 (21.62%) Couchbase
23 40 (21.62%) Elasticsearch

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 53 (28.65%) Apache Spark
2 46 (24.86%) Jetty
2 46 (24.86%) Tomcat
3 40 (21.62%) Elasticsearch
4 31 (16.76%) Apache Solr
4 31 (16.76%) JBoss
4 31 (16.76%) OpenStack
4 31 (16.76%) WebLogic
4 31 (16.76%) WebSphere
5 10 (5.41%) WebSphere Application Server
6 7 (3.78%) CMS
7 4 (2.16%) Apache Pig
8 2 (1.08%) Apache
8 2 (1.08%) Oracle SOA Suite
Applications
1 2 (1.08%) MS Excel
Cloud Services
1 81 (43.78%) Amazon AWS
2 59 (31.89%) Microsoft Azure
3 17 (9.19%) SaaS
4 4 (2.16%) Amazon S3
4 4 (2.16%) Heroku
5 3 (1.62%) Google Cloud Platform
6 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 64 (34.59%) MongoDB
1 64 (34.59%) NoSQL
2 58 (31.35%) Hadoop
3 46 (24.86%) Redis
4 44 (23.78%) SQL Server
5 40 (21.62%) Couchbase
6 37 (20.00%) MySQL
7 33 (17.84%) Apache Cassandra
8 32 (17.30%) Riak
9 31 (16.76%) PostgreSQL
10 5 (2.70%) Data Warehouse
10 5 (2.70%) Relational Database
11 4 (2.16%) Apache Hive
11 4 (2.16%) SQL Server Integration Services
12 2 (1.08%) Amazon Redshift
12 2 (1.08%) Enterprise Data Warehouse
12 2 (1.08%) RDBMS
12 2 (1.08%) SQL Server Analysis Services
12 2 (1.08%) SQL Server Reporting Services
13 1 (0.54%) HBase
Development Applications
1 13 (7.03%) Git (software)
2 8 (4.32%) TeamCity
3 3 (1.62%) JIRA
3 3 (1.62%) Selenium
3 3 (1.62%) 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%) CocoaPods
4 1 (0.54%) Gradle
4 1 (0.54%) Jenkins
4 1 (0.54%) JUnit
4 1 (0.54%) Maven
4 1 (0.54%) Mockito
4 1 (0.54%) Spock
4 1 (0.54%) Talend Open Studio
4 1 (0.54%) Team Foundation Server
4 1 (0.54%) Visual Studio
General
1 99 (53.51%) Finance
2 82 (44.32%) Banking
3 70 (37.84%) Retail
4 58 (31.35%) Telecoms
5 1 (0.54%) Advertising
5 1 (0.54%) Electronics
5 1 (0.54%) Front Office
5 1 (0.54%) Marketing
5 1 (0.54%) Multimedia
Job Titles
1 99 (53.51%) Developer
2 45 (24.32%) C# Developer
3 44 (23.78%) .NET Developer
4 38 (20.54%) C# .NET Developer
5 31 (16.76%) Java Developer
6 29 (15.68%) Architect
7 21 (11.35%) Senior Developer
8 20 (10.81%) Agile Development Manager
8 20 (10.81%) Development Manager
9 17 (9.19%) Technical Architect
10 15 (8.11%) Project Manager
10 15 (8.11%) Software Development Manager
11 14 (7.57%) Agile Project Manager
12 13 (7.03%) Technical Manager
12 13 (7.03%) Technical Project Manager
13 12 (6.49%) DevOps Manager
14 10 (5.41%) Agile Developer
14 10 (5.41%) Big Data Engineer
14 10 (5.41%) Programmer
14 10 (5.41%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 79 (42.70%) AngularJS
2 77 (41.62%) .NET
3 53 (28.65%) React
4 31 (16.76%) Elastic Stack
4 31 (16.76%) Lucene
5 25 (13.51%) HTML
6 17 (9.19%) CSS
6 17 (9.19%) Node.js
7 16 (8.65%) Ember.js
8 13 (7.03%) ASP.NET
9 11 (5.95%) REST
10 10 (5.41%) ASP.NET MVC
11 9 (4.86%) ASP.NET Web API
11 9 (4.86%) RabbitMQ
12 8 (4.32%) Web Services
13 6 (3.24%) Spring
14 5 (2.70%) .NET Framework
15 4 (2.16%) CakePHP
15 4 (2.16%) Matplotlib
15 4 (2.16%) Symfony
Miscellaneous
1 31 (16.76%) Enterprise Software
2 11 (5.95%) User Experience
3 9 (4.86%) Foreign Exchange (FX)
4 6 (3.24%) Computer Science
5 5 (2.70%) NHS
6 3 (1.62%) Linux Command Line
7 1 (0.54%) Analytical Skills
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 (11.89%) Android
1 22 (11.89%) Apple iOS
2 7 (3.78%) Linux
3 1 (0.54%) Unix
Processes & Methodologies
1 148 (80.00%) Agile Software Development
2 60 (32.43%) Project Management
3 57 (30.81%) Web Development
4 56 (30.27%) Scrum
5 52 (28.11%) TDD
6 43 (23.24%) OO
7 42 (22.70%) Continuous Integration
8 38 (20.54%) RUP
9 36 (19.46%) Kanban
9 36 (19.46%) Mentoring
10 31 (16.76%) Coaching
10 31 (16.76%) Concurrent Programming
10 31 (16.76%) DevOps
10 31 (16.76%) DSDM
10 31 (16.76%) Multithreading
10 31 (16.76%) Software Delivery
10 31 (16.76%) Technical Architecture
10 31 (16.76%) UML
11 24 (12.97%) Analytics
12 22 (11.89%) Mobile Development
Programming Languages
1 80 (43.24%) Java
2 71 (38.38%) C#
3 56 (30.27%) Python
4 31 (16.76%) JavaScript
5 29 (15.68%) Perl
6 20 (10.81%) Bash Shell
7 19 (10.27%) Go
8 11 (5.95%) PHP
9 10 (5.41%) SQL
10 5 (2.70%) Scala
11 3 (1.62%) Ruby
12 2 (1.08%) Clojure
12 2 (1.08%) Haskell
12 2 (1.08%) T-SQL
13 1 (0.54%) C++
13 1 (0.54%) Erlang
13 1 (0.54%) Korn
13 1 (0.54%) Shell Script
13 1 (0.54%) XPath
Qualifications
1 9 (4.86%) 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 4 (2.16%) SLA
2 3 (1.62%) Data Quality
3 1 (0.54%) FATCA
System Software
1 1 (0.54%) HDFS
Systems Management
1 33 (17.84%) Opscode Chef
1 33 (17.84%) Puppet
2 32 (17.30%) Ansible
3 31 (16.76%) Kibana
3 31 (16.76%) logstash
3 31 (16.76%) Salt
Vendors
1 48 (25.95%) Oracle
2 30 (16.22%) Microsoft
3 4 (2.16%) Google
3 4 (2.16%) Nokia
4 2 (1.08%) Informatica
5 1 (0.54%) Atlassian
5 1 (0.54%) Cloudera
5 1 (0.54%) Cognos
5 1 (0.54%) Hortonworks
5 1 (0.54%) IBM
5 1 (0.54%) MuleSoft
5 1 (0.54%) SaltStack
5 1 (0.54%) SAP
5 1 (0.54%) Solace
5 1 (0.54%) Tableau
5 1 (0.54%) Talend
5 1 (0.54%) Teradata
Bristol, Avon
Sanderson
Salary: £50000 - £60000 per annum + 10% Bonus + Benefits
Posted: 8 hours ago
Bristol, Avon
Harvey Nash plc
Posted: 2 days ago
Bristol
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 14 days ago
Bristol, Avon
Aviva
Salary: Competitive
Posted: 14 days ago
Bristol
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 24 days ago
Bristol
IQ Telecom
Salary: £35000 - £45000 per annum
Posted: 22 days ago