The following table provides summary statistics for contract job vacancies advertised in Hampshire with a requirement for Big Data skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Big Data over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Big Data
South East / Hampshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 81 102 109
Rank change year-on-year +21 +7  
Contract jobs citing Big Data 24 10 10
As % of all contract IT jobs advertised in Hampshire 1.37% 0.51% 0.46%
As % of the Database & Business Intelligence category 6.38% 2.39% 2.29%
Number of daily rates quoted 13 3 6
Median daily rate £550 £550 £488
Median daily rate % change year-on-year - +12.82%  
90% offered a daily rate of more than £400 £550 £363
10% offered a daily rate of more than £900 £590 £625
UK excluding London median daily rate £436 £450 £475
% change year-on-year -3.05% -5.26%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £50.00 - £16.00

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 contract job vacancies advertised in Hampshire with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Hampshire
Contract job vacancies with a requirement for database and business intelligence skills 376 418 437
As % of all contract IT job vacancies advertised in Hampshire 21.40% 21.29% 20.29%
Number of daily rates quoted 230 287 290
Median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.66% -  
90% offered a daily rate of more than £250 £300 £275
10% offered a daily rate of more than £500 £487 £475
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 14 11 4
Median hourly rate £42.50 £44.75 £19.50
Median hourly rate % change year-on-year -5.02% +129.48%  
90% offered a hourly rate of more than £25.00 £30.00 £10.00
10% offered a hourly rate of more than £46.00 £55.00 £22.50
UK excluding London median hourly rate £38.00 £30.50 £26.00
% change year-on-year +24.59% +17.30%  

Big Data
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire citing Big Data as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Hampshire

Big Data
Contractor Daily Rate Trend in Hampshire

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

Contractor daily rate trend for Big Data in Hampshire

Big Data
Contractor Daily Rate Histogram in Hampshire

The daily rate distribution of IT jobs citing Big Data in Hampshire over the 3 months to 25 June 2017.

Contractor daily rate histogram for Big Data in Hampshire

Big Data
Contractor Hourly Rate Trend in Hampshire

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

Contractor hourly rate trend for Big Data 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 25 June 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 - 13 £550 -
Farnborough +6 3 - - 1
Fareham +1 2 £450 -25.00% 2
Hook +7 1 £250 -
Havant - 1 - -
Big Data
South East

For the 6 months to 25 June 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 21 (45.65%) Hadoop
2 15 (32.61%) SQL
3 13 (28.26%) Visualisation
3 13 (28.26%) Analytics
4 12 (26.09%) Microsoft Azure
4 12 (26.09%) Data Integration
5 11 (23.91%) Linux
5 11 (23.91%) ETL
5 11 (23.91%) Data Analytics
5 11 (23.91%) DevOps
6 10 (21.74%) Big Data Analytics
7 9 (19.57%) Data Visualisation
7 9 (19.57%) Tableau
7 9 (19.57%) Virtual Team
7 9 (19.57%) Data Warehouse
7 9 (19.57%) Oracle
7 9 (19.57%) Stakeholder Management
8 8 (17.39%) Apache
8 8 (17.39%) Business Intelligence
8 8 (17.39%) Microsoft
8 8 (17.39%) Ubuntu
8 8 (17.39%) Greenfield Project
8 8 (17.39%) MapR
9 7 (15.22%) Process Improvement
9 7 (15.22%) Kafka
9 7 (15.22%) VMware Infrastructure
9 7 (15.22%) VMware
10 6 (13.04%) Agile Software Development
10 6 (13.04%) WAN
10 6 (13.04%) IBM

Big Data
Co-occurring 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 8 (17.39%) Apache
2 5 (10.87%) Apache Spark
3 1 (2.17%) Apache Solr
3 1 (2.17%) SharePoint
Applications
1 2 (4.35%) Spreadsheet
1 2 (4.35%) SPSS
Business Applications
1 3 (6.52%) Oracle Applications
Cloud Services
1 12 (26.09%) Microsoft Azure
2 6 (13.04%) Office 365
3 5 (10.87%) Amazon AWS
4 3 (6.52%) GitHub
4 3 (6.52%) SaaS
5 2 (4.35%) PaaS
6 1 (2.17%) IaaS
Communications & Networking
1 6 (13.04%) WAN
Database & Business Intelligence
1 21 (45.65%) Hadoop
2 9 (19.57%) Data Warehouse
3 6 (13.04%) Geospatial Data
4 5 (10.87%) Apache Hive
4 5 (10.87%) Azure SQL Database
4 5 (10.87%) IBM InfoSphere
4 5 (10.87%) NoSQL
4 5 (10.87%) Power BI
4 5 (10.87%) SQL Server
5 4 (8.70%) HBase
5 4 (8.70%) Sqoop
6 3 (6.52%) Apache Cassandra
6 3 (6.52%) MongoDB
6 3 (6.52%) Parquet
7 2 (4.35%) Data Mining
8 1 (2.17%) IBM BigInsights
8 1 (2.17%) Impala
8 1 (2.17%) RDBMS
8 1 (2.17%) Relational Database
Development Applications
1 4 (8.70%) Jenkins
2 3 (6.52%) Git (software)
2 3 (6.52%) Gradle
3 1 (2.17%) Hudson
3 1 (2.17%) Team Foundation Server
General
1 3 (6.52%) Finance
1 3 (6.52%) Military
2 2 (4.35%) Financial Institution
2 2 (4.35%) Retail
3 1 (2.17%) Telecoms
Job Titles
1 17 (36.96%) Architect
2 14 (30.43%) Data Architect
3 9 (19.57%) Big Data Architect
4 6 (13.04%) Developer
4 6 (13.04%) Monitoring Specialist
5 5 (10.87%) Big Data Developer
6 4 (8.70%) Administrator
6 4 (8.70%) Consultant
6 4 (8.70%) Geospatial Architect
7 3 (6.52%) Cloud Architect
7 3 (6.52%) Java Developer
7 3 (6.52%) Linux Administrator
7 3 (6.52%) Linux Developer
7 3 (6.52%) Project Leader
8 2 (4.35%) Data Scientist
8 2 (4.35%) Hadoop Developer
8 2 (4.35%) Java Hadoop Developer
8 2 (4.35%) Linux Systems Administrator
8 2 (4.35%) Security Architect
8 2 (4.35%) Strategy Consultant
Libraries, Frameworks & Software Standards
1 7 (15.22%) Kafka
2 5 (10.87%) Apache Drill
2 5 (10.87%) PostGIS
3 4 (8.70%) JSON
3 4 (8.70%) REST
4 3 (6.52%) Akka
4 3 (6.52%) J2EE
4 3 (6.52%) JFC
4 3 (6.52%) Middleware
4 3 (6.52%) RabbitMQ
4 3 (6.52%) Spring
5 1 (2.17%) Apache Avro
5 1 (2.17%) Sensu
5 1 (2.17%) Web Services
5 1 (2.17%) XML
Miscellaneous
1 9 (19.57%) Virtual Team
2 8 (17.39%) Greenfield Project
3 5 (10.87%) Management Information System
4 3 (6.52%) Analytical Skills
4 3 (6.52%) Computer Science
4 3 (6.52%) Linux Command Line
5 2 (4.35%) Hedge funds
6 1 (2.17%) Data Centre
6 1 (2.17%) MPEG
6 1 (2.17%) STB
6 1 (2.17%) Video on Demand
Operating Systems
1 11 (23.91%) Linux
2 8 (17.39%) Ubuntu
3 5 (10.87%) Unix
4 2 (4.35%) Debian
5 1 (2.17%) CentOS
5 1 (2.17%) Red Hat Enterprise Linux
Processes & Methodologies
1 13 (28.26%) Analytics
1 13 (28.26%) Visualisation
2 12 (26.09%) Data Integration
3 11 (23.91%) Data Analytics
3 11 (23.91%) DevOps
3 11 (23.91%) ETL
4 10 (21.74%) Big Data Analytics
5 9 (19.57%) Data Visualisation
5 9 (19.57%) Stakeholder Management
6 8 (17.39%) Business Intelligence
7 7 (15.22%) Process Improvement
8 6 (13.04%) Agile Software Development
8 6 (13.04%) Data Governance
8 6 (13.04%) Data Management
8 6 (13.04%) Data Modelling
8 6 (13.04%) Problem Management
8 6 (13.04%) UML
9 5 (10.87%) Enterprise Data Management
9 5 (10.87%) ERD
9 5 (10.87%) Technical Architecture
Programming Languages
1 15 (32.61%) SQL
2 3 (6.52%) Java
2 3 (6.52%) Python
2 3 (6.52%) Shell Script
3 2 (4.35%) Perl
4 1 (2.17%) C
Qualifications
1 6 (13.04%) Security Cleared
2 5 (10.87%) Degree
3 4 (8.70%) DV Cleared
4 2 (4.35%) MBA
4 2 (4.35%) SC Cleared
5 1 (2.17%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.17%) Actionable Recommendations
System Software
1 7 (15.22%) VMware Infrastructure
2 5 (10.87%) HDFS
3 3 (6.52%) Apache Flume
4 2 (4.35%) Apache ZooKeeper
Systems Management
1 6 (13.04%) SCOM
2 4 (8.70%) Hadoop YARN
3 1 (2.17%) Ambari
3 1 (2.17%) Ansible
3 1 (2.17%) Control-M
3 1 (2.17%) Oozie
3 1 (2.17%) Opscode Chef
3 1 (2.17%) Puppet
Vendors
1 9 (19.57%) Oracle
1 9 (19.57%) Tableau
2 8 (17.39%) MapR
2 8 (17.39%) Microsoft
3 7 (15.22%) VMware
4 6 (13.04%) IBM
5 5 (10.87%) ESRI
5 5 (10.87%) Informatica
5 5 (10.87%) SAP
6 3 (6.52%) Cloudera
7 2 (4.35%) Red Hat
8 1 (2.17%) Splunk