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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
UK / Scotland
Rank 81 116 137
Rank change year-on-year
+35 +21
Permanent jobs citing Hadoop 49 40 23
As % of all permanent IT jobs located in Scotland 2.19% 1.37% 0.76%
As % of the Database & Business Intelligence category 6.46% 4.19% 2.37%
Number of salaries quoted 29 25 17
Median salary £55,000 £45,000 £40,000
Median salary % change year-on-year
+22.22% +12.50%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £71,500 £66,000 £53,000
UK excluding London median salary £55,000 £52,500 £50,000
% change year-on-year
+4.76% +5.00%

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
759 954 972
As % of all permanent IT jobs located in Scotland 33.94% 32.68% 32.07%
Number of salaries quoted 469 609 672
Median salary £45,000 £46,000 £40,000
Median salary % change year-on-year
-2.17% +15.00%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £60,250 £60,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 24 January 2017.

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 24 January 2017. 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 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 +17 40 £60,000 +33.33% 6
Glasgow +21 9 £53,750 +16.21%
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 24 January 2017, 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 50 (56.18%) Big Data
2 46 (51.69%) Python
3 45 (50.56%) Analytics
4 44 (49.44%) Finance
5 40 (44.94%) Java
6 39 (43.82%) Apache Hive
7 36 (40.45%) Agile Software Development
8 35 (39.33%) MongoDB
9 32 (35.96%) SQL
10 29 (32.58%) Open Source
11 27 (30.34%) Linux
12 25 (28.09%) Spring
12 25 (28.09%) Degree
13 23 (25.84%) Workflow
13 23 (25.84%) Continuous Integration
13 23 (25.84%) Apache Pig
14 21 (23.60%) Drools
15 20 (22.47%) Talend Open Studio
15 20 (22.47%) Pentaho
15 20 (22.47%) Machine Learning
15 20 (22.47%) Talend
15 20 (22.47%) PostgreSQL
15 20 (22.47%) Unix
16 19 (21.35%) Microservices
16 19 (21.35%) Apache Spark
16 19 (21.35%) ELK Stack
17 18 (20.22%) Analytical Skills
17 18 (20.22%) Neo4j
17 18 (20.22%) SAS
17 18 (20.22%) Data Analysis

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 23 (25.84%) Apache Pig
2 19 (21.35%) Apache Spark
3 18 (20.22%) SAS
4 14 (15.73%) JBoss
5 4 (4.49%) GemFire
6 3 (3.37%) Alfresco
6 3 (3.37%) Apache
6 3 (3.37%) Mule
6 3 (3.37%) SugarCRM
7 2 (2.25%) GeoServer
7 2 (2.25%) WebSphere
8 1 (1.12%) Liferay
Applications
1 1 (1.12%) MS Excel
1 1 (1.12%) Stata
Cloud Services
1 7 (7.87%) Microsoft Azure
2 6 (6.74%) SaaS
3 5 (5.62%) Amazon AWS
4 4 (4.49%) Amazon CloudWatch
4 4 (4.49%) Amazon EC2
4 4 (4.49%) Amazon S3
4 4 (4.49%) IaaS
4 4 (4.49%) PaaS
5 2 (2.25%) Cloud Computing
6 1 (1.12%) Amazon EMR
Communications & Networking
1 2 (2.25%) HTTP
1 2 (2.25%) Internet
Database & Business Intelligence
1 50 (56.18%) Big Data
2 39 (43.82%) Apache Hive
3 35 (39.33%) MongoDB
4 20 (22.47%) Pentaho
4 20 (22.47%) PostgreSQL
5 18 (20.22%) Neo4j
6 17 (19.10%) Data Mining
6 17 (19.10%) NoSQL
7 15 (16.85%) Data Warehouse
8 13 (14.61%) HBase
9 9 (10.11%) Apache Cassandra
10 7 (7.87%) RDBMS
10 7 (7.87%) Relational Database
10 7 (7.87%) Sqoop
11 5 (5.62%) Oracle Reports
11 5 (5.62%) PowerCenter
12 4 (4.49%) Flink
12 4 (4.49%) Impala
12 4 (4.49%) OLAP
12 4 (4.49%) SQL Server
Development Applications
1 20 (22.47%) Talend Open Studio
2 6 (6.74%) Jenkins
3 5 (5.62%) Ant
3 5 (5.62%) Git (software)
4 3 (3.37%) Maven
5 2 (2.25%) JIRA
5 2 (2.25%) Subversion
6 1 (1.12%) JUnit
6 1 (1.12%) Visual Studio
General
1 44 (49.44%) Finance
2 12 (13.48%) Legal
3 6 (6.74%) Games
4 5 (5.62%) Retail
5 4 (4.49%) Telecoms
6 3 (3.37%) Aerospace
6 3 (3.37%) Banking
6 3 (3.37%) Spanish Language
7 2 (2.25%) Marketing
7 2 (2.25%) Publishing
Job Titles
1 28 (31.46%) Developer
2 22 (24.72%) Java Developer
3 18 (20.22%) Architect
4 17 (19.10%) Data Architect
5 9 (10.11%) Consultant
6 8 (8.99%) Senior Consultant
6 8 (8.99%) Software Engineer
7 7 (7.87%) Data Engineer
7 7 (7.87%) Data Scientist
8 6 (6.74%) Senior Architect
8 6 (6.74%) Senior Data Architect
8 6 (6.74%) Software Developer
9 5 (5.62%) Hadoop Consultant
10 4 (4.49%) Big Data Engineer
10 4 (4.49%) Data Modeller
10 4 (4.49%) Hadoop Architect
10 4 (4.49%) Hadoop Engineer
10 4 (4.49%) Information Architect
10 4 (4.49%) Java Engineer
10 4 (4.49%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 25 (28.09%) Spring
2 21 (23.60%) Drools
3 19 (21.35%) ELK Stack
4 17 (19.10%) ActiveMQ
4 17 (19.10%) Apache Camel
4 17 (19.10%) jBPM
5 16 (17.98%) Java EE
6 13 (14.61%) Middleware
7 10 (11.24%) REST
8 9 (10.11%) Kafka
9 8 (8.99%) Hibernate
9 8 (8.99%) XML
9 8 (8.99%) XSLT
10 7 (7.87%) AngularJS
11 6 (6.74%) HTML
12 4 (4.49%) CSS
12 4 (4.49%) D3.js
12 4 (4.49%) NumPy
12 4 (4.49%) SciPy
12 4 (4.49%) Web Services
Miscellaneous
1 18 (20.22%) Analytical Skills
2 9 (10.11%) Data Integration
3 5 (5.62%) Mathematics
4 4 (4.49%) Hybrid Cloud
4 4 (4.49%) N-Tier
4 4 (4.49%) Public Cloud
4 4 (4.49%) Taxonomies
5 3 (3.37%) Computer Science
5 3 (3.37%) Visualisation
6 2 (2.25%) Algorithms
6 2 (2.25%) Market Risk
7 1 (1.12%) Applied Mathematics
7 1 (1.12%) Informatics
7 1 (1.12%) Management Information System
7 1 (1.12%) Statistics
7 1 (1.12%) User Experience
Operating Systems
1 27 (30.34%) Linux
2 20 (22.47%) Unix
3 11 (12.36%) Windows
4 3 (3.37%) Ubuntu
5 1 (1.12%) Android
5 1 (1.12%) Apple iOS
5 1 (1.12%) CentOS
5 1 (1.12%) Red Hat Enterprise Linux
Processes & Methodologies
1 45 (50.56%) Analytics
2 36 (40.45%) Agile Software Development
3 29 (32.58%) Open Source
4 23 (25.84%) Continuous Integration
4 23 (25.84%) Workflow
5 20 (22.47%) Machine Learning
6 19 (21.35%) Microservices
7 18 (20.22%) Data Analysis
8 17 (19.10%) Data Modelling
8 17 (19.10%) SOA
8 17 (19.10%) Software Engineering
8 17 (19.10%) TDD
9 16 (17.98%) Business Analysis
10 15 (16.85%) Anti-Money Laundering
10 15 (16.85%) Data Analytics
10 15 (16.85%) Project Management
10 15 (16.85%) Scrum
11 14 (15.73%) KYC
12 13 (14.61%) Business Analytics
12 13 (14.61%) Functional Testing
Programming Languages
1 46 (51.69%) Python
2 40 (44.94%) Java
3 32 (35.96%) SQL
4 16 (17.98%) Perl
5 14 (15.73%) R
6 8 (8.99%) JavaScript
7 5 (5.62%) PL/SQL
7 5 (5.62%) Scala
8 4 (4.49%) Ruby
8 4 (4.49%) Shell Script
9 3 (3.37%) C++
9 3 (3.37%) PHP
10 1 (1.12%) Jython
Qualifications
1 25 (28.09%) Degree
2 5 (5.62%) Security Cleared
3 4 (4.49%) SC Cleared
System Software
1 7 (7.87%) Docker
1 7 (7.87%) HDFS
2 4 (4.49%) Apache Flume
3 1 (1.12%) Hyper-V
Systems Management
1 13 (14.61%) Ambari
2 7 (7.87%) Oozie
3 4 (4.49%) Hadoop YARN
3 4 (4.49%) Kubernetes
3 4 (4.49%) Mesos
4 2 (2.25%) Rundeck
5 1 (1.12%) Puppet
Vendors
1 20 (22.47%) Talend
2 17 (19.10%) Oracle
3 9 (10.11%) Informatica
4 7 (7.87%) Cloudera
5 4 (4.49%) Splunk
5 4 (4.49%) Sybase
5 4 (4.49%) Terracotta
6 3 (3.37%) MicroStrategy
6 3 (3.37%) Tableau
7 2 (2.25%) Microsoft
8 1 (1.12%) Greenplum
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 hours ago
Edinburgh, Midlothian
Hydrogen Group
Salary: excellent benefits
Posted: 3 hours ago
Edinburgh
Churchill Frank
Salary: £65000 - £75000 per annum + Benefits
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 21 hours ago
Dundee, Angus
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 21 hours ago
Edinburgh, Midlothian
McGregor Boyall
Salary: £51000 - £80000 per annum
Posted: 22 hours ago