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 27 September 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
27 Sep 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 112 126 131
Rank change year-on-year
+14 +5
Contract jobs citing Hadoop 12 8 2
As % of all contract IT jobs located in Scotland 0.54% 0.25% 0.073%
As % of the Database & Business Intelligence category 2.41% 1.38% 0.31%
Number of daily rates quoted 10 3 1
Median daily rate £515 £500 £415
Median daily rate % change year-on-year
+3.00% +20.48%
UK excluding London median daily rate £450 £475 £415
% change year-on-year
-5.26% +14.45%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.00 £36.78 -
% change year-on-year
+25.08% -
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
498 580 653
As % of all contract IT jobs located in Scotland 22.55% 18.20% 23.93%
Number of daily rates quoted 273 317 369
Median daily rate £350 £365 £375
Median daily rate % change year-on-year
-4.10% -2.66%
90% offered a daily rate of more than £273 £288 £254
10% offered a daily rate of more than £475 £525 £550
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 9 4 8
Median hourly rate £42.00 £12.50 £17.50
Median hourly rate % change year-on-year
+236.00% -28.57%
90% offered a hourly rate of more than £10.91 £10.62 £11.00
10% offered a hourly rate of more than £47.25 £32.43 £135.00
UK excluding London median hourly rate £36.32 £33.55 £22.50
% change year-on-year
+8.25% +49.11%

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 27 September 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 27 September 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 - 6 £563 - 4
Glasgow +13 4 £515 +0.48% 2
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 27 September 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 19 (57.58%) Big Data
2 18 (54.55%) Java
3 13 (39.39%) Banking
4 12 (36.36%) Python
5 10 (30.30%) Finance
6 9 (27.27%) Data Warehouse
7 8 (24.24%) Analytics
8 7 (21.21%) Data Centre
8 7 (21.21%) Business Intelligence
8 7 (21.21%) OO
8 7 (21.21%) SQL
9 6 (18.18%) JSON
9 6 (18.18%) C++
9 6 (18.18%) QRadar
9 6 (18.18%) Cloudera
9 6 (18.18%) Splunk
9 6 (18.18%) ArcSight
9 6 (18.18%) SIEM
10 5 (15.15%) Apache Hive
10 5 (15.15%) Apple iOS
10 5 (15.15%) Relational Database
10 5 (15.15%) Data Structures
10 5 (15.15%) Algorithms
10 5 (15.15%) C#
10 5 (15.15%) Unix
10 5 (15.15%) RDBMS
10 5 (15.15%) IBM
10 5 (15.15%) Mathematics
10 5 (15.15%) Data Integration
10 5 (15.15%) Android

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 2 (6.06%) Apache Pig
1 2 (6.06%) ArcGIS
1 2 (6.06%) PowerExchange
1 2 (6.06%) SAS
2 1 (3.03%) Apache
2 1 (3.03%) Apache Spark
2 1 (3.03%) IIS
2 1 (3.03%) Oracle Coherence
2 1 (3.03%) Oracle HTTP Server
2 1 (3.03%) Tomcat
2 1 (3.03%) WebSphere
Cloud Services
1 3 (9.09%) Cloud Computing
1 3 (9.09%) iTunes
2 2 (6.06%) SaaS
Communications & Networking
1 3 (9.09%) DNS
1 3 (9.09%) Firewall
2 1 (3.03%) FCoE
2 1 (3.03%) Fibre Channel
2 1 (3.03%) HTTP
2 1 (3.03%) iSCSI
2 1 (3.03%) LAN
2 1 (3.03%) Multicast
2 1 (3.03%) NAS
2 1 (3.03%) SAN
2 1 (3.03%) WAN
Database & Business Intelligence
1 19 (57.58%) Big Data
2 9 (27.27%) Data Warehouse
3 5 (15.15%) Apache Hive
3 5 (15.15%) RDBMS
3 5 (15.15%) Relational Database
4 4 (12.12%) Data Lake
5 3 (9.09%) GIS
5 3 (9.09%) HBase
5 3 (9.09%) NoSQL
6 2 (6.06%) Oracle Database
6 2 (6.06%) PowerCenter
6 2 (6.06%) QGIS
6 2 (6.06%) Sqoop
7 1 (3.03%) IBM BigInsights
7 1 (3.03%) SQL Server
Development Applications
1 3 (9.09%) Git (software)
1 3 (9.09%) JIRA
2 2 (6.06%) ERwin
General
1 13 (39.39%) Banking
2 10 (30.30%) Finance
3 2 (6.06%) Advertising
3 2 (6.06%) Games
4 1 (3.03%) Investment Banking
Job Titles
1 11 (33.33%) Architect
2 9 (27.27%) Consultant
3 8 (24.24%) Big Data Architect
3 8 (24.24%) Data Architect
4 7 (21.21%) Security Consultant
4 7 (21.21%) Senior Consultant
4 7 (21.21%) Senior Security Consultant
5 4 (12.12%) Developer
6 3 (9.09%) Splunk Engineer
7 2 (6.06%) Informatica Consultant
7 2 (6.06%) SAS Architect
7 2 (6.06%) Security Engineer
7 2 (6.06%) Senior Architect
7 2 (6.06%) Software Developer
8 1 (3.03%) C# Software Engineer
8 1 (3.03%) C++ Programmer
8 1 (3.03%) C++ Software Engineer
8 1 (3.03%) Designer
8 1 (3.03%) Infrastructure Architect
8 1 (3.03%) Mobile Developer
Libraries, Frameworks & Software Standards
1 6 (18.18%) JSON
2 4 (12.12%) Web Services
3 3 (9.09%) HTML
4 2 (6.06%) .NET
4 2 (6.06%) .NET Framework
4 2 (6.06%) Ajax
4 2 (6.06%) HTML5
4 2 (6.06%) J2EE
4 2 (6.06%) JSP
4 2 (6.06%) REST
4 2 (6.06%) Ruby on Rails
4 2 (6.06%) Servlets
4 2 (6.06%) WebGL
5 1 (3.03%) Middleware
5 1 (3.03%) Regular Expression
5 1 (3.03%) Rendezvous
5 1 (3.03%) XML
5 1 (3.03%) XSLT
Miscellaneous
1 7 (21.21%) Data Centre
2 5 (15.15%) Algorithms
2 5 (15.15%) Data Integration
2 5 (15.15%) Data Structures
2 5 (15.15%) Mathematics
3 3 (9.09%) Applied Mathematics
3 3 (9.09%) iPad
3 3 (9.09%) iPhone
3 3 (9.09%) Mobile App
3 3 (9.09%) Physics
4 2 (6.06%) 3D Graphics
4 2 (6.06%) Computer Science
4 2 (6.06%) Mainframe
4 2 (6.06%) Social Media
Operating Systems
1 5 (15.15%) Android
1 5 (15.15%) Apple iOS
1 5 (15.15%) Unix
2 3 (9.09%) Linux
3 1 (3.03%) Red Hat Enterprise Linux
3 1 (3.03%) Solaris
3 1 (3.03%) Windows
Processes & Methodologies
1 8 (24.24%) Analytics
2 7 (21.21%) Business Intelligence
2 7 (21.21%) OO
3 6 (18.18%) SIEM
4 4 (12.12%) Disaster Recovery
4 4 (12.12%) High Availability
4 4 (12.12%) Information Security
4 4 (12.12%) MapReduce
4 4 (12.12%) Mentoring
4 4 (12.12%) Software Engineering
5 3 (9.09%) Agile Software Development
5 3 (9.09%) Android Development
5 3 (9.09%) Anomaly Detection
5 3 (9.09%) Configuration Management
5 3 (9.09%) iOS Development
5 3 (9.09%) Mobile Development
5 3 (9.09%) SDLC
5 3 (9.09%) Statistical Modelling
5 3 (9.09%) Use Case
6 2 (6.06%) ETL Development
Programming Languages
1 18 (54.55%) Java
2 12 (36.36%) Python
3 7 (21.21%) SQL
4 6 (18.18%) C++
5 5 (15.15%) C#
5 5 (15.15%) Ruby
6 4 (12.12%) Perl
7 3 (9.09%) Objective-C
8 2 (6.06%) C
8 2 (6.06%) Lua
9 1 (3.03%) JavaScript
Qualifications
1 3 (9.09%) CISSP
1 3 (9.09%) SANS
2 2 (6.06%) Degree
Quality Assurance & Compliance
1 2 (6.06%) Data Quality
2 1 (3.03%) QA
System Software
1 2 (6.06%) HDFS
2 1 (3.03%) Hyper-V
2 1 (3.03%) KVM
2 1 (3.03%) NFS
2 1 (3.03%) Oracle RAC
2 1 (3.03%) SRDF
2 1 (3.03%) VMware Infrastructure
2 1 (3.03%) Xen
Systems Management
1 6 (18.18%) QRadar
2 3 (9.09%) ArcSight ESM
3 1 (3.03%) Hadoop YARN
3 1 (3.03%) Nagios
3 1 (3.03%) Oozie
Vendors
1 6 (18.18%) ArcSight
1 6 (18.18%) Cloudera
1 6 (18.18%) Splunk
2 5 (15.15%) IBM
3 3 (9.09%) MapR
3 3 (9.09%) Oracle
3 3 (9.09%) Symantec
4 2 (6.06%) CA
4 2 (6.06%) Informatica
4 2 (6.06%) Teradata
5 1 (3.03%) Cisco
5 1 (3.03%) DataSynapse
5 1 (3.03%) EMC
5 1 (3.03%) Hortonworks
5 1 (3.03%) Intel
5 1 (3.03%) NetApp
5 1 (3.03%) Red Hat
5 1 (3.03%) Sybase
5 1 (3.03%) TIBCO
5 1 (3.03%) VMware