Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
Scotland > Edinburgh
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 100 113 130
Rank change year-on-year +13 +17 -14
Contract jobs citing Hadoop 36 14 5
As % of all contract IT jobs advertised in Edinburgh 1.22% 0.66% 0.16%
As % of the Database & Business Intelligence category 6.77% 3.03% 0.90%
Number of daily rates quoted 24 13 3
Edinburgh median daily rate £413 £525 £450
Median daily rate % change year-on-year -21.43% +16.67% +15.38%
Scotland median daily rate £400 £475 £500
% change year-on-year -15.79% -5.00% +28.21%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 532 462 553
As % of all contract IT jobs advertised in Edinburgh 18.03% 21.78% 17.31%
Number of daily rates quoted 288 241 312
Edinburgh median daily rate £400 £363 £400
Median daily rate % change year-on-year +10.34% -9.38% +6.67%
10th Percentile £309 £263 £275
90th Percentile £529 £513 £538
Scotland median daily rate £389 £350 £375
% change year-on-year +11.07% -6.67% +5.63%
Number of hourly rates quoted 1 8 4
Edinburgh median hourly rate £43.39 £49.63 £28.71
Median hourly rate % change year-on-year -12.56% +72.83% +16.01%
Scotland median hourly rate £42.00 £42.00 £25.00
% change year-on-year - +68.00% -9.09%

Hadoop
Job Vacancy Trend in Edinburgh

Job postings citing Hadoop as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Hadoop in Edinburgh

Hadoop
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Edinburgh.

Contractor daily rate trend for Hadoop in Edinburgh

Hadoop
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Hadoop in Edinburgh over the 6 months to 23 November 2017.

Contractor daily rate histogram for Hadoop in Edinburgh

For the 6 months to 23 November 2017, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Hadoop.

1 21 (58.33%) ETL
2 19 (52.78%) Big Data
3 16 (44.44%) Teradata
3 16 (44.44%) Agile Software Development
4 15 (41.67%) Finance
5 14 (38.89%) Banking
5 14 (38.89%) Data Warehouse
6 13 (36.11%) Oracle
7 11 (30.56%) SAS
8 10 (27.78%) Analytics
9 9 (25.00%) Business Intelligence
9 9 (25.00%) Informatica
10 8 (22.22%) SQL
10 8 (22.22%) User Acceptance Testing
10 8 (22.22%) Test Automation
11 7 (19.44%) Retail Banking
11 7 (19.44%) Data Migration
11 7 (19.44%) Migration
12 6 (16.67%) Amazon AWS
13 5 (13.89%) Cloudera
13 5 (13.89%) DevOps
13 5 (13.89%) Data Modelling
14 4 (11.11%) JIRA
14 4 (11.11%) Analytical Skills
14 4 (11.11%) Apache Hive
15 3 (8.33%) Business Analytics
15 3 (8.33%) Microservices
15 3 (8.33%) Oracle Database
15 3 (8.33%) Network Design
15 3 (8.33%) TOGAF

Hadoop
Co-occurring 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 (30.56%) SAS
2 1 (2.78%) Apache
2 1 (2.78%) Confluence
2 1 (2.78%) Oracle SOA Suite
2 1 (2.78%) Tomcat
Cloud Services
1 6 (16.67%) Amazon AWS
2 1 (2.78%) Amazon S3
2 1 (2.78%) npm
2 1 (2.78%) PaaS
Communications & Networking
1 2 (5.56%) Internet
2 1 (2.78%) HTTPS
2 1 (2.78%) SSL
Database & Business Intelligence
1 19 (52.78%) Big Data
2 14 (38.89%) Data Warehouse
3 4 (11.11%) Apache Hive
4 3 (8.33%) Oracle Database
4 3 (8.33%) PowerCenter
5 2 (5.56%) Microsoft Analysis Services
5 2 (5.56%) Power BI
5 2 (5.56%) SAS Visual Analytics
5 2 (5.56%) SQL Server
5 2 (5.56%) SQL Server Analysis Services
5 2 (5.56%) SQL Server Integration Services
5 2 (5.56%) SQL Server Reporting Services
6 1 (2.78%) Enterprise Data Warehouse
6 1 (2.78%) HBase
6 1 (2.78%) MOLAP
6 1 (2.78%) OLAP
6 1 (2.78%) Oracle Exadata
6 1 (2.78%) Oracle Reports
6 1 (2.78%) QlikView
6 1 (2.78%) SAP BW
Development Applications
1 4 (11.11%) JIRA
2 2 (5.56%) Artifactory
2 2 (5.56%) TeamCity
3 1 (2.78%) Cucumber
3 1 (2.78%) ERwin
3 1 (2.78%) Git (software)
3 1 (2.78%) JMeter
3 1 (2.78%) JUnit
3 1 (2.78%) Log4j
3 1 (2.78%) Maven
3 1 (2.78%) Selenium
General
1 15 (41.67%) Finance
2 14 (38.89%) Banking
3 7 (19.44%) Retail Banking
Job Titles
1 11 (30.56%) Analyst
2 10 (27.78%) Test Analyst
3 9 (25.00%) Big Data Analyst
4 8 (22.22%) Senior Analyst
4 8 (22.22%) Senior Test Analyst
5 7 (19.44%) Architect
5 7 (19.44%) Data Architect
6 6 (16.67%) Migration Architect
6 6 (16.67%) Test Data Analyst
7 5 (13.89%) Consultant
7 5 (13.89%) Data Consultant
7 5 (13.89%) ETL Analyst
8 4 (11.11%) Data Migration Architect
8 4 (11.11%) Senior UAT Analyst
8 4 (11.11%) UAT Analyst
8 4 (11.11%) UAT Test Analyst
9 3 (8.33%) AWS Architect
9 3 (8.33%) Data Analyst
9 3 (8.33%) Developer
10 2 (5.56%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (8.33%) HTML
2 2 (5.56%) HTML5
2 2 (5.56%) Web Services
3 1 (2.78%) Hibernate
3 1 (2.78%) JDBC
3 1 (2.78%) JPA
3 1 (2.78%) REST
3 1 (2.78%) RESTful
3 1 (2.78%) Spring
Miscellaneous
1 4 (11.11%) Analytical Skills
2 1 (2.78%) Computer Science
Operating Systems
1 3 (8.33%) Unix
2 2 (5.56%) Windows
Processes & Methodologies
1 21 (58.33%) ETL
2 16 (44.44%) Agile Software Development
3 10 (27.78%) Analytics
4 9 (25.00%) Business Intelligence
5 8 (22.22%) Test Automation
5 8 (22.22%) User Acceptance Testing
6 7 (19.44%) Data Migration
6 7 (19.44%) Migration
7 5 (13.89%) Data Modelling
7 5 (13.89%) DevOps
8 3 (8.33%) Business Analytics
8 3 (8.33%) Data Extraction
8 3 (8.33%) Microservices
8 3 (8.33%) Network Design
8 3 (8.33%) TOGAF
9 2 (5.56%) ITIL
9 2 (5.56%) MapReduce
9 2 (5.56%) Scrum
9 2 (5.56%) SDLC
9 2 (5.56%) Test Scripting
Programming Languages
1 8 (22.22%) SQL
2 3 (8.33%) Java
2 3 (8.33%) JavaScript
3 1 (2.78%) Bash Shell
3 1 (2.78%) Dart
3 1 (2.78%) PL/SQL
Qualifications
1 3 (8.33%) Degree
Quality Assurance & Compliance
1 1 (2.78%) GDPR
1 1 (2.78%) PCI DSS
System Software
1 2 (5.56%) Virtual Machines
2 1 (2.78%) Active Directory
Vendors
1 16 (44.44%) Teradata
2 13 (36.11%) Oracle
3 9 (25.00%) Informatica
4 5 (13.89%) Cloudera
5 1 (2.78%) IBM
5 1 (2.78%) SAP
5 1 (2.78%) ServiceNow