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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 79 86 104
Rank change year-on-year
+7 +18
Permanent jobs citing Hadoop 20 19 6
As % of all permanent IT jobs located in Edinburgh 1.67% 1.30% 0.40%
As % of the Database & Business Intelligence category 5.83% 4.23% 1.42%
Number of salaries quoted 14 11 6
Median salary £55,000 £70,000 £35,000
Median salary % change year-on-year
-21.42% +100.00%
UK excluding London median salary £53,000 £50,000 £50,000
% change year-on-year
+6.00% -
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
343 449 423
As % of all permanent IT jobs located in Edinburgh 28.56% 30.75% 28.35%
Number of salaries quoted 207 299 328
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £35,000 £28,500 £28,500
10% offered a salary of more than £65,000 £57,500 £79,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 26 July 2016.

Hadoop Salary Histogram in Edinburgh

Hadoop
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 July 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 27 (81.82%) Agile Software Development
2 24 (72.73%) Big Data
3 20 (60.61%) Oracle
4 16 (48.48%) ETL
4 16 (48.48%) Data Governance
5 15 (45.45%) Apache Hive
5 15 (45.45%) Analytics
5 15 (45.45%) SAS
5 15 (45.45%) Data Warehouse
6 14 (42.42%) Informatica
6 14 (42.42%) Games
6 14 (42.42%) Scrum
7 13 (39.39%) Perl
7 13 (39.39%) Apache Spark
7 13 (39.39%) HBase
8 12 (36.36%) MongoDB
8 12 (36.36%) SQL
8 12 (36.36%) Finance
9 10 (30.30%) Data Modelling
9 10 (30.30%) Kanban
10 9 (27.27%) Scala
10 9 (27.27%) Data Architecture
10 9 (27.27%) MS Excel
10 9 (27.27%) Software Engineering
11 8 (24.24%) Retail
11 8 (24.24%) Telecoms
11 8 (24.24%) Python
11 8 (24.24%) SQL Server
11 8 (24.24%) OLAP
11 8 (24.24%) Microsoft

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 (45.45%) SAS
2 13 (39.39%) Apache Spark
Applications
1 9 (27.27%) MS Excel
2 6 (18.18%) Stata
3 2 (6.06%) MS PowerPoint
Cloud Services
1 5 (15.15%) SaaS
Database & Business Intelligence
1 24 (72.73%) Big Data
2 15 (45.45%) Apache Hive
2 15 (45.45%) Data Warehouse
3 13 (39.39%) HBase
4 12 (36.36%) MongoDB
5 8 (24.24%) OLAP
5 8 (24.24%) Oracle OLAP
5 8 (24.24%) SQL Server
6 7 (21.21%) Data Mining
6 7 (21.21%) PostgreSQL
7 5 (15.15%) Oracle Reports
7 5 (15.15%) PowerCenter
8 4 (12.12%) SAS Visual Analytics
9 2 (6.06%) MS Access
10 1 (3.03%) NoSQL
10 1 (3.03%) QlikView
General
1 14 (42.42%) Games
2 12 (36.36%) Finance
3 8 (24.24%) Retail
3 8 (24.24%) Telecoms
4 2 (6.06%) Banking
Job Titles
1 11 (33.33%) Architect
2 9 (27.27%) Data Architect
3 7 (21.21%) Data Scientist
4 5 (15.15%) Consultant
4 5 (15.15%) Data Engineer
5 4 (12.12%) SAS Consultant
5 4 (12.12%) Senior Data Scientist
6 3 (9.09%) Developer
6 3 (9.09%) Hadoop Architect
7 2 (6.06%) Analyst
7 2 (6.06%) Java Architect
7 2 (6.06%) Risk Analyst
7 2 (6.06%) Senior Consultant
7 2 (6.06%) Senior SAS Consultant
8 1 (3.03%) Business Intelligence Architect
8 1 (3.03%) C# Architect
8 1 (3.03%) ETL Architect
8 1 (3.03%) Informatica Engineer
8 1 (3.03%) Principal Architect
8 1 (3.03%) Technical Developer
Libraries, Frameworks & Software Standards
1 8 (24.24%) REST
2 6 (18.18%) D3.js
3 2 (6.06%) AngularJS
3 2 (6.06%) HTML
3 2 (6.06%) HTML5
3 2 (6.06%) KnockoutJS
3 2 (6.06%) Node.js
3 2 (6.06%) React
Miscellaneous
1 8 (24.24%) Mathematics
1 8 (24.24%) Statistics
2 7 (21.21%) Computer Science
3 6 (18.18%) Analytical Skills
3 6 (18.18%) Applied Mathematics
3 6 (18.18%) Informatics
3 6 (18.18%) Visualisation
4 2 (6.06%) Management Information System
4 2 (6.06%) Virtual Team
5 1 (3.03%) Data Integration
Operating Systems
1 6 (18.18%) Unix
2 5 (15.15%) Linux
Processes & Methodologies
1 27 (81.82%) Agile Software Development
2 16 (48.48%) Data Governance
2 16 (48.48%) ETL
3 15 (45.45%) Analytics
4 14 (42.42%) Scrum
5 10 (30.30%) Data Modelling
5 10 (30.30%) Kanban
6 9 (27.27%) Data Architecture
6 9 (27.27%) Software Engineering
7 8 (24.24%) Logical Data Model
7 8 (24.24%) Physical Data Model
8 7 (21.21%) Statistical Modelling
9 6 (18.18%) Business Analysis
9 6 (18.18%) Data Analysis
9 6 (18.18%) Data Visualisation
10 5 (15.15%) Business Intelligence
10 5 (15.15%) Data Management
10 5 (15.15%) High Availability
11 4 (12.12%) Visual Analytics
11 4 (12.12%) Waterfall
Programming Languages
1 13 (39.39%) Perl
2 12 (36.36%) SQL
3 9 (27.27%) Scala
4 8 (24.24%) Python
4 8 (24.24%) Shell Script
5 6 (18.18%) PL/SQL
5 6 (18.18%) R
6 3 (9.09%) Java
7 2 (6.06%) C#
7 2 (6.06%) JavaScript
Qualifications
1 8 (24.24%) Degree
2 2 (6.06%) PhD
System Software
1 1 (3.03%) HDFS
Systems Management
1 1 (3.03%) Hadoop YARN
Vendors
1 20 (60.61%) Oracle
2 14 (42.42%) Informatica
3 8 (24.24%) Microsoft
4 6 (18.18%) Cloudera
4 6 (18.18%) Greenplum
4 6 (18.18%) Tableau
5 4 (12.12%) Netezza
5 4 (12.12%) Teradata
6 1 (3.03%) Ab Initio
6 1 (3.03%) Cognos
Edinburgh, Midlothian
ARC IT Recruitment Ltd
Salary: £50,000 + Benefits
Posted: 3 days ago
Edinburgh
TDA Group
Salary: £70000 - £75000 per annum + +OT +30 days holiday
Posted: 5 days ago
Edinburgh, Midlothian
Sanderson
Salary: £55000 - £85000 per annum + Benefits
Posted: 5 days ago
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£60,000
Posted: 6 days ago
Edinburgh
TDA Group
Salary: £45000 - £55000 per annum + Bonus +On-call
Posted: 5 days ago