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 13 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
13 Feb 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 130 138 151
Rank change year-on-year
+8 +13
Permanent jobs citing Hadoop 33 22 17
As % of all permanent IT jobs located in Scotland 1.12% 0.71% 0.51%
As % of the Database & Business Intelligence category 3.57% 2.31% 1.64%
Number of salaries quoted 23 14 11
Average salary £45,000 £43,750 £55,000
Average salary % change year-on-year
+2.85% -20.45%
UK excluding London average salary £52,500 £50,000 £55,000
% change year-on-year
+5.00% -9.09%
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
924 952 1036
As % of all permanent IT jobs located in Scotland 31.28% 30.94% 30.97%
Number of salaries quoted 596 644 722
Average salary £47,500 £40,000 £42,500
Average salary % change year-on-year
+18.75% -5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £55,000 £65,000 £55,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 13 February 2016.

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 13 February 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
(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 +31 31 £45,000 -2.70% 7
Glasgow -30 2 £40,000 - 5
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 13 February 2016, 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 43 (61.43%) Java
2 39 (55.71%) Big Data
3 29 (41.43%) Finance
4 26 (37.14%) Agile Software Development
5 25 (35.71%) Apache Spark
6 24 (34.29%) Windows
7 20 (28.57%) Python
7 20 (28.57%) C++
7 20 (28.57%) Oracle
7 20 (28.57%) Analytics
8 19 (27.14%) SQL
8 19 (27.14%) Data Modelling
9 17 (24.29%) Data Management
9 17 (24.29%) NoSQL
10 16 (22.86%) ETL
11 14 (20.00%) Data Warehouse
11 14 (20.00%) C#
11 14 (20.00%) MongoDB
11 14 (20.00%) Splunk
11 14 (20.00%) Scala
12 13 (18.57%) Apache Cassandra
12 13 (18.57%) Software Engineering
13 12 (17.14%) Data Analysis
13 12 (17.14%) Red Hat
13 12 (17.14%) Apache Hive
14 11 (15.71%) Root Cause Analysis
14 11 (15.71%) High Availability
14 11 (15.71%) Business Intelligence
14 11 (15.71%) Banking
14 11 (15.71%) Degree

Hadoop
Top Related IT Skills in Scotland by Category

For the 6 months to 13 February 2016, 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 25 (35.71%) Apache Spark
2 9 (12.86%) SAS
3 5 (7.14%) Apache
3 5 (7.14%) Node.js
4 4 (5.71%) Apache Pig
4 4 (5.71%) OpenStack
5 3 (4.29%) JBoss
5 3 (4.29%) Mule
6 2 (2.86%) Alfresco
6 2 (2.86%) SugarCRM
7 1 (1.43%) Apache Solr
7 1 (1.43%) Elasticsearch
7 1 (1.43%) GemFire
7 1 (1.43%) Mule ESB
7 1 (1.43%) Tomcat
Applications
1 8 (11.43%) MS PowerPoint
2 2 (2.86%) MS Excel
3 1 (1.43%) Stata
Cloud Services
1 8 (11.43%) Microsoft Azure
2 7 (10.00%) Amazon AWS
3 3 (4.29%) Google Analytics
4 2 (2.86%) Adobe Analytics
4 2 (2.86%) Amazon EC2
5 1 (1.43%) Cloud Computing
Database & Business Intelligence
1 39 (55.71%) Big Data
2 17 (24.29%) NoSQL
3 14 (20.00%) Data Warehouse
3 14 (20.00%) MongoDB
4 13 (18.57%) Apache Cassandra
5 12 (17.14%) Apache Hive
6 7 (10.00%) MySQL
7 6 (8.57%) QlikView
7 6 (8.57%) SQL Server
8 4 (5.71%) HBase
9 2 (2.86%) Data Mining
9 2 (2.86%) Pentaho
9 2 (2.86%) Relational Database
9 2 (2.86%) Sqoop
10 1 (1.43%) BusinessObjects
10 1 (1.43%) Impala
10 1 (1.43%) PostgreSQL
10 1 (1.43%) SQL Server 2014
10 1 (1.43%) SQL Server Integration Services
10 1 (1.43%) SQL Server Reporting Services
Development Applications
1 5 (7.14%) TeamCity
2 4 (5.71%) Git (software)
2 4 (5.71%) MSBuild
2 4 (5.71%) Octopus Deploy
2 4 (5.71%) Team Foundation Server
3 2 (2.86%) JUnit
3 2 (2.86%) Maven
3 2 (2.86%) Talend Open Studio
4 1 (1.43%) Ant
4 1 (1.43%) Cucumber
4 1 (1.43%) FitNesse
4 1 (1.43%) Gradle
4 1 (1.43%) Jenkins
4 1 (1.43%) Selenium
4 1 (1.43%) SonarQube
4 1 (1.43%) Subversion
4 1 (1.43%) Visual Studio
General
1 29 (41.43%) Finance
2 11 (15.71%) Banking
3 2 (2.86%) Aerospace
3 2 (2.86%) Games
3 2 (2.86%) Investment Banking
4 1 (1.43%) Marketing
Job Titles
1 31 (44.29%) Developer
2 12 (17.14%) Architect
3 11 (15.71%) Administrator
3 11 (15.71%) Big Data Developer
3 11 (15.71%) Splunk Administrator
4 9 (12.86%) Java Developer
5 8 (11.43%) Hadoop Administrator
6 6 (8.57%) QlikView Developer
6 6 (8.57%) Senior Developer
7 4 (5.71%) Apache Spark Developer
7 4 (5.71%) Data Modeller
7 4 (5.71%) DevOps Engineer
7 4 (5.71%) Hadoop Developer
7 4 (5.71%) Information Architect
7 4 (5.71%) Technical Architect
8 3 (4.29%) JavaScript Developer
8 3 (4.29%) Principal Developer
8 3 (4.29%) Principal Java Developer
8 3 (4.29%) Python Developer
8 3 (4.29%) Technical Developer
Libraries, Frameworks & Software Standards
1 8 (11.43%) AngularJS
2 7 (10.00%) HTML
2 7 (10.00%) HTML5
2 7 (10.00%) Spring
3 5 (7.14%) Hibernate
3 5 (7.14%) KnockoutJS
3 5 (7.14%) React
4 2 (2.86%) .NET
4 2 (2.86%) Kafka
4 2 (2.86%) Middleware
4 2 (2.86%) OpenMP
4 2 (2.86%) Web Services
5 1 (1.43%) ASP.NET
5 1 (1.43%) D3.js
5 1 (1.43%) FpML
5 1 (1.43%) J2EE
5 1 (1.43%) Java EE
5 1 (1.43%) jBPM
5 1 (1.43%) JDBC
5 1 (1.43%) Lucene
Miscellaneous
1 11 (15.71%) Clustering
2 9 (12.86%) Data Integration
3 8 (11.43%) Computer Science
3 8 (11.43%) Management Information System
3 8 (11.43%) N-Tier
3 8 (11.43%) Taxonomies
4 5 (7.14%) Enterprise Software
4 5 (7.14%) Mathematics
5 4 (5.71%) Algorithms
5 4 (5.71%) Analytical Skills
5 4 (5.71%) Data Structures
6 3 (4.29%) Statistics
7 1 (1.43%) Applied Mathematics
7 1 (1.43%) Credit Risk
7 1 (1.43%) Economics
7 1 (1.43%) Informatics
7 1 (1.43%) Visualisation
Operating Systems
1 24 (34.29%) Windows
2 9 (12.86%) Unix
3 6 (8.57%) Linux
4 4 (5.71%) VMS
5 1 (1.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 26 (37.14%) Agile Software Development
2 20 (28.57%) Analytics
3 19 (27.14%) Data Modelling
4 17 (24.29%) Data Management
5 16 (22.86%) ETL
6 13 (18.57%) Software Engineering
7 12 (17.14%) Data Analysis
8 11 (15.71%) Business Intelligence
8 11 (15.71%) High Availability
8 11 (15.71%) Root Cause Analysis
9 9 (12.86%) Data Governance
9 9 (12.86%) Logical Data Model
9 9 (12.86%) Physical Data Model
9 9 (12.86%) Scrum
9 9 (12.86%) Technical Analysis
10 8 (11.43%) Anti-Money Laundering
10 8 (11.43%) Dashboard Development
10 8 (11.43%) Technical Architecture
10 8 (11.43%) UML
10 8 (11.43%) Workflow
Programming Languages
1 43 (61.43%) Java
2 20 (28.57%) C++
2 20 (28.57%) Python
3 19 (27.14%) SQL
4 14 (20.00%) C#
4 14 (20.00%) Scala
5 10 (14.29%) JavaScript
6 8 (11.43%) PL/SQL
7 4 (5.71%) Bash Shell
7 4 (5.71%) PowerShell
7 4 (5.71%) Ruby
8 2 (2.86%) Perl
8 2 (2.86%) PHP
8 2 (2.86%) T-SQL
9 1 (1.43%) R
Qualifications
1 11 (15.71%) Degree
Quality Assurance & Compliance
1 10 (14.29%) Data Quality
System Software
1 3 (4.29%) Apache Flume
1 3 (4.29%) HDFS
Systems Management
1 4 (5.71%) Opscode Chef
2 2 (2.86%) Ambari
2 2 (2.86%) Hadoop YARN
2 2 (2.86%) Oozie
3 1 (1.43%) MOM
Vendors
1 20 (28.57%) Oracle
2 14 (20.00%) Splunk
3 12 (17.14%) Red Hat
4 9 (12.86%) Microsoft
5 3 (4.29%) Google
6 2 (2.86%) Adobe
6 2 (2.86%) Cognos
6 2 (2.86%) Greenplum
6 2 (2.86%) Informatica
6 2 (2.86%) Tableau
6 2 (2.86%) Talend
7 1 (1.43%) Actian
7 1 (1.43%) Cloudera
7 1 (1.43%) Perforce
7 1 (1.43%) Red Gate
7 1 (1.43%) Salesforce Marketing Cloud
7 1 (1.43%) Sybase
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