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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 81 84 107
Rank change year-on-year
+3 +23
Permanent jobs citing Hadoop 14 18 5
As % of all permanent IT jobs located in Edinburgh 1.18% 1.27% 0.31%
As % of the Database & Business Intelligence category 4.24% 4.36% 1.04%
Number of salaries quoted 9 8 5
Median salary £55,000 £50,000 £35,000
Median salary % change year-on-year
+10.00% +42.85%
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -
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
330 413 481
As % of all permanent IT jobs located in Edinburgh 27.71% 29.25% 30.10%
Number of salaries quoted 169 262 361
Median salary £47,500 £44,000 £42,500
Median salary % change year-on-year
+7.95% +3.52%
90% offered a salary of more than £32,000 £27,900 £28,500
10% offered a salary of more than £65,250 £60,000 £62,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 30 June 2016.

Hadoop Salary Histogram in Edinburgh

Hadoop
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 June 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 22 (75.86%) Agile Software Development
1 22 (75.86%) Big Data
2 15 (51.72%) Analytics
2 15 (51.72%) SAS
3 14 (48.28%) Oracle
3 14 (48.28%) Apache Spark
3 14 (48.28%) Data Governance
4 12 (41.38%) ETL
5 11 (37.93%) Scrum
6 10 (34.48%) Games
6 10 (34.48%) Degree
7 9 (31.03%) Scala
7 9 (31.03%) Finance
7 9 (31.03%) Data Warehouse
7 9 (31.03%) Data Modelling
7 9 (31.03%) Microsoft
8 8 (27.59%) Informatica
8 8 (27.59%) SQL
8 8 (27.59%) MS Excel
8 8 (27.59%) Software Engineering
8 8 (27.59%) Computer Science
8 8 (27.59%) Apache Hive
9 7 (24.14%) MongoDB
9 7 (24.14%) HBase
9 7 (24.14%) Mathematics
9 7 (24.14%) Statistics
9 7 (24.14%) Kanban
9 7 (24.14%) Data Management
9 7 (24.14%) Data Analysis
9 7 (24.14%) Perl

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 15 (51.72%) SAS
2 14 (48.28%) Apache Spark
Applications
1 8 (27.59%) MS Excel
2 5 (17.24%) Stata
3 4 (13.79%) MS PowerPoint
Cloud Services
1 2 (6.90%) SaaS
Database & Business Intelligence
1 22 (75.86%) Big Data
2 9 (31.03%) Data Warehouse
3 8 (27.59%) Apache Hive
4 7 (24.14%) HBase
4 7 (24.14%) MongoDB
4 7 (24.14%) SQL Server
5 5 (17.24%) Data Mining
5 5 (17.24%) OLAP
5 5 (17.24%) Oracle OLAP
5 5 (17.24%) PostgreSQL
6 2 (6.90%) MS Access
6 2 (6.90%) Oracle Reports
6 2 (6.90%) PowerCenter
6 2 (6.90%) QlikView
7 1 (3.45%) NoSQL
General
1 10 (34.48%) Games
2 9 (31.03%) Finance
3 5 (17.24%) Retail
3 5 (17.24%) Telecoms
4 4 (13.79%) Banking
Job Titles
1 11 (37.93%) Architect
2 7 (24.14%) Developer
3 6 (20.69%) Data Architect
4 5 (17.24%) Consultant
4 5 (17.24%) Data Scientist
5 4 (13.79%) Java Architect
5 4 (13.79%) SAS Consultant
5 4 (13.79%) Technical Architect
6 3 (10.34%) C# Architect
6 3 (10.34%) C# Developer
6 3 (10.34%) Java Developer
6 3 (10.34%) Java Technical Architect
6 3 (10.34%) JavaScript Developer
6 3 (10.34%) Principal Architect
6 3 (10.34%) Principal Developer
6 3 (10.34%) Principal Java Developer
6 3 (10.34%) Technical Developer
7 2 (6.90%) Data Engineer
7 2 (6.90%) QlikView Developer
7 2 (6.90%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 5 (17.24%) AngularJS
1 5 (17.24%) D3.js
1 5 (17.24%) HTML
1 5 (17.24%) HTML5
1 5 (17.24%) REST
2 4 (13.79%) KnockoutJS
2 4 (13.79%) Node.js
2 4 (13.79%) React
Miscellaneous
1 8 (27.59%) Computer Science
2 7 (24.14%) Mathematics
2 7 (24.14%) Statistics
3 5 (17.24%) Analytical Skills
3 5 (17.24%) Applied Mathematics
3 5 (17.24%) Informatics
3 5 (17.24%) Visualisation
4 4 (13.79%) Management Information System
4 4 (13.79%) Virtual Team
5 1 (3.45%) Data Integration
Operating Systems
1 2 (6.90%) Linux
1 2 (6.90%) Unix
Processes & Methodologies
1 22 (75.86%) Agile Software Development
2 15 (51.72%) Analytics
3 14 (48.28%) Data Governance
4 12 (41.38%) ETL
5 11 (37.93%) Scrum
6 9 (31.03%) Data Modelling
7 8 (27.59%) Software Engineering
8 7 (24.14%) Data Analysis
8 7 (24.14%) Data Management
8 7 (24.14%) Kanban
9 6 (20.69%) Data Architecture
10 5 (17.24%) Business Analysis
10 5 (17.24%) Business Intelligence
10 5 (17.24%) Data Visualisation
10 5 (17.24%) Logical Data Model
10 5 (17.24%) Physical Data Model
10 5 (17.24%) Statistical Modelling
11 4 (13.79%) SOA
11 4 (13.79%) Stakeholder Management
11 4 (13.79%) Workflow
Programming Languages
1 9 (31.03%) Scala
2 8 (27.59%) SQL
3 7 (24.14%) Perl
4 6 (20.69%) Java
5 5 (17.24%) C#
5 5 (17.24%) JavaScript
5 5 (17.24%) Python
5 5 (17.24%) R
5 5 (17.24%) Shell Script
6 3 (10.34%) PL/SQL
Qualifications
1 10 (34.48%) Degree
2 2 (6.90%) PhD
Vendors
1 14 (48.28%) Oracle
2 9 (31.03%) Microsoft
3 8 (27.59%) Informatica
4 5 (17.24%) Greenplum
4 5 (17.24%) Tableau
5 4 (13.79%) Netezza
5 4 (13.79%) Teradata
6 2 (6.90%) Cloudera
6 2 (6.90%) Cognos
7 1 (3.45%) Ab Initio
Edinburgh & Lothians
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 3 days ago
Edinburgh
TDA Group
Salary: £60000 - £65000 per annum + Bonus +OT +30 days holiday
Posted: 8 days ago