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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 84 128 169
Rank change year-on-year
+44 +41
Permanent jobs citing Hadoop 74 33 13
As % of all permanent IT jobs located in Scotland 2.59% 1.04% 0.35%
As % of the Database & Business Intelligence category 7.86% 3.00% 1.08%
Number of salaries quoted 35 17 11
Median salary £55,000 £67,500 £37,500
Median salary % change year-on-year
-18.51% +80.00%
90% offered a salary of more than £40,000 £44,500 £35,000
10% offered a salary of more than £60,000 £79,550 £42,500
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
941 1099 1209
As % of all permanent IT jobs located in Scotland 32.97% 34.49% 32.98%
Number of salaries quoted 461 712 819
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 23 July 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 23 July 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 +23 41 £50,000 -21.87% 3
Edinburgh +5 19 £55,000 -21.42% 7
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 23 July 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 70 (67.31%) Big Data
2 68 (65.38%) Agile Software Development
3 57 (54.81%) Python
4 50 (48.08%) Java
5 45 (43.27%) Finance
5 45 (43.27%) Apache Spark
6 39 (37.50%) Oracle
7 32 (30.77%) SQL
8 31 (29.81%) ETL
8 31 (29.81%) Scrum
9 30 (28.85%) Scala
10 28 (26.92%) Analytical Skills
11 27 (25.96%) Analytics
12 26 (25.00%) Tableau
12 26 (25.00%) Informatica
12 26 (25.00%) Linux
13 23 (22.12%) Data Warehouse
13 23 (22.12%) Apache Hive
13 23 (22.12%) MongoDB
14 22 (21.15%) D3.js
14 22 (21.15%) Business Intelligence
14 22 (21.15%) Software Engineering
15 21 (20.19%) SDLC
16 20 (19.23%) Data Management
16 20 (19.23%) SAS
17 19 (18.27%) Market Risk
17 19 (18.27%) Degree
18 18 (17.31%) Git (software)
18 18 (17.31%) Data Governance
18 18 (17.31%) HBase

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 45 (43.27%) Apache Spark
2 20 (19.23%) SAS
3 10 (9.62%) JBoss
4 8 (7.69%) Apache
5 5 (4.81%) Apache Pig
6 4 (3.85%) Apache Solr
6 4 (3.85%) Elasticsearch
7 2 (1.92%) GemFire
7 2 (1.92%) Mule
7 2 (1.92%) Mule ESB
7 2 (1.92%) Tomcat
Applications
1 11 (10.58%) MS Excel
2 7 (6.73%) Stata
3 2 (1.92%) MS PowerPoint
Cloud Services
1 5 (4.81%) SaaS
2 2 (1.92%) Amazon AWS
3 1 (0.96%) Microsoft Azure
Communications & Networking
1 3 (2.88%) FTP
1 3 (2.88%) HTTP
1 3 (2.88%) SNMP
1 3 (2.88%) TCP/IP
2 1 (0.96%) DNS
2 1 (0.96%) Firewall
Database & Business Intelligence
1 70 (67.31%) Big Data
2 23 (22.12%) Apache Hive
2 23 (22.12%) Data Warehouse
2 23 (22.12%) MongoDB
3 18 (17.31%) HBase
4 14 (13.46%) PostgreSQL
5 12 (11.54%) SQL Server
6 10 (9.62%) Impala
6 10 (9.62%) Spotfire
6 10 (9.62%) Sqoop
7 9 (8.65%) Data Mining
7 9 (8.65%) PowerCenter
8 8 (7.69%) OLAP
8 8 (7.69%) Oracle OLAP
9 5 (4.81%) IBM InfoSphere
9 5 (4.81%) Neo4j
9 5 (4.81%) NoSQL
9 5 (4.81%) Oracle Reports
9 5 (4.81%) Pentaho
9 5 (4.81%) Relational Database
Development Applications
1 18 (17.31%) Git (software)
2 16 (15.38%) Subversion
3 12 (11.54%) Jenkins
4 11 (10.58%) JIRA
5 6 (5.77%) Bitbucket
5 6 (5.77%) GitLab
6 5 (4.81%) Maven
6 5 (4.81%) Talend Open Studio
7 3 (2.88%) JUnit
8 2 (1.92%) Cucumber
8 2 (1.92%) FitNesse
8 2 (1.92%) Selenium
9 1 (0.96%) Ant
9 1 (0.96%) Gradle
9 1 (0.96%) Visual Studio
General
1 45 (43.27%) Finance
2 15 (14.42%) Games
3 14 (13.46%) Banking
4 8 (7.69%) Retail
4 8 (7.69%) Telecoms
5 6 (5.77%) Investment Banking
6 3 (2.88%) Publishing
Job Titles
1 51 (49.04%) Developer
2 28 (26.92%) Big Data Developer
3 14 (13.46%) Java Developer
4 11 (10.58%) Architect
4 11 (10.58%) Consultant
5 10 (9.62%) Hadoop Developer
6 9 (8.65%) Data Architect
6 9 (8.65%) Data Scientist
6 9 (8.65%) Python Developer
7 6 (5.77%) Applications Developer
7 6 (5.77%) Data Consultant
7 6 (5.77%) Hadoop Engineer
7 6 (5.77%) Lead Developer
7 6 (5.77%) Scala Developer
7 6 (5.77%) Senior Data Scientist
8 5 (4.81%) Big Data Consultant
8 5 (4.81%) Data Engineer
8 5 (4.81%) Open Source Developer
9 4 (3.85%) ETL Consultant
9 4 (3.85%) Informatica ETL Developer
Libraries, Frameworks & Software Standards
1 22 (21.15%) D3.js
2 14 (13.46%) Spring
3 13 (12.50%) HTML
4 12 (11.54%) HTML5
5 11 (10.58%) REST
6 8 (7.69%) Web Services
7 7 (6.73%) AngularJS
7 7 (6.73%) Drools
7 7 (6.73%) jBPM
7 7 (6.73%) Node.js
8 6 (5.77%) Hibernate
9 5 (4.81%) ActiveMQ
9 5 (4.81%) Apache Camel
9 5 (4.81%) Apache CXF
9 5 (4.81%) Apache Flex
9 5 (4.81%) Ext JS
9 5 (4.81%) J2EE
10 4 (3.85%) FpML
11 3 (2.88%) CGI
11 3 (2.88%) SOAP
Miscellaneous
1 28 (26.92%) Analytical Skills
2 19 (18.27%) Market Risk
3 17 (16.35%) Mathematics
3 17 (16.35%) Visualisation
4 16 (15.38%) Computer Science
5 12 (11.54%) Statistics
6 7 (6.73%) Applied Mathematics
6 7 (6.73%) Data Integration
6 7 (6.73%) Informatics
7 5 (4.81%) Management Information System
8 4 (3.85%) Enterprise Software
9 3 (2.88%) RIA
10 2 (1.92%) Virtual Team
11 1 (0.96%) User Experience
Operating Systems
1 26 (25.00%) Linux
2 14 (13.46%) Unix
3 8 (7.69%) Ubuntu
4 5 (4.81%) CentOS
5 1 (0.96%) Windows
Processes & Methodologies
1 68 (65.38%) Agile Software Development
2 31 (29.81%) ETL
2 31 (29.81%) Scrum
3 27 (25.96%) Analytics
4 22 (21.15%) Business Intelligence
4 22 (21.15%) Software Engineering
5 21 (20.19%) SDLC
6 20 (19.23%) Data Management
7 18 (17.31%) Data Analysis
7 18 (17.31%) Data Governance
8 17 (16.35%) Data Visualisation
8 17 (16.35%) Open Source
9 15 (14.42%) OO
9 15 (14.42%) Workflow
10 13 (12.50%) Continuous Integration
11 11 (10.58%) Data Modelling
12 10 (9.62%) Data Architecture
12 10 (9.62%) Kanban
12 10 (9.62%) Regression Testing
12 10 (9.62%) Trend Analysis
Programming Languages
1 57 (54.81%) Python
2 50 (48.08%) Java
3 32 (30.77%) SQL
4 30 (28.85%) Scala
5 17 (16.35%) Perl
6 13 (12.50%) C++
7 12 (11.54%) R
8 10 (9.62%) PL/SQL
8 10 (9.62%) Shell Script
9 6 (5.77%) JavaScript
9 6 (5.77%) PHP
10 5 (4.81%) C#
10 5 (4.81%) Jython
11 3 (2.88%) C
11 3 (2.88%) PowerShell
11 3 (2.88%) Ruby
11 3 (2.88%) VBScript
12 2 (1.92%) T-SQL
12 2 (1.92%) XQuery
Qualifications
1 19 (18.27%) Degree
2 2 (1.92%) PhD
3 1 (0.96%) CISSP
3 1 (0.96%) SANS
Quality Assurance & Compliance
1 1 (0.96%) Data Quality
1 1 (0.96%) QA
System Software
1 5 (4.81%) Apache Flume
Systems Management
1 10 (9.62%) Oozie
1 10 (9.62%) Rundeck
2 6 (5.77%) Ansible
2 6 (5.77%) Opscode Chef
2 6 (5.77%) Puppet
3 4 (3.85%) QRadar
4 3 (2.88%) Fluentd
4 3 (2.88%) MOM
4 3 (2.88%) Nagios
4 3 (2.88%) Nessus
5 1 (0.96%) ArcSight ESM
Vendors
1 39 (37.50%) Oracle
2 26 (25.00%) Informatica
2 26 (25.00%) Tableau
3 14 (13.46%) Microsoft
4 9 (8.65%) Greenplum
5 8 (7.69%) Netezza
6 6 (5.77%) Cloudera
6 6 (5.77%) SaltStack
6 6 (5.77%) Splunk
7 5 (4.81%) IBM
7 5 (4.81%) Talend
7 5 (4.81%) Teradata
8 4 (3.85%) ArcSight
8 4 (3.85%) MicroStrategy
9 3 (2.88%) Qualys
9 3 (2.88%) ServiceNow
10 1 (0.96%) Cognos
10 1 (0.96%) MapR
10 1 (0.96%) Red Hat
10 1 (0.96%) Symantec
Edinburgh, Midlothian
ARC IT Recruitment Ltd
Salary: £50,000 + Benefits
Posted: 22 hours ago
Edinburgh
TDA Group
Salary: £70000 - £75000 per annum + +OT +30 days holiday
Posted: 2 days ago
Glasgow, Lanarkshire
Scene One Ltd
Salary: Pension, Healthcare
Posted: Yesterday
Edinburgh, Midlothian
Sanderson
Salary: £55000 - £85000 per annum + Benefits
Posted: 2 days ago
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: 2 days ago
Glasgow, Lanarkshire
Search Consultancy
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40K-£60k plus attractive benefits, 30 days holiday and rapid career p
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Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£60,000
Posted: 4 days ago
Glasgow City Centre
JP Morgan Glasgow
Salary: Competitive + full benefits
Posted: 11 days ago
Edinburgh
TDA Group
Salary: £45000 - £55000 per annum + Bonus +On-call
Posted: 2 days ago