Period
to 20 October 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 20 October 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
20 Oct 2018
Same period 2017 Same period 2016
Rank 147 114 169
Rank change year-on-year -33 +55 -
Contract jobs citing HBase 19 37 6
As % of all contract IT jobs advertised in West Yorkshire 0.56% 1.27% 0.16%
As % of the Database & Business Intelligence category 2.33% 5.09% 0.65%
Number of daily rates quoted 15 40 5
West Yorkshire median daily rate £475 £475 £475
10th Percentile £413 £413 £384
90th Percentile £575 £615 £495
Yorkshire median daily rate £525 £508 £513
% change year-on-year +3.45% -0.98% -2.38%
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 816 727 922
As % of all contract IT jobs advertised in West Yorkshire 23.97% 24.89% 24.23%
Number of daily rates quoted 577 503 622
West Yorkshire median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +4.17%
10th Percentile £319 £310 £290
90th Percentile £550 £529 £513
Yorkshire median daily rate £413 £400 £380
% change year-on-year +3.13% +5.26% +8.03%
Number of hourly rates quoted 14 4 13
West Yorkshire median hourly rate £17.00 £19.75 £18.38
Median hourly rate % change year-on-year -13.92% +7.48% +5.00%
10th Percentile £12.70 £13.00 £13.50
90th Percentile £33.53 £24.60 £31.50
Yorkshire median hourly rate £17.00 £19.50 £14.00
% change year-on-year -12.82% +39.29% -15.97%

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 20 October 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 20 October 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 -20 18 £493 +3.68% 1
HBase
Yorkshire

For the 6 months to 20 October 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%) Apache Hive
1 19 (100.00%) Kafka
2 18 (94.74%) Big Data
3 17 (89.47%) Scala
3 17 (89.47%) Apache Spark
4 15 (78.95%) OOP
4 15 (78.95%) OO
5 13 (68.42%) MapR
6 11 (57.89%) Relational Database
6 11 (57.89%) NoSQL
6 11 (57.89%) Software Engineering
7 10 (52.63%) RDBMS
7 10 (52.63%) Java
7 10 (52.63%) Functional Programming
8 7 (36.84%) C#
8 7 (36.84%) C++
9 6 (31.58%) Apache
10 3 (15.79%) Hortonworks
10 3 (15.79%) Test Automation
10 3 (15.79%) Test Scripting
10 3 (15.79%) Agile Software Development
11 2 (10.53%) Problem-Solving
11 2 (10.53%) Banking
11 2 (10.53%) Maven
11 2 (10.53%) Business Analysis
11 2 (10.53%) Finance
11 2 (10.53%) Python
11 2 (10.53%) Data Warehouse
11 2 (10.53%) SOAP

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 6 (31.58%) Apache
Database & Business Intelligence
1 19 (100.00%) Apache Hive
1 19 (100.00%) Hadoop
2 18 (94.74%) Big Data
3 11 (57.89%) NoSQL
3 11 (57.89%) Relational Database
4 10 (52.63%) RDBMS
5 2 (10.53%) Data Warehouse
6 1 (5.26%) Apache Cassandra
6 1 (5.26%) BusinessObjects
6 1 (5.26%) Data Lake
6 1 (5.26%) MongoDB
6 1 (5.26%) MySQL
6 1 (5.26%) PostgreSQL
6 1 (5.26%) SAP BW
6 1 (5.26%) SAP Data Services
6 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 2 (10.53%) Banking
1 2 (10.53%) Finance
Job Titles
1 9 (47.37%) Software Engineer
2 7 (36.84%) Developer
3 4 (21.05%) Big Data Engineer
4 3 (15.79%) Data Engineer
4 3 (15.79%) Hadoop Developer
4 3 (15.79%) Scala Developer
5 2 (10.53%) Big Data Developer
5 2 (10.53%) Big Data Software Engineer
5 2 (10.53%) Java Developer
5 2 (10.53%) Java Hadoop Developer
5 2 (10.53%) Scala Software Engineer
6 1 (5.26%) Developer in Test
6 1 (5.26%) Software Developer
6 1 (5.26%) Software Test Engineer
6 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 15 (78.95%) OO
1 15 (78.95%) OOP
2 11 (57.89%) Software Engineering
3 10 (52.63%) Functional Programming
4 3 (15.79%) Agile Software Development
4 3 (15.79%) Test Automation
4 3 (15.79%) Test Scripting
5 2 (10.53%) Business Analysis
5 2 (10.53%) Problem-Solving
5 2 (10.53%) SDLC
5 2 (10.53%) Waterfall
6 1 (5.26%) Analytics
6 1 (5.26%) Business Intelligence
6 1 (5.26%) Data Architecture
6 1 (5.26%) ERP
6 1 (5.26%) SDET
Programming Languages
1 17 (89.47%) Scala
2 10 (52.63%) 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 13 (68.42%) MapR
2 3 (15.79%) Hortonworks
3 1 (5.26%) Oracle
3 1 (5.26%) SAP