Period
to 22 September 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 22 September 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
22 Sep 2018
Same period 2017 Same period 2016
Rank 168 138 184
Rank change year-on-year -30 +46 +42
Contract jobs citing HBase 26 41 35
As % of all contract IT jobs advertised in Yorkshire 0.52% 0.98% 0.61%
As % of the Database & Business Intelligence category 2.24% 4.23% 2.49%
Number of daily rates quoted 21 46 25
Yorkshire median daily rate £475 £508 £700
Median daily rate % change year-on-year -6.40% -27.50% +33.33%
10th Percentile £413 £413 £480
90th Percentile £588 £755 £800
England median daily rate £550 £550 £550
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 1,160 970 1,405
As % of all contract IT jobs advertised in Yorkshire 23.39% 23.25% 24.68%
Number of daily rates quoted 813 642 986
Yorkshire median daily rate £413 £400 £383
Median daily rate % change year-on-year +3.13% +4.58% +9.29%
10th Percentile £303 £306 £290
90th Percentile £550 £533 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 21 11 19
Yorkshire median hourly rate £17.00 £17.50 £13.50
Median hourly rate % change year-on-year -2.86% +29.63% -22.86%
10th Percentile £13.25 £12.00 £12.20
90th Percentile £33.75 £35.00 £31.95
England median hourly rate £29.50 £30.00 £30.00
% change year-on-year -1.67% - +7.99%

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 22 September 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 22 September 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 -33 23 £475 -
South Yorkshire -10 3 £675 +10.66%
HBase
England

For the 6 months to 22 September 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 25 (96.15%) Hadoop
2 24 (92.31%) Apache Hive
2 24 (92.31%) Big Data
2 24 (92.31%) Kafka
3 21 (80.77%) Apache Spark
4 17 (65.38%) Scala
5 15 (57.69%) OOP
5 15 (57.69%) OO
6 13 (50.00%) NoSQL
6 13 (50.00%) MapR
7 12 (46.15%) Relational Database
8 11 (42.31%) Software Engineering
9 10 (38.46%) RDBMS
9 10 (38.46%) Functional Programming
10 9 (34.62%) Java
11 7 (26.92%) C#
11 7 (26.92%) C++
11 7 (26.92%) Apache
12 6 (23.08%) Agile Software Development
12 6 (23.08%) Hortonworks
13 5 (19.23%) Python
14 4 (15.38%) SOAP
14 4 (15.38%) Finance
14 4 (15.38%) Test Scripting
14 4 (15.38%) Apache Flume
14 4 (15.38%) MapReduce
14 4 (15.38%) MongoDB
14 4 (15.38%) Analytical Skills
15 3 (11.54%) Data Engineering
15 3 (11.54%) Oozie

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 21 (80.77%) Apache Spark
2 7 (26.92%) Apache
3 2 (7.69%) Elasticsearch
4 1 (3.85%) Apache Pig
4 1 (3.85%) SAS
Cloud Services
1 2 (7.69%) Amazon AWS
Database & Business Intelligence
1 25 (96.15%) Hadoop
2 24 (92.31%) Apache Hive
2 24 (92.31%) Big Data
3 13 (50.00%) NoSQL
4 12 (46.15%) Relational Database
5 10 (38.46%) RDBMS
6 4 (15.38%) MongoDB
7 3 (11.54%) Data Warehouse
7 3 (11.54%) PostgreSQL
8 2 (7.69%) Apache Cassandra
8 2 (7.69%) Parquet
9 1 (3.85%) BusinessObjects
9 1 (3.85%) Data Lake
9 1 (3.85%) Enterprise Data Warehouse
9 1 (3.85%) MySQL
9 1 (3.85%) Pentaho
9 1 (3.85%) Sqoop
Development Applications
1 2 (7.69%) Eclipse
1 2 (7.69%) Git (software)
1 2 (7.69%) IntelliJ
1 2 (7.69%) JUnit
1 2 (7.69%) Maven
1 2 (7.69%) SoapUI
2 1 (3.85%) ERwin
General
1 4 (15.38%) Finance
2 3 (11.54%) Banking
3 1 (3.85%) Retail
Job Titles
1 12 (46.15%) Developer
2 9 (34.62%) Software Engineer
3 6 (23.08%) Big Data Developer
3 6 (23.08%) Hadoop Developer
4 4 (15.38%) Big Data Engineer
4 4 (15.38%) Data Engineer
5 3 (11.54%) Scala Developer
6 2 (7.69%) Apache Spark Developer
6 2 (7.69%) Big Data Software Engineer
6 2 (7.69%) Cloud Developer
6 2 (7.69%) Elasticsearch Developer
6 2 (7.69%) Java Developer
6 2 (7.69%) Java Hadoop Developer
6 2 (7.69%) MapReduce Developer
6 2 (7.69%) Scala Software Engineer
7 1 (3.85%) ETL Developer
7 1 (3.85%) Lead Architect
7 1 (3.85%) Lead Data Architect
7 1 (3.85%) Software Test Engineer
7 1 (3.85%) Test Engineer
Libraries, Frameworks & Software Standards
1 24 (92.31%) Kafka
2 4 (15.38%) SOAP
3 3 (11.54%) Apache Avro
4 2 (7.69%) REST
5 1 (3.85%) Natural Language Processing
5 1 (3.85%) Web Services
Miscellaneous
1 4 (15.38%) Analytical Skills
2 1 (3.85%) Algorithms
2 1 (3.85%) Management Information System
2 1 (3.85%) NHS
2 1 (3.85%) Virtual Team
Operating Systems
1 2 (7.69%) Linux
1 2 (7.69%) Unix
Processes & Methodologies
1 15 (57.69%) OO
1 15 (57.69%) OOP
2 11 (42.31%) Software Engineering
3 10 (38.46%) Functional Programming
4 6 (23.08%) Agile Software Development
5 4 (15.38%) MapReduce
5 4 (15.38%) Test Scripting
6 3 (11.54%) Data Engineering
6 3 (11.54%) TDD
6 3 (11.54%) Test Automation
6 3 (11.54%) Waterfall
7 2 (7.69%) Business Analysis
7 2 (7.69%) Continuous Delivery
7 2 (7.69%) Continuous Integration
7 2 (7.69%) Data Architecture
7 2 (7.69%) Data Integration
7 2 (7.69%) Data Management
7 2 (7.69%) Problem-Solving
7 2 (7.69%) SDLC
7 2 (7.69%) Visualisation
Programming Languages
1 17 (65.38%) Scala
2 9 (34.62%) Java
3 7 (26.92%) C#
3 7 (26.92%) C++
4 5 (19.23%) Python
5 3 (11.54%) SQL
6 2 (7.69%) JavaScript
6 2 (7.69%) R
6 2 (7.69%) Shell Script
7 1 (3.85%) MATLAB
7 1 (3.85%) PL/SQL
Qualifications
1 1 (3.85%) PhD
Quality Assurance & Compliance
1 3 (11.54%) QA
2 2 (7.69%) Data Quality
System Software
1 4 (15.38%) Apache Flume
2 1 (3.85%) Docker
Systems Management
1 3 (11.54%) Oozie
2 2 (7.69%) Ansible
2 2 (7.69%) Puppet
3 1 (3.85%) Hadoop YARN
Vendors
1 13 (50.00%) MapR
2 6 (23.08%) Hortonworks
3 3 (11.54%) Cloudera
3 3 (11.54%) Oracle
4 2 (7.69%) Informatica
5 1 (3.85%) CA
5 1 (3.85%) Splunk
5 1 (3.85%) Tableau