The following table provides summary statistics for permanent job vacancies advertised in Ipswich 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 30 March 2017 with a comparison to the same period in the previous 2 years.

Big Data
Suffolk / Ipswich
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 21 31 53
Rank change year-on-year +10 +22  
Permanent jobs citing Big Data 5 29 4
As % of all permanent IT jobs advertised in Ipswich 3.40% 6.79% 1.02%
As % of the Database & Business Intelligence category 11.90% 21.17% 3.60%
Number of salaries quoted 5 16 4
Median salary £42,500 £50,000 £40,000
Median salary % change year-on-year -15.00% +25.00%  
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 Ipswich with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Ipswich
Permanent job vacancies with a requirement for database and business intelligence skills 42 137 111
As % of all permanent IT job vacancies advertised in Ipswich 28.57% 32.08% 28.32%
Number of salaries quoted 38 111 103
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £40,000 £21,500 £27,500
10% offered a salary of more than £59,750 £55,000 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Ipswich

The job posting trend of jobs advertised in Ipswich 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 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 in Ipswich.

Salary trend for Big Data in Ipswich

For the 6 months to 30 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 Ipswich region with a requirement for Big Data.

1 8 (61.54%) Apache Hive
2 7 (53.85%) Agile Software Development
3 6 (46.15%) Java
3 6 (46.15%) SQL Server
3 6 (46.15%) Python
3 6 (46.15%) Hadoop
3 6 (46.15%) NoSQL
3 6 (46.15%) Analytics
4 5 (38.46%) Apache Spark
4 5 (38.46%) Relational Database
4 5 (38.46%) MongoDB
4 5 (38.46%) SQL
5 4 (30.77%) Data Warehouse
5 4 (30.77%) Java EE
5 4 (30.77%) Apache Pig
6 3 (23.08%) Amazon DynamoDB
6 3 (23.08%) Oozie
6 3 (23.08%) Impala
6 3 (23.08%) SQL Server Integration Services
6 3 (23.08%) Ruby
6 3 (23.08%) SQL Server 2008
6 3 (23.08%) Microsoft Azure
6 3 (23.08%) Amazon AWS
6 3 (23.08%) SOA
6 3 (23.08%) ETL
6 3 (23.08%) RDBMS
6 3 (23.08%) Web Services
6 3 (23.08%) TDD
7 2 (15.38%) Linux
7 2 (15.38%) UML

Big Data
Co-occurring 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 5 (38.46%) Apache Spark
2 4 (30.77%) Apache Pig
3 2 (15.38%) Elasticsearch
Cloud Services
1 3 (23.08%) Amazon AWS
1 3 (23.08%) Microsoft Azure
2 2 (15.38%) Google Cloud Platform
3 1 (7.69%) Cloud Computing
Communications & Networking
1 2 (15.38%) Internet
Database & Business Intelligence
1 8 (61.54%) Apache Hive
2 6 (46.15%) Hadoop
2 6 (46.15%) NoSQL
2 6 (46.15%) SQL Server
3 5 (38.46%) MongoDB
3 5 (38.46%) Relational Database
4 4 (30.77%) Data Warehouse
5 3 (23.08%) Amazon DynamoDB
5 3 (23.08%) Impala
5 3 (23.08%) RDBMS
5 3 (23.08%) SQL Server 2008
5 3 (23.08%) SQL Server Integration Services
6 2 (15.38%) Apache Cassandra
6 2 (15.38%) Neo4j
6 2 (15.38%) Presto
7 1 (7.69%) Kalido
General
1 1 (7.69%) Finance
1 1 (7.69%) Marketing
Job Titles
1 6 (46.15%) Developer
2 5 (38.46%) Architect
3 3 (23.08%) Big Data Developer
3 3 (23.08%) Java Architect
3 3 (23.08%) Java Technical Architect
3 3 (23.08%) Python Developer
3 3 (23.08%) Technical Architect
4 2 (15.38%) Data Architect
4 2 (15.38%) Data Engineer
4 2 (15.38%) Data Manager
4 2 (15.38%) Data Scientist
4 2 (15.38%) Java Developer
4 2 (15.38%) Service Manager
4 2 (15.38%) Solutions Architect
4 2 (15.38%) Technical Developer
5 1 (7.69%) Apache Spark Developer
5 1 (7.69%) Developer/Software Engineer
5 1 (7.69%) ETL Developer
5 1 (7.69%) Software Developer
5 1 (7.69%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (30.77%) Java EE
2 3 (23.08%) Web Services
3 2 (15.38%) Ajax
3 2 (15.38%) Apache Camel
3 2 (15.38%) jQuery
3 2 (15.38%) MLlib
3 2 (15.38%) OSGi
4 1 (7.69%) REST
4 1 (7.69%) SOAP
Miscellaneous
1 2 (15.38%) Algorithms
1 2 (15.38%) Analytical Skills
1 2 (15.38%) DataPower
1 2 (15.38%) Internet of Things
2 1 (7.69%) Cyberthreat
Operating Systems
1 2 (15.38%) Linux
Processes & Methodologies
1 7 (53.85%) Agile Software Development
2 6 (46.15%) Analytics
3 3 (23.08%) ETL
3 3 (23.08%) SOA
3 3 (23.08%) TDD
4 2 (15.38%) Data Architecture
4 2 (15.38%) Data Integration
4 2 (15.38%) Data Management
4 2 (15.38%) Data Modelling
4 2 (15.38%) Data Privacy
4 2 (15.38%) EAI
4 2 (15.38%) Kalman Filter
4 2 (15.38%) Kimball Methodology
4 2 (15.38%) Machine Learning
4 2 (15.38%) Mathematics
4 2 (15.38%) Predictive Modelling
4 2 (15.38%) Process Improvement
4 2 (15.38%) UML
4 2 (15.38%) Visualisation
4 2 (15.38%) Web Application Development
Programming Languages
1 6 (46.15%) Java
1 6 (46.15%) Python
2 5 (38.46%) SQL
3 3 (23.08%) Ruby
4 2 (15.38%) Clojure
4 2 (15.38%) Groovy
4 2 (15.38%) MATLAB
4 2 (15.38%) R
4 2 (15.38%) Scala
5 1 (7.69%) C
5 1 (7.69%) C++
Qualifications
1 1 (7.69%) CCA
1 1 (7.69%) Citrix Certification
1 1 (7.69%) Degree
1 1 (7.69%) MCSA
1 1 (7.69%) MCSD
1 1 (7.69%) Microsoft Certification
Systems Management
1 3 (23.08%) Oozie
Vendors
1 2 (15.38%) Google
2 1 (7.69%) Cloudera
2 1 (7.69%) Informatica
2 1 (7.69%) Oracle