Period
to 16 July 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 16 July 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
16 Jul 2018
Same period 2017 Same period 2016
Rank 162 151 177
Rank change year-on-year -11 +26 +34
Contract jobs citing HBase 42 35 40
As % of all contract IT jobs advertised in Yorkshire 0.84% 0.82% 0.70%
As % of the Database & Business Intelligence category 3.68% 3.52% 2.88%
Number of daily rates quoted 33 27 30
Yorkshire median daily rate £500 £475 £725
Median daily rate % change year-on-year +5.26% -34.48% +38.10%
10th Percentile £402 £413 £515
90th Percentile £575 £657 £800
England median daily rate £550 £525 £593
% change year-on-year +4.76% -11.39% +5.80%
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 1,142 994 1,387
As % of all contract IT jobs advertised in Yorkshire 22.72% 23.37% 24.11%
Number of daily rates quoted 804 641 995
Yorkshire median daily rate £400 £380 £380
Median daily rate % change year-on-year +5.26% - +8.57%
10th Percentile £288 £288 £281
90th Percentile £538 £525 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 14 13 24
Yorkshire median hourly rate £21.42 £19.00 £15.75
Median hourly rate % change year-on-year +12.71% +20.63% -25.00%
10th Percentile £16.48 £12.80 £12.08
90th Percentile £34.63 £34.85 £33.75
England median hourly rate £33.50 £30.50 £28.50
% change year-on-year +9.84% +7.02% +14.00%

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 16 July 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 16 July 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 -3 39 £500 +7.53% 5
South Yorkshire -3 3 £654 +24.57%
HBase
England

For the 6 months to 16 July 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 41 (97.62%) Hadoop
2 39 (92.86%) Apache Hive
3 34 (80.95%) Kafka
4 32 (76.19%) Big Data
4 32 (76.19%) Apache Spark
5 23 (54.76%) MapReduce
6 22 (52.38%) Agile Software Development
7 20 (47.62%) ETL
7 20 (47.62%) Informatica
8 18 (42.86%) Talend
9 17 (40.48%) Scala
10 14 (33.33%) NoSQL
10 14 (33.33%) Spark Streaming
11 13 (30.95%) Ansible
11 13 (30.95%) Java
12 12 (28.57%) Python
12 12 (28.57%) Data Warehouse
12 12 (28.57%) Apache Flume
13 11 (26.19%) Continuous Integration
13 11 (26.19%) Pentaho
14 10 (23.81%) MongoDB
14 10 (23.81%) Data Modelling
14 10 (23.81%) SQL
15 9 (21.43%) Shell Script
15 9 (21.43%) Cloudera
15 9 (21.43%) Sqoop
15 9 (21.43%) Relational Database
16 8 (19.05%) DevOps
16 8 (19.05%) Impala
16 8 (19.05%) MapR

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 32 (76.19%) Apache Spark
2 7 (16.67%) Elasticsearch
3 6 (14.29%) Apache
4 5 (11.90%) Apache Pig
5 1 (2.38%) nginx
5 1 (2.38%) SAS
Cloud Services
1 7 (16.67%) GitHub
2 6 (14.29%) Amazon AWS
3 4 (9.52%) AWS CloudFormation
3 4 (9.52%) CloudFront
Communications & Networking
1 6 (14.29%) DSL
2 1 (2.38%) AMQP
2 1 (2.38%) BIG-IP
2 1 (2.38%) SAN
Database & Business Intelligence
1 41 (97.62%) Hadoop
2 39 (92.86%) Apache Hive
3 32 (76.19%) Big Data
4 14 (33.33%) NoSQL
5 12 (28.57%) Data Warehouse
6 11 (26.19%) Pentaho
7 10 (23.81%) MongoDB
8 9 (21.43%) Relational Database
8 9 (21.43%) Sqoop
9 8 (19.05%) Impala
10 6 (14.29%) Apache Cassandra
10 6 (14.29%) MySQL
11 4 (9.52%) PostgreSQL
12 3 (7.14%) RDBMS
13 2 (4.76%) Parquet
14 1 (2.38%) BusinessObjects
14 1 (2.38%) Couchbase
14 1 (2.38%) Data Lake
14 1 (2.38%) Enterprise Data Warehouse
14 1 (2.38%) Redis
Development Applications
1 1 (2.38%) Eclipse
1 1 (2.38%) ERwin
1 1 (2.38%) Git (software)
1 1 (2.38%) IntelliJ
1 1 (2.38%) JUnit
1 1 (2.38%) Maven
General
1 3 (7.14%) Finance
1 3 (7.14%) Games
2 2 (4.76%) Banking
3 1 (2.38%) Retail
Job Titles
1 22 (52.38%) Data Engineer
2 12 (28.57%) Developer
3 7 (16.67%) Big Data Engineer
4 6 (14.29%) Big Data Developer
4 6 (14.29%) Hadoop Developer
4 6 (14.29%) Software Engineer
5 3 (7.14%) Cloud Developer
5 3 (7.14%) Elasticsearch Developer
5 3 (7.14%) MapReduce Developer
6 2 (4.76%) Apache Spark Developer
6 2 (4.76%) Architect
6 2 (4.76%) Hadoop Engineer
6 2 (4.76%) Lead Software Engineer
6 2 (4.76%) Scala Developer
7 1 (2.38%) Data Architect
7 1 (2.38%) Data Scientist
7 1 (2.38%) Data Warehouse Architect
7 1 (2.38%) ETL Developer
7 1 (2.38%) Java Developer
7 1 (2.38%) Lead Architect
Libraries, Frameworks & Software Standards
1 34 (80.95%) Kafka
2 14 (33.33%) Spark Streaming
3 4 (9.52%) jQuery
3 4 (9.52%) REST
3 4 (9.52%) RESTful
4 3 (7.14%) Apache Avro
4 3 (7.14%) SOAP
5 1 (2.38%) Akka
5 1 (2.38%) Dropwizard
5 1 (2.38%) LEMP Stack
5 1 (2.38%) Natural Language Processing
5 1 (2.38%) RabbitMQ
5 1 (2.38%) Web Services
Miscellaneous
1 4 (9.52%) Greenfield Project
2 3 (7.14%) Analytical Skills
3 2 (4.76%) Enterprise Software
3 2 (4.76%) Management Information System
4 1 (2.38%) Algorithms
4 1 (2.38%) Data Centre
4 1 (2.38%) Data Structures
4 1 (2.38%) NHS
4 1 (2.38%) Virtual Team
Operating Systems
1 2 (4.76%) Linux
1 2 (4.76%) Unix
2 1 (2.38%) Android
2 1 (2.38%) Apple iOS
Processes & Methodologies
1 23 (54.76%) MapReduce
2 22 (52.38%) Agile Software Development
3 20 (47.62%) ETL
4 11 (26.19%) Continuous Integration
5 10 (23.81%) Data Modelling
6 8 (19.05%) DevOps
6 8 (19.05%) Reverse Engineering
7 7 (16.67%) OO
7 7 (16.67%) OOP
8 6 (14.29%) Software Engineering
9 5 (11.90%) Data Analysis
9 5 (11.90%) Data Engineering
9 5 (11.90%) Functional Programming
9 5 (11.90%) Machine Learning
9 5 (11.90%) Test Automation
10 4 (9.52%) API Integration
10 4 (9.52%) Data Architecture
10 4 (9.52%) Deployment Automation
10 4 (9.52%) Refactoring
10 4 (9.52%) Unit Testing
Programming Languages
1 17 (40.48%) Scala
2 13 (30.95%) Java
3 12 (28.57%) Python
4 10 (23.81%) SQL
5 9 (21.43%) Shell Script
6 6 (14.29%) HiveQL
6 6 (14.29%) JavaScript
7 5 (11.90%) PHP
8 4 (9.52%) C#
8 4 (9.52%) C++
9 2 (4.76%) R
9 2 (4.76%) Ruby
10 1 (2.38%) MATLAB
10 1 (2.38%) PL/SQL
Qualifications
1 8 (19.05%) Security Cleared
2 7 (16.67%) SC Cleared
3 1 (2.38%) PhD
Quality Assurance & Compliance
1 4 (9.52%) QA
2 3 (7.14%) Data Quality
System Software
1 12 (28.57%) Apache Flume
2 1 (2.38%) Docker
2 1 (2.38%) Varnish
Systems Management
1 13 (30.95%) Ansible
2 6 (14.29%) Puppet
3 4 (9.52%) Opscode Chef
4 3 (7.14%) Oozie
5 1 (2.38%) Hadoop YARN
Vendors
1 20 (47.62%) Informatica
2 18 (42.86%) Talend
3 9 (21.43%) Cloudera
4 8 (19.05%) MapR
5 7 (16.67%) Hortonworks
6 4 (9.52%) Oracle
7 1 (2.38%) CA
7 1 (2.38%) F5
7 1 (2.38%) Salesforce.com
7 1 (2.38%) Splunk
7 1 (2.38%) Tableau