The table below looks at the statistics for Hadoop skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Hadoop over the 3 months to 29 June 2016 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
29 Jun 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 127 130 -
Rank change year-on-year
+3 -
Contract jobs citing Hadoop 21 5 0
As % of all contract IT jobs located in Scotland 0.71% 0.17% -
As % of the Database & Business Intelligence category 3.01% 0.80% -
Number of daily rates quoted 9 2 0
Median daily rate £500 £451 -
Median daily rate % change year-on-year
+10.98% -
UK excluding London median daily rate £450 £450 £425
% change year-on-year
- +5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £25.00 £26.00 -
% change year-on-year
-3.84% -
Hadoop
UK

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 Scotland region.

Database & Business Intelligence Category
Scotland
Contract IT job ads with a match in the
Database & Business Intelligence category
697 624 543
As % of all contract IT jobs located in Scotland 23.56% 20.70% 20.27%
Number of daily rates quoted 394 329 292
Median daily rate £350 £350 £350
90% offered a daily rate of more than £263 £275 £265
10% offered a daily rate of more than £488 £450 £450
UK excluding London median daily rate £375 £351 £350
% change year-on-year
+6.99% +0.14%
Number of hourly rates quoted 13 5 2
Median hourly rate £36.00 £42.50 £27.75
Median hourly rate % change year-on-year
-15.29% +53.15%
90% offered a hourly rate of more than £13.50 £18.50 £19.15
10% offered a hourly rate of more than £43.00 £65.00 £36.35
UK excluding London median hourly rate £31.27 £26.00 £30.00
% change year-on-year
+20.26% -13.33%

Hadoop
Jobs Demand Trend in Scotland

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

Hadoop Jobs Demand Trend in Scotland

Hadoop
Daily Rate Trend in Scotland

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

Hadoop Daily Rate Trend in Scotland

Hadoop
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Hadoop across the Scotland region over the 3 months to 29 June 2016.

Hadoop Daily Rate Histogram in Scotland

Hadoop
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Scotland region over the 3 months to 29 June 2016. 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
(Click see detailed
statistics and trends)
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
Edinburgh 0 13 £400 -11.20% 3
Stirling - 6 £525 -
Glasgow +7 4 £400 - 3
Dundee - 2 £225 -
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 29 June 2016, IT contractor jobs citing Hadoop 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 Scotland region with a requirement for Hadoop.

1 15 (50.00%) Big Data
2 13 (43.33%) Java
3 10 (33.33%) Data Warehouse
3 10 (33.33%) Banking
3 10 (33.33%) Data Centre
4 9 (30.00%) Business Intelligence
5 8 (26.67%) Python
5 8 (26.67%) Finance
6 7 (23.33%) Data Integration
6 7 (23.33%) Analytics
7 6 (20.00%) Relational Database
7 6 (20.00%) High Availability
7 6 (20.00%) RDBMS
8 5 (16.67%) OO
8 5 (16.67%) C#
8 5 (16.67%) C++
8 5 (16.67%) SQL
8 5 (16.67%) Oracle
8 5 (16.67%) Unix
8 5 (16.67%) Android
8 5 (16.67%) Mathematics
8 5 (16.67%) Ruby
8 5 (16.67%) Disaster Recovery
8 5 (16.67%) Information Security
8 5 (16.67%) Splunk
8 5 (16.67%) Apple iOS
8 5 (16.67%) SIEM
8 5 (16.67%) Mentoring
8 5 (16.67%) Data Structures
8 5 (16.67%) Algorithms

Hadoop
Top Related IT Skills in Scotland 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 3 (10.00%) Apache
2 2 (6.67%) ArcGIS
2 2 (6.67%) PowerExchange
2 2 (6.67%) SAS
3 1 (3.33%) IIS
3 1 (3.33%) Oracle Coherence
3 1 (3.33%) Oracle HTTP Server
3 1 (3.33%) Tomcat
3 1 (3.33%) WebSphere
Cloud Services
1 3 (10.00%) Cloud Computing
1 3 (10.00%) iTunes
2 2 (6.67%) SaaS
Communications & Networking
1 1 (3.33%) DNS
1 1 (3.33%) FCoE
1 1 (3.33%) Fibre Channel
1 1 (3.33%) Firewall
1 1 (3.33%) HTTP
1 1 (3.33%) iSCSI
1 1 (3.33%) LAN
1 1 (3.33%) Multicast
1 1 (3.33%) NAS
1 1 (3.33%) SAN
1 1 (3.33%) WAN
Database & Business Intelligence
1 15 (50.00%) Big Data
2 10 (33.33%) Data Warehouse
3 6 (20.00%) RDBMS
3 6 (20.00%) Relational Database
4 3 (10.00%) GIS
4 3 (10.00%) PowerCenter
5 2 (6.67%) Apache Hive
5 2 (6.67%) Oracle Database
5 2 (6.67%) QGIS
6 1 (3.33%) Cloudera CDH
6 1 (3.33%) DataStage
6 1 (3.33%) HBase
6 1 (3.33%) IBM InfoSphere
6 1 (3.33%) Impala
6 1 (3.33%) NoSQL
6 1 (3.33%) SQL Server
6 1 (3.33%) Sqoop
Development Applications
1 2 (6.67%) ERwin
2 1 (3.33%) Git (software)
2 1 (3.33%) JIRA
General
1 10 (33.33%) Banking
2 8 (26.67%) Finance
3 3 (10.00%) Law
4 2 (6.67%) Advertising
4 2 (6.67%) Games
Job Titles
1 11 (36.67%) Consultant
2 9 (30.00%) Security Consultant
3 8 (26.67%) Architect
4 7 (23.33%) Senior Consultant
4 7 (23.33%) Senior Security Consultant
5 6 (20.00%) Big Data Architect
5 6 (20.00%) Data Architect
6 4 (13.33%) Developer
7 2 (6.67%) Hadoop Engineer
7 2 (6.67%) Informatica Consultant
7 2 (6.67%) Software Developer
8 1 (3.33%) Big Data Analyst
8 1 (3.33%) C# Programmer
8 1 (3.33%) Data Scientist
8 1 (3.33%) DataStage Developer
8 1 (3.33%) DataStage ETL Developer
8 1 (3.33%) Informatica ETL Developer
8 1 (3.33%) Infrastructure Solutions Architect
8 1 (3.33%) Java Architect
8 1 (3.33%) Mobile Developer
Libraries, Frameworks & Software Standards
1 4 (13.33%) JSON
1 4 (13.33%) Web Services
2 2 (6.67%) .NET
2 2 (6.67%) .NET Framework
2 2 (6.67%) HTML
2 2 (6.67%) Ruby on Rails
2 2 (6.67%) WebGL
3 1 (3.33%) HTML5
3 1 (3.33%) Middleware
3 1 (3.33%) Rendezvous
3 1 (3.33%) XML
3 1 (3.33%) XSLT
Miscellaneous
1 10 (33.33%) Data Centre
2 7 (23.33%) Data Integration
3 5 (16.67%) Algorithms
3 5 (16.67%) Data Structures
3 5 (16.67%) Mathematics
4 3 (10.00%) Applied Mathematics
4 3 (10.00%) iPad
4 3 (10.00%) iPhone
4 3 (10.00%) Mobile App
4 3 (10.00%) Physics
5 2 (6.67%) 3D Graphics
5 2 (6.67%) Mainframe
6 1 (3.33%) Enterprise Software
6 1 (3.33%) Fintech
Operating Systems
1 5 (16.67%) Android
1 5 (16.67%) Apple iOS
1 5 (16.67%) Unix
2 2 (6.67%) Linux
3 1 (3.33%) Fedora
3 1 (3.33%) Red Hat Enterprise Linux
3 1 (3.33%) Solaris
3 1 (3.33%) Windows
Processes & Methodologies
1 9 (30.00%) Business Intelligence
2 7 (23.33%) Analytics
3 6 (20.00%) High Availability
4 5 (16.67%) Disaster Recovery
4 5 (16.67%) Information Security
4 5 (16.67%) Mentoring
4 5 (16.67%) OO
4 5 (16.67%) SIEM
5 4 (13.33%) Data Analysis
5 4 (13.33%) ETL
5 4 (13.33%) Software Engineering
6 3 (10.00%) Agile Software Development
6 3 (10.00%) Android Development
6 3 (10.00%) Data Migration
6 3 (10.00%) iOS Development
6 3 (10.00%) MapReduce
6 3 (10.00%) Migration
6 3 (10.00%) Mobile Development
7 2 (6.67%) ETL Development
7 2 (6.67%) SOLID
Programming Languages
1 13 (43.33%) Java
2 8 (26.67%) Python
3 5 (16.67%) C#
3 5 (16.67%) C++
3 5 (16.67%) Ruby
3 5 (16.67%) SQL
4 3 (10.00%) Objective-C
5 2 (6.67%) Lua
6 1 (3.33%) JavaScript
6 1 (3.33%) Perl
6 1 (3.33%) PL/SQL
6 1 (3.33%) R
Qualifications
1 1 (3.33%) CISSP
1 1 (3.33%) SANS
Quality Assurance & Compliance
1 2 (6.67%) Data Quality
System Software
1 2 (6.67%) HDFS
2 1 (3.33%) Apache ZooKeeper
2 1 (3.33%) Hyper-V
2 1 (3.33%) KVM
2 1 (3.33%) NFS
2 1 (3.33%) Oracle RAC
2 1 (3.33%) SRDF
2 1 (3.33%) VMware Infrastructure
2 1 (3.33%) Xen
Systems Management
1 4 (13.33%) QRadar
2 1 (3.33%) ArcSight ESM
2 1 (3.33%) Hadoop YARN
2 1 (3.33%) Oozie
Vendors
1 5 (16.67%) Oracle
1 5 (16.67%) Splunk
2 4 (13.33%) ArcSight
3 3 (10.00%) Informatica
3 3 (10.00%) Teradata
4 2 (6.67%) CA
4 2 (6.67%) Cloudera
4 2 (6.67%) IBM
5 1 (3.33%) Cisco
5 1 (3.33%) DataSynapse
5 1 (3.33%) EMC
5 1 (3.33%) Intel
5 1 (3.33%) MapR
5 1 (3.33%) NetApp
5 1 (3.33%) Red Hat
5 1 (3.33%) Sybase
5 1 (3.33%) Symantec
5 1 (3.33%) Tableau
5 1 (3.33%) TIBCO
5 1 (3.33%) VMware