Period
to 25 July 2017

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for HBase skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited HBase over the 6 months to 25 July 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 HBase
UK > Scotland
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 160 209 204
Rank change year-on-year +49 -5 -
Contract jobs citing HBase 7 2 1
As % of all contract IT jobs advertised in Scotland 0.17% 0.036% 0.016%
As % of the Database & Business Intelligence category 0.83% 0.17% 0.078%
Number of daily rates quoted 6 1 0
Scotland median daily rate £475 £500 -
Median daily rate % change year-on-year -5.00% - -
UK median daily rate £525 £575 £581
% change year-on-year -8.70% -1.08% +5.68%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £35.00 - £33.55

HBase is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Scotland
Contract job vacancies with a requirement for database and business intelligence skills 843 1206 1280
As % of all contract IT job vacancies advertised in Scotland 20.00% 21.94% 20.41%
Number of daily rates quoted 439 689 687
Scotland median daily rate £375 £375 £375
10th Percentile £274 £263 £260
90th Percentile £500 £500 £475
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +5.26%
Number of hourly rates quoted 14 20 6
Scotland median hourly rate £43.39 £36.00 £33.75
Median hourly rate % change year-on-year +20.53% +6.67% +92.86%
10th Percentile £11.30 £9.37 £20.31
90th Percentile £195.00 £43.08 £58.13
UK median hourly rate £31.00 £29.88 £25.00
% change year-on-year +3.75% +19.52% -13.42%

HBase
Job Vacancy Trend in Scotland

Job postings citing HBase as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for HBase in Scotland

HBase
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for HBase in Scotland

HBase
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing HBase in Scotland over the 6 months to 25 July 2017.

Contractor daily rate histogram for HBase in Scotland

HBase
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the Scotland region over the 6 months to 25 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh - 7 £475 -
HBase
UK

For the 6 months to 25 July 2017, IT contractor jobs citing HBase 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 Scotland region with a requirement for HBase.

1 7 (100.00%) Hadoop
2 5 (71.43%) Apache Hive
2 5 (71.43%) Data Modelling
2 5 (71.43%) Finance
2 5 (71.43%) Analytics
3 4 (57.14%) Scala
3 4 (57.14%) Apache Spark
3 4 (57.14%) Data Lake
3 4 (57.14%) Banking
3 4 (57.14%) Retail
3 4 (57.14%) ETL
3 4 (57.14%) Apache Cassandra
3 4 (57.14%) R
3 4 (57.14%) Data Warehouse
3 4 (57.14%) Data Architecture
4 3 (42.86%) Test Automation
4 3 (42.86%) Agile Software Development
4 3 (42.86%) MapReduce
4 3 (42.86%) Big Data
4 3 (42.86%) SQL
4 3 (42.86%) OLAP
4 3 (42.86%) Business Intelligence
4 3 (42.86%) MOLAP
4 3 (42.86%) Retail Banking
4 3 (42.86%) User Acceptance Testing
4 3 (42.86%) Data Extraction
4 3 (42.86%) Analytical Skills
4 3 (42.86%) Scenario Testing
4 3 (42.86%) Business Analytics
5 2 (28.57%) Hadoop YARN

HBase
Co-occurring IT Skills in Scotland 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 4 (57.14%) Apache Spark
2 2 (28.57%) Apache Airflow
Cloud Services
1 2 (28.57%) Amazon AWS
1 2 (28.57%) Amazon S3
Database & Business Intelligence
1 7 (100.00%) Hadoop
2 5 (71.43%) Apache Hive
3 4 (57.14%) Apache Cassandra
3 4 (57.14%) Data Lake
3 4 (57.14%) Data Warehouse
4 3 (42.86%) Big Data
4 3 (42.86%) MOLAP
4 3 (42.86%) OLAP
5 2 (28.57%) Impala
General
1 5 (71.43%) Finance
2 4 (57.14%) Banking
2 4 (57.14%) Retail
3 3 (42.86%) Retail Banking
Job Titles
1 4 (57.14%) Architect
1 4 (57.14%) Data Architect
2 3 (42.86%) Analyst
2 3 (42.86%) Big Data Analyst
2 3 (42.86%) Test Analyst
2 3 (42.86%) Test Data Analyst
3 2 (28.57%) Designer
3 2 (28.57%) Senior Analyst
3 2 (28.57%) Senior Test Analyst
3 2 (28.57%) Solutions Architect
3 2 (28.57%) Solutions Designer
Libraries, Frameworks & Software Standards
1 2 (28.57%) Kafka
Miscellaneous
1 3 (42.86%) Analytical Skills
Processes & Methodologies
1 5 (71.43%) Analytics
1 5 (71.43%) Data Modelling
2 4 (57.14%) Data Architecture
2 4 (57.14%) ETL
3 3 (42.86%) Agile Software Development
3 3 (42.86%) Business Analytics
3 3 (42.86%) Business Intelligence
3 3 (42.86%) Data Extraction
3 3 (42.86%) MapReduce
3 3 (42.86%) Scenario Testing
3 3 (42.86%) Test Automation
3 3 (42.86%) User Acceptance Testing
4 2 (28.57%) Data Ingestion
Programming Languages
1 4 (57.14%) R
1 4 (57.14%) Scala
2 3 (42.86%) SQL
System Software
1 2 (28.57%) HDFS
Systems Management
1 2 (28.57%) Hadoop YARN
1 2 (28.57%) Oozie
Vendors
1 2 (28.57%) Cloudera