The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Hadoop over the 3 months to 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Apache Hadoop
Rank 127 163 130
Rank change year-on-year
+36 -33
Permanent jobs citing Hadoop 35 13 34
As % of all permanent IT jobs located in Scotland 1.11% 0.35% 1.04%
As % of the Database & Business Intelligence category 3.33% 1.12% 2.88%
Number of salaries quoted 20 11 28
Average salary £63,000 £37,500 £52,500
Average salary % change year-on-year
+68.00% -28.57%
90% offered a salary of more than £44,600 £35,000 £50,000
10% offered a salary of more than £79,500 £42,500 £55,500
UK excluding London average salary £50,000 £50,000 £50,000
Hadoop
UK

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

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
1050 1165 1181
As % of all permanent IT jobs located in Scotland 33.16% 31.67% 36.28%
Number of salaries quoted 679 778 784
Average salary £43,500 £42,500 £41,000
Average salary % change year-on-year
+2.35% +3.65%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £65,000 £55,500 £57,500
UK excluding London average salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

Hadoop
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Hadoop across the Scotland region as a proportion of the total demand within the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Scotland

Hadoop
Salary Trend in Scotland

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

Hadoop Salary Trend in Scotland

Hadoop
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Hadoop across the Scotland region over the 3 months to 31 July 2015.

Hadoop Salary Histogram in Scotland

Hadoop
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Hadoop within the Scotland region over the 3 months to 31 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +16 20 £62,500 +78.57% 4
Glasgow +21 14 £61,500 +44.70% 2
Stirling - 3 - -
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 31 July 2015, IT jobs across the Scotland region citing Hadoop also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Hadoop.

1 46 (76.67%) Big Data
2 32 (53.33%) Oracle
3 30 (50.00%) SQL
4 29 (48.33%) Python
5 28 (46.67%) Analytics
6 26 (43.33%) Apache Hive
6 26 (43.33%) Finance
7 25 (41.67%) ETL
7 25 (41.67%) MongoDB
8 24 (40.00%) Apache Cassandra
9 23 (38.33%) Java
10 22 (36.67%) Apache Pig
11 21 (35.00%) NoSQL
12 20 (33.33%) Linux
13 19 (31.67%) Web Services
13 19 (31.67%) JavaScript
14 17 (28.33%) Banking
15 16 (26.67%) MapReduce
16 15 (25.00%) HBase
16 15 (25.00%) SQL Server
16 15 (25.00%) Informatica
17 14 (23.33%) Talend
17 14 (23.33%) Data Analytics
17 14 (23.33%) Talend Open Studio
17 14 (23.33%) Pentaho
17 14 (23.33%) Analytical Skills
18 13 (21.67%) Data Integration
18 13 (21.67%) Open Source
18 13 (21.67%) Apache Flume
18 13 (21.67%) PHP

Hadoop
Top Related IT Skills in Scotland by Category

For the 6 months to 31 July 2015, IT jobs across the Scotland region citing Hadoop also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Hadoop. Up to 20 skills are shown per category.

Application Platforms
1 22 (36.67%) Apache Pig
2 11 (18.33%) Apache
3 7 (11.67%) SAS
4 6 (10.00%) Apache Spark
5 5 (8.33%) Mule
6 4 (6.67%) SugarCRM
6 4 (6.67%) Alfresco
6 4 (6.67%) JBoss
7 2 (3.33%) Node.js
8 1 (1.67%) GemFire
8 1 (1.67%) Mule ESB
8 1 (1.67%) Tomcat
8 1 (1.67%) MS Exchange
Applications
1 6 (10.00%) SPSS
2 1 (1.67%) MS Excel
Cloud Services
1 12 (20.00%) Amazon AWS
2 11 (18.33%) Amazon EMR
3 6 (10.00%) Amazon Kinesis
3 6 (10.00%) Amazon EC2
4 5 (8.33%) Cloud Computing
5 1 (1.67%) Google Analytics
5 1 (1.67%) Microsoft Azure
Database & Business Intelligence
1 46 (76.67%) Big Data
2 26 (43.33%) Apache Hive
3 25 (41.67%) MongoDB
4 24 (40.00%) Apache Cassandra
5 21 (35.00%) NoSQL
6 15 (25.00%) HBase
6 15 (25.00%) SQL Server
7 14 (23.33%) Pentaho
8 11 (18.33%) Data Warehouse
9 10 (16.67%) PostgreSQL
10 8 (13.33%) SQL Server Integration Services
10 8 (13.33%) Relational Database
11 7 (11.67%) Oracle Database
11 7 (11.67%) RDBMS
12 6 (10.00%) Mahout
13 5 (8.33%) DB2
13 5 (8.33%) Oracle Database 11g
13 5 (8.33%) Triplestore
13 5 (8.33%) Sqoop
14 2 (3.33%) IBM BigInsights
Development Applications
1 14 (23.33%) Talend Open Studio
2 12 (20.00%) Git (software)
3 10 (16.67%) Cucumber
4 9 (15.00%) Selenium
5 8 (13.33%) Visual Studio
5 8 (13.33%) Subversion
5 8 (13.33%) MSBuild
5 8 (13.33%) SpecFlow
5 8 (13.33%) WatiN
5 8 (13.33%) TeamCity
5 8 (13.33%) GitLab
6 6 (10.00%) Maven
7 5 (8.33%) JUnit
7 5 (8.33%) Mockito
7 5 (8.33%) Jenkins
8 4 (6.67%) Gradle
8 4 (6.67%) Eclipse
8 4 (6.67%) TestNG
9 1 (1.67%) FitNesse
General
1 26 (43.33%) Finance
2 17 (28.33%) Banking
3 6 (10.00%) Telecoms
4 4 (6.67%) Aerospace
5 1 (1.67%) Investment Banking
Job Titles
1 33 (55.00%) Developer
2 13 (21.67%) Senior Developer
3 8 (13.33%) .NET Developer
3 8 (13.33%) Senior .NET Developer
4 7 (11.67%) Big Data Developer
4 7 (11.67%) Architect
4 7 (11.67%) Data Architect
5 5 (8.33%) Consultant
5 5 (8.33%) DBA
5 5 (8.33%) Solutions Architect
5 5 (8.33%) Big Data Consultant
5 5 (8.33%) Big Data Architect
5 5 (8.33%) Java Developer
5 5 (8.33%) Senior DBA
5 5 (8.33%) Data Consultant
6 4 (6.67%) Database Engineer
6 4 (6.67%) Senior Database Engineer
6 4 (6.67%) Hadoop Developer
7 3 (5.00%) Open Source Developer
7 3 (5.00%) Designer
Libraries, Frameworks & Software Standards
1 19 (31.67%) Web Services
2 9 (15.00%) Spring
2 9 (15.00%) AngularJS
3 8 (13.33%) Twitter Bootstrap
3 8 (13.33%) ASP.NET Web Forms
3 8 (13.33%) HTML5
3 8 (13.33%) Entity Framework
3 8 (13.33%) LINQ to SQL
3 8 (13.33%) KnockoutJS
3 8 (13.33%) Hibernate
3 8 (13.33%) NHibernate
3 8 (13.33%) .NET Framework
3 8 (13.33%) LINQ
3 8 (13.33%) jQuery
3 8 (13.33%) XML
3 8 (13.33%) XSD
3 8 (13.33%) XSLT
3 8 (13.33%) Middleware
3 8 (13.33%) HTML
3 8 (13.33%) .NET
Miscellaneous
1 14 (23.33%) Analytical Skills
2 13 (21.67%) Data Integration
3 5 (8.33%) Replication
4 3 (5.00%) Data Structures
5 2 (3.33%) Data Centre
6 1 (1.67%) Enterprise Storage
6 1 (1.67%) Enterprise Software
6 1 (1.67%) Life Science
6 1 (1.67%) GIS
6 1 (1.67%) Management Information System
Operating Systems
1 20 (33.33%) Linux
2 9 (15.00%) UNIX
3 2 (3.33%) Windows
Processes & Methodologies
1 28 (46.67%) Analytics
2 25 (41.67%) ETL
3 16 (26.67%) MapReduce
4 14 (23.33%) Data Analytics
5 13 (21.67%) Open Source
6 9 (15.00%) Continuous Integration
6 9 (15.00%) Business Intelligence
6 9 (15.00%) Scrum
6 9 (15.00%) Performance Tuning
6 9 (15.00%) Software Delivery
7 8 (13.33%) Quality Management
7 8 (13.33%) MVC
7 8 (13.33%) Agile Software Development
7 8 (13.33%) Automated Testing
8 6 (10.00%) Data Management
8 6 (10.00%) Migration
8 6 (10.00%) Data Migration
9 5 (8.33%) Requirements Analysis
9 5 (8.33%) Technical Architecture
9 5 (8.33%) Business Development
Programming Languages
1 30 (50.00%) SQL
2 29 (48.33%) Python
3 23 (38.33%) Java
4 19 (31.67%) JavaScript
5 13 (21.67%) PHP
6 9 (15.00%) PL/SQL
6 9 (15.00%) Perl
7 8 (13.33%) C#
7 8 (13.33%) T-SQL
7 8 (13.33%) R
8 5 (8.33%) Ruby
9 4 (6.67%) Scala
10 2 (3.33%) C++
11 1 (1.67%) PowerShell
Quality Assurance & Compliance
1 4 (6.67%) QA
1 4 (6.67%) Data Quality
2 1 (1.67%) ISO/IEC 27001
System Software
1 13 (21.67%) Apache Flume
2 4 (6.67%) Docker
3 2 (3.33%) HDFS
3 2 (3.33%) Oracle RAC
4 1 (1.67%) VMware Infrastructure
4 1 (1.67%) vSphere
4 1 (1.67%) GPFS
Systems Management
1 6 (10.00%) MOM
2 5 (8.33%) Opscode Chef
3 4 (6.67%) Puppet
3 4 (6.67%) Vagrant
4 2 (3.33%) Data Guard
Vendors
1 32 (53.33%) Oracle
2 15 (25.00%) Informatica
3 14 (23.33%) Talend
4 10 (16.67%) Microsoft
5 8 (13.33%) TIBCO
6 7 (11.67%) Cognos
6 7 (11.67%) Greenplum
6 7 (11.67%) MicroStrategy
7 6 (10.00%) Teradata
7 6 (10.00%) Netezza
7 6 (10.00%) Vertica
8 2 (3.33%) Hortonworks
8 2 (3.33%) Cloudera
8 2 (3.33%) MapR
8 2 (3.33%) IBM
8 2 (3.33%) Reuters
8 2 (3.33%) Bloomberg
9 1 (1.67%) VMware
9 1 (1.67%) Sybase
9 1 (1.67%) SolarWinds
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 2 days ago
Scotland
FanDuel
Salary: Competitive
Posted: 3 days ago
Glasgow, Lanarkshire
Experis Ltd
Salary: £55000.00 - £65000.00 per annum
Posted: 3 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 4 days ago
Edinburgh
Net Talent
Posted: 9 days ago
Edinburgh
Cathcart Associates
Salary: £45000 - £60000 per annum + Excellent Benefits
Posted: 17 days ago