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

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 72 84 98
Rank change year-on-year
+12 +14
Permanent jobs citing Hadoop 18 22 11
As % of all permanent IT jobs located in Edinburgh 1.63% 1.56% 0.76%
As % of the Database & Business Intelligence category 6.02% 5.85% 2.59%
Number of salaries quoted 15 18 8
Median salary £60,000 £41,000 £37,500
Median salary % change year-on-year
+46.34% +9.33%
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Hadoop
Scotland

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
299 376 424
As % of all permanent IT jobs located in Edinburgh 27.01% 26.69% 29.16%
Number of salaries quoted 210 278 316
Median salary £44,500 £44,000 £41,000
Median salary % change year-on-year
+1.13% +7.31%
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £71,500 £55,000 £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 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 11 December 2016.

Hadoop Salary Histogram in Edinburgh

Hadoop
Top 30 Related IT Skills in Edinburgh

For the 6 months to 11 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 Edinburgh region with a requirement for Hadoop.

1 32 (62.75%) Agile Software Development
1 32 (62.75%) Big Data
2 27 (52.94%) MongoDB
3 25 (49.02%) Apache Hive
4 23 (45.10%) Data Warehouse
5 21 (41.18%) Python
5 21 (41.18%) Oracle
5 21 (41.18%) HBase
6 20 (39.22%) Analytics
7 19 (37.25%) Perl
7 19 (37.25%) Linux
7 19 (37.25%) ETL
7 19 (37.25%) Informatica
7 19 (37.25%) Finance
8 17 (33.33%) Scrum
9 16 (31.37%) PostgreSQL
9 16 (31.37%) Software Engineering
10 15 (29.41%) SQL
11 13 (25.49%) Games
11 13 (25.49%) Unix
11 13 (25.49%) Java
11 13 (25.49%) Data Modelling
11 13 (25.49%) Data Architecture
11 13 (25.49%) Data Governance
11 13 (25.49%) Open Source
12 11 (21.57%) SaaS
12 11 (21.57%) Spring
12 11 (21.57%) Cloudera
13 10 (19.61%) Talend
13 10 (19.61%) Apache Camel

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 10 (19.61%) Apache Spark
1 10 (19.61%) SAS
2 7 (13.73%) JBoss
3 2 (3.92%) Apache Pig
3 2 (3.92%) GeoServer
4 1 (1.96%) Liferay
Applications
1 4 (7.84%) MS Excel
2 3 (5.88%) Stata
Cloud Services
1 11 (21.57%) SaaS
2 1 (1.96%) Amazon AWS
2 1 (1.96%) Amazon EMR
2 1 (1.96%) Cloud Computing
Communications & Networking
1 2 (3.92%) HTTP
Database & Business Intelligence
1 32 (62.75%) Big Data
2 27 (52.94%) MongoDB
3 25 (49.02%) Apache Hive
4 23 (45.10%) Data Warehouse
5 21 (41.18%) HBase
6 16 (31.37%) PostgreSQL
7 10 (19.61%) Neo4j
7 10 (19.61%) OLAP
7 10 (19.61%) Oracle OLAP
7 10 (19.61%) Pentaho
8 9 (17.65%) Oracle Reports
8 9 (17.65%) PowerCenter
9 8 (15.69%) Data Mining
10 4 (7.84%) NoSQL
10 4 (7.84%) SQL Server
11 3 (5.88%) RDBMS
11 3 (5.88%) Relational Database
12 2 (3.92%) GIS
12 2 (3.92%) Impala
13 1 (1.96%) MS Access
Development Applications
1 10 (19.61%) Talend Open Studio
2 2 (3.92%) Ant
2 2 (3.92%) Git (software)
2 2 (3.92%) Maven
General
1 19 (37.25%) Finance
2 13 (25.49%) Games
3 10 (19.61%) Retail
3 10 (19.61%) Telecoms
4 1 (1.96%) Banking
Job Titles
1 15 (29.41%) Architect
2 14 (27.45%) Data Architect
3 10 (19.61%) Data Engineer
4 7 (13.73%) Developer
5 6 (11.76%) Data Scientist
5 6 (11.76%) Senior Data Scientist
6 5 (9.80%) Java Developer
6 5 (9.80%) Software Engineer
7 4 (7.84%) Hadoop Architect
7 4 (7.84%) Hadoop Engineer
7 4 (7.84%) Software Developer
8 3 (5.88%) Senior Architect
8 3 (5.88%) Senior Data Architect
9 2 (3.92%) Administrator
9 2 (3.92%) Analyst
9 2 (3.92%) Java Software Developer
9 2 (3.92%) Solutions Architect
9 2 (3.92%) Systems Administrator
9 2 (3.92%) Unix Administrator
9 2 (3.92%) Unix Systems Administrator
Libraries, Frameworks & Software Standards
1 11 (21.57%) Spring
2 10 (19.61%) ActiveMQ
2 10 (19.61%) Apache Camel
2 10 (19.61%) Drools
2 10 (19.61%) ELK Stack
2 10 (19.61%) jBPM
2 10 (19.61%) REST
3 9 (17.65%) Java EE
4 8 (15.69%) Middleware
5 6 (11.76%) XML
5 6 (11.76%) XSLT
6 4 (7.84%) D3.js
7 3 (5.88%) AngularJS
8 2 (3.92%) CSS
8 2 (3.92%) CSS3
8 2 (3.92%) Hibernate
8 2 (3.92%) HTML
8 2 (3.92%) HTML5
8 2 (3.92%) Kafka
8 2 (3.92%) React
Miscellaneous
1 6 (11.76%) Analytical Skills
2 5 (9.80%) Computer Science
3 4 (7.84%) Mathematics
3 4 (7.84%) Statistics
4 3 (5.88%) Applied Mathematics
4 3 (5.88%) Data Integration
4 3 (5.88%) Informatics
4 3 (5.88%) Visualisation
5 1 (1.96%) Management Information System
Operating Systems
1 19 (37.25%) Linux
2 13 (25.49%) Unix
3 1 (1.96%) CentOS
3 1 (1.96%) Ubuntu
Processes & Methodologies
1 32 (62.75%) Agile Software Development
2 20 (39.22%) Analytics
3 19 (37.25%) ETL
4 17 (33.33%) Scrum
5 16 (31.37%) Software Engineering
6 13 (25.49%) Data Architecture
6 13 (25.49%) Data Governance
6 13 (25.49%) Data Modelling
6 13 (25.49%) Open Source
7 10 (19.61%) Continuous Integration
7 10 (19.61%) Kanban
7 10 (19.61%) Logical Data Model
7 10 (19.61%) Microservices
7 10 (19.61%) Physical Data Model
7 10 (19.61%) SOA
7 10 (19.61%) TDD
8 9 (17.65%) High Availability
9 8 (15.69%) Coaching
9 8 (15.69%) Data Analytics
10 7 (13.73%) Big Data Analytics
Programming Languages
1 21 (41.18%) Python
2 19 (37.25%) Perl
3 15 (29.41%) SQL
4 13 (25.49%) Java
5 10 (19.61%) Shell Script
6 9 (17.65%) PL/SQL
7 6 (11.76%) Scala
8 4 (7.84%) R
9 2 (3.92%) JavaScript
10 1 (1.96%) C++
10 1 (1.96%) Jython
Qualifications
1 5 (9.80%) Degree
2 1 (1.96%) PhD
2 1 (1.96%) SC Cleared
2 1 (1.96%) Security Cleared
System Software
1 2 (3.92%) Docker
1 2 (3.92%) HDFS
2 1 (1.96%) Hyper-V
Systems Management
1 4 (7.84%) Hadoop YARN
2 1 (1.96%) Ambari
Vendors
1 21 (41.18%) Oracle
2 19 (37.25%) Informatica
3 11 (21.57%) Cloudera
4 10 (19.61%) Talend
5 3 (5.88%) Greenplum
5 3 (5.88%) Microsoft
5 3 (5.88%) Tableau
Edinburgh, Midlothian
Churchill Frank
Salary: £80000 - £100000 per annum + Bonus
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£65,000 depending on experience.
Posted: 6 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 6 days ago
Edinburgh
TDA Group
Salary: £60000 - £75000 per annum + Bonus
Posted: 27 days ago
Edinburgh, Midlothian
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 24 days ago