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 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 121 138 170
Rank change year-on-year
+17 +32
Permanent jobs citing Hadoop 38 22 9
As % of all permanent IT jobs located in Scotland 1.35% 0.71% 0.23%
As % of the Database & Business Intelligence category 4.19% 2.20% 0.73%
Number of salaries quoted 11 10 4
Median salary £50,000 £47,500 £48,250
Median salary % change year-on-year
+5.26% -1.55%
90% offered a salary of more than £42,500 £39,250 £36,500
10% offered a salary of more than £57,500 £55,750 £56,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
907 1001 1240
As % of all permanent IT jobs located in Scotland 32.23% 32.37% 32.02%
Number of salaries quoted 461 632 861
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,000 £32,500 £30,000
10% offered a salary of more than £60,000 £55,000 £57,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 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 29 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 +2 28 £48,750 +2.36% 3
Edinburgh +7 9 £52,500 +10.52% 6
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 29 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 43 (64.18%) Big Data
2 36 (53.73%) Java
2 36 (53.73%) Agile Software Development
3 32 (47.76%) Apache Spark
4 28 (41.79%) Python
5 27 (40.30%) Finance
6 26 (38.81%) Analytics
7 21 (31.34%) Degree
7 21 (31.34%) ETL
8 20 (29.85%) SAS
9 18 (26.87%) Software Engineering
10 16 (23.88%) Data Management
10 16 (23.88%) Computer Science
10 16 (23.88%) Scala
11 15 (22.39%) Data Governance
11 15 (22.39%) Scrum
12 14 (20.90%) Microsoft
12 14 (20.90%) SQL
12 14 (20.90%) Analytical Skills
13 13 (19.40%) Mathematics
13 13 (19.40%) Oracle
13 13 (19.40%) C++
13 13 (19.40%) Workflow
14 12 (17.91%) Data Analysis
14 12 (17.91%) Banking
14 12 (17.91%) Informatica
14 12 (17.91%) Splunk
15 11 (16.42%) MongoDB
15 11 (16.42%) Business Intelligence
15 11 (16.42%) C#

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 32 (47.76%) Apache Spark
2 20 (29.85%) SAS
3 8 (11.94%) Apache
4 5 (7.46%) JBoss
4 5 (7.46%) Node.js
5 4 (5.97%) Apache Solr
5 4 (5.97%) Elasticsearch
5 4 (5.97%) Mule
6 2 (2.99%) Alfresco
6 2 (2.99%) Apache Pig
6 2 (2.99%) GemFire
6 2 (2.99%) Mule ESB
6 2 (2.99%) OpenStack
6 2 (2.99%) SugarCRM
6 2 (2.99%) Tomcat
Applications
1 8 (11.94%) MS PowerPoint
2 7 (10.45%) MS Excel
3 5 (7.46%) Stata
Cloud Services
1 4 (5.97%) Amazon AWS
2 2 (2.99%) Microsoft Azure
Communications & Networking
1 3 (4.48%) FTP
1 3 (4.48%) HTTP
1 3 (4.48%) SNMP
1 3 (4.48%) TCP/IP
2 1 (1.49%) DNS
2 1 (1.49%) Firewall
Database & Business Intelligence
1 43 (64.18%) Big Data
2 11 (16.42%) MongoDB
3 10 (14.93%) Apache Hive
4 7 (10.45%) Data Warehouse
4 7 (10.45%) NoSQL
4 7 (10.45%) SQL Server
5 6 (8.96%) QlikView
6 5 (7.46%) Apache Cassandra
6 5 (7.46%) Data Mining
6 5 (7.46%) PostgreSQL
7 3 (4.48%) HBase
7 3 (4.48%) MySQL
7 3 (4.48%) Parquet
7 3 (4.48%) Sqoop
8 2 (2.99%) IBM InfoSphere
8 2 (2.99%) Impala
8 2 (2.99%) MarkLogic
8 2 (2.99%) Pentaho
8 2 (2.99%) Relational Database
8 2 (2.99%) Spotfire
Development Applications
1 5 (7.46%) Git (software)
1 5 (7.46%) Maven
2 4 (5.97%) Jenkins
3 3 (4.48%) JIRA
3 3 (4.48%) JUnit
4 2 (2.99%) Cucumber
4 2 (2.99%) FitNesse
4 2 (2.99%) MSBuild
4 2 (2.99%) Octopus Deploy
4 2 (2.99%) Selenium
4 2 (2.99%) Subversion
4 2 (2.99%) Talend Open Studio
4 2 (2.99%) Team Foundation Server
4 2 (2.99%) TeamCity
5 1 (1.49%) Ant
5 1 (1.49%) Gradle
General
1 27 (40.30%) Finance
2 12 (17.91%) Banking
3 6 (8.96%) Games
4 3 (4.48%) Investment Banking
4 3 (4.48%) Publishing
5 2 (2.99%) Aerospace
6 1 (1.49%) Retail
6 1 (1.49%) Telecoms
Job Titles
1 31 (46.27%) Developer
2 14 (20.90%) Big Data Developer
3 9 (13.43%) Consultant
4 8 (11.94%) Architect
5 6 (8.96%) Administrator
5 6 (8.96%) Hadoop Developer
5 6 (8.96%) Java Developer
5 6 (8.96%) Python Developer
5 6 (8.96%) QlikView Developer
6 5 (7.46%) Data Scientist
6 5 (7.46%) Hadoop Administrator
6 5 (7.46%) Splunk Administrator
7 4 (5.97%) Data Consultant
7 4 (5.97%) Java Architect
7 4 (5.97%) SAS Consultant
7 4 (5.97%) Technical Architect
8 3 (4.48%) Applications Developer
8 3 (4.48%) Lead Developer
8 3 (4.48%) Senior Consultant
8 3 (4.48%) Senior Developer
Libraries, Frameworks & Software Standards
1 9 (13.43%) Spring
2 8 (11.94%) HTML
2 8 (11.94%) HTML5
3 7 (10.45%) D3.js
4 6 (8.96%) AngularJS
5 5 (7.46%) Apache Flex
5 5 (7.46%) Ext JS
5 5 (7.46%) J2EE
5 5 (7.46%) KnockoutJS
5 5 (7.46%) React
5 5 (7.46%) Web Services
6 4 (5.97%) FpML
6 4 (5.97%) Hibernate
6 4 (5.97%) Kafka
6 4 (5.97%) REST
7 3 (4.48%) CGI
7 3 (4.48%) GWT
7 3 (4.48%) OpenMP
7 3 (4.48%) Silverlight
7 3 (4.48%) XML
Miscellaneous
1 16 (23.88%) Computer Science
2 14 (20.90%) Analytical Skills
3 13 (19.40%) Mathematics
4 11 (16.42%) Management Information System
5 8 (11.94%) Data Integration
5 8 (11.94%) Statistics
6 7 (10.45%) Visualisation
7 5 (7.46%) Applied Mathematics
7 5 (7.46%) Clustering
7 5 (7.46%) Informatics
7 5 (7.46%) Market Risk
8 4 (5.97%) Enterprise Software
9 3 (4.48%) RIA
Operating Systems
1 8 (11.94%) Linux
1 8 (11.94%) Windows
2 5 (7.46%) Unix
3 2 (2.99%) VMS
4 1 (1.49%) Ubuntu
Processes & Methodologies
1 36 (53.73%) Agile Software Development
2 26 (38.81%) Analytics
3 21 (31.34%) ETL
4 18 (26.87%) Software Engineering
5 16 (23.88%) Data Management
6 15 (22.39%) Data Governance
6 15 (22.39%) Scrum
7 13 (19.40%) Workflow
8 12 (17.91%) Data Analysis
9 11 (16.42%) Business Intelligence
10 10 (14.93%) Data Modelling
11 8 (11.94%) Anti-Money Laundering
11 8 (11.94%) Dashboard Development
11 8 (11.94%) Technical Analysis
12 7 (10.45%) Data Visualisation
12 7 (10.45%) OO
12 7 (10.45%) Open Source
12 7 (10.45%) SDLC
13 6 (8.96%) Statistical Modelling
13 6 (8.96%) TDD
Programming Languages
1 36 (53.73%) Java
2 28 (41.79%) Python
3 16 (23.88%) Scala
4 14 (20.90%) SQL
5 13 (19.40%) C++
6 11 (16.42%) C#
6 11 (16.42%) JavaScript
7 7 (10.45%) Perl
7 7 (10.45%) R
8 5 (7.46%) PowerShell
8 5 (7.46%) Ruby
9 3 (4.48%) C
9 3 (4.48%) Shell Script
9 3 (4.48%) VBScript
10 2 (2.99%) Bash Shell
10 2 (2.99%) PHP
10 2 (2.99%) T-SQL
10 2 (2.99%) XQuery
11 1 (1.49%) PL/SQL
Qualifications
1 21 (31.34%) Degree
2 1 (1.49%) CISSP
2 1 (1.49%) SANS
Quality Assurance & Compliance
1 1 (1.49%) QA
System Software
1 2 (2.99%) Apache Flume
2 1 (1.49%) HDFS
Systems Management
1 4 (5.97%) QRadar
2 3 (4.48%) Fluentd
2 3 (4.48%) Nagios
2 3 (4.48%) Nessus
2 3 (4.48%) Oozie
3 2 (2.99%) Opscode Chef
3 2 (2.99%) Rundeck
4 1 (1.49%) Ambari
4 1 (1.49%) ArcSight ESM
4 1 (1.49%) Hadoop YARN
4 1 (1.49%) MOM
Vendors
1 14 (20.90%) Microsoft
2 13 (19.40%) Oracle
3 12 (17.91%) Informatica
3 12 (17.91%) Splunk
4 10 (14.93%) Tableau
5 7 (10.45%) Greenplum
6 6 (8.96%) Netezza
6 6 (8.96%) Red Hat
7 5 (7.46%) Teradata
8 4 (5.97%) ArcSight
9 3 (4.48%) IBM
9 3 (4.48%) Qualys
9 3 (4.48%) ServiceNow
10 2 (2.99%) Cognos
10 2 (2.99%) MicroStrategy
10 2 (2.99%) Talend
11 1 (1.49%) Ab Initio
11 1 (1.49%) Cloudera
11 1 (1.49%) MapR
11 1 (1.49%) Symantec
Edinburgh & Lothians
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 4 days ago
Edinburgh & Lothians
ECM Selection
Salary: to £60k DOE plus benefits
Posted: 6 days ago
Edinburgh & Lothians
ECM Selection
Salary: £Competitive + benefits
Posted: 5 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £55000 per annum + benefits
Posted: 26 days ago
Glasgow, Lanarkshire
CGI
Salary: £43000 - £50000 per annum + Benefits
Posted: 26 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £40000 per annum + benefits
Posted: 26 days ago