Period
to 8 August 2020

The following table provides summary statistics for contract job vacancies advertised in England 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 8 August 2020 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
UK > England
6 months to
8 Aug 2020
Same period 2019 Same period 2018
Rank 469 515 421
Rank change year-on-year +46 -94 -14
Contract jobs citing HBase 52 316 542
As % of all contract jobs advertised in England 0.17% 0.38% 0.58%
As % of the Database & Business Intelligence category 0.76% 1.71% 2.52%
Number of daily rates quoted 46 217 380
Median daily rate £525 £560 £550
Median daily rate % change year-on-year -6.25% +1.82% +3.29%
10th Percentile £449 £450 £425
90th Percentile £650 £688 £700
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - +4.76%
Number of hourly rates quoted 1 0 0
Median hourly rate £35.00 - -
UK 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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 6,840 18,432 21,514
As % of all contract IT jobs advertised in England 21.89% 22.18% 22.96%
Number of daily rates quoted 4,499 12,773 15,164
Median daily rate £500 £475 £475
Median daily rate % change year-on-year +5.26% - +5.56%
10th Percentile £325 £325 £313
90th Percentile £700 £650 £638
UK median daily rate £500 £475 £463
% change year-on-year +5.26% +2.70% +2.78%
Number of hourly rates quoted 144 234 227
Median hourly rate £35.00 £35.00 £30.00
Median hourly rate % change year-on-year - +16.67% -3.23%
10th Percentile £15.28 £14.26 £14.00
90th Percentile £54.70 £60.00 £53.05
Median hourly rate £35.00 £35.00 £30.00
% change year-on-year - +16.67% -4.76%

HBase
Job Vacancy Trend in England

Job postings citing HBase as a proportion of all IT jobs advertised in England.

Job vacancy trend for HBase in England

HBase
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing HBase in England.

Daily rate trend for HBase in England

HBase
Daily Rate Histogram in England

Daily rate distribution for jobs citing HBase in England over the 6 months to 8 August 2020.

Daily rate histogram for HBase in England

HBase
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing HBase in England.

Hourly rate trend for HBase in England

HBase
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the England region over the 6 months to 8 August 2020. 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
London +55 28 £525 -12.50% 5
North of England +99 13 £600 +14.29%
North West +77 7 £650 +30.00%
South East +121 6 £470 -8.29% 3
Yorkshire +56 6 £475 -9.52%
South West +82 4 £528 -4.09%
HBase
UK

For the 6 months to 8 August 2020, 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 England region with a requirement for HBase.

1 48 (92.31%) Hadoop
2 42 (80.77%) Big Data
3 40 (76.92%) Apache Spark
4 35 (67.31%) Kafka
5 33 (63.46%) Apache Hive
6 23 (44.23%) NoSQL
6 23 (44.23%) Cloudera
7 22 (42.31%) HDFS
8 19 (36.54%) Analytics
9 18 (34.62%) Impala
9 18 (34.62%) Apache Cassandra
9 18 (34.62%) Java
9 18 (34.62%) Apache
9 18 (34.62%) Python
10 17 (32.69%) SQL
10 17 (32.69%) Scala
10 17 (32.69%) AWS
10 17 (32.69%) DevOps
11 16 (30.77%) Agile Software Development
12 15 (28.85%) Security Cleared
13 14 (26.92%) SC Cleared
13 14 (26.92%) MongoDB
13 14 (26.92%) PySpark
14 13 (25.00%) Jenkins
15 12 (23.08%) Sqoop
16 11 (21.15%) Oozie
16 11 (21.15%) ETL
17 10 (19.23%) Banking
17 10 (19.23%) Docker
18 9 (17.31%) Hadoop YARN

HBase
Co-occurring IT Skills in England 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 40 (76.92%) Apache Spark
2 18 (34.62%) Apache
3 5 (9.62%) Apache Pig
3 5 (9.62%) Jupyter
4 3 (5.77%) Apache Airflow
4 3 (5.77%) Confluence
5 2 (3.85%) SAS
6 1 (1.92%) Apache Solr
6 1 (1.92%) Elasticsearch
6 1 (1.92%) Luigi
6 1 (1.92%) SharePoint
Applications
1 1 (1.92%) MS Visio
Cloud Services
1 17 (32.69%) AWS
2 8 (15.38%) Azure
2 8 (15.38%) GCP
3 2 (3.85%) Cloud Computing
3 2 (3.85%) GitHub
4 1 (1.92%) Amazon EC2
4 1 (1.92%) Amazon Kinesis
4 1 (1.92%) Amazon S3
4 1 (1.92%) Amazon SQS
4 1 (1.92%) AWS CloudFormation
4 1 (1.92%) IaaS
4 1 (1.92%) PaaS
4 1 (1.92%) Power Platform
4 1 (1.92%) Virtual Private Cloud
Communications & Networking
1 9 (17.31%) Kerberos
2 2 (3.85%) SSL
3 1 (1.92%) HTTP
3 1 (1.92%) HTTPS
3 1 (1.92%) Internet
3 1 (1.92%) VPN
Database & Business Intelligence
1 48 (92.31%) Hadoop
2 42 (80.77%) Big Data
3 33 (63.46%) Apache Hive
4 23 (44.23%) NoSQL
5 18 (34.62%) Apache Cassandra
5 18 (34.62%) Impala
6 14 (26.92%) MongoDB
7 12 (23.08%) Sqoop
8 3 (5.77%) Cloudera CDH
8 3 (5.77%) Flink
8 3 (5.77%) JanusGraph
8 3 (5.77%) PostgreSQL
8 3 (5.77%) RDBMS
8 3 (5.77%) Relational Database
9 2 (3.85%) Couchbase
9 2 (3.85%) Data Warehouse
9 2 (3.85%) SQL Server
10 1 (1.92%) DB2
10 1 (1.92%) MySQL
10 1 (1.92%) Neo4j
Development Applications
1 13 (25.00%) Jenkins
2 8 (15.38%) Git (software)
3 7 (13.46%) Artifactory
4 5 (9.62%) Maven
5 4 (7.69%) GitLab
6 3 (5.77%) JIRA
7 2 (3.85%) IBM UrbanCode
7 2 (3.85%) Sonatype Nexus
8 1 (1.92%) Bitbucket
8 1 (1.92%) Cucumber
8 1 (1.92%) ERwin
8 1 (1.92%) JBehave
General
1 10 (19.23%) Banking
2 7 (13.46%) Finance
3 4 (7.69%) Legal
4 3 (5.77%) Public Sector
4 3 (5.77%) Telecoms
5 2 (3.85%) Front Office
6 1 (1.92%) Games
6 1 (1.92%) Investment Banking
Job Titles
1 20 (38.46%) Big Data Engineer
2 19 (36.54%) Data Engineer
3 11 (21.15%) Developer
4 9 (17.31%) Architect
5 8 (15.38%) DevOps Engineer
6 7 (13.46%) Big Data Developer
6 7 (13.46%) Cloud Architect
6 7 (13.46%) Hadoop Engineer
7 6 (11.54%) Data Architect
7 6 (11.54%) Hadoop Developer
8 5 (9.62%) Big Data Architect
8 5 (9.62%) Cloud Engineer
8 5 (9.62%) Java Developer
9 4 (7.69%) Big Data Software Engineer
9 4 (7.69%) Java Hadoop Developer
9 4 (7.69%) Python Engineer
9 4 (7.69%) Scala Software Engineer
9 4 (7.69%) Senior DevOps
9 4 (7.69%) Senior DevOps Engineer
9 4 (7.69%) Software Engineer
Libraries, Frameworks & Software Standards
1 35 (67.31%) Kafka
2 14 (26.92%) PySpark
3 7 (13.46%) Spark Streaming
4 5 (9.62%) ADO
5 4 (7.69%) LDAP
6 2 (3.85%) Elastic Stack
6 2 (3.85%) J2EE
6 2 (3.85%) REST
6 2 (3.85%) Spring
7 1 (1.92%) JPA
7 1 (1.92%) JSON
7 1 (1.92%) JSON Schema
7 1 (1.92%) Matplotlib
7 1 (1.92%) OAuth
7 1 (1.92%) Pandas
7 1 (1.92%) React
7 1 (1.92%) Samza
7 1 (1.92%) scikit-learn
7 1 (1.92%) Shiny
7 1 (1.92%) Spring Boot
Miscellaneous
1 7 (13.46%) Analytical Skills
2 4 (7.69%) Credit Risk
2 4 (7.69%) Enterprise Software
2 4 (7.69%) PMI
3 3 (5.77%) Cloud Native
3 3 (5.77%) Public Cloud
4 2 (3.85%) Data Centre
4 2 (3.85%) Management Information System
5 1 (1.92%) Algorithms
5 1 (1.92%) Analytical Mindset
5 1 (1.92%) Data Structures
5 1 (1.92%) Greenfield Project
5 1 (1.92%) Hybrid Cloud
5 1 (1.92%) Internet of Things
5 1 (1.92%) Self-Motivation
5 1 (1.92%) User Experience
5 1 (1.92%) Wiki
Operating Systems
1 4 (7.69%) Linux
2 2 (3.85%) Unix
3 1 (1.92%) DC/OS
3 1 (1.92%) Windows
Processes & Methodologies
1 19 (36.54%) Analytics
2 17 (32.69%) DevOps
3 16 (30.77%) Agile Software Development
4 11 (21.15%) ETL
5 9 (17.31%) Data Science
6 8 (15.38%) BDD
6 8 (15.38%) Scrum
6 8 (15.38%) Software Engineering
6 8 (15.38%) TDD
6 8 (15.38%) Use Case
7 7 (13.46%) Business Intelligence
7 7 (13.46%) Data Management
7 7 (13.46%) Infrastructure as Code
7 7 (13.46%) MapReduce
8 6 (11.54%) Continuous Integration
8 6 (11.54%) Data Modelling
8 6 (11.54%) High Availability
9 5 (9.62%) Data Security
9 5 (9.62%) Migration
9 5 (9.62%) Open Source
Programming Languages
1 18 (34.62%) Java
1 18 (34.62%) Python
2 17 (32.69%) Scala
2 17 (32.69%) SQL
3 6 (11.54%) Ruby
4 3 (5.77%) PL/SQL
5 2 (3.85%) Bash Shell
5 2 (3.85%) C
5 2 (3.85%) Go
5 2 (3.85%) R
5 2 (3.85%) Shell Script
6 1 (1.92%) Java 8
6 1 (1.92%) JavaScript
6 1 (1.92%) Perl
6 1 (1.92%) PowerShell
Qualifications
1 15 (28.85%) Security Cleared
2 14 (26.92%) SC Cleared
3 4 (7.69%) PMI Certification
4 2 (3.85%) Computer Science Degree
4 2 (3.85%) Degree
4 2 (3.85%) DV Cleared
5 1 (1.92%) CSPO
Quality Assurance & Compliance
1 2 (3.85%) SLA
2 1 (1.92%) Data Quality
System Software
1 22 (42.31%) HDFS
2 10 (19.23%) Docker
3 5 (9.62%) Apache Flume
4 4 (7.69%) Apache ZooKeeper
Systems Management
1 11 (21.15%) Oozie
2 9 (17.31%) Hadoop YARN
2 9 (17.31%) Kubernetes
3 7 (13.46%) Terraform
4 6 (11.54%) Ansible
5 3 (5.77%) Opscode Chef
6 2 (3.85%) Ambari
6 2 (3.85%) Puppet
7 1 (1.92%) Apache Brooklyn
7 1 (1.92%) Docker Swarm
7 1 (1.92%) Istio
7 1 (1.92%) Kibana
7 1 (1.92%) Knative
7 1 (1.92%) logstash
7 1 (1.92%) Marathon
7 1 (1.92%) Mesos
7 1 (1.92%) Single Sign-On
Vendors
1 23 (44.23%) Cloudera
2 8 (15.38%) Hortonworks
3 4 (7.69%) Oracle
3 4 (7.69%) Splunk
4 3 (5.77%) Google
5 2 (3.85%) IBM
5 2 (3.85%) MapR
5 2 (3.85%) Microsoft
6 1 (1.92%) Ab Initio
6 1 (1.92%) Clearswift
6 1 (1.92%) Confluent
6 1 (1.92%) Foundry
6 1 (1.92%) Informatica
6 1 (1.92%) MicroStrategy
6 1 (1.92%) Palantir
6 1 (1.92%) RightScale
6 1 (1.92%) SAP
6 1 (1.92%) Tableau
6 1 (1.92%) Teradata