The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 128 144 163
Rank change year-on-year
+16 +19
Permanent jobs citing Hadoop 30 24 19
As % of all permanent IT jobs located in Scotland 1.05% 0.76% 0.47%
As % of the Database & Business Intelligence category 3.42% 2.44% 1.46%
Number of salaries quoted 14 11 8
Median salary £47,500 £45,000 £55,000
Median salary % change year-on-year
+5.55% -18.18%
90% offered a salary of more than £40,225 £40,000 £37,750
10% offered a salary of more than £66,250 £55,000 £56,500
UK excluding London median 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
877 985 1303
As % of all permanent IT jobs located in Scotland 30.61% 31.28% 32.20%
Number of salaries quoted 501 617 901
Median salary £47,500 £42,500 £40,000
Median salary % change year-on-year
+11.76% +6.25%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £58,000 £55,000 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Hadoop
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Hadoop as a proportion of all IT jobs with a match in 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 3 May 2016.

Hadoop Salary Histogram in Scotland

Hadoop
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Scotland region over the 3 months to 3 May 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -1 19 £45,000 +5.88% 5
Edinburgh +6 10 £53,750 +19.44% 5
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 3 May 2016, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Hadoop.

1 35 (54.69%) Big Data
2 34 (53.13%) Java
3 26 (40.63%) Agile Software Development
4 25 (39.06%) Apache Spark
5 24 (37.50%) Finance
6 23 (35.94%) Analytics
7 20 (31.25%) SAS
7 20 (31.25%) Python
8 19 (29.69%) Splunk
9 18 (28.13%) Windows
9 18 (28.13%) Degree
10 15 (23.44%) Software Engineering
11 14 (21.88%) SQL
11 14 (21.88%) Microsoft
11 14 (21.88%) ETL
11 14 (21.88%) Data Governance
12 13 (20.31%) MongoDB
12 13 (20.31%) JavaScript
12 13 (20.31%) C#
12 13 (20.31%) Computer Science
12 13 (20.31%) Data Management
13 12 (18.75%) C++
13 12 (18.75%) Red Hat
13 12 (18.75%) Scala
14 11 (17.19%) Root Cause Analysis
14 11 (17.19%) High Availability
14 11 (17.19%) Data Modelling
14 11 (17.19%) Management Information System
14 11 (17.19%) Workflow
14 11 (17.19%) Clustering

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 25 (39.06%) Apache Spark
2 20 (31.25%) SAS
3 5 (7.81%) Apache
3 5 (7.81%) Node.js
4 4 (6.25%) Apache Solr
4 4 (6.25%) Elasticsearch
4 4 (6.25%) JBoss
4 4 (6.25%) Mule
4 4 (6.25%) OpenStack
5 2 (3.13%) Alfresco
5 2 (3.13%) Apache Pig
5 2 (3.13%) GemFire
5 2 (3.13%) Mule ESB
5 2 (3.13%) SugarCRM
5 2 (3.13%) Tomcat
Applications
1 8 (12.50%) MS PowerPoint
2 7 (10.94%) MS Excel
3 5 (7.81%) Stata
Cloud Services
1 6 (9.38%) Amazon AWS
2 4 (6.25%) Microsoft Azure
Communications & Networking
1 3 (4.69%) FTP
1 3 (4.69%) HTTP
1 3 (4.69%) SNMP
1 3 (4.69%) TCP/IP
2 1 (1.56%) DNS
2 1 (1.56%) Firewall
Database & Business Intelligence
1 35 (54.69%) Big Data
2 13 (20.31%) MongoDB
3 9 (14.06%) NoSQL
4 7 (10.94%) Apache Cassandra
4 7 (10.94%) SQL Server
5 6 (9.38%) Apache Hive
5 6 (9.38%) QlikView
6 5 (7.81%) Data Mining
6 5 (7.81%) Data Warehouse
6 5 (7.81%) MySQL
6 5 (7.81%) PostgreSQL
7 3 (4.69%) Parquet
8 2 (3.13%) HBase
8 2 (3.13%) MarkLogic
8 2 (3.13%) Pentaho
8 2 (3.13%) Relational Database
8 2 (3.13%) Sqoop
9 1 (1.56%) RDBMS
9 1 (1.56%) SQL Server 2016
Development Applications
1 5 (7.81%) Git (software)
1 5 (7.81%) Maven
2 4 (6.25%) MSBuild
2 4 (6.25%) Octopus Deploy
2 4 (6.25%) Team Foundation Server
2 4 (6.25%) TeamCity
3 3 (4.69%) JUnit
4 2 (3.13%) Cucumber
4 2 (3.13%) FitNesse
4 2 (3.13%) Jenkins
4 2 (3.13%) Selenium
4 2 (3.13%) Talend Open Studio
5 1 (1.56%) Ant
5 1 (1.56%) Gradle
5 1 (1.56%) JIRA
General
1 24 (37.50%) Finance
2 8 (12.50%) Banking
3 5 (7.81%) Games
4 3 (4.69%) Publishing
5 2 (3.13%) Aerospace
Job Titles
1 21 (32.81%) Developer
2 12 (18.75%) Administrator
3 11 (17.19%) Splunk Administrator
4 8 (12.50%) Architect
4 8 (12.50%) Hadoop Administrator
5 7 (10.94%) Big Data Developer
5 7 (10.94%) Consultant
6 6 (9.38%) Java Developer
6 6 (9.38%) QlikView Developer
7 5 (7.81%) Data Scientist
8 4 (6.25%) DevOps Engineer
8 4 (6.25%) Java Architect
8 4 (6.25%) SAS Consultant
8 4 (6.25%) Technical Architect
9 3 (4.69%) Java Engineer
9 3 (4.69%) JavaScript Developer
9 3 (4.69%) Principal Architect
9 3 (4.69%) Principal Developer
9 3 (4.69%) Senior Java Software Engineer
9 3 (4.69%) Technical Developer
Libraries, Frameworks & Software Standards
1 8 (12.50%) Spring
2 6 (9.38%) AngularJS
2 6 (9.38%) HTML
2 6 (9.38%) HTML5
3 5 (7.81%) Apache Flex
3 5 (7.81%) D3.js
3 5 (7.81%) Ext JS
3 5 (7.81%) J2EE
3 5 (7.81%) Kafka
3 5 (7.81%) KnockoutJS
3 5 (7.81%) React
4 4 (6.25%) FpML
4 4 (6.25%) Hibernate
4 4 (6.25%) Web Services
5 3 (4.69%) CGI
5 3 (4.69%) GWT
5 3 (4.69%) REST
5 3 (4.69%) Silverlight
5 3 (4.69%) SOAP
5 3 (4.69%) XML
Miscellaneous
1 13 (20.31%) Computer Science
2 11 (17.19%) Clustering
2 11 (17.19%) Management Information System
3 10 (15.63%) Analytical Skills
3 10 (15.63%) Mathematics
4 5 (7.81%) Applied Mathematics
4 5 (7.81%) Data Integration
4 5 (7.81%) Informatics
4 5 (7.81%) Statistics
4 5 (7.81%) Visualisation
5 4 (6.25%) Enterprise Software
6 3 (4.69%) RIA
7 2 (3.13%) N-Tier
7 2 (3.13%) Taxonomies
Operating Systems
1 18 (28.13%) Windows
2 8 (12.50%) Linux
3 7 (10.94%) Unix
4 4 (6.25%) VMS
Processes & Methodologies
1 26 (40.63%) Agile Software Development
2 23 (35.94%) Analytics
3 15 (23.44%) Software Engineering
4 14 (21.88%) Data Governance
4 14 (21.88%) ETL
5 13 (20.31%) Data Management
6 11 (17.19%) Data Modelling
6 11 (17.19%) High Availability
6 11 (17.19%) Root Cause Analysis
6 11 (17.19%) Workflow
7 9 (14.06%) Data Analysis
8 8 (12.50%) Anti-Money Laundering
8 8 (12.50%) Business Intelligence
8 8 (12.50%) Dashboard Development
8 8 (12.50%) Scrum
8 8 (12.50%) Technical Analysis
9 6 (9.38%) Open Source
9 6 (9.38%) Statistical Modelling
10 5 (7.81%) Data Visualisation
10 5 (7.81%) MapReduce
Programming Languages
1 34 (53.13%) Java
2 20 (31.25%) Python
3 14 (21.88%) SQL
4 13 (20.31%) C#
4 13 (20.31%) JavaScript
5 12 (18.75%) C++
5 12 (18.75%) Scala
6 7 (10.94%) PowerShell
6 7 (10.94%) Ruby
7 6 (9.38%) Perl
7 6 (9.38%) R
8 4 (6.25%) Bash Shell
9 3 (4.69%) C
9 3 (4.69%) PL/SQL
9 3 (4.69%) VBScript
10 2 (3.13%) PHP
10 2 (3.13%) Shell Script
10 2 (3.13%) T-SQL
10 2 (3.13%) XQuery
Qualifications
1 18 (28.13%) Degree
2 1 (1.56%) CISSP
2 1 (1.56%) SANS
Quality Assurance & Compliance
1 2 (3.13%) Data Quality
2 1 (1.56%) QA
System Software
1 2 (3.13%) Apache Flume
1 2 (3.13%) HDFS
Systems Management
1 4 (6.25%) Opscode Chef
1 4 (6.25%) QRadar
2 3 (4.69%) Fluentd
2 3 (4.69%) Nagios
2 3 (4.69%) Nessus
3 2 (3.13%) Ambari
3 2 (3.13%) Hadoop YARN
3 2 (3.13%) Oozie
4 1 (1.56%) ArcSight ESM
Vendors
1 19 (29.69%) Splunk
2 14 (21.88%) Microsoft
3 12 (18.75%) Red Hat
4 7 (10.94%) Greenplum
4 7 (10.94%) Oracle
5 6 (9.38%) Informatica
6 5 (7.81%) Tableau
6 5 (7.81%) Teradata
7 4 (6.25%) ArcSight
7 4 (6.25%) Netezza
8 3 (4.69%) Qualys
8 3 (4.69%) ServiceNow
9 2 (3.13%) Cognos
9 2 (3.13%) Talend
10 1 (1.56%) Ab Initio
10 1 (1.56%) Cloudera
10 1 (1.56%) IBM
10 1 (1.56%) MapR
10 1 (1.56%) Symantec
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