The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
Scotland / Edinburgh
Rank 50 70 92
Rank change year-on-year
+20 +22
Permanent jobs citing Hadoop 40 27 13
As % of all permanent IT jobs located in Edinburgh 3.77% 2.10% 0.96%
As % of the Database & Business Intelligence category 12.38% 7.42% 3.44%
Number of salaries quoted 24 19 10
Median salary £55,000 £45,000 £41,250
Median salary % change year-on-year
+22.22% +9.09%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £71,500 £72,000 £51,000
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 Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Permanent IT job ads with a match in the
Database & Business Intelligence category
323 364 378
As % of all permanent IT jobs located in Edinburgh 30.47% 28.35% 27.94%
Number of salaries quoted 205 280 285
Median salary £45,000 £47,500 £41,500
Median salary % change year-on-year
-5.26% +14.45%
90% offered a salary of more than £32,500 £36,500 £33,000
10% offered a salary of more than £71,500 £55,000 £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 Edinburgh

The demand trend of job ads across the Edinburgh region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Edinburgh

Hadoop
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop across the Edinburgh region.

Hadoop Salary Trend in Edinburgh

Hadoop
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Hadoop across the Edinburgh region over the 3 months to 21 January 2017.

Hadoop Salary Histogram in Edinburgh

Hadoop
Top 30 Related IT Skills in Edinburgh

For the 6 months to 21 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 Edinburgh region with a requirement for Hadoop.

1 33 (56.90%) Python
1 33 (56.90%) Analytics
2 29 (50.00%) Apache Hive
3 28 (48.28%) Big Data
4 27 (46.55%) Finance
5 23 (39.66%) MongoDB
6 22 (37.93%) SQL
7 20 (34.48%) Agile Software Development
8 19 (32.76%) Workflow
8 19 (32.76%) Open Source
8 19 (32.76%) Machine Learning
9 18 (31.03%) Java
9 18 (31.03%) Linux
9 18 (31.03%) SAS
10 17 (29.31%) Data Mining
11 16 (27.59%) PostgreSQL
11 16 (27.59%) Degree
11 16 (27.59%) Apache Pig
11 16 (27.59%) Analytical Skills
12 15 (25.86%) Anti-Money Laundering
12 15 (25.86%) Data Analysis
12 15 (25.86%) Project Management
13 14 (24.14%) Data Warehouse
13 14 (24.14%) Spring
13 14 (24.14%) Neo4j
13 14 (24.14%) R
13 14 (24.14%) KYC
14 13 (22.41%) ELK Stack
14 13 (22.41%) Case Management
14 13 (22.41%) Microservices

Hadoop
Top Related IT Skills in Edinburgh 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 18 (31.03%) SAS
2 16 (27.59%) Apache Pig
3 10 (17.24%) Apache Spark
4 7 (12.07%) JBoss
5 2 (3.45%) GeoServer
6 1 (1.72%) Liferay
Applications
1 1 (1.72%) MS Excel
1 1 (1.72%) Stata
Cloud Services
1 6 (10.34%) SaaS
2 2 (3.45%) Cloud Computing
3 1 (1.72%) Amazon AWS
3 1 (1.72%) Amazon EMR
Communications & Networking
1 2 (3.45%) HTTP
Database & Business Intelligence
1 29 (50.00%) Apache Hive
2 28 (48.28%) Big Data
3 23 (39.66%) MongoDB
4 17 (29.31%) Data Mining
5 16 (27.59%) PostgreSQL
6 14 (24.14%) Data Warehouse
6 14 (24.14%) Neo4j
7 13 (22.41%) Pentaho
8 10 (17.24%) HBase
9 6 (10.34%) NoSQL
10 5 (8.62%) Oracle Reports
10 5 (8.62%) PowerCenter
10 5 (8.62%) RDBMS
10 5 (8.62%) Relational Database
11 4 (6.90%) OLAP
11 4 (6.90%) Oracle OLAP
12 2 (3.45%) GIS
12 2 (3.45%) Impala
12 2 (3.45%) Sqoop
13 1 (1.72%) SQL Server
Development Applications
1 13 (22.41%) Talend Open Studio
2 2 (3.45%) Ant
2 2 (3.45%) Git (software)
2 2 (3.45%) Maven
General
1 27 (46.55%) Finance
2 12 (20.69%) Legal
3 6 (10.34%) Games
4 5 (8.62%) Retail
5 4 (6.90%) Telecoms
6 1 (1.72%) Banking
Job Titles
1 13 (22.41%) Architect
2 12 (20.69%) Data Architect
2 12 (20.69%) Developer
3 9 (15.52%) Consultant
3 9 (15.52%) Java Developer
4 8 (13.79%) Senior Consultant
5 7 (12.07%) Data Scientist
6 6 (10.34%) Data Engineer
6 6 (10.34%) Software Engineer
7 5 (8.62%) Hadoop Consultant
7 5 (8.62%) Senior Architect
7 5 (8.62%) Senior Data Architect
7 5 (8.62%) Software Developer
8 4 (6.90%) Hadoop Architect
8 4 (6.90%) Hadoop Engineer
8 4 (6.90%) SAS Consultant
8 4 (6.90%) Senior SAS Consultant
9 3 (5.17%) Big Data Engineer
9 3 (5.17%) Java Software Developer
9 3 (5.17%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 14 (24.14%) Spring
2 13 (22.41%) ActiveMQ
2 13 (22.41%) Apache Camel
2 13 (22.41%) Drools
2 13 (22.41%) ELK Stack
2 13 (22.41%) jBPM
3 12 (20.69%) Java EE
4 8 (13.79%) Middleware
5 6 (10.34%) XML
5 6 (10.34%) XSLT
6 4 (6.90%) Kafka
6 4 (6.90%) REST
7 3 (5.17%) AngularJS
8 2 (3.45%) CSS
8 2 (3.45%) CSS3
8 2 (3.45%) D3.js
8 2 (3.45%) Hibernate
8 2 (3.45%) HTML
8 2 (3.45%) HTML5
8 2 (3.45%) React
Miscellaneous
1 16 (27.59%) Analytical Skills
2 5 (8.62%) Data Integration
3 3 (5.17%) Computer Science
4 1 (1.72%) Applied Mathematics
4 1 (1.72%) Informatics
4 1 (1.72%) Management Information System
4 1 (1.72%) Mathematics
4 1 (1.72%) Statistics
4 1 (1.72%) Visualisation
Operating Systems
1 18 (31.03%) Linux
2 9 (15.52%) Unix
3 1 (1.72%) CentOS
3 1 (1.72%) Ubuntu
Processes & Methodologies
1 33 (56.90%) Analytics
2 20 (34.48%) Agile Software Development
3 19 (32.76%) Machine Learning
3 19 (32.76%) Open Source
3 19 (32.76%) Workflow
4 15 (25.86%) Anti-Money Laundering
4 15 (25.86%) Data Analysis
4 15 (25.86%) Project Management
5 14 (24.14%) KYC
6 13 (22.41%) Business Analysis
6 13 (22.41%) Business Analytics
6 13 (22.41%) Case Management
6 13 (22.41%) Change Control
6 13 (22.41%) Continuous Integration
6 13 (22.41%) Functional Testing
6 13 (22.41%) Microservices
6 13 (22.41%) Regression Analysis
6 13 (22.41%) SOA
6 13 (22.41%) TDD
7 12 (20.69%) Risk Management
Programming Languages
1 33 (56.90%) Python
2 22 (37.93%) SQL
3 18 (31.03%) Java
4 14 (24.14%) R
5 9 (15.52%) Perl
6 5 (8.62%) PL/SQL
7 4 (6.90%) Shell Script
8 3 (5.17%) Scala
9 2 (3.45%) C++
9 2 (3.45%) JavaScript
10 1 (1.72%) Jython
Qualifications
1 16 (27.59%) Degree
2 2 (3.45%) Security Cleared
3 1 (1.72%) SC Cleared
System Software
1 4 (6.90%) HDFS
2 2 (3.45%) Docker
3 1 (1.72%) Hyper-V
Systems Management
1 13 (22.41%) Ambari
2 4 (6.90%) Hadoop YARN
3 2 (3.45%) Oozie
Vendors
1 13 (22.41%) Talend
2 10 (17.24%) Oracle
3 9 (15.52%) Informatica
4 7 (12.07%) Cloudera
5 1 (1.72%) Greenplum
5 1 (1.72%) Microsoft
5 1 (1.72%) Tableau
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 5 days ago