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 5 December 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
5 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 108 117 121
Rank change year-on-year
+9 +4
Contract jobs citing Hadoop 13 13 7
As % of all contract IT jobs located in Scotland 0.65% 0.46% 0.25%
As % of the Database & Business Intelligence category 2.94% 2.13% 1.03%
Number of daily rates quoted 5 6 5
Median daily rate £400 £475 £390
Median daily rate % change year-on-year
-15.78% +21.79%
90% offered a daily rate of more than £294 £450 £267
10% offered a daily rate of more than £489 £563 £405
UK excluding London median daily rate £500 £500 £450
% change year-on-year
- +11.11%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £31.45 £36.78 £36.50
% change year-on-year
-14.47% +0.75%
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
442 611 679
As % of all contract IT jobs located in Scotland 22.06% 21.44% 23.96%
Number of daily rates quoted 238 355 398
Median daily rate £375 £375 £355
Median daily rate % change year-on-year
- +5.63%
90% offered a daily rate of more than £288 £250 £275
10% offered a daily rate of more than £450 £500 £525
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 9 3 0
Median hourly rate £52.00 £25.00 -
Median hourly rate % change year-on-year
+108.00% -
UK excluding London median hourly rate £38.00 £25.44 £32.00
% change year-on-year
+49.37% -20.50%

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 5 December 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 5 December 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
Glasgow +10 6 £450 -10.00% 1
Aberdeen - 4 £400 -
Edinburgh +15 2 - - 5
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 5 December 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 (82.61%) Big Data
2 14 (60.87%) Java
2 14 (60.87%) Python
3 11 (47.83%) Finance
4 10 (43.48%) Perl
5 8 (34.78%) Cloudera
6 7 (30.43%) Analytics
6 7 (30.43%) Apache Hive
6 7 (30.43%) Apache Spark
6 7 (30.43%) SQL
7 6 (26.09%) C
7 6 (26.09%) C++
7 6 (26.09%) IBM
7 6 (26.09%) HBase
8 5 (21.74%) MapR
8 5 (21.74%) Statistical Modelling
8 5 (21.74%) Splunk
8 5 (21.74%) ArcSight
8 5 (21.74%) Git (software)
8 5 (21.74%) ArcSight ESM
8 5 (21.74%) SDLC
8 5 (21.74%) Anomaly Detection
8 5 (21.74%) QRadar
8 5 (21.74%) SANS
8 5 (21.74%) CISSP
8 5 (21.74%) DNS
8 5 (21.74%) Symantec
8 5 (21.74%) Banking
8 5 (21.74%) Firewall
8 5 (21.74%) JIRA

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 7 (30.43%) Apache Spark
2 2 (8.70%) Apache Pig
2 2 (8.70%) SAS
3 1 (4.35%) PowerExchange
Cloud Services
1 1 (4.35%) Cloud Computing
1 1 (4.35%) iTunes
Communications & Networking
1 5 (21.74%) DNS
1 5 (21.74%) Firewall
Database & Business Intelligence
1 19 (82.61%) Big Data
2 7 (30.43%) Apache Hive
3 6 (26.09%) HBase
4 3 (13.04%) Data Lake
4 3 (13.04%) Data Warehouse
4 3 (13.04%) NoSQL
5 1 (4.35%) GIS
5 1 (4.35%) IBM BigInsights
5 1 (4.35%) Oracle Database
5 1 (4.35%) PowerCenter
5 1 (4.35%) Sqoop
Development Applications
1 5 (21.74%) Git (software)
1 5 (21.74%) JIRA
2 1 (4.35%) ERwin
General
1 11 (47.83%) Finance
2 5 (21.74%) Banking
3 1 (4.35%) Investment Banking
Job Titles
1 5 (21.74%) Administrator
1 5 (21.74%) Architect
1 5 (21.74%) Hadoop Administrator
2 4 (17.39%) Developer
3 3 (13.04%) Big Data Architect
3 3 (13.04%) Big Data Developer
3 3 (13.04%) Data Architect
3 3 (13.04%) Splunk Engineer
4 2 (8.70%) Analyst
4 2 (8.70%) Cloud Developer
4 2 (8.70%) Consultant
4 2 (8.70%) Hadoop Developer
4 2 (8.70%) SAS Architect
4 2 (8.70%) Security Engineer
4 2 (8.70%) Senior Architect
4 2 (8.70%) Splunk Analyst
5 1 (4.35%) Designer
5 1 (4.35%) Informatica Consultant
5 1 (4.35%) Mobile Developer
5 1 (4.35%) Security Consultant
Libraries, Frameworks & Software Standards
1 4 (17.39%) Kafka
2 3 (13.04%) Regular Expression
3 2 (8.70%) Ajax
3 2 (8.70%) HTML
3 2 (8.70%) HTML5
3 2 (8.70%) J2EE
3 2 (8.70%) JSON
3 2 (8.70%) JSP
3 2 (8.70%) REST
3 2 (8.70%) Servlets
Miscellaneous
1 2 (8.70%) Computer Science
1 2 (8.70%) Social Media
2 1 (4.35%) Algorithms
2 1 (4.35%) Applied Mathematics
2 1 (4.35%) Data Structures
2 1 (4.35%) iPad
2 1 (4.35%) iPhone
2 1 (4.35%) Mainframe
2 1 (4.35%) Mathematics
2 1 (4.35%) Mobile App
2 1 (4.35%) Physics
Operating Systems
1 4 (17.39%) Linux
1 4 (17.39%) Unix
2 1 (4.35%) Android
2 1 (4.35%) Apple iOS
2 1 (4.35%) Red Hat Enterprise Linux
Processes & Methodologies
1 7 (30.43%) Analytics
2 5 (21.74%) Anomaly Detection
2 5 (21.74%) SDLC
2 5 (21.74%) Statistical Modelling
3 3 (13.04%) Enterprise Architecture
3 3 (13.04%) OO
3 3 (13.04%) SIEM
3 3 (13.04%) Use Case
4 2 (8.70%) Agile Software Development
4 2 (8.70%) Business Intelligence
4 2 (8.70%) Data Enrichment
4 2 (8.70%) Data Ingestion
4 2 (8.70%) MapReduce
4 2 (8.70%) OOP
5 1 (4.35%) Android Development
5 1 (4.35%) Capacity Planning
5 1 (4.35%) Data Engineering
5 1 (4.35%) ETL Development
5 1 (4.35%) iOS Development
5 1 (4.35%) Mobile Development
Programming Languages
1 14 (60.87%) Java
1 14 (60.87%) Python
2 10 (43.48%) Perl
3 7 (30.43%) SQL
4 6 (26.09%) C
4 6 (26.09%) C++
5 4 (17.39%) PHP
6 1 (4.35%) C#
6 1 (4.35%) Objective-C
6 1 (4.35%) Ruby
Qualifications
1 5 (21.74%) CISSP
1 5 (21.74%) SANS
2 2 (8.70%) Degree
2 2 (8.70%) SC Cleared
2 2 (8.70%) Security Cleared
Quality Assurance & Compliance
1 1 (4.35%) Data Quality
1 1 (4.35%) QA
System Software
1 1 (4.35%) HDFS
Systems Management
1 5 (21.74%) ArcSight ESM
1 5 (21.74%) QRadar
2 1 (4.35%) Hadoop YARN
2 1 (4.35%) Nagios
2 1 (4.35%) Oozie
Vendors
1 8 (34.78%) Cloudera
2 6 (26.09%) IBM
3 5 (21.74%) ArcSight
3 5 (21.74%) MapR
3 5 (21.74%) Splunk
3 5 (21.74%) Symantec
4 1 (4.35%) CA
4 1 (4.35%) Hortonworks
4 1 (4.35%) Informatica
4 1 (4.35%) Oracle
4 1 (4.35%) Red Hat
4 1 (4.35%) Teradata