The table below looks at the statistics for Big Data skills in IT contracts advertised for the Hampshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Big Data over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Big Data
South East / Hampshire
Rank 80 117 123
Rank change year-on-year
+37 +6
Contract jobs citing Big Data 26 1 1
As % of all contract IT jobs located in Hampshire 1.46% 0.053% 0.048%
As % of the Database & Business Intelligence category 8.61% 0.29% 0.25%
Number of daily rates quoted 11 1 1
Median daily rate £519 £550 £450
Median daily rate % change year-on-year
-5.68% +22.22%
UK excluding London median daily rate £500 £475 £475
% change year-on-year
+5.26% -
Number of hourly rates quoted 1 0 0
Median hourly rate £27.50 - -
UK excluding London median hourly rate £47.00 £46.50 £36.50
% change year-on-year
+1.07% +27.39%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Hampshire region.

Database & Business Intelligence Category
Hampshire
Contract IT job ads with a match in the
Database & Business Intelligence category
302 343 401
As % of all contract IT jobs located in Hampshire 16.97% 18.18% 19.38%
Number of daily rates quoted 191 217 215
Median daily rate £400 £389 £380
Median daily rate % change year-on-year
+2.89% +2.30%
90% offered a daily rate of more than £280 £295 £250
10% offered a daily rate of more than £500 £550 £450
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 14 8 7
Median hourly rate £22.50 £38.05 £30.00
Median hourly rate % change year-on-year
-40.86% +26.83%
90% offered a hourly rate of more than £17.00 £10.50 £9.80
10% offered a hourly rate of more than £43.50 £47.83 £50.00
UK excluding London median hourly rate £38.00 £32.50 £32.50
% change year-on-year
+16.92% -

Big Data
Jobs Demand Trend in Hampshire

The demand trend of contract jobs across the Hampshire region citing Big Data as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Hampshire

Big Data
Daily Rate Trend in Hampshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Big Data across the Hampshire region.

Big Data Daily Rate Trend in Hampshire

Big Data
Daily Rate Histogram in Hampshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Big Data across the Hampshire region over the 3 months to 21 February 2017.

Big Data Daily Rate Histogram in Hampshire

Big Data
Hourly Rate Trend in Hampshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Big Data across the Hampshire region.

Big Data Hourly Rate Trend in Hampshire

Big Data
Contract Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Big Data within the Hampshire region over the 3 months to 21 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton - 9 £438 - 5
Farnborough - 3 £700 - 1
Basingstoke - 1 £145 -
Eastleigh - 1 - -
Fareham - 1 £145 -
Portsmouth - 1 £145 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 21 February 2017, IT contractor 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 contract ads across the Hampshire region with a requirement for Big Data.

1 30 (56.60%) Hadoop
2 15 (28.30%) HBase
2 15 (28.30%) Scala
2 15 (28.30%) Apache Spark
2 15 (28.30%) Java
2 15 (28.30%) Agile Software Development
3 13 (24.53%) Apache Hive
4 12 (22.64%) SQL
4 12 (22.64%) Python
5 11 (20.75%) Business Intelligence
5 11 (20.75%) TDD
5 11 (20.75%) BDD
5 11 (20.75%) Microsoft Azure
5 11 (20.75%) NoSQL
5 11 (20.75%) Cloudera
6 10 (18.87%) DevOps
6 10 (18.87%) Finance
6 10 (18.87%) Linux
6 10 (18.87%) ETL
7 9 (16.98%) Relational Database
7 9 (16.98%) HDFS
7 9 (16.98%) Analytical Skills
7 9 (16.98%) Power BI
7 9 (16.98%) Analytics
7 9 (16.98%) R
8 8 (15.09%) Amazon AWS
8 8 (15.09%) Security Cleared
8 8 (15.09%) Oracle
8 8 (15.09%) Data Management
8 8 (15.09%) Data Integration

Big Data
Top Related IT Skills in Hampshire 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 15 (28.30%) Apache Spark
2 6 (11.32%) Apache
2 6 (11.32%) Cloud Foundry
3 5 (9.43%) Tomcat
4 3 (5.66%) GemFire
4 3 (5.66%) SAS
5 2 (3.77%) Apache Pig
5 2 (3.77%) ArcGIS
6 1 (1.89%) Elasticsearch
6 1 (1.89%) Jupyter
6 1 (1.89%) SharePoint
Applications
1 3 (5.66%) Stata
Cloud Services
1 11 (20.75%) Microsoft Azure
2 8 (15.09%) Amazon AWS
3 5 (9.43%) PaaS
4 3 (5.66%) GitHub
5 2 (3.77%) Office 365
6 1 (1.89%) Amazon EMR
6 1 (1.89%) Amazon S3
6 1 (1.89%) AWS Lambda
Communications & Networking
1 2 (3.77%) WAN
2 1 (1.89%) Kerberos
Database & Business Intelligence
1 30 (56.60%) Hadoop
2 15 (28.30%) HBase
3 13 (24.53%) Apache Hive
4 11 (20.75%) NoSQL
5 9 (16.98%) Power BI
5 9 (16.98%) Relational Database
6 7 (13.21%) RDBMS
6 7 (13.21%) SQL Server
7 6 (11.32%) Apache Cassandra
7 6 (11.32%) Data Warehouse
7 6 (11.32%) IBM InfoSphere
7 6 (11.32%) MongoDB
7 6 (11.32%) PostgreSQL
8 5 (9.43%) Azure SQL Database
9 3 (5.66%) MySQL
9 3 (5.66%) OLTP
10 2 (3.77%) GIS
10 2 (3.77%) QGIS
10 2 (3.77%) Text Mining
11 1 (1.89%) Spatial Data
Development Applications
1 6 (11.32%) Jenkins
2 5 (9.43%) Gradle
3 3 (5.66%) Eclipse
3 3 (5.66%) Git (software)
3 3 (5.66%) Hudson
3 3 (5.66%) JUnit
4 2 (3.77%) Selenium
5 1 (1.89%) JMeter
5 1 (1.89%) LoadRunner
5 1 (1.89%) SoapUI
General
1 10 (18.87%) Finance
2 3 (5.66%) Military
2 3 (5.66%) Retail
3 2 (3.77%) Financial Institution
Job Titles
1 15 (28.30%) Architect
2 14 (26.42%) Data Architect
2 14 (26.42%) Developer
3 12 (22.64%) Big Data Developer
4 10 (18.87%) Java Developer
5 7 (13.21%) Big Data Architect
6 5 (9.43%) Java Team Leader
6 5 (9.43%) Team Leader
7 4 (7.55%) Analyst
7 4 (7.55%) Scala Developer
7 4 (7.55%) Senior Developer
7 4 (7.55%) Senior Java Developer
8 3 (5.66%) Big Data Engineer
8 3 (5.66%) Cloud Architect
8 3 (5.66%) Cloud Developer
8 3 (5.66%) DevOps Administrator
8 3 (5.66%) Hadoop Developer
8 3 (5.66%) Linux DevOps Administrator
8 3 (5.66%) Senior Big Data Developer
8 3 (5.66%) Technical Developer
Libraries, Frameworks & Software Standards
1 7 (13.21%) Spring
2 5 (9.43%) Kafka
2 5 (9.43%) PostGIS
2 5 (9.43%) Spark Streaming
3 4 (7.55%) Django
3 4 (7.55%) JSON
4 3 (5.66%) Flash
4 3 (5.66%) JFC
4 3 (5.66%) RabbitMQ
4 3 (5.66%) Spring Boot
4 3 (5.66%) Spring Integration
5 2 (3.77%) Node.js
5 2 (3.77%) REST
5 2 (3.77%) Web Services
6 1 (1.89%) Flask
6 1 (1.89%) SOAP
6 1 (1.89%) XML
6 1 (1.89%) XSD
Miscellaneous
1 9 (16.98%) Analytical Skills
2 5 (9.43%) Management Information System
3 2 (3.77%) Algorithms
3 2 (3.77%) Hedge funds
3 2 (3.77%) Linux Command Line
3 2 (3.77%) Virtual Team
4 1 (1.89%) Data Centre
4 1 (1.89%) Data Protection Act
Operating Systems
1 10 (18.87%) Linux
2 4 (7.55%) Unix
3 3 (5.66%) CentOS
3 3 (5.66%) Red Hat Enterprise Linux
3 3 (5.66%) Ubuntu
4 2 (3.77%) Windows
Processes & Methodologies
1 15 (28.30%) Agile Software Development
2 11 (20.75%) BDD
2 11 (20.75%) Business Intelligence
2 11 (20.75%) TDD
3 10 (18.87%) DevOps
3 10 (18.87%) ETL
4 9 (16.98%) Analytics
5 8 (15.09%) Data Integration
5 8 (15.09%) Data Management
6 7 (13.21%) Data Modelling
7 6 (11.32%) Data Analytics
7 6 (11.32%) Data Governance
7 6 (11.32%) Stakeholder Management
7 6 (11.32%) UML
8 5 (9.43%) Continuous Integration
8 5 (9.43%) Data Architecture
8 5 (9.43%) Event-Driven Architecture
8 5 (9.43%) Master Data Management
8 5 (9.43%) Metadata Management
8 5 (9.43%) Visualisation
Programming Languages
1 15 (28.30%) Java
1 15 (28.30%) Scala
2 12 (22.64%) Python
2 12 (22.64%) SQL
3 9 (16.98%) R
4 3 (5.66%) Shell Script
5 2 (3.77%) C
6 1 (1.89%) C++
6 1 (1.89%) Go
6 1 (1.89%) Perl
6 1 (1.89%) Ruby
Qualifications
1 8 (15.09%) Security Cleared
2 5 (9.43%) Degree
3 4 (7.55%) DV Cleared
3 4 (7.55%) Postgraduate
3 4 (7.55%) SC Cleared
4 1 (1.89%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (7.55%) QA
System Software
1 9 (16.98%) HDFS
2 3 (5.66%) VMware Infrastructure
Systems Management
1 4 (7.55%) Ansible
2 3 (5.66%) Opscode Chef
2 3 (5.66%) Puppet
3 2 (3.77%) SCOM
Vendors
1 11 (20.75%) Cloudera
2 8 (15.09%) Oracle
3 6 (11.32%) IBM
3 6 (11.32%) Informatica
3 6 (11.32%) Red Hat
3 6 (11.32%) SAP
3 6 (11.32%) Tableau
4 5 (9.43%) ESRI
4 5 (9.43%) MapR
4 5 (9.43%) Microsoft
5 3 (5.66%) VMware
6 2 (3.77%) Hortonworks
6 2 (3.77%) Splunk
7 1 (1.89%) Ab Initio
7 1 (1.89%) Actian
7 1 (1.89%) Adobe
7 1 (1.89%) MicroStrategy
7 1 (1.89%) ParAccel
7 1 (1.89%) Sybase
7 1 (1.89%) Teradata