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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 61 92 104
Rank change year-on-year
+31 +12
Permanent jobs citing Hadoop 29 12 8
As % of all permanent IT jobs located in Edinburgh 2.56% 0.75% 0.53%
As % of the Database & Business Intelligence category 9.03% 2.64% 1.84%
Number of salaries quoted 22 9 8
Median salary £47,500 £55,000 £45,000
Median salary % change year-on-year
-13.63% +22.22%
90% offered a salary of more than £37,750 £38,500 £30,000
10% offered a salary of more than £55,000 £79,600 £80,000
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +5.00%
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
321 455 435
As % of all permanent IT jobs located in Edinburgh 28.33% 28.42% 28.85%
Number of salaries quoted 253 303 324
Median salary £45,000 £44,000 £40,000
Median salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £33,800 £31,250 £30,000
10% offered a salary of more than £65,000 £57,500 £75,000
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 29 September 2016.

Hadoop Salary Histogram in Edinburgh

Hadoop
Top 30 Related IT Skills in Edinburgh

For the 6 months to 29 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 Edinburgh region with a requirement for Hadoop.

1 30 (75.00%) Agile Software Development
2 27 (67.50%) Oracle
3 26 (65.00%) Big Data
4 24 (60.00%) Apache Hive
5 23 (57.50%) Data Warehouse
6 22 (55.00%) ETL
6 22 (55.00%) Informatica
7 21 (52.50%) Perl
7 21 (52.50%) HBase
8 17 (42.50%) SQL
8 17 (42.50%) Finance
9 16 (40.00%) Scrum
9 16 (40.00%) MongoDB
10 15 (37.50%) Data Governance
10 15 (37.50%) Games
11 13 (32.50%) Unix
11 13 (32.50%) Software Engineering
11 13 (32.50%) Data Architecture
11 13 (32.50%) Kanban
12 12 (30.00%) Oracle OLAP
12 12 (30.00%) REST
12 12 (30.00%) Logical Data Model
12 12 (30.00%) Physical Data Model
12 12 (30.00%) Retail
12 12 (30.00%) Telecoms
12 12 (30.00%) Data Modelling
12 12 (30.00%) OLAP
12 12 (30.00%) Shell Script
13 11 (27.50%) SAS
13 11 (27.50%) Python

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 11 (27.50%) SAS
2 10 (25.00%) Apache Spark
3 2 (5.00%) GeoServer
4 1 (2.50%) JBoss
Applications
1 5 (12.50%) MS Excel
2 3 (7.50%) Stata
Cloud Services
1 9 (22.50%) SaaS
Database & Business Intelligence
1 26 (65.00%) Big Data
2 24 (60.00%) Apache Hive
3 23 (57.50%) Data Warehouse
4 21 (52.50%) HBase
5 16 (40.00%) MongoDB
6 12 (30.00%) OLAP
6 12 (30.00%) Oracle OLAP
7 9 (22.50%) Oracle Reports
7 9 (22.50%) PowerCenter
8 7 (17.50%) PostgreSQL
9 6 (15.00%) Data Mining
10 5 (12.50%) SQL Server
11 2 (5.00%) GIS
11 2 (5.00%) MS Access
11 2 (5.00%) SAS Visual Analytics
12 1 (2.50%) Neo4j
12 1 (2.50%) NoSQL
12 1 (2.50%) Pentaho
Development Applications
1 1 (2.50%) Talend Open Studio
General
1 17 (42.50%) Finance
2 15 (37.50%) Games
3 12 (30.00%) Retail
3 12 (30.00%) Telecoms
Job Titles
1 14 (35.00%) Architect
2 13 (32.50%) Data Architect
3 9 (22.50%) Data Engineer
4 6 (15.00%) Data Scientist
4 6 (15.00%) Senior Data Scientist
5 5 (12.50%) Hadoop Architect
6 2 (5.00%) Administrator
6 2 (5.00%) Analyst
6 2 (5.00%) Consultant
6 2 (5.00%) Data Administrator
6 2 (5.00%) GIS Administrator
6 2 (5.00%) Hadoop Engineer
6 2 (5.00%) Risk Analyst
6 2 (5.00%) SAS Consultant
6 2 (5.00%) Systems Administrator
6 2 (5.00%) Unix Administrator
6 2 (5.00%) Unix Systems Administrator
7 1 (2.50%) Developer
7 1 (2.50%) Senior Consultant
7 1 (2.50%) Software Engineer
Libraries, Frameworks & Software Standards
1 12 (30.00%) REST
2 4 (10.00%) D3.js
3 2 (5.00%) Middleware
4 1 (2.50%) ActiveMQ
4 1 (2.50%) AngularJS
4 1 (2.50%) Apache Camel
4 1 (2.50%) Apache CXF
4 1 (2.50%) Drools
4 1 (2.50%) ELK Stack
4 1 (2.50%) Hibernate
4 1 (2.50%) jBPM
4 1 (2.50%) Node.js
4 1 (2.50%) Spring
Miscellaneous
1 5 (12.50%) Mathematics
1 5 (12.50%) Statistics
2 4 (10.00%) Analytical Skills
2 4 (10.00%) Computer Science
3 3 (7.50%) Applied Mathematics
3 3 (7.50%) Informatics
3 3 (7.50%) Visualisation
4 1 (2.50%) Data Integration
Operating Systems
1 13 (32.50%) Unix
2 10 (25.00%) Linux
3 1 (2.50%) CentOS
3 1 (2.50%) Ubuntu
Processes & Methodologies
1 30 (75.00%) Agile Software Development
2 22 (55.00%) ETL
3 16 (40.00%) Scrum
4 15 (37.50%) Data Governance
5 13 (32.50%) Data Architecture
5 13 (32.50%) Kanban
5 13 (32.50%) Software Engineering
6 12 (30.00%) Data Modelling
6 12 (30.00%) Logical Data Model
6 12 (30.00%) Physical Data Model
7 11 (27.50%) Analytics
8 9 (22.50%) High Availability
9 6 (15.00%) Data Analysis
9 6 (15.00%) Statistical Modelling
10 3 (7.50%) Business Analysis
10 3 (7.50%) Business Intelligence
10 3 (7.50%) Data Visualisation
10 3 (7.50%) Machine Learning
10 3 (7.50%) Waterfall
11 2 (5.00%) Open Source
Programming Languages
1 21 (52.50%) Perl
2 17 (42.50%) SQL
3 12 (30.00%) Shell Script
4 11 (27.50%) Python
5 10 (25.00%) PL/SQL
6 6 (15.00%) Scala
7 3 (7.50%) R
8 2 (5.00%) Java
9 1 (2.50%) Jython
Qualifications
1 4 (10.00%) Degree
2 2 (5.00%) PhD
3 1 (2.50%) SC Cleared
3 1 (2.50%) Security Cleared
System Software
1 2 (5.00%) Docker
1 2 (5.00%) HDFS
Systems Management
1 2 (5.00%) Hadoop YARN
Vendors
1 27 (67.50%) Oracle
2 22 (55.00%) Informatica
3 11 (27.50%) Cloudera
4 3 (7.50%) Greenplum
4 3 (7.50%) Microsoft
4 3 (7.50%) Tableau
5 2 (5.00%) Netezza
5 2 (5.00%) Teradata
6 1 (2.50%) Ab Initio
6 1 (2.50%) Talend
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HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £45000.00 per annum
Posted: 2 days ago
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Posted: Yesterday
Edinburgh & Lothians
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Salary: Excellent plus bonus and benefits
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Edinburgh
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Salary: £40000 - £65000 per annum, Benefits: Bonus
Posted: 24 days ago