Period
to 17 January 2018

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 17 January 2018 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
17 Jan 2018
Same period 2017 Same period 2016
Rank 178 165 188
Rank change year-on-year -13 +23 -
Contract jobs citing HBase 6 5 5
As % of all contract IT jobs advertised in Scotland 0.13% 0.13% 0.090%
As % of the Database & Business Intelligence category 0.64% 0.57% 0.45%
Number of daily rates quoted 6 2 1
Scotland median daily rate £394 £350 £525
Median daily rate % change year-on-year +12.50% -33.33% -
10th Percentile £356 £310 £438
90th Percentile £625 £390 £613
UK median daily rate £550 £550 £575
% change year-on-year - -4.35% +4.55%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate - £29.82 £33.55
% change year-on-year - -11.13% -

HBase 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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Contract vacancies with a requirement for database or business intelligence skills 933 872 1,118
As % of all contract IT jobs advertised in Scotland 19.61% 23.00% 20.07%
Number of daily rates quoted 553 469 651
Scotland median daily rate £388 £350 £375
Median daily rate % change year-on-year +10.71% -6.67% +3.23%
10th Percentile £300 £263 £260
90th Percentile £511 £475 £525
UK median daily rate £450 £425 £417
% change year-on-year +5.88% +2.00% +4.17%
Number of hourly rates quoted 8 26 7
Scotland median hourly rate £24.00 £42.00 £25.00
Median hourly rate % change year-on-year -42.86% +68.00% -20.63%
10th Percentile £12.77 £10.34 £17.45
90th Percentile £46.41 £52.09 £40.07
UK median hourly rate £30.95 £28.18 £30.50
% change year-on-year +9.83% -7.61% +6.31%

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 17 January 2018.

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 17 January 2018. 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 - 6 £394 - 3
HBase
UK

For the 6 months to 17 January 2018, 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 5 (83.33%) Apache Spark
2 4 (66.67%) Agile Software Development
2 4 (66.67%) Scala
2 4 (66.67%) Machine Learning
3 3 (50.00%) NoSQL
3 3 (50.00%) MapReduce
3 3 (50.00%) Jenkins
3 3 (50.00%) Play Framework
3 3 (50.00%) Hadoop
3 3 (50.00%) Apache Hive
3 3 (50.00%) MongoDB
3 3 (50.00%) Retail Banking
3 3 (50.00%) Kanban
3 3 (50.00%) Banking
3 3 (50.00%) PostgreSQL
3 3 (50.00%) Java
3 3 (50.00%) Aerospike
4 2 (33.33%) Analytics
4 2 (33.33%) Analytical Skills
4 2 (33.33%) Data Modelling
4 2 (33.33%) SQL
4 2 (33.33%) ETL
4 2 (33.33%) Business Intelligence
4 2 (33.33%) Software Engineering
4 2 (33.33%) Elasticsearch
4 2 (33.33%) Kafka
5 1 (16.67%) Business Analytics
5 1 (16.67%) AngularJS
5 1 (16.67%) Big Data
5 1 (16.67%) Cloudera

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 5 (83.33%) Apache Spark
2 2 (33.33%) Elasticsearch
3 1 (16.67%) Apache Airflow
3 1 (16.67%) Oracle SOA Suite
Cloud Services
1 1 (16.67%) Amazon AWS
1 1 (16.67%) Amazon S3
Database & Business Intelligence
1 3 (50.00%) Aerospike
1 3 (50.00%) Apache Hive
1 3 (50.00%) Hadoop
1 3 (50.00%) MongoDB
1 3 (50.00%) NoSQL
1 3 (50.00%) PostgreSQL
2 1 (16.67%) Apache Cassandra
2 1 (16.67%) Big Data
2 1 (16.67%) Data Lake
2 1 (16.67%) Impala
2 1 (16.67%) MOLAP
2 1 (16.67%) OLAP
2 1 (16.67%) RDBMS
2 1 (16.67%) Relational Database
2 1 (16.67%) SQL Server
Development Applications
1 3 (50.00%) Jenkins
2 1 (16.67%) ERwin
General
1 3 (50.00%) Banking
1 3 (50.00%) Retail Banking
Job Titles
1 2 (33.33%) Architect
1 2 (33.33%) Data Architect
1 2 (33.33%) Java Engineer
1 2 (33.33%) Java Scala Software Engineer
1 2 (33.33%) Java Software Engineer
1 2 (33.33%) Scala Software Engineer
1 2 (33.33%) Software Engineer
2 1 (16.67%) Analyst
2 1 (16.67%) Developer
2 1 (16.67%) Senior Analyst
2 1 (16.67%) Senior Architect
2 1 (16.67%) Senior Data Architect
2 1 (16.67%) Senior Developer
2 1 (16.67%) Senior Java Engineer
2 1 (16.67%) Senior Software Engineer
2 1 (16.67%) Senior Test Analyst
2 1 (16.67%) Senior Web Developer
2 1 (16.67%) Test Analyst
2 1 (16.67%) Test Data Analyst
2 1 (16.67%) Web Developer
Libraries, Frameworks & Software Standards
1 3 (50.00%) Play Framework
2 2 (33.33%) Kafka
3 1 (16.67%) AngularJS
3 1 (16.67%) Aurelia
3 1 (16.67%) CSS
3 1 (16.67%) React
3 1 (16.67%) Twitter Bootstrap
Miscellaneous
1 2 (33.33%) Analytical Skills
2 1 (16.67%) Taxonomies
Processes & Methodologies
1 4 (66.67%) Agile Software Development
1 4 (66.67%) Machine Learning
2 3 (50.00%) Kanban
2 3 (50.00%) MapReduce
3 2 (33.33%) Analytics
3 2 (33.33%) Business Intelligence
3 2 (33.33%) Data Modelling
3 2 (33.33%) ETL
3 2 (33.33%) Software Engineering
4 1 (16.67%) Business Analytics
4 1 (16.67%) Data Ingestion
4 1 (16.67%) Data Management
4 1 (16.67%) Data Security
4 1 (16.67%) Enterprise Architecture
4 1 (16.67%) IT Strategy
4 1 (16.67%) ITIL
4 1 (16.67%) Master Data Management
4 1 (16.67%) Migration
4 1 (16.67%) Scenario Testing
4 1 (16.67%) SOA
Programming Languages
1 4 (66.67%) Scala
2 3 (50.00%) Java
3 2 (33.33%) SQL
4 1 (16.67%) JavaScript
4 1 (16.67%) R
Qualifications
1 1 (16.67%) Degree
System Software
1 1 (16.67%) HDFS
Systems Management
1 1 (16.67%) Hadoop YARN
1 1 (16.67%) Oozie
Vendors
1 1 (16.67%) Cloudera
1 1 (16.67%) IBM
1 1 (16.67%) Oracle
1 1 (16.67%) Teradata