The table below looks at the statistics for Big Data skills in IT jobs advertised for the Swindon region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Big Data
Wiltshire / Swindon
Rank 42 50 59
Rank change year-on-year
+8 +9
Permanent jobs citing Big Data 10 23 7
As % of all permanent IT jobs located in Swindon 2.37% 3.89% 1.22%
As % of the Database & Business Intelligence category 8.93% 10.18% 3.55%
Number of salaries quoted 8 23 4
Median salary £62,500 £57,500 £60,000
Median salary % change year-on-year
+8.69% -4.16%
90% offered a salary of more than £37,500 £50,000 £38,950
10% offered a salary of more than £65,000 £65,000 £80,000
UK excluding London median salary £55,000 £50,000 £50,500
% change year-on-year
+10.00% -0.99%

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 Swindon region.

Database & Business Intelligence Category
Swindon
Permanent IT job ads with a match in the
Database & Business Intelligence category
112 226 197
As % of all permanent IT jobs located in Swindon 26.54% 38.18% 34.32%
Number of salaries quoted 95 208 174
Median salary £42,500 £50,000 £42,500
Median salary % change year-on-year
-15.00% +17.64%
90% offered a salary of more than £37,500 £32,500 £32,500
10% offered a salary of more than £62,500 £54,500 £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 Swindon

The demand trend of job ads across the Swindon 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 Swindon

Big Data
Salary Trend in Swindon

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Swindon region.

Big Data Salary Trend in Swindon

Big Data
Salary Histogram in Swindon

This chart provides a salary histogram for IT jobs citing Big Data across the Swindon region over the 3 months to 26 February 2017.

Big Data Salary Histogram in Swindon

Big Data
Top 30 Related IT Skills in Swindon

For the 6 months to 26 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 Swindon region with a requirement for Big Data.

1 9 (69.23%) Hadoop
2 7 (53.85%) Apache Spark
3 5 (38.46%) Data Centre
3 5 (38.46%) Intel
3 5 (38.46%) Degree
4 4 (30.77%) Business Intelligence
4 4 (30.77%) Data Architecture
4 4 (30.77%) Agile Software Development
4 4 (30.77%) Data Management
4 4 (30.77%) Java
4 4 (30.77%) Python
4 4 (30.77%) Data Warehouse
4 4 (30.77%) Impala
4 4 (30.77%) Amazon AWS
4 4 (30.77%) Apache Hive
4 4 (30.77%) Apache Pig
4 4 (30.77%) Sqoop
5 3 (23.08%) Big Data Analytics
5 3 (23.08%) Data Analytics
5 3 (23.08%) Amazon EC2
5 3 (23.08%) NoSQL
5 3 (23.08%) R
5 3 (23.08%) Machine Learning
5 3 (23.08%) RESTful
5 3 (23.08%) Theano
5 3 (23.08%) Customer Requirements
5 3 (23.08%) Algorithms
5 3 (23.08%) TensorFlow
5 3 (23.08%) Presales
5 3 (23.08%) Analytics

Big Data
Top Related IT Skills in Swindon 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 7 (53.85%) Apache Spark
2 4 (30.77%) Apache Pig
3 3 (23.08%) SAS
Applications
1 3 (23.08%) SPSS
Cloud Services
1 4 (30.77%) Amazon AWS
2 3 (23.08%) Amazon EC2
3 1 (7.69%) Amazon S3
3 1 (7.69%) G Suite
3 1 (7.69%) Google App Engine
3 1 (7.69%) Google Cloud Platform
3 1 (7.69%) Google Compute Engine
3 1 (7.69%) IaaS
Communications & Networking
1 2 (15.38%) Internet
2 1 (7.69%) Firewall
Database & Business Intelligence
1 9 (69.23%) Hadoop
2 4 (30.77%) Apache Hive
2 4 (30.77%) Data Warehouse
2 4 (30.77%) Impala
2 4 (30.77%) Sqoop
3 3 (23.08%) Data Mining
3 3 (23.08%) NoSQL
4 1 (7.69%) Amazon DynamoDB
4 1 (7.69%) BigQuery
4 1 (7.69%) MongoDB
4 1 (7.69%) MySQL
4 1 (7.69%) Relational Database
Development Applications
1 2 (15.38%) Git (software)
1 2 (15.38%) Jenkins
1 2 (15.38%) JIRA
1 2 (15.38%) Maven
2 1 (7.69%) Talend Open Studio
General
1 2 (15.38%) Finance
1 2 (15.38%) Marketing
1 2 (15.38%) Telecoms
Job Titles
1 4 (30.77%) Architect
1 4 (30.77%) Business Intelligence Architect
1 4 (30.77%) Business Intelligence Solutions Architect
1 4 (30.77%) Solutions Architect
2 3 (23.08%) Business Solution Architect
2 3 (23.08%) Developer
2 3 (23.08%) Machine Learning Specialist
2 3 (23.08%) Technical Specialist
3 2 (15.38%) C# Developer
3 2 (15.38%) Cloud Developer
3 2 (15.38%) Sales Director
3 2 (15.38%) Technical Director
3 2 (15.38%) Technical Sales Director
4 1 (7.69%) Big Data Architect
4 1 (7.69%) C# .NET Developer
4 1 (7.69%) J2EE Developer
4 1 (7.69%) Lead DevOps
4 1 (7.69%) Senior J2EE Developer
4 1 (7.69%) Senior Java Developer
4 1 (7.69%) Team Leader
Libraries, Frameworks & Software Standards
1 3 (23.08%) MLlib
1 3 (23.08%) RESTful
1 3 (23.08%) scikit-learn
1 3 (23.08%) TensorFlow
1 3 (23.08%) Theano
2 2 (15.38%) Web Services
3 1 (7.69%) .NET
3 1 (7.69%) Google Maps API
3 1 (7.69%) J2EE
3 1 (7.69%) jQuery
3 1 (7.69%) OAuth
3 1 (7.69%) Servlets
3 1 (7.69%) Spring
Miscellaneous
1 5 (38.46%) Data Centre
2 3 (23.08%) Algorithms
3 2 (15.38%) Analytical Skills
3 2 (15.38%) Internet of Things
4 1 (7.69%) Replication
Operating Systems
1 1 (7.69%) CentOS
1 1 (7.69%) Fedora
1 1 (7.69%) Linux
1 1 (7.69%) Red Hat Enterprise Linux
1 1 (7.69%) VMS
Processes & Methodologies
1 4 (30.77%) Agile Software Development
1 4 (30.77%) Business Intelligence
1 4 (30.77%) Data Architecture
1 4 (30.77%) Data Management
2 3 (23.08%) Analytics
2 3 (23.08%) Big Data Analytics
2 3 (23.08%) Continuous Integration
2 3 (23.08%) Customer Requirements
2 3 (23.08%) Data Analytics
2 3 (23.08%) Machine Learning
2 3 (23.08%) Mathematics
2 3 (23.08%) Presales
2 3 (23.08%) Statistics
2 3 (23.08%) UML
3 2 (15.38%) CRM
3 2 (15.38%) User Stories
3 2 (15.38%) Web Development
4 1 (7.69%) Load Balancing
4 1 (7.69%) Release Management
4 1 (7.69%) Software Engineering
Programming Languages
1 4 (30.77%) Java
1 4 (30.77%) Python
2 3 (23.08%) C#
2 3 (23.08%) R
3 1 (7.69%) AWK
3 1 (7.69%) Bash Shell
3 1 (7.69%) JavaScript
3 1 (7.69%) Perl
3 1 (7.69%) PHP
3 1 (7.69%) Ruby
3 1 (7.69%) sed
Qualifications
1 5 (38.46%) Degree
System Software
1 1 (7.69%) Docker
1 1 (7.69%) iptables
1 1 (7.69%) KVM
1 1 (7.69%) Virtual Machines
1 1 (7.69%) VMware Infrastructure
1 1 (7.69%) vSphere
1 1 (7.69%) Xen
Systems Management
1 1 (7.69%) Ansible
1 1 (7.69%) Opscode Chef
1 1 (7.69%) Puppet
1 1 (7.69%) Salt
Vendors
1 5 (38.46%) Intel
2 2 (15.38%) Google
2 2 (15.38%) Salesforce.com
3 1 (7.69%) Red Hat
3 1 (7.69%) Talend
3 1 (7.69%) VMware