Period
to 17 November 2018

The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 November 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
England > Yorkshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 169 143 191
Rank change year-on-year -26 +48 +30
Contract jobs citing HBase 25 42 26
As % of all contract IT jobs advertised in Yorkshire 0.51% 0.95% 0.47%
As % of the Database & Business Intelligence category 2.22% 4.29% 1.91%
Number of daily rates quoted 23 49 17
Yorkshire median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% -4.76%
10th Percentile £413 £413 £417
90th Percentile £788 £755 £605
England median daily rate £569 £550 £550
% change year-on-year +3.41% - -4.35%
Number of hourly rates quoted 0 1 0
Yorkshire median hourly rate - £35.00 -
England median hourly rate - £35.00 -

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 1,125 979 1,359
As % of all contract IT jobs advertised in Yorkshire 22.85% 22.22% 24.74%
Number of daily rates quoted 773 660 928
Yorkshire median daily rate £408 £400 £380
Median daily rate % change year-on-year +1.88% +5.26% +1.88%
10th Percentile £291 £305 £281
90th Percentile £550 £538 £538
England median daily rate £475 £454 £425
% change year-on-year +4.63% +6.82% +3.03%
Number of hourly rates quoted 29 8 22
Yorkshire median hourly rate £17.50 £21.75 £14.25
Median hourly rate % change year-on-year -19.54% +52.63% -18.57%
10th Percentile £13.09 £11.75 £12.30
90th Percentile £34.00 £37.85 £31.50
England median hourly rate £34.25 £31.75 £28.00
% change year-on-year +7.87% +13.39% +0.79%

HBase
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for HBase in Yorkshire

HBase
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for HBase in Yorkshire

HBase
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing HBase in Yorkshire over the 6 months to 17 November 2018.

Contractor daily rate histogram for HBase in Yorkshire

HBase
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the Yorkshire region over the 6 months to 17 November 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
West Yorkshire -29 21 £475 - 1
South Yorkshire -7 4 £775 +27.05%
HBase
England

For the 6 months to 17 November 2018, IT contractor jobs citing HBase also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Yorkshire region with a requirement for HBase.

1 24 (96.00%) Hadoop
2 23 (92.00%) Apache Hive
3 22 (88.00%) Kafka
4 21 (84.00%) Big Data
5 20 (80.00%) Apache Spark
6 18 (72.00%) Scala
7 15 (60.00%) OOP
7 15 (60.00%) OO
8 14 (56.00%) NoSQL
8 14 (56.00%) MapR
9 13 (52.00%) Relational Database
10 11 (44.00%) Java
10 11 (44.00%) Software Engineering
11 10 (40.00%) RDBMS
11 10 (40.00%) Functional Programming
12 7 (28.00%) C#
12 7 (28.00%) C++
13 6 (24.00%) Apache
13 6 (24.00%) Finance
13 6 (24.00%) Hortonworks
13 6 (24.00%) MongoDB
14 5 (20.00%) Analytical Skills
14 5 (20.00%) PostgreSQL
14 5 (20.00%) Agile Software Development
14 5 (20.00%) Python
14 5 (20.00%) Data Warehouse
14 5 (20.00%) SQL
14 5 (20.00%) Oracle
15 4 (16.00%) Unix
15 4 (16.00%) Shell Script

HBase
Co-occurring IT Skills in Yorkshire 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 20 (80.00%) Apache Spark
2 6 (24.00%) Apache
3 2 (8.00%) SAS
Database & Business Intelligence
1 24 (96.00%) Hadoop
2 23 (92.00%) Apache Hive
3 21 (84.00%) Big Data
4 14 (56.00%) NoSQL
5 13 (52.00%) Relational Database
6 10 (40.00%) RDBMS
7 6 (24.00%) MongoDB
8 5 (20.00%) Data Warehouse
8 5 (20.00%) PostgreSQL
9 3 (12.00%) Apache Cassandra
9 3 (12.00%) BusinessObjects
9 3 (12.00%) Data Lake
10 2 (8.00%) Enterprise Data Warehouse
10 2 (8.00%) MySQL
10 2 (8.00%) Pentaho
10 2 (8.00%) Sqoop
11 1 (4.00%) SAP BW
11 1 (4.00%) SAP Data Services
Development Applications
1 2 (8.00%) Eclipse
1 2 (8.00%) ERwin
1 2 (8.00%) Git (software)
1 2 (8.00%) IntelliJ
1 2 (8.00%) JUnit
1 2 (8.00%) Maven
1 2 (8.00%) SoapUI
General
1 6 (24.00%) Finance
2 3 (12.00%) Banking
Job Titles
1 9 (36.00%) Developer
1 9 (36.00%) Software Engineer
2 5 (20.00%) Data Engineer
3 4 (16.00%) Big Data Engineer
3 4 (16.00%) Hadoop Developer
4 3 (12.00%) Scala Developer
5 2 (8.00%) Architect
5 2 (8.00%) Big Data Developer
5 2 (8.00%) Big Data Software Engineer
5 2 (8.00%) Data Architect
5 2 (8.00%) Java Developer
5 2 (8.00%) Java Hadoop Developer
5 2 (8.00%) Lead Architect
5 2 (8.00%) Lead Data Architect
5 2 (8.00%) Scala Software Engineer
6 1 (4.00%) Developer in Test
6 1 (4.00%) ETL Developer
6 1 (4.00%) Software Developer
6 1 (4.00%) Software Test Engineer
6 1 (4.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 22 (88.00%) Kafka
2 2 (8.00%) SOAP
3 1 (4.00%) Natural Language Processing
Miscellaneous
1 5 (20.00%) Analytical Skills
2 2 (8.00%) Management Information System
3 1 (4.00%) Algorithms
3 1 (4.00%) Virtual Team
Operating Systems
1 4 (16.00%) Unix
2 2 (8.00%) Linux
Processes & Methodologies
1 15 (60.00%) OO
1 15 (60.00%) OOP
2 11 (44.00%) Software Engineering
3 10 (40.00%) Functional Programming
4 5 (20.00%) Agile Software Development
5 4 (16.00%) Analytics
5 4 (16.00%) Data Architecture
5 4 (16.00%) Data Management
5 4 (16.00%) Test Scripting
6 3 (12.00%) Business Intelligence
6 3 (12.00%) Data Integration
6 3 (12.00%) Data Modelling
6 3 (12.00%) Data Security
6 3 (12.00%) SDLC
6 3 (12.00%) Test Automation
6 3 (12.00%) Visualisation
6 3 (12.00%) Waterfall
7 2 (8.00%) Business Analysis
7 2 (8.00%) Enterprise Architecture
7 2 (8.00%) Information Assurance
Programming Languages
1 18 (72.00%) Scala
2 11 (44.00%) Java
3 7 (28.00%) C#
3 7 (28.00%) C++
4 5 (20.00%) Python
4 5 (20.00%) SQL
5 4 (16.00%) Shell Script
6 3 (12.00%) R
7 1 (4.00%) MATLAB
7 1 (4.00%) PL/SQL
Qualifications
1 1 (4.00%) PhD
Quality Assurance & Compliance
1 4 (16.00%) QA
2 3 (12.00%) Data Quality
System Software
1 1 (4.00%) Apache Flume
1 1 (4.00%) HDFS
Systems Management
1 1 (4.00%) Oozie
Vendors
1 14 (56.00%) MapR
2 6 (24.00%) Hortonworks
3 5 (20.00%) Oracle
4 3 (12.00%) Informatica
5 2 (8.00%) CA
5 2 (8.00%) Tableau
6 1 (4.00%) Cloudera
6 1 (4.00%) SAP