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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Big Data
South West / Bristol
Rank 34 59 94
Rank change year-on-year
+25 +35
Permanent jobs citing Big Data 110 73 36
As % of all permanent IT jobs located in Bristol 6.82% 4.16% 1.85%
As % of the Database & Business Intelligence category 24.44% 10.91% 6.03%
Number of salaries quoted 93 59 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 £38,300 £37,500
10% offered a salary of more than £80,000 £77,500 £66,250
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
450 669 597
As % of all permanent IT jobs located in Bristol 27.92% 38.16% 30.65%
Number of salaries quoted 389 606 544
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £32,500 £32,500 £27,500
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 21 January 2017.

Big Data Salary Histogram in Bristol

Big Data
Top 30 Related IT Skills in Bristol

For the 6 months to 21 January 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.

1 140 (78.65%) Agile Software Development
2 94 (52.81%) Java
3 92 (51.69%) Finance
4 83 (46.63%) .NET
5 78 (43.82%) AngularJS
6 74 (41.57%) Banking
7 73 (41.01%) C#
8 72 (40.45%) Retail
9 68 (38.20%) Python
10 61 (34.27%) Amazon AWS
11 59 (33.15%) NoSQL
12 55 (30.90%) MongoDB
13 53 (29.78%) Telecoms
14 50 (28.09%) Project Management
14 50 (28.09%) Microsoft Azure
15 49 (27.53%) Hadoop
15 49 (27.53%) TDD
16 47 (26.40%) Scrum
16 47 (26.40%) Web Development
16 47 (26.40%) Apache Spark
16 47 (26.40%) React
17 46 (25.84%) Enterprise Software
17 46 (25.84%) Technical Architecture
18 44 (24.72%) Oracle
19 42 (23.60%) Tomcat
19 42 (23.60%) OO
19 42 (23.60%) Jetty
20 41 (23.03%) SQL Server
21 38 (21.35%) Redis
22 37 (20.79%) Continuous Integration

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 47 (26.40%) Apache Spark
2 42 (23.60%) Jetty
2 42 (23.60%) Tomcat
3 35 (19.66%) Elasticsearch
4 30 (16.85%) JBoss
4 30 (16.85%) WebLogic
5 29 (16.29%) WebSphere
6 25 (14.04%) Apache Solr
6 25 (14.04%) OpenStack
7 12 (6.74%) WebSphere Application Server
8 7 (3.93%) CMS
9 4 (2.25%) Apache Pig
10 2 (1.12%) Apache
10 2 (1.12%) Oracle SOA Suite
Applications
1 1 (0.56%) MS Excel
Cloud Services
1 61 (34.27%) Amazon AWS
2 50 (28.09%) Microsoft Azure
3 28 (15.73%) SaaS
4 4 (2.25%) Amazon S3
5 1 (0.56%) Cloud Computing
Communications & Networking
1 1 (0.56%) Firewall
1 1 (0.56%) Kerberos
Database & Business Intelligence
1 59 (33.15%) NoSQL
2 55 (30.90%) MongoDB
3 49 (27.53%) Hadoop
4 41 (23.03%) SQL Server
5 38 (21.35%) Redis
6 36 (20.22%) MySQL
7 35 (19.66%) Couchbase
8 30 (16.85%) PostgreSQL
9 26 (14.61%) Apache Cassandra
9 26 (14.61%) Riak
10 5 (2.81%) Data Warehouse
11 4 (2.25%) Apache Hive
11 4 (2.25%) Relational Database
12 2 (1.12%) Amazon Redshift
12 2 (1.12%) Enterprise Data Warehouse
12 2 (1.12%) RDBMS
12 2 (1.12%) SQL Server Integration Services
13 1 (0.56%) Data Mining
13 1 (0.56%) SQL Server Analysis Services
13 1 (0.56%) SQL Server Reporting Services
Development Applications
1 14 (7.87%) Git (software)
2 8 (4.49%) TeamCity
3 2 (1.12%) JIRA
4 1 (0.56%) Eclipse
4 1 (0.56%) Gradle
4 1 (0.56%) Jenkins
4 1 (0.56%) JUnit
4 1 (0.56%) Maven
4 1 (0.56%) Mercurial
4 1 (0.56%) Mockito
4 1 (0.56%) Selenium
4 1 (0.56%) SpecFlow
4 1 (0.56%) Spock
4 1 (0.56%) Subversion
4 1 (0.56%) Talend Open Studio
4 1 (0.56%) Team Foundation Server
4 1 (0.56%) Visual Studio
General
1 92 (51.69%) Finance
2 74 (41.57%) Banking
3 72 (40.45%) Retail
4 53 (29.78%) Telecoms
5 2 (1.12%) Advertising
6 1 (0.56%) Front Office
6 1 (0.56%) Multimedia
Job Titles
1 93 (52.25%) Developer
2 43 (24.16%) Architect
3 39 (21.91%) .NET Developer
3 39 (21.91%) C# Developer
4 33 (18.54%) C# .NET Developer
5 30 (16.85%) Java Developer
6 24 (13.48%) Technical Architect
7 17 (9.55%) Senior Developer
8 16 (8.99%) Solutions Architect
9 15 (8.43%) Infrastructure Architect
10 14 (7.87%) Angular Developer
10 14 (7.87%) Enterprise Infrastructure Architect
10 14 (7.87%) Enterprise Solutions Architect
10 14 (7.87%) Infrastructure Solutions Architect
11 13 (7.30%) .NET Architect
11 13 (7.30%) .NET Technical Architect
11 13 (7.30%) Agile Development Manager
11 13 (7.30%) Java Architect
11 13 (7.30%) Java Software Architect
11 13 (7.30%) Java Technical Architect
Libraries, Frameworks & Software Standards
1 83 (46.63%) .NET
2 78 (43.82%) AngularJS
3 47 (26.40%) React
4 30 (16.85%) HTML
5 26 (14.61%) ELK Stack
6 25 (14.04%) Lucene
7 18 (10.11%) Node.js
8 15 (8.43%) CSS
9 14 (7.87%) Ember.js
10 12 (6.74%) ASP.NET
11 11 (6.18%) ASP.NET MVC
12 10 (5.62%) REST
13 9 (5.06%) ASP.NET Web API
13 9 (5.06%) HTML5
13 9 (5.06%) RabbitMQ
14 7 (3.93%) Web Services
15 6 (3.37%) Spring
16 5 (2.81%) Spark Streaming
17 4 (2.25%) Angular 2
17 4 (2.25%) RxJS
Miscellaneous
1 46 (25.84%) Enterprise Software
2 8 (4.49%) Foreign Exchange (FX)
3 6 (3.37%) Computer Science
3 6 (3.37%) User Experience
4 5 (2.81%) Informatics
4 5 (2.81%) NHS
5 1 (0.56%) Algorithms
5 1 (0.56%) Artificial Intelligence
5 1 (0.56%) Cryptography
5 1 (0.56%) Data Structures
5 1 (0.56%) Digital TV
5 1 (0.56%) Management Information System
5 1 (0.56%) Mathematics
5 1 (0.56%) Mobile App
5 1 (0.56%) Neural Network
5 1 (0.56%) Reference Data
5 1 (0.56%) Social Media
5 1 (0.56%) Statistics
Operating Systems
1 17 (9.55%) Android
1 17 (9.55%) Apple iOS
2 8 (4.49%) Linux
3 1 (0.56%) Unix
Processes & Methodologies
1 140 (78.65%) Agile Software Development
2 50 (28.09%) Project Management
3 49 (27.53%) TDD
4 47 (26.40%) Scrum
4 47 (26.40%) Web Development
5 46 (25.84%) Technical Architecture
6 42 (23.60%) OO
7 37 (20.79%) Continuous Integration
8 32 (17.98%) Kanban
9 30 (16.85%) Mentoring
9 30 (16.85%) Software Delivery
10 28 (15.73%) RUP
11 27 (15.17%) Multithreading
11 27 (15.17%) UML
12 26 (14.61%) Concurrent Programming
13 25 (14.04%) Coaching
13 25 (14.04%) DSDM
14 24 (13.48%) Analytics
15 21 (11.80%) DevOps
15 21 (11.80%) MVC
Programming Languages
1 94 (52.81%) Java
2 73 (41.01%) C#
3 68 (38.20%) Python
4 36 (20.22%) JavaScript
5 34 (19.10%) Perl
6 26 (14.61%) Bash Shell
7 24 (13.48%) Go
8 16 (8.99%) SQL
9 12 (6.74%) PHP
10 7 (3.93%) Scala
11 4 (2.25%) Haskell
12 3 (1.69%) C++
12 3 (1.69%) Clojure
12 3 (1.69%) Ruby
13 2 (1.12%) Erlang
13 2 (1.12%) T-SQL
14 1 (0.56%) C
14 1 (0.56%) Korn
14 1 (0.56%) Shell Script
14 1 (0.56%) XPath
Qualifications
1 9 (5.06%) Degree
2 1 (0.56%) CISA
2 1 (0.56%) CISM
2 1 (0.56%) CISSP
2 1 (0.56%) DV Cleared
2 1 (0.56%) PhD
2 1 (0.56%) SC Cleared
2 1 (0.56%) Security Cleared
Quality Assurance & Compliance
1 2 (1.12%) SLA
2 1 (0.56%) Data Quality
2 1 (0.56%) FATCA
System Software
1 1 (0.56%) Apache Flume
1 1 (0.56%) Docker
1 1 (0.56%) HDFS
Systems Management
1 27 (15.17%) Opscode Chef
1 27 (15.17%) Puppet
2 26 (14.61%) Kibana
2 26 (14.61%) logstash
2 26 (14.61%) Salt
3 25 (14.04%) Ansible
Vendors
1 44 (24.72%) Oracle
2 24 (13.48%) Microsoft
3 4 (2.25%) Nokia
4 1 (0.56%) Cloudera
4 1 (0.56%) Hortonworks
4 1 (0.56%) Informatica
4 1 (0.56%) MuleSoft
4 1 (0.56%) Solace
4 1 (0.56%) Tableau
4 1 (0.56%) Talend
Bristol, Avon
Reed Technology
Salary: £35000 - £45000 per annum
Posted: Yesterday
Bristol Area
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: 3 days ago
Bristol
Computer Futures
Salary: £40000 - £55000 per annum + competitive
Posted: 2 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £60000 - £80000 per annum + Great Benefits/Home Working
Posted: 2 days ago
Bristol Area
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: Yesterday
Bristol, Avon
Colston Consulting
Salary: £45000 - £65000 per annum
Posted: 4 days ago
Bristol Area
Colston Consulting
Salary: £45000 - £65000 per annum
Posted: 4 days ago
Bristol, Avon
The People Network
Salary: £50000 - £70000 per annum + Bonus, pension, medical
Posted: 4 days ago
Bristol Area
ANSON MCCADE
Salary: £68,000 - £110,000 + extensive benefits package
Posted: 5 days ago
Bristol
Computer Futures
Salary: £40000 - £55000 per annum + competitive
Posted: 5 days ago
Bristol
Client Server
Salary: £40,000 to £55,000 + bonus + benefits
Posted: 15 days ago
Bristol Area
ANSON MCCADE
Salary: £60,000-70,000k base and strong package
Posted: 3 days ago