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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 103 117 143
Rank change year-on-year
+14 +26
Permanent jobs citing Hadoop 36 45 24
As % of all permanent IT jobs located in Scotland 1.52% 1.47% 0.76%
As % of the Database & Business Intelligence category 4.82% 4.70% 2.22%
Number of salaries quoted 19 26 17
Median salary £47,500 £45,000 £37,500
Median salary % change year-on-year
+5.55% +20.00%
90% offered a salary of more than £39,500 £37,750 £36,500
10% offered a salary of more than £71,500 £55,000 £54,500
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
747 957 1081
As % of all permanent IT jobs located in Scotland 31.48% 31.21% 34.05%
Number of salaries quoted 482 627 739
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £63,300 £60,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 8 December 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 8 December 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 +20 18 £40,000 -15.78% 2
Edinburgh +7 17 £60,000 +46.34% 6
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 8 December 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 68 (62.39%) Big Data
2 64 (58.72%) Agile Software Development
3 56 (51.38%) Python
4 50 (45.87%) Java
5 47 (43.12%) Finance
6 41 (37.61%) MongoDB
7 39 (35.78%) Apache Hive
7 39 (35.78%) Oracle
7 39 (35.78%) Linux
8 33 (30.28%) SQL
8 33 (30.28%) Analytics
9 30 (27.52%) Apache Spark
9 30 (27.52%) Open Source
10 29 (26.61%) Scrum
11 28 (25.69%) Unix
11 28 (25.69%) HBase
12 27 (24.77%) Spring
13 26 (23.85%) Perl
13 26 (23.85%) Data Warehouse
14 24 (22.02%) ETL
14 24 (22.02%) PostgreSQL
14 24 (22.02%) Continuous Integration
15 21 (19.27%) Drools
15 21 (19.27%) Scala
16 20 (18.35%) Talend Open Studio
16 20 (18.35%) Pentaho
16 20 (18.35%) SDLC
16 20 (18.35%) Talend
16 20 (18.35%) Software Engineering
16 20 (18.35%) Data Modelling

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 30 (27.52%) Apache Spark
2 19 (17.43%) JBoss
3 13 (11.93%) Apache Pig
4 11 (10.09%) SAS
5 4 (3.67%) GemFire
6 3 (2.75%) Alfresco
6 3 (2.75%) Mule
6 3 (2.75%) SugarCRM
7 2 (1.83%) GeoServer
7 2 (1.83%) WebSphere
8 1 (0.92%) Apache
8 1 (0.92%) Liferay
Applications
1 5 (4.59%) MS Excel
2 3 (2.75%) Stata
Cloud Services
1 11 (10.09%) SaaS
2 6 (5.50%) Microsoft Azure
3 5 (4.59%) Amazon AWS
4 4 (3.67%) Amazon CloudWatch
4 4 (3.67%) Amazon EC2
4 4 (3.67%) Amazon S3
4 4 (3.67%) IaaS
4 4 (3.67%) PaaS
5 1 (0.92%) Amazon EMR
5 1 (0.92%) Cloud Computing
Communications & Networking
1 2 (1.83%) HTTP
Database & Business Intelligence
1 68 (62.39%) Big Data
2 41 (37.61%) MongoDB
3 39 (35.78%) Apache Hive
4 28 (25.69%) HBase
5 26 (23.85%) Data Warehouse
6 24 (22.02%) PostgreSQL
7 20 (18.35%) Pentaho
8 17 (15.60%) Neo4j
9 14 (12.84%) NoSQL
10 11 (10.09%) Sqoop
11 10 (9.17%) Impala
11 10 (9.17%) OLAP
11 10 (9.17%) Oracle OLAP
12 9 (8.26%) Oracle Reports
12 9 (8.26%) PowerCenter
12 9 (8.26%) SQL Server
13 8 (7.34%) Apache Cassandra
13 8 (7.34%) Data Mining
13 8 (7.34%) Spotfire
14 7 (6.42%) Relational Database
Development Applications
1 20 (18.35%) Talend Open Studio
2 16 (14.68%) Git (software)
3 12 (11.01%) Jenkins
3 12 (11.01%) Subversion
4 8 (7.34%) JIRA
5 5 (4.59%) Ant
6 4 (3.67%) Bitbucket
6 4 (3.67%) GitLab
7 3 (2.75%) Maven
8 2 (1.83%) Visual Studio
9 1 (0.92%) JUnit
General
1 47 (43.12%) Finance
2 13 (11.93%) Games
3 10 (9.17%) Banking
3 10 (9.17%) Retail
3 10 (9.17%) Telecoms
4 3 (2.75%) Aerospace
4 3 (2.75%) Investment Banking
4 3 (2.75%) Spanish Language
5 2 (1.83%) Marketing
Job Titles
1 45 (41.28%) Developer
2 26 (23.85%) Java Developer
3 19 (17.43%) Architect
4 18 (16.51%) Data Architect
5 12 (11.01%) Big Data Developer
6 11 (10.09%) Data Engineer
7 8 (7.34%) Hadoop Engineer
8 7 (6.42%) Data Scientist
8 7 (6.42%) Senior Data Scientist
9 5 (4.59%) Lead Developer
9 5 (4.59%) Software Developer
9 5 (4.59%) Software Engineer
10 4 (3.67%) Data Modeller
10 4 (3.67%) Hadoop Architect
10 4 (3.67%) Hadoop Developer
10 4 (3.67%) Information Architect
11 3 (2.75%) Big Data Engineer
11 3 (2.75%) Business Intelligence Lead
11 3 (2.75%) Open Source Developer
11 3 (2.75%) Scala Developer
Libraries, Frameworks & Software Standards
1 27 (24.77%) Spring
2 21 (19.27%) Drools
3 17 (15.60%) ActiveMQ
3 17 (15.60%) Apache Camel
3 17 (15.60%) jBPM
4 16 (14.68%) ELK Stack
5 15 (13.76%) D3.js
6 14 (12.84%) REST
7 13 (11.93%) HTML
7 13 (11.93%) Java EE
7 13 (11.93%) Middleware
8 12 (11.01%) Hibernate
9 10 (9.17%) HTML5
10 8 (7.34%) AngularJS
10 8 (7.34%) XML
10 8 (7.34%) XSLT
11 7 (6.42%) Kafka
12 5 (4.59%) CSS
12 5 (4.59%) Web Services
13 4 (3.67%) SciPy
Miscellaneous
1 15 (13.76%) Analytical Skills
2 14 (12.84%) Market Risk
3 11 (10.09%) Visualisation
4 9 (8.26%) Mathematics
5 6 (5.50%) Data Integration
6 5 (4.59%) Computer Science
6 5 (4.59%) Statistics
7 4 (3.67%) Hybrid Cloud
7 4 (3.67%) N-Tier
7 4 (3.67%) Public Cloud
7 4 (3.67%) Taxonomies
8 3 (2.75%) Applied Mathematics
8 3 (2.75%) Informatics
9 2 (1.83%) User Experience
10 1 (0.92%) Management Information System
Operating Systems
1 39 (35.78%) Linux
2 28 (25.69%) Unix
3 11 (10.09%) Windows
4 8 (7.34%) Ubuntu
5 4 (3.67%) CentOS
6 1 (0.92%) Android
6 1 (0.92%) Apple iOS
6 1 (0.92%) Red Hat Enterprise Linux
Processes & Methodologies
1 64 (58.72%) Agile Software Development
2 33 (30.28%) Analytics
3 30 (27.52%) Open Source
4 29 (26.61%) Scrum
5 24 (22.02%) Continuous Integration
5 24 (22.02%) ETL
6 20 (18.35%) Data Modelling
6 20 (18.35%) SDLC
6 20 (18.35%) Software Engineering
7 17 (15.60%) Data Analytics
8 16 (14.68%) Business Intelligence
8 16 (14.68%) Microservices
8 16 (14.68%) Workflow
9 15 (13.76%) Data Analysis
10 14 (12.84%) Logical Data Model
10 14 (12.84%) SOA
10 14 (12.84%) TDD
11 13 (11.93%) Data Architecture
11 13 (11.93%) Data Governance
12 12 (11.01%) Data Management
Programming Languages
1 56 (51.38%) Python
2 50 (45.87%) Java
3 33 (30.28%) SQL
4 26 (23.85%) Perl
5 21 (19.27%) Scala
6 13 (11.93%) PL/SQL
7 10 (9.17%) Shell Script
8 7 (6.42%) JavaScript
8 7 (6.42%) PHP
9 6 (5.50%) R
10 4 (3.67%) Jython
10 4 (3.67%) Ruby
11 2 (1.83%) C++
Qualifications
1 14 (12.84%) Degree
2 4 (3.67%) SC Cleared
2 4 (3.67%) Security Cleared
3 2 (1.83%) PhD
Quality Assurance & Compliance
1 1 (0.92%) Data Quality
System Software
1 8 (7.34%) Apache Flume
2 7 (6.42%) Docker
3 5 (4.59%) HDFS
4 1 (0.92%) Hyper-V
Systems Management
1 11 (10.09%) Oozie
2 8 (7.34%) Rundeck
3 5 (4.59%) Puppet
4 4 (3.67%) Ansible
4 4 (3.67%) Hadoop YARN
4 4 (3.67%) Kubernetes
4 4 (3.67%) Mesos
4 4 (3.67%) Opscode Chef
5 2 (1.83%) MOM
6 1 (0.92%) Ambari
Vendors
1 39 (35.78%) Oracle
2 20 (18.35%) Talend
3 19 (17.43%) Informatica
4 17 (15.60%) Tableau
5 11 (10.09%) Cloudera
6 5 (4.59%) Microsoft
7 4 (3.67%) SaltStack
7 4 (3.67%) Splunk
7 4 (3.67%) Sybase
7 4 (3.67%) Terracotta
8 3 (2.75%) Greenplum
8 3 (2.75%) MicroStrategy
Edinburgh, Midlothian
Churchill Frank
Salary: £80000 - £100000 per annum + Bonus
Posted: 8 hours ago
Glasgow, Lanarkshire
Cornucopia IT Resourcing Ltd
Salary: Benefits
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£65,000 depending on experience.
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 3 days ago
Dundee, Angus
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 3 days ago
Edinburgh
TDA Group
Salary: £60000 - £75000 per annum + Bonus
Posted: 24 days ago
Glasgow, Lanarkshire
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 20 days ago
Edinburgh, Midlothian
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 21 days ago