The table below looks at the statistics for Big Data skills in IT jobs advertised for the Ipswich region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 32 24 35
Rank change year-on-year
-8 +11
Permanent jobs citing Big Data 9 27 17
As % of all permanent IT jobs located in Ipswich 3.80% 8.16% 5.56%
As % of the Database & Business Intelligence category 12.33% 23.89% 14.17%
Number of salaries quoted 7 24 10
Median salary £50,000 £50,000 £40,000
Median salary % change year-on-year
- +25.00%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £80,000 £62,000 £57,500
UK excluding London median salary £53,000 £51,250 £47,500
% change year-on-year
+3.41% +7.89%
Big Data
Suffolk

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 Ipswich region.

Database & Business Intelligence Category
Ipswich
Permanent IT job ads with a match in the
Database & Business Intelligence category
73 113 120
As % of all permanent IT jobs located in Ipswich 30.80% 34.14% 39.22%
Number of salaries quoted 61 102 98
Median salary £50,000 £40,000 £40,000
Median salary % change year-on-year
+25.00% -
90% offered a salary of more than £34,800 £30,000 £28,500
10% offered a salary of more than £80,000 £57,500 £55,000
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 Ipswich

The demand trend of job ads across the Ipswich 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 Ipswich

Big Data
Salary Trend in Ipswich

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

Big Data Salary Trend in Ipswich

Big Data
Salary Histogram in Ipswich

This chart provides a salary histogram for IT jobs citing Big Data across the Ipswich region over the 3 months to 5 December 2016.

Big Data Salary Histogram in Ipswich

Big Data
Top 30 Related IT Skills in Ipswich

For the 6 months to 5 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 Ipswich region with a requirement for Big Data.

1 16 (100.00%) Java
2 10 (62.50%) Python
2 10 (62.50%) Agile Software Development
3 8 (50.00%) Java EE
3 8 (50.00%) C++
3 8 (50.00%) Hadoop
4 7 (43.75%) NoSQL
4 7 (43.75%) Apache Hive
4 7 (43.75%) MongoDB
4 7 (43.75%) SQL
4 7 (43.75%) Ruby
5 6 (37.50%) Apache Pig
5 6 (37.50%) Scala
5 6 (37.50%) Cybersecurity
6 5 (31.25%) Software Engineering
6 5 (31.25%) Amazon DynamoDB
6 5 (31.25%) TDD
7 4 (25.00%) UML
7 4 (25.00%) SOA
7 4 (25.00%) jQuery
7 4 (25.00%) Groovy
7 4 (25.00%) Ajax
7 4 (25.00%) Apache Camel
7 4 (25.00%) Neo4j
7 4 (25.00%) Web Application Development
7 4 (25.00%) DataPower
7 4 (25.00%) OSGi
8 3 (18.75%) Visualisation
8 3 (18.75%) Analytics
8 3 (18.75%) Linux

Big Data
Top Related IT Skills in Ipswich 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 6 (37.50%) Apache Pig
2 2 (12.50%) Apache Spark
2 2 (12.50%) Elasticsearch
3 1 (6.25%) WebLogic
Cloud Services
1 2 (12.50%) Amazon AWS
1 2 (12.50%) Google Cloud Platform
1 2 (12.50%) Microsoft Azure
Communications & Networking
1 2 (12.50%) Internet
1 2 (12.50%) Network Security
2 1 (6.25%) HTTP
Database & Business Intelligence
1 8 (50.00%) Hadoop
2 7 (43.75%) Apache Hive
2 7 (43.75%) MongoDB
2 7 (43.75%) NoSQL
3 5 (31.25%) Amazon DynamoDB
4 4 (25.00%) Neo4j
5 2 (12.50%) Apache Cassandra
5 2 (12.50%) Presto
6 1 (6.25%) DB2
6 1 (6.25%) Oracle Database
6 1 (6.25%) SQL Server
6 1 (6.25%) SQL Server 2012
Job Titles
1 8 (50.00%) Developer
2 5 (31.25%) Architect
2 5 (31.25%) Java Architect
2 5 (31.25%) Java Technical Architect
2 5 (31.25%) Software Developer
2 5 (31.25%) Software Engineer
2 5 (31.25%) Technical Architect
3 3 (18.75%) Developer/Software Engineer
4 2 (12.50%) C++ Software Engineer
4 2 (12.50%) Data Engineer
4 2 (12.50%) Data Scientist
4 2 (12.50%) Graduate
4 2 (12.50%) Graduate Developer
4 2 (12.50%) Graduate Software Developer
4 2 (12.50%) Java Developer
4 2 (12.50%) Python Software Engineer
4 2 (12.50%) Technical Developer
5 1 (6.25%) Consultant
5 1 (6.25%) Programmer
5 1 (6.25%) Technical Consultant
Libraries, Frameworks & Software Standards
1 8 (50.00%) Java EE
2 4 (25.00%) Ajax
2 4 (25.00%) Apache Camel
2 4 (25.00%) jQuery
2 4 (25.00%) OSGi
3 2 (12.50%) MLlib
3 2 (12.50%) RESTful
3 2 (12.50%) XML
4 1 (6.25%) AngularJS
4 1 (6.25%) EJB
4 1 (6.25%) Hibernate
4 1 (6.25%) HTML
4 1 (6.25%) J2EE
4 1 (6.25%) REST
4 1 (6.25%) SOAP
4 1 (6.25%) Spring
4 1 (6.25%) Web Services
Miscellaneous
1 4 (25.00%) DataPower
2 3 (18.75%) Visualisation
3 2 (12.50%) Algorithms
3 2 (12.50%) Computer Science
3 2 (12.50%) Cyberthreat
3 2 (12.50%) Internet of Things
3 2 (12.50%) Mathematics
4 1 (6.25%) Analytical Skills
4 1 (6.25%) Cybercrime
4 1 (6.25%) iPhone
4 1 (6.25%) Management Information System
Operating Systems
1 3 (18.75%) Linux
2 2 (12.50%) Windows
3 1 (6.25%) AIX
3 1 (6.25%) Android
3 1 (6.25%) Unix
3 1 (6.25%) Windows Phone
Processes & Methodologies
1 10 (62.50%) Agile Software Development
2 6 (37.50%) Cybersecurity
3 5 (31.25%) Software Engineering
3 5 (31.25%) TDD
4 4 (25.00%) SOA
4 4 (25.00%) UML
4 4 (25.00%) Web Application Development
5 3 (18.75%) Analytics
6 2 (12.50%) Data Analytics
6 2 (12.50%) Data Privacy
6 2 (12.50%) Disruptive Innovation
6 2 (12.50%) Machine Learning
6 2 (12.50%) Predictive Modelling
7 1 (6.25%) Automated Testing
7 1 (6.25%) Data Governance
7 1 (6.25%) Information Management
7 1 (6.25%) Network Design
7 1 (6.25%) Scrum
7 1 (6.25%) Stakeholder Management
7 1 (6.25%) Web Development
Programming Languages
1 16 (100.00%) Java
2 10 (62.50%) Python
3 8 (50.00%) C++
4 7 (43.75%) Ruby
4 7 (43.75%) SQL
5 6 (37.50%) Scala
6 4 (25.00%) Groovy
7 2 (12.50%) C
7 2 (12.50%) Clojure
7 2 (12.50%) JavaScript
7 2 (12.50%) MATLAB
7 2 (12.50%) R
8 1 (6.25%) C#
8 1 (6.25%) Objective-C
8 1 (6.25%) Shell Script
Qualifications
1 2 (12.50%) Degree
2 1 (6.25%) DV Cleared
2 1 (6.25%) SC Cleared
2 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
Vendors
1 2 (12.50%) Cloudera
1 2 (12.50%) Google
1 2 (12.50%) Oracle
2 1 (6.25%) Cognizant
2 1 (6.25%) Trillium