Period
to 17 December 2018

The following table provides summary statistics for contract job vacancies advertised in West 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 December 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
Yorkshire > West Yorkshire
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 148 111 152
Rank change year-on-year -37 +41 +27
Contract jobs citing HBase 19 37 10
As % of all contract IT jobs advertised in West Yorkshire 0.55% 1.23% 0.29%
As % of the Database & Business Intelligence category 2.28% 5.06% 1.18%
Number of daily rates quoted 16 40 8
West Yorkshire median daily rate £493 £475 £440
Median daily rate % change year-on-year +3.68% +7.95% -12.00%
10th Percentile £413 £413 £392
90th Percentile £575 £615 £495
Yorkshire median daily rate £550 £525 £499
% change year-on-year +4.76% +5.26% -2.68%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire 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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 833 731 846
As % of all contract IT jobs advertised in West Yorkshire 24.14% 24.24% 24.82%
Number of daily rates quoted 574 516 569
West Yorkshire median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% -
10th Percentile £319 £300 £269
90th Percentile £575 £538 £538
Yorkshire median daily rate £413 £400 £380
% change year-on-year +3.13% +5.26% +1.33%
Number of hourly rates quoted 22 0 13
West Yorkshire median hourly rate £17.50 - £18.38
10th Percentile £13.36 - £13.50
90th Percentile £25.00 - £31.35
Yorkshire median hourly rate £17.00 £28.25 £14.25
% change year-on-year -39.82% +98.25% -14.47%

HBase
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for HBase in West Yorkshire

HBase
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for HBase in West Yorkshire

HBase
Contractor Daily Rate Histogram in West Yorkshire

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

Contractor daily rate histogram for HBase in West Yorkshire

HBase
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 17 December 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
Leeds -23 18 £510 +7.37% 2
HBase
Yorkshire

For the 6 months to 17 December 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 West Yorkshire region with a requirement for HBase.

1 19 (100.00%) Hadoop
1 19 (100.00%) Kafka
2 18 (94.74%) Apache Hive
3 17 (89.47%) Big Data
3 17 (89.47%) Scala
3 17 (89.47%) Apache Spark
4 14 (73.68%) OOP
4 14 (73.68%) OO
5 12 (63.16%) MapR
6 11 (57.89%) Java
7 10 (52.63%) Software Engineering
7 10 (52.63%) Relational Database
7 10 (52.63%) NoSQL
8 9 (47.37%) Functional Programming
8 9 (47.37%) RDBMS
9 7 (36.84%) C#
9 7 (36.84%) C++
10 5 (26.32%) Apache
11 4 (21.05%) Agile Software Development
11 4 (21.05%) Hortonworks
12 3 (15.79%) Test Scripting
12 3 (15.79%) Test Automation
12 3 (15.79%) SDLC
12 3 (15.79%) Finance
13 2 (10.53%) Problem-Solving
13 2 (10.53%) Banking
13 2 (10.53%) Business Analysis
13 2 (10.53%) Linux
13 2 (10.53%) Maven
13 2 (10.53%) Python

HBase
Co-occurring IT Skills in West 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 17 (89.47%) Apache Spark
2 5 (26.32%) Apache
Database & Business Intelligence
1 19 (100.00%) Hadoop
2 18 (94.74%) Apache Hive
3 17 (89.47%) Big Data
4 10 (52.63%) NoSQL
4 10 (52.63%) Relational Database
5 9 (47.37%) RDBMS
6 2 (10.53%) Data Warehouse
7 1 (5.26%) Apache Cassandra
7 1 (5.26%) BusinessObjects
7 1 (5.26%) Data Lake
7 1 (5.26%) MongoDB
7 1 (5.26%) MySQL
7 1 (5.26%) PostgreSQL
7 1 (5.26%) SAP BW
7 1 (5.26%) SAP Data Services
7 1 (5.26%) Sqoop
Development Applications
1 2 (10.53%) Eclipse
1 2 (10.53%) Git (software)
1 2 (10.53%) IntelliJ
1 2 (10.53%) JUnit
1 2 (10.53%) Maven
1 2 (10.53%) SoapUI
General
1 3 (15.79%) Finance
2 2 (10.53%) Banking
Job Titles
1 8 (42.11%) Developer
1 8 (42.11%) Software Engineer
2 4 (21.05%) Hadoop Developer
3 3 (15.79%) Big Data Engineer
3 3 (15.79%) Data Engineer
3 3 (15.79%) Scala Developer
4 2 (10.53%) Big Data Developer
4 2 (10.53%) Java Developer
4 2 (10.53%) Java Hadoop Developer
5 1 (5.26%) Big Data Software Engineer
5 1 (5.26%) Developer in Test
5 1 (5.26%) Scala Software Engineer
5 1 (5.26%) Software Developer
5 1 (5.26%) Software Test Engineer
5 1 (5.26%) Test Engineer
Libraries, Frameworks & Software Standards
1 19 (100.00%) Kafka
2 2 (10.53%) SOAP
Miscellaneous
1 2 (10.53%) Analytical Skills
Operating Systems
1 2 (10.53%) Linux
2 1 (5.26%) Unix
Processes & Methodologies
1 14 (73.68%) OO
1 14 (73.68%) OOP
2 10 (52.63%) Software Engineering
3 9 (47.37%) Functional Programming
4 4 (21.05%) Agile Software Development
5 3 (15.79%) SDLC
5 3 (15.79%) Test Automation
5 3 (15.79%) Test Scripting
6 2 (10.53%) Business Analysis
6 2 (10.53%) Problem-Solving
6 2 (10.53%) Waterfall
7 1 (5.26%) Analytics
7 1 (5.26%) Business Intelligence
7 1 (5.26%) Data Architecture
7 1 (5.26%) Data Ingestion
7 1 (5.26%) Data Management
7 1 (5.26%) ERP
7 1 (5.26%) SDET
7 1 (5.26%) Stakeholder Management
Programming Languages
1 17 (89.47%) Scala
2 11 (57.89%) Java
3 7 (36.84%) C#
3 7 (36.84%) C++
4 2 (10.53%) Python
5 1 (5.26%) R
5 1 (5.26%) Shell Script
5 1 (5.26%) SQL
System Software
1 1 (5.26%) HDFS
Systems Management
1 1 (5.26%) Oozie
Vendors
1 12 (63.16%) MapR
2 4 (21.05%) Hortonworks
3 1 (5.26%) Oracle
3 1 (5.26%) SAP