The table below looks at the statistics for HBase skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited HBase over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Apache HBase
UK / Scotland
Rank 130 162 -
Rank change year-on-year
+32 -
Permanent jobs citing HBase 6 1 0
As % of all permanent IT jobs located in Scotland 0.26% 0.034% -
As % of the Database & Business Intelligence category 0.73% 0.11% -
Number of salaries quoted 6 1 0
Median salary £77,500 £60,000 -
Median salary % change year-on-year
+29.16% -
UK excluding London median salary £60,000 £57,500 £55,000
% change year-on-year
+4.34% +4.54%

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 Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
824 926 971
As % of all permanent IT jobs located in Scotland 35.86% 31.57% 30.93%
Number of salaries quoted 530 595 657
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year
-10.52% +18.75%
90% offered a salary of more than £30,500 £32,500 £32,500
10% offered a salary of more than £65,500 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

HBase
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing HBase as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

HBase Jobs Demand Trend in Scotland

HBase
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing HBase across the Scotland region.

HBase Salary Trend in Scotland

HBase
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the Scotland region over the 3 months to 21 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +10 6 £77,500 +29.16%
HBase
UK

HBase
Top 30 Related IT Skills in Scotland

For the 6 months to 21 February 2017, IT jobs citing HBase 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 Scotland region with a requirement for HBase.

1 13 (100.00%) Hadoop
1 13 (100.00%) Apache Hive
2 11 (84.62%) ETL
3 10 (76.92%) Data Modelling
3 10 (76.92%) Finance
4 9 (69.23%) SQL Server
5 8 (61.54%) Oracle
5 8 (61.54%) Business Intelligence
5 8 (61.54%) Kafka
5 8 (61.54%) Apache Spark
6 7 (53.85%) Analytics
7 6 (46.15%) Teradata
7 6 (46.15%) RDBMS
7 6 (46.15%) IBM
7 6 (46.15%) ERwin
7 6 (46.15%) Big Data
7 6 (46.15%) Relational Database
8 5 (38.46%) Master Data Management
8 5 (38.46%) Data Management
8 5 (38.46%) Enterprise Architecture
8 5 (38.46%) Taxonomies
8 5 (38.46%) Ontologies
8 5 (38.46%) Data Architecture
8 5 (38.46%) Data Security
9 4 (30.77%) Validation
9 4 (30.77%) SOA
9 4 (30.77%) Oracle SOA Suite
9 4 (30.77%) Machine Learning
9 4 (30.77%) Degree
9 4 (30.77%) Computer Science

HBase
Top Related 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 8 (61.54%) Apache Spark
2 4 (30.77%) Oracle SOA Suite
3 3 (23.08%) Apache Pig
4 1 (7.69%) Liferay
Cloud Services
1 3 (23.08%) SaaS
Communications & Networking
1 2 (15.38%) HTTP
Database & Business Intelligence
1 13 (100.00%) Apache Hive
1 13 (100.00%) Hadoop
2 9 (69.23%) SQL Server
3 6 (46.15%) Big Data
3 6 (46.15%) RDBMS
3 6 (46.15%) Relational Database
4 3 (23.08%) MongoDB
4 3 (23.08%) Sqoop
5 2 (15.38%) Data Warehouse
5 2 (15.38%) Impala
6 1 (7.69%) OLAP
6 1 (7.69%) Oracle OLAP
6 1 (7.69%) Oracle Reports
6 1 (7.69%) PowerCenter
Development Applications
1 6 (46.15%) ERwin
2 2 (15.38%) Ant
2 2 (15.38%) Git (software)
2 2 (15.38%) Maven
General
1 10 (76.92%) Finance
2 3 (23.08%) Spanish Language
3 1 (7.69%) Banking
3 1 (7.69%) Games
3 1 (7.69%) Retail
3 1 (7.69%) Telecoms
Job Titles
1 7 (53.85%) Architect
1 7 (53.85%) Data Architect
2 6 (46.15%) Senior Architect
2 6 (46.15%) Senior Data Architect
3 3 (23.08%) Business Intelligence Lead
4 2 (15.38%) Big Data Engineer
4 2 (15.38%) Data Engineer
4 2 (15.38%) Hadoop Engineer
5 1 (7.69%) Enterprise Data Architect
5 1 (7.69%) Senior Hadoop Engineer
5 1 (7.69%) Senior Software Engineer
5 1 (7.69%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (61.54%) Kafka
2 2 (15.38%) AngularJS
2 2 (15.38%) CSS
2 2 (15.38%) CSS3
2 2 (15.38%) HTML
2 2 (15.38%) HTML5
2 2 (15.38%) React
3 1 (7.69%) Hibernate
3 1 (7.69%) REST
3 1 (7.69%) Spring
Miscellaneous
1 5 (38.46%) Taxonomies
2 4 (30.77%) Analytical Skills
2 4 (30.77%) Computer Science
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) Unix
Processes & Methodologies
1 11 (84.62%) ETL
2 10 (76.92%) Data Modelling
3 8 (61.54%) Business Intelligence
4 7 (53.85%) Analytics
5 5 (38.46%) Data Architecture
5 5 (38.46%) Data Management
5 5 (38.46%) Data Security
5 5 (38.46%) Enterprise Architecture
5 5 (38.46%) Master Data Management
5 5 (38.46%) Ontologies
6 4 (30.77%) Agile Software Development
6 4 (30.77%) Machine Learning
6 4 (30.77%) Service Design
6 4 (30.77%) SOA
6 4 (30.77%) Validation
7 3 (23.08%) Business Analysis
7 3 (23.08%) Data Analytics
7 3 (23.08%) Data Flow Diagram
7 3 (23.08%) MapReduce
7 3 (23.08%) Software Engineering
Programming Languages
1 2 (15.38%) Java
1 2 (15.38%) JavaScript
1 2 (15.38%) Perl
2 1 (7.69%) PL/SQL
2 1 (7.69%) Shell Script
2 1 (7.69%) SQL
Qualifications
1 4 (30.77%) Degree
System Software
1 3 (23.08%) HDFS
Systems Management
1 3 (23.08%) Oozie
2 2 (15.38%) Hadoop YARN
Vendors
1 8 (61.54%) Oracle
2 6 (46.15%) IBM
2 6 (46.15%) Teradata
3 3 (23.08%) MicroStrategy
4 2 (15.38%) Informatica
5 1 (7.69%) Cloudera