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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 34 54 99
Rank change year-on-year
+20 +45
Permanent jobs citing Big Data 103 88 36
As % of all permanent IT jobs located in Bristol 6.64% 4.67% 1.78%
As % of the Database & Business Intelligence category 23.04% 12.24% 5.63%
Number of salaries quoted 94 76 36
Median salary £62,500 £50,000 £47,500
Median salary % change year-on-year
+25.00% +5.26%
90% offered a salary of more than £50,000 £38,500 £40,250
10% offered a salary of more than £80,000 £77,500 £75,000
UK excluding London median salary £52,500 £50,000 £47,500
% change year-on-year
+5.00% +5.26%
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
447 719 639
As % of all permanent IT jobs located in Bristol 28.82% 38.16% 31.65%
Number of salaries quoted 397 648 559
Median salary £50,000 £47,500 £40,000
Median salary % change year-on-year
+5.26% +18.75%
90% offered a salary of more than £32,500 £33,500 £27,500
10% offered a salary of more than £72,500 £60,000 £62,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 9 December 2016.

Big Data Salary Histogram in Bristol

Big Data
Top 30 Related IT Skills in Bristol

For the 6 months to 9 December 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.

1 127 (78.40%) Agile Software Development
2 99 (61.11%) Java
3 72 (44.44%) AngularJS
4 70 (43.21%) Finance
5 69 (42.59%) Retail
6 65 (40.12%) Python
6 65 (40.12%) C#
7 63 (38.89%) .NET
7 63 (38.89%) Banking
8 57 (35.19%) NoSQL
9 52 (32.10%) React
10 49 (30.25%) Apache Spark
10 49 (30.25%) Amazon AWS
11 46 (28.40%) Oracle
11 46 (28.40%) Hadoop
12 45 (27.78%) MongoDB
12 45 (27.78%) Tomcat
12 45 (27.78%) Telecoms
12 45 (27.78%) Scrum
13 44 (27.16%) TDD
13 44 (27.16%) Enterprise Software
13 44 (27.16%) Jetty
14 42 (25.93%) Technical Architecture
15 41 (25.31%) Microsoft Azure
15 41 (25.31%) OO
16 39 (24.07%) SQL Server
16 39 (24.07%) Project Management
17 38 (23.46%) Web Development
18 37 (22.84%) Redis
19 35 (21.60%) MySQL

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 49 (30.25%) Apache Spark
2 45 (27.78%) Tomcat
3 44 (27.16%) Jetty
4 34 (20.99%) JBoss
4 34 (20.99%) WebLogic
5 33 (20.37%) WebSphere
6 32 (19.75%) Elasticsearch
7 26 (16.05%) Apache Solr
7 26 (16.05%) OpenStack
8 12 (7.41%) WebSphere Application Server
9 3 (1.85%) Apache
9 3 (1.85%) Apache Pig
9 3 (1.85%) CMS
10 2 (1.23%) Oracle SOA Suite
11 1 (0.62%) SAS
Applications
1 1 (0.62%) MS Excel
1 1 (0.62%) SPSS
Cloud Services
1 49 (30.25%) Amazon AWS
2 41 (25.31%) Microsoft Azure
3 31 (19.14%) SaaS
4 1 (0.62%) Cloud Computing
Communications & Networking
1 1 (0.62%) Firewall
1 1 (0.62%) Kerberos
1 1 (0.62%) TCP/IP
Database & Business Intelligence
1 57 (35.19%) NoSQL
2 46 (28.40%) Hadoop
3 45 (27.78%) MongoDB
4 39 (24.07%) SQL Server
5 37 (22.84%) Redis
6 35 (21.60%) MySQL
7 34 (20.99%) PostgreSQL
8 32 (19.75%) Couchbase
9 27 (16.67%) Apache Cassandra
9 27 (16.67%) Riak
10 4 (2.47%) Data Warehouse
11 3 (1.85%) Apache Hive
11 3 (1.85%) Relational Database
12 2 (1.23%) Data Mining
12 2 (1.23%) Enterprise Data Warehouse
12 2 (1.23%) RDBMS
13 1 (0.62%) Azure SQL Database
13 1 (0.62%) HBase
13 1 (0.62%) Pentaho
13 1 (0.62%) SQL Server Reporting Services
Development Applications
1 6 (3.70%) Git (software)
2 4 (2.47%) TeamCity
3 3 (1.85%) Eclipse
4 2 (1.23%) JIRA
5 1 (0.62%) Gradle
5 1 (0.62%) Jenkins
5 1 (0.62%) JUnit
5 1 (0.62%) Maven
5 1 (0.62%) Mercurial
5 1 (0.62%) Mockito
5 1 (0.62%) Spock
5 1 (0.62%) Subversion
General
1 70 (43.21%) Finance
2 69 (42.59%) Retail
3 63 (38.89%) Banking
4 45 (27.78%) Telecoms
5 2 (1.23%) Advertising
6 1 (0.62%) Front Office
6 1 (0.62%) Multimedia
Job Titles
1 78 (48.15%) Developer
2 47 (29.01%) Architect
3 31 (19.14%) Java Developer
4 28 (17.28%) Technical Architect
5 24 (14.81%) .NET Developer
6 23 (14.20%) C# Developer
7 18 (11.11%) C# .NET Developer
8 17 (10.49%) Senior Developer
9 16 (9.88%) Solutions Architect
10 15 (9.26%) Infrastructure Architect
11 14 (8.64%) Enterprise Infrastructure Architect
11 14 (8.64%) Enterprise Solutions Architect
11 14 (8.64%) Infrastructure Solutions Architect
12 12 (7.41%) .NET Architect
12 12 (7.41%) .NET Technical Architect
12 12 (7.41%) Angular Developer
12 12 (7.41%) Enterprise Technical Architect
12 12 (7.41%) Java Architect
12 12 (7.41%) Java Software Architect
12 12 (7.41%) Java Technical Architect
Libraries, Frameworks & Software Standards
1 72 (44.44%) AngularJS
2 63 (38.89%) .NET
3 52 (32.10%) React
4 27 (16.67%) ELK Stack
4 27 (16.67%) HTML
5 26 (16.05%) Lucene
6 23 (14.20%) Node.js
7 16 (9.88%) HTML5
8 9 (5.56%) CSS
9 8 (4.94%) Ember.js
9 8 (4.94%) KnockoutJS
10 7 (4.32%) ASP.NET
10 7 (4.32%) ASP.NET MVC
11 6 (3.70%) REST
11 6 (3.70%) Spring
11 6 (3.70%) Web Services
12 5 (3.09%) ASP.NET Web API
12 5 (3.09%) RabbitMQ
12 5 (3.09%) Spark Streaming
13 2 (1.23%) Middleware
Miscellaneous
1 44 (27.16%) Enterprise Software
2 11 (6.79%) Foreign Exchange (FX)
3 6 (3.70%) Computer Science
4 5 (3.09%) Digital Media
4 5 (3.09%) User Experience
5 2 (1.23%) Statistics
6 1 (0.62%) Algorithms
6 1 (0.62%) Analytical Skills
6 1 (0.62%) Artificial Intelligence
6 1 (0.62%) Cryptography
6 1 (0.62%) Data Structures
6 1 (0.62%) Digital TV
6 1 (0.62%) Management Information System
6 1 (0.62%) Mathematics
6 1 (0.62%) Mobile App
6 1 (0.62%) Neural Network
6 1 (0.62%) Reference Data
6 1 (0.62%) Social Media
Operating Systems
1 21 (12.96%) Android
1 21 (12.96%) Apple iOS
2 7 (4.32%) Linux
3 1 (0.62%) Unix
Processes & Methodologies
1 127 (78.40%) Agile Software Development
2 45 (27.78%) Scrum
3 44 (27.16%) TDD
4 42 (25.93%) Technical Architecture
5 41 (25.31%) OO
6 39 (24.07%) Project Management
7 38 (23.46%) Web Development
8 34 (20.99%) Continuous Integration
8 34 (20.99%) Kanban
9 33 (20.37%) Software Delivery
10 31 (19.14%) Mentoring
11 30 (18.52%) UML
12 29 (17.90%) RUP
13 28 (17.28%) Multithreading
14 27 (16.67%) Concurrent Programming
15 26 (16.05%) Coaching
15 26 (16.05%) DSDM
16 20 (12.35%) Mobile Development
17 19 (11.73%) Analytics
17 19 (11.73%) DevOps
Programming Languages
1 99 (61.11%) Java
2 65 (40.12%) C#
2 65 (40.12%) Python
3 34 (20.99%) Perl
4 30 (18.52%) Bash Shell
5 28 (17.28%) Go
5 28 (17.28%) JavaScript
6 18 (11.11%) SQL
7 11 (6.79%) Scala
8 8 (4.94%) PHP
9 5 (3.09%) C++
10 4 (2.47%) Haskell
11 3 (1.85%) C
11 3 (1.85%) Clojure
11 3 (1.85%) Ruby
12 2 (1.23%) Erlang
13 1 (0.62%) Korn
13 1 (0.62%) R
13 1 (0.62%) T-SQL
13 1 (0.62%) XPath
Qualifications
1 14 (8.64%) Degree
2 3 (1.85%) Security Cleared
3 2 (1.23%) DV Cleared
3 2 (1.23%) SC Cleared
4 1 (0.62%) CISA
4 1 (0.62%) CISM
4 1 (0.62%) CISSP
4 1 (0.62%) PhD
Quality Assurance & Compliance
1 2 (1.23%) SLA
2 1 (0.62%) Data Quality
2 1 (0.62%) FATCA
System Software
1 1 (0.62%) Apache Flume
1 1 (0.62%) Docker
1 1 (0.62%) HDFS
Systems Management
1 29 (17.90%) Opscode Chef
1 29 (17.90%) Puppet
2 27 (16.67%) Ansible
2 27 (16.67%) Kibana
2 27 (16.67%) logstash
2 27 (16.67%) Salt
Vendors
1 46 (28.40%) Oracle
2 18 (11.11%) Microsoft
3 1 (0.62%) Cloudera
3 1 (0.62%) Cognizant
3 1 (0.62%) Hortonworks
3 1 (0.62%) MuleSoft
3 1 (0.62%) Solace
3 1 (0.62%) Tableau
Bristol, Somerset
XIST4 IT Recruitment Ltd
Salary: Share Options
Posted: 19 hours ago
Bristol, Avon
North Bristol NHS Trust
Salary: Up to £82,434 per annum plus strong pension
Posted: 8 hours ago
Bristol, Avon
Sift Digital
Salary: Competitive (based on experience)
Posted: 7 hours ago
Bristol, Gloucestershire
Creation Recruitment
Posted: 2 days ago
Bristol, Avon
The People Network
Salary: £50000 - £70000 per annum + Bonus, pension, medical
Posted: 5 days ago
Bristol, Avon
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £70000 Per Annum Plus excellent benefits
Posted: 4 days ago
Bristol, Avon
The People Network
Salary: £50000 - £75000 per annum + 10% Bonus, Pension, Medical, etc
Posted: 5 days ago
Bristol
Computer Futures
Salary: £50000 per annum + Benefits
Posted: 11 days ago
Bristol, Avon
Edico Media
Salary: From £24,000 to £32,000 per annum - dependent on experience
Posted: 16 days ago