Period
to 21 June 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 21 June 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
21 Jun 2018
Same period 2017 Same period 2016
Rank 135 146 -
Rank change year-on-year +11 - -
Contract jobs citing HBase 38 5 0
As % of all contract IT jobs advertised in West Yorkshire 1.12% 0.18% -
As % of the Database & Business Intelligence category 4.73% 0.76% -
Number of daily rates quoted 27 5 0
West Yorkshire median daily rate £500 £410 -
Median daily rate % change year-on-year +21.95% - -
Yorkshire median daily rate £500 £443 £735
% change year-on-year +12.99% -39.80% -
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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 803 659 879
As % of all contract IT jobs advertised in West Yorkshire 23.62% 23.78% 22.39%
Number of daily rates quoted 565 432 629
West Yorkshire median daily rate £400 £378 £375
Median daily rate % change year-on-year +5.96% +0.67% +7.14%
10th Percentile £305 £300 £288
90th Percentile £547 £500 £519
Yorkshire median daily rate £400 £375 £376
% change year-on-year +6.67% -0.33% +7.50%
Number of hourly rates quoted 3 9 11
West Yorkshire median hourly rate £33.50 £19.00 £21.00
Median hourly rate % change year-on-year +76.32% -9.52% +13.90%
10th Percentile £14.65 £15.27 £14.88
90th Percentile £33.75 £35.09 £24.25
Yorkshire median hourly rate £21.42 £19.00 £21.00
% change year-on-year +12.71% -9.52% +6.33%

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 21 June 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 21 June 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 +13 37 £500 +21.95% 1
HBase
Yorkshire

For the 6 months to 21 June 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 38 (100.00%) Hadoop
2 36 (94.74%) Apache Hive
3 32 (84.21%) Kafka
4 31 (81.58%) Apache Spark
5 28 (73.68%) Big Data
6 25 (65.79%) MapReduce
7 23 (60.53%) Agile Software Development
8 21 (55.26%) ETL
9 20 (52.63%) Informatica
9 20 (52.63%) Talend
10 16 (42.11%) Spark Streaming
11 15 (39.47%) Scala
12 13 (34.21%) Ansible
13 12 (31.58%) NoSQL
13 12 (31.58%) Pentaho
13 12 (31.58%) Continuous Integration
14 11 (28.95%) Java
14 11 (28.95%) Apache Flume
15 10 (26.32%) Python
15 10 (26.32%) Data Warehouse
16 8 (21.05%) DSL
16 8 (21.05%) Data Modelling
16 8 (21.05%) SQL
16 8 (21.05%) Security Cleared
16 8 (21.05%) Cloudera
16 8 (21.05%) MongoDB
16 8 (21.05%) DevOps
16 8 (21.05%) Impala
16 8 (21.05%) Sqoop
16 8 (21.05%) HiveQL

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 31 (81.58%) Apache Spark
2 7 (18.42%) Elasticsearch
3 5 (13.16%) Apache Pig
4 4 (10.53%) Apache
5 2 (5.26%) nginx
Cloud Services
1 7 (18.42%) GitHub
2 6 (15.79%) Amazon AWS
3 4 (10.53%) AWS CloudFormation
3 4 (10.53%) CloudFront
Communications & Networking
1 8 (21.05%) DSL
2 2 (5.26%) AMQP
2 2 (5.26%) BIG-IP
2 2 (5.26%) SAN
Database & Business Intelligence
1 38 (100.00%) Hadoop
2 36 (94.74%) Apache Hive
3 28 (73.68%) Big Data
4 12 (31.58%) NoSQL
4 12 (31.58%) Pentaho
5 10 (26.32%) Data Warehouse
6 8 (21.05%) Impala
6 8 (21.05%) MongoDB
6 8 (21.05%) Sqoop
7 7 (18.42%) MySQL
7 7 (18.42%) Relational Database
8 5 (13.16%) Apache Cassandra
9 2 (5.26%) Couchbase
9 2 (5.26%) Parquet
9 2 (5.26%) PostgreSQL
9 2 (5.26%) RDBMS
9 2 (5.26%) Redis
General
1 6 (15.79%) Games
2 1 (2.63%) Retail
Job Titles
1 22 (57.89%) Data Engineer
2 9 (23.68%) Developer
3 8 (21.05%) Big Data Engineer
4 6 (15.79%) Big Data Developer
5 5 (13.16%) Hadoop Developer
5 5 (13.16%) Software Engineer
6 4 (10.53%) Hadoop Engineer
7 3 (7.89%) Cloud Developer
7 3 (7.89%) Elasticsearch Developer
7 3 (7.89%) MapReduce Developer
8 2 (5.26%) Apache Spark Developer
8 2 (5.26%) Architect
8 2 (5.26%) Lead Software Engineer
9 1 (2.63%) Cloud Engineer
9 1 (2.63%) DevOps Engineer
9 1 (2.63%) Full Stack Developer
9 1 (2.63%) Principal Architect
9 1 (2.63%) Scala Software Engineer
9 1 (2.63%) Senior Cloud Engineer
9 1 (2.63%) Solutions Architect
Libraries, Frameworks & Software Standards
1 32 (84.21%) Kafka
2 16 (42.11%) Spark Streaming
3 5 (13.16%) REST
4 4 (10.53%) jQuery
4 4 (10.53%) RESTful
5 3 (7.89%) Apache Avro
5 3 (7.89%) SOAP
6 2 (5.26%) RabbitMQ
7 1 (2.63%) Akka
7 1 (2.63%) Dropwizard
7 1 (2.63%) LEMP Stack
7 1 (2.63%) Web Services
Miscellaneous
1 4 (10.53%) Greenfield Project
2 2 (5.26%) Data Centre
3 1 (2.63%) Data Structures
3 1 (2.63%) Enterprise Software
3 1 (2.63%) Management Information System
3 1 (2.63%) NHS
Operating Systems
1 2 (5.26%) Android
1 2 (5.26%) Apple iOS
1 2 (5.26%) Linux
Processes & Methodologies
1 25 (65.79%) MapReduce
2 23 (60.53%) Agile Software Development
3 21 (55.26%) ETL
4 12 (31.58%) Continuous Integration
5 8 (21.05%) Data Modelling
5 8 (21.05%) DevOps
6 7 (18.42%) Reverse Engineering
7 6 (15.79%) Test Automation
8 5 (13.16%) Software Engineering
9 4 (10.53%) API Integration
9 4 (10.53%) Data Analysis
9 4 (10.53%) Data Architecture
9 4 (10.53%) Data Engineering
9 4 (10.53%) Deployment Automation
9 4 (10.53%) Machine Learning
9 4 (10.53%) OO
9 4 (10.53%) OOP
9 4 (10.53%) Refactoring
9 4 (10.53%) TDD
9 4 (10.53%) Unit Testing
Programming Languages
1 15 (39.47%) Scala
2 11 (28.95%) Java
3 10 (26.32%) Python
4 8 (21.05%) HiveQL
4 8 (21.05%) SQL
5 7 (18.42%) Shell Script
6 6 (15.79%) JavaScript
7 5 (13.16%) PHP
8 4 (10.53%) Ruby
9 2 (5.26%) C#
9 2 (5.26%) C++
10 1 (2.63%) Kotlin
10 1 (2.63%) R
Qualifications
1 8 (21.05%) Security Cleared
2 7 (18.42%) SC Cleared
Quality Assurance & Compliance
1 1 (2.63%) Data Quality
1 1 (2.63%) QA
System Software
1 11 (28.95%) Apache Flume
2 2 (5.26%) Varnish
3 1 (2.63%) Docker
Systems Management
1 13 (34.21%) Ansible
2 6 (15.79%) Puppet
3 4 (10.53%) Opscode Chef
4 3 (7.89%) Oozie
5 1 (2.63%) Hadoop YARN
5 1 (2.63%) Kubernetes
Vendors
1 20 (52.63%) Informatica
1 20 (52.63%) Talend
2 8 (21.05%) Cloudera
3 5 (13.16%) MapR
4 4 (10.53%) Hortonworks
5 2 (5.26%) F5
5 2 (5.26%) Oracle
6 1 (2.63%) Salesforce.com
6 1 (2.63%) Splunk