Period
to 14 August 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 14 August 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
14 Aug 2018
Same period 2017 Same period 2016
Rank 131 114 178
Rank change year-on-year -17 +64 -
Contract jobs citing HBase 40 36 2
As % of all contract IT jobs advertised in West Yorkshire 1.18% 1.28% 0.049%
As % of the Database & Business Intelligence category 4.83% 5.22% 0.21%
Number of daily rates quoted 28 36 1
West Yorkshire median daily rate £475 £470 £375
Median daily rate % change year-on-year +1.06% +25.33% -
10th Percentile £412 £413 £363
90th Percentile £575 £615 £388
Yorkshire median daily rate £488 £500 £725
% change year-on-year -2.50% -31.03% +38.10%
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 828 689 937
As % of all contract IT jobs advertised in West Yorkshire 24.45% 24.43% 23.07%
Number of daily rates quoted 589 470 675
West Yorkshire median daily rate £405 £400 £375
Median daily rate % change year-on-year +1.25% +6.67% +7.14%
10th Percentile £313 £305 £286
90th Percentile £550 £538 £513
Yorkshire median daily rate £400 £390 £385
% change year-on-year +2.56% +1.30% +10.00%
Number of hourly rates quoted 10 6 6
West Yorkshire median hourly rate £20.50 £19.75 £19.55
Median hourly rate % change year-on-year +3.80% +1.05% +7.46%
10th Percentile £12.93 £13.74 £14.25
90th Percentile £33.75 £32.00 £108.38
Yorkshire median hourly rate £20.00 £17.45 £14.50
% change year-on-year +14.65% +20.31% -20.27%

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 14 August 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 14 August 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 -9 39 £475 +1.06% 2
HBase
Yorkshire

For the 6 months to 14 August 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 40 (100.00%) Hadoop
2 38 (95.00%) Apache Hive
3 37 (92.50%) Kafka
4 34 (85.00%) Big Data
4 34 (85.00%) Apache Spark
5 24 (60.00%) Scala
6 19 (47.50%) MapReduce
7 18 (45.00%) NoSQL
8 16 (40.00%) Java
9 15 (37.50%) OOP
9 15 (37.50%) OO
9 15 (37.50%) ETL
10 14 (35.00%) Informatica
10 14 (35.00%) Agile Software Development
10 14 (35.00%) Talend
11 13 (32.50%) MapR
12 12 (30.00%) Software Engineering
12 12 (30.00%) Relational Database
13 11 (27.50%) Apache Flume
13 11 (27.50%) Spark Streaming
14 10 (25.00%) Functional Programming
14 10 (25.00%) Ansible
14 10 (25.00%) Continuous Integration
14 10 (25.00%) Python
14 10 (25.00%) Data Warehouse
14 10 (25.00%) RDBMS
15 8 (20.00%) Data Modelling
15 8 (20.00%) SQL
15 8 (20.00%) Security Cleared
15 8 (20.00%) DevOps

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 34 (85.00%) Apache Spark
2 7 (17.50%) Apache
3 4 (10.00%) Elasticsearch
4 2 (5.00%) Apache Pig
Cloud Services
1 7 (17.50%) GitHub
2 3 (7.50%) Amazon AWS
3 1 (2.50%) AWS CloudFormation
3 1 (2.50%) CloudFront
Communications & Networking
1 3 (7.50%) DSL
Database & Business Intelligence
1 40 (100.00%) Hadoop
2 38 (95.00%) Apache Hive
3 34 (85.00%) Big Data
4 18 (45.00%) NoSQL
5 12 (30.00%) Relational Database
6 10 (25.00%) Data Warehouse
6 10 (25.00%) RDBMS
7 8 (20.00%) Impala
7 8 (20.00%) Sqoop
8 6 (15.00%) Pentaho
9 3 (7.50%) MongoDB
10 2 (5.00%) Apache Cassandra
10 2 (5.00%) MySQL
10 2 (5.00%) Parquet
10 2 (5.00%) PostgreSQL
Development Applications
1 2 (5.00%) Eclipse
1 2 (5.00%) Git (software)
1 2 (5.00%) IntelliJ
1 2 (5.00%) JUnit
1 2 (5.00%) Maven
1 2 (5.00%) SoapUI
General
1 2 (5.00%) Banking
1 2 (5.00%) Finance
2 1 (2.50%) Retail
Job Titles
1 17 (42.50%) Data Engineer
2 13 (32.50%) Developer
3 10 (25.00%) Software Engineer
4 7 (17.50%) Big Data Developer
4 7 (17.50%) Hadoop Developer
5 6 (15.00%) Big Data Engineer
6 3 (7.50%) Cloud Developer
6 3 (7.50%) Elasticsearch Developer
6 3 (7.50%) MapReduce Developer
6 3 (7.50%) Scala Developer
7 2 (5.00%) Apache Spark Developer
7 2 (5.00%) Big Data Software Engineer
7 2 (5.00%) Java Developer
7 2 (5.00%) Java Hadoop Developer
7 2 (5.00%) Scala Software Engineer
8 1 (2.50%) Cloud Engineer
8 1 (2.50%) Developer in Test
8 1 (2.50%) DevOps Engineer
8 1 (2.50%) Python Engineer
8 1 (2.50%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 37 (92.50%) Kafka
2 11 (27.50%) Spark Streaming
3 5 (12.50%) SOAP
4 3 (7.50%) Apache Avro
4 3 (7.50%) REST
5 1 (2.50%) jQuery
5 1 (2.50%) RESTful
5 1 (2.50%) Web Services
Miscellaneous
1 2 (5.00%) Analytical Skills
2 1 (2.50%) Data Structures
2 1 (2.50%) Enterprise Software
2 1 (2.50%) Greenfield Project
2 1 (2.50%) Management Information System
2 1 (2.50%) NHS
Operating Systems
1 2 (5.00%) Linux
Processes & Methodologies
1 19 (47.50%) MapReduce
2 15 (37.50%) ETL
2 15 (37.50%) OO
2 15 (37.50%) OOP
3 14 (35.00%) Agile Software Development
4 12 (30.00%) Software Engineering
5 10 (25.00%) Continuous Integration
5 10 (25.00%) Functional Programming
6 8 (20.00%) Data Modelling
6 8 (20.00%) DevOps
7 7 (17.50%) Reverse Engineering
8 4 (10.00%) Data Engineering
8 4 (10.00%) TDD
8 4 (10.00%) Test Automation
9 3 (7.50%) Business Analysis
9 3 (7.50%) Continuous Delivery
9 3 (7.50%) Refactoring
9 3 (7.50%) Test Scripting
10 2 (5.00%) SDLC
10 2 (5.00%) Waterfall
Programming Languages
1 24 (60.00%) Scala
2 16 (40.00%) Java
3 10 (25.00%) Python
4 8 (20.00%) SQL
5 7 (17.50%) C#
5 7 (17.50%) C++
5 7 (17.50%) Shell Script
6 3 (7.50%) HiveQL
6 3 (7.50%) JavaScript
7 1 (2.50%) PHP
7 1 (2.50%) R
Qualifications
1 8 (20.00%) Security Cleared
2 7 (17.50%) SC Cleared
Quality Assurance & Compliance
1 1 (2.50%) Data Quality
1 1 (2.50%) QA
System Software
1 11 (27.50%) Apache Flume
2 1 (2.50%) Docker
Systems Management
1 10 (25.00%) Ansible
2 3 (7.50%) Oozie
2 3 (7.50%) Puppet
3 1 (2.50%) Hadoop YARN
3 1 (2.50%) Opscode Chef
Vendors
1 14 (35.00%) Informatica
1 14 (35.00%) Talend
2 13 (32.50%) MapR
3 7 (17.50%) Cloudera
4 6 (15.00%) Hortonworks
5 2 (5.00%) Oracle
6 1 (2.50%) Splunk