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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 85 134 158
Rank change year-on-year
+49 +24
Permanent jobs citing Hadoop 61 36 18
As % of all permanent IT jobs located in Scotland 2.41% 1.10% 0.50%
As % of the Database & Business Intelligence category 7.38% 3.52% 1.58%
Number of salaries quoted 35 21 15
Median salary £50,000 £60,000 £42,500
Median salary % change year-on-year
-16.66% +41.17%
90% offered a salary of more than £37,500 £45,500 £32,000
10% offered a salary of more than £60,000 £79,500 £69,000
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +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
826 1022 1142
As % of all permanent IT jobs located in Scotland 32.66% 31.17% 31.67%
Number of salaries quoted 514 665 739
Median salary £44,250 £44,000 £40,000
Median salary % change year-on-year
+0.56% +10.00%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £61,500 £55,000 £65,000
UK excluding London median salary £42,500 £42,500 £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 26 September 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 26 September 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
Edinburgh +28 29 £47,500 -13.63% 2
Glasgow +18 26 £40,000 -33.33% 3
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 26 September 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 75 (64.10%) Big Data
2 72 (61.54%) Agile Software Development
3 64 (54.70%) Python
4 59 (50.43%) Finance
5 52 (44.44%) Java
5 52 (44.44%) Oracle
6 42 (35.90%) SQL
7 38 (32.48%) Apache Spark
8 37 (31.62%) ETL
9 36 (30.77%) Apache Hive
10 35 (29.91%) Scrum
11 34 (29.06%) Informatica
12 31 (26.50%) Data Warehouse
12 31 (26.50%) Linux
13 29 (24.79%) MongoDB
14 28 (23.93%) Scala
15 27 (23.08%) Perl
16 26 (22.22%) Unix
16 26 (22.22%) HBase
17 24 (20.51%) Tableau
17 24 (20.51%) Analytical Skills
18 23 (19.66%) SDLC
19 22 (18.80%) Analytics
20 21 (17.95%) D3.js
20 21 (17.95%) Git (software)
20 21 (17.95%) Market Risk
20 21 (17.95%) Software Engineering
20 21 (17.95%) Business Intelligence
21 20 (17.09%) Data Analysis
22 19 (16.24%) Open Source

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 38 (32.48%) Apache Spark
2 14 (11.97%) SAS
3 13 (11.11%) JBoss
4 9 (7.69%) Apache
5 5 (4.27%) Apache Pig
6 4 (3.42%) GemFire
7 3 (2.56%) Alfresco
7 3 (2.56%) Mule
7 3 (2.56%) SugarCRM
8 2 (1.71%) Apache Solr
8 2 (1.71%) Elasticsearch
8 2 (1.71%) GeoServer
8 2 (1.71%) WebSphere
Applications
1 5 (4.27%) MS Excel
2 3 (2.56%) Stata
Cloud Services
1 9 (7.69%) SaaS
2 2 (1.71%) Microsoft Azure
3 1 (0.85%) Amazon AWS
Communications & Networking
1 2 (1.71%) FTP
1 2 (1.71%) HTTP
1 2 (1.71%) SNMP
1 2 (1.71%) TCP/IP
2 1 (0.85%) DNS
2 1 (0.85%) Firewall
Database & Business Intelligence
1 75 (64.10%) Big Data
2 36 (30.77%) Apache Hive
3 31 (26.50%) Data Warehouse
4 29 (24.79%) MongoDB
5 26 (22.22%) HBase
6 13 (11.11%) PostgreSQL
6 13 (11.11%) PowerCenter
7 12 (10.26%) Impala
7 12 (10.26%) NoSQL
7 12 (10.26%) OLAP
7 12 (10.26%) Oracle OLAP
7 12 (10.26%) Spotfire
7 12 (10.26%) Sqoop
8 9 (7.69%) Oracle Reports
8 9 (7.69%) Pentaho
9 8 (6.84%) Apache Cassandra
10 7 (5.98%) Data Mining
10 7 (5.98%) SQL Server
11 6 (5.13%) Neo4j
12 5 (4.27%) IBM InfoSphere
Development Applications
1 21 (17.95%) Git (software)
2 18 (15.38%) Subversion
3 13 (11.11%) JIRA
4 12 (10.26%) Jenkins
5 9 (7.69%) Talend Open Studio
6 6 (5.13%) Bitbucket
6 6 (5.13%) GitLab
7 3 (2.56%) Ant
8 2 (1.71%) Visual Studio
9 1 (0.85%) JUnit
9 1 (0.85%) Maven
General
1 59 (50.43%) Finance
2 15 (12.82%) Games
3 14 (11.97%) Banking
4 12 (10.26%) Retail
4 12 (10.26%) Telecoms
5 6 (5.13%) Investment Banking
6 3 (2.56%) Aerospace
7 2 (1.71%) Marketing
7 2 (1.71%) Publishing
Job Titles
1 58 (49.57%) Developer
2 30 (25.64%) Big Data Developer
3 20 (17.09%) Java Developer
4 18 (15.38%) Architect
5 17 (14.53%) Data Architect
6 10 (8.55%) Data Engineer
6 10 (8.55%) Hadoop Developer
7 9 (7.69%) Python Developer
8 8 (6.84%) Hadoop Engineer
9 7 (5.98%) Consultant
9 7 (5.98%) Data Scientist
9 7 (5.98%) Senior Data Scientist
10 6 (5.13%) Applications Developer
10 6 (5.13%) Lead Developer
10 6 (5.13%) Scala Developer
11 5 (4.27%) Hadoop Architect
11 5 (4.27%) Open Source Developer
12 4 (3.42%) Big Data Consultant
12 4 (3.42%) Informatica ETL Developer
12 4 (3.42%) Integration Developer
Libraries, Frameworks & Software Standards
1 21 (17.95%) D3.js
2 16 (13.68%) Spring
3 14 (11.97%) HTML
3 14 (11.97%) REST
4 12 (10.26%) HTML5
5 10 (8.55%) Drools
5 10 (8.55%) Hibernate
6 8 (6.84%) AngularJS
7 6 (5.13%) ActiveMQ
7 6 (5.13%) Apache Camel
7 6 (5.13%) Apache CXF
7 6 (5.13%) jBPM
7 6 (5.13%) Node.js
7 6 (5.13%) Web Services
8 5 (4.27%) Middleware
9 4 (3.42%) Ehcache
10 3 (2.56%) J2EE
10 3 (2.56%) Kafka
10 3 (2.56%) OpenMP
11 2 (1.71%) .NET
Miscellaneous
1 24 (20.51%) Analytical Skills
2 21 (17.95%) Market Risk
3 17 (14.53%) Mathematics
4 15 (12.82%) Visualisation
5 12 (10.26%) Computer Science
6 9 (7.69%) Data Integration
7 8 (6.84%) Statistics
8 4 (3.42%) N-Tier
8 4 (3.42%) Taxonomies
9 3 (2.56%) Applied Mathematics
9 3 (2.56%) Informatics
10 2 (1.71%) Management Information System
10 2 (1.71%) RIA
10 2 (1.71%) User Experience
11 1 (0.85%) Enterprise Software
Operating Systems
1 31 (26.50%) Linux
2 26 (22.22%) Unix
3 9 (7.69%) Ubuntu
4 8 (6.84%) Windows
5 6 (5.13%) CentOS
6 1 (0.85%) Red Hat Enterprise Linux
Processes & Methodologies
1 72 (61.54%) Agile Software Development
2 37 (31.62%) ETL
3 35 (29.91%) Scrum
4 23 (19.66%) SDLC
5 22 (18.80%) Analytics
6 21 (17.95%) Business Intelligence
6 21 (17.95%) Software Engineering
7 20 (17.09%) Data Analysis
8 19 (16.24%) Open Source
9 17 (14.53%) Data Management
9 17 (14.53%) OO
10 16 (13.68%) Continuous Integration
10 16 (13.68%) Data Modelling
10 16 (13.68%) Logical Data Model
11 15 (12.82%) Data Governance
11 15 (12.82%) Data Visualisation
12 14 (11.97%) Workflow
13 13 (11.11%) Data Architecture
13 13 (11.11%) Kanban
14 12 (10.26%) Trend Analysis
Programming Languages
1 64 (54.70%) Python
2 52 (44.44%) Java
3 42 (35.90%) SQL
4 28 (23.93%) Scala
5 27 (23.08%) Perl
6 14 (11.97%) PL/SQL
7 13 (11.11%) C++
8 12 (10.26%) Shell Script
9 9 (7.69%) PHP
10 7 (5.98%) R
11 6 (5.13%) JavaScript
11 6 (5.13%) Jython
12 2 (1.71%) C
12 2 (1.71%) C#
12 2 (1.71%) PowerShell
12 2 (1.71%) Ruby
12 2 (1.71%) VBScript
13 1 (0.85%) T-SQL
Qualifications
1 16 (13.68%) Degree
2 2 (1.71%) PhD
3 1 (0.85%) CISSP
3 1 (0.85%) SANS
3 1 (0.85%) SC Cleared
3 1 (0.85%) Security Cleared
Quality Assurance & Compliance
1 1 (0.85%) Data Quality
System Software
1 5 (4.27%) Apache Flume
2 3 (2.56%) Docker
3 2 (1.71%) HDFS
Systems Management
1 12 (10.26%) Oozie
1 12 (10.26%) Rundeck
2 7 (5.98%) Puppet
3 6 (5.13%) Ansible
3 6 (5.13%) Opscode Chef
4 3 (2.56%) MOM
4 3 (2.56%) QRadar
5 2 (1.71%) Fluentd
5 2 (1.71%) Hadoop YARN
5 2 (1.71%) Nagios
5 2 (1.71%) Nessus
6 1 (0.85%) ArcSight ESM
Vendors
1 52 (44.44%) Oracle
2 34 (29.06%) Informatica
3 24 (20.51%) Tableau
4 11 (9.40%) Cloudera
5 9 (7.69%) Talend
6 7 (5.98%) Microsoft
7 6 (5.13%) Netezza
7 6 (5.13%) SaltStack
8 5 (4.27%) IBM
9 4 (3.42%) MicroStrategy
9 4 (3.42%) Sybase
9 4 (3.42%) Terracotta
10 3 (2.56%) ArcSight
10 3 (2.56%) Greenplum
10 3 (2.56%) Splunk
11 2 (1.71%) Qualys
11 2 (1.71%) ServiceNow
11 2 (1.71%) Teradata
12 1 (0.85%) Ab Initio
12 1 (0.85%) Red Hat
Edinburgh & Lothians
Meraki Talent Ltd
Salary: Excellent plus bonus and benefits
Posted: 15 hours ago
Glasgow, Lanarkshire
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 4 days ago
Glasgow
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £50000.00 per annum
Posted: 27 days ago
Edinburgh
OHO Group Ltd.
Salary: £40000 - £65000 per annum, Benefits: Bonus
Posted: 21 days ago
Glasgow, Lanarkshire
CGI
Salary: £28000 - £42000 per annum + benefits
Posted: 27 days ago