Period
to 1 June 2020

The following table provides summary statistics for contract job vacancies 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 1 June 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
6 months to
1 Jun 2020
Same period 2019 Same period 2018
Rank 493 486 409
Rank change year-on-year -7 -77 +70
Contract jobs citing HBase 117 405 575
As % of all contract jobs advertised in the UK 0.25% 0.44% 0.56%
As % of the Database & Business Intelligence category 1.20% 1.98% 2.51%
Number of daily rates quoted 96 254 401
Median daily rate £565 £575 £550
Median daily rate % change year-on-year -1.78% +4.55% +3.04%
10th Percentile £460 £450 £425
90th Percentile £700 £688 £688
UK excluding London median daily rate £534 £538 £513
% change year-on-year -0.70% +4.88% +7.89%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 9,723 20,455 22,895
As % of all contract IT jobs advertised in the UK 21.18% 22.38% 22.49%
Number of daily rates quoted 6,364 13,986 15,934
Median daily rate £490 £475 £473
Median daily rate % change year-on-year +3.16% +0.53% +8.00%
10th Percentile £325 £325 £313
90th Percentile £675 £650 £625
UK excluding London median daily rate £450 £430 £413
% change year-on-year +4.65% +4.24% +4.43%
Number of hourly rates quoted 198 251 239
Median hourly rate £35.00 £35.00 £34.50
Median hourly rate % change year-on-year - +1.45% +15.36%
10th Percentile £15.98 £14.08 £14.00
90th Percentile £53.00 £57.50 £53.55
Median hourly rate £35.00 £32.50 £35.00
% change year-on-year +7.69% -7.14% +20.69%

HBase
Job Vacancy Trend

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

Job vacancy trend for HBase in the UK

HBase
Contractor Daily Rate Trend

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

Daily rate trend for HBase in the UK

HBase
Daily Rate Histogram

Daily rate distribution for jobs citing HBase over the 6 months to 1 June 2020.

Daily rate histogram for HBase in the UK

HBase
Contractor Hourly Rate Trend

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

Hourly rate trend for HBase in the UK

HBase
Top 10 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the UK over the 6 months to 1 June 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
England +13 111 £550 -4.35% 8
London +38 66 £575 -4.17% 5
UK excluding London +44 50 £534 -0.70% 3
North of England +62 20 £538 -2.27%
South West +52 18 £542 +0.88%
Yorkshire +47 15 £475 -13.64%
South East +83 6 £470 -10.05% 2
Scotland +32 6 £575 +9.52%
North West +50 5 £650 +8.33%
Work from Home +16 4 £625 +13.64% 1

For the 6 months to 1 June 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 with a requirement for HBase.

1 105 (89.74%) Hadoop
2 92 (78.63%) Apache Spark
3 89 (76.07%) Big Data
4 79 (67.52%) Apache Hive
5 76 (64.96%) Kafka
6 67 (57.26%) HDFS
7 55 (47.01%) NoSQL
8 53 (45.30%) Scala
8 53 (45.30%) Java
9 50 (42.74%) SQL
10 48 (41.03%) Apache Cassandra
11 45 (38.46%) Analytics
11 45 (38.46%) Agile Software Development
12 43 (36.75%) Python
13 38 (32.48%) Software Engineering
14 37 (31.62%) AWS
15 36 (30.77%) MongoDB
15 36 (30.77%) Apache
15 36 (30.77%) Hadoop YARN
16 31 (26.50%) Jenkins
16 31 (26.50%) DevOps
17 29 (24.79%) Cloudera
18 28 (23.93%) TDD
18 28 (23.93%) Banking
19 27 (23.08%) Finance
19 27 (23.08%) Azure
20 26 (22.22%) Impala
21 25 (21.37%) Use Case
21 25 (21.37%) Data Modelling
22 24 (20.51%) ETL

HBase
Co-occurring IT Skills 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 92 (78.63%) Apache Spark
2 36 (30.77%) Apache
3 9 (7.69%) Apache Pig
4 6 (5.13%) Apache Airflow
5 5 (4.27%) Jupyter
5 5 (4.27%) OpenStack
6 4 (3.42%) Elasticsearch
7 3 (2.56%) Apache Pulsar
7 3 (2.56%) Confluence
7 3 (2.56%) Oracle Workflow
7 3 (2.56%) SAS
8 1 (0.85%) Apache Solr
8 1 (0.85%) JBoss
8 1 (0.85%) Luigi
8 1 (0.85%) Red Hat Fuse
8 1 (0.85%) SharePoint
8 1 (0.85%) Tomcat
Applications
1 1 (0.85%) Chatbot
1 1 (0.85%) MS Visio
Business Applications
1 7 (5.98%) FINCAD Analytics
Cloud Services
1 37 (31.62%) AWS
2 27 (23.08%) Azure
3 23 (19.66%) GCP
4 9 (7.69%) Amazon Kinesis
5 7 (5.98%) AWS Step Functions
6 4 (3.42%) IaaS
6 4 (3.42%) PaaS
7 3 (2.56%) Amazon EC2
7 3 (2.56%) Amazon S3
7 3 (2.56%) AWS Lambda
7 3 (2.56%) Virtual Private Cloud
8 2 (1.71%) AWS CloudTrail
8 2 (1.71%) GitHub
8 2 (1.71%) Serverless
9 1 (0.85%) Amazon SQS
9 1 (0.85%) AWS CloudFormation
9 1 (0.85%) Cloud Computing
9 1 (0.85%) Power Platform
Communications & Networking
1 17 (14.53%) Kerberos
2 6 (5.13%) VPN
3 5 (4.27%) SSL
4 4 (3.42%) HTTP
4 4 (3.42%) HTTPS
5 3 (2.56%) Firewall
6 1 (0.85%) OpenLDAP
Database & Business Intelligence
1 105 (89.74%) Hadoop
2 89 (76.07%) Big Data
3 79 (67.52%) Apache Hive
4 55 (47.01%) NoSQL
5 48 (41.03%) Apache Cassandra
6 36 (30.77%) MongoDB
7 26 (22.22%) Impala
8 17 (14.53%) Sqoop
9 13 (11.11%) Relational Database
10 11 (9.40%) PostgreSQL
11 10 (8.55%) Amazon DynamoDB
11 10 (8.55%) Flink
11 10 (8.55%) RDBMS
12 9 (7.69%) Amazon Athena
12 9 (7.69%) Neo4j
13 8 (6.84%) Amazon Aurora
13 8 (6.84%) Couchbase
13 8 (6.84%) Data Warehouse
13 8 (6.84%) DB2
14 7 (5.98%) Redis
Development Applications
1 31 (26.50%) Jenkins
2 20 (17.09%) Git (software)
3 17 (14.53%) Maven
4 14 (11.97%) Sonatype Nexus
5 13 (11.11%) IBM UrbanCode
6 9 (7.69%) Artifactory
7 7 (5.98%) JIRA
8 4 (3.42%) GitLab
8 4 (3.42%) Travis CI
9 1 (0.85%) Bitbucket
9 1 (0.85%) Cucumber
9 1 (0.85%) ERwin
9 1 (0.85%) JBehave
9 1 (0.85%) PowerDesigner
9 1 (0.85%) Vagrant
General
1 28 (23.93%) Banking
2 27 (23.08%) Finance
3 11 (9.40%) Public Sector
4 8 (6.84%) Front Office
4 8 (6.84%) Investment Banking
5 5 (4.27%) Legal
6 4 (3.42%) Retail Banking
7 3 (2.56%) Telecoms
8 2 (1.71%) Games
Job Titles
1 40 (34.19%) Big Data Engineer
1 40 (34.19%) Data Engineer
2 31 (26.50%) Developer
3 23 (19.66%) Architect
4 16 (13.68%) Data Architect
5 15 (12.82%) Big Data Architect
6 14 (11.97%) DevOps Engineer
7 13 (11.11%) Java Developer
8 12 (10.26%) Hadoop Developer
9 11 (9.40%) Scala Developer
10 10 (8.55%) Software Engineer
11 9 (7.69%) Big Data Developer
11 9 (7.69%) Hadoop Architect
11 9 (7.69%) Senior DevOps
11 9 (7.69%) Senior DevOps Engineer
12 8 (6.84%) Big Data Software Engineer
12 8 (6.84%) Java Hadoop Developer
13 7 (5.98%) Apache Spark Developer
13 7 (5.98%) Cloud Architect
14 6 (5.13%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 76 (64.96%) Kafka
2 24 (20.51%) PySpark
3 16 (13.68%) Spark Streaming
4 11 (9.40%) LDAP
4 11 (9.40%) Web Services
5 8 (6.84%) Elastic Stack
5 8 (6.84%) J2EE
6 6 (5.13%) OAuth
6 6 (5.13%) SAML
7 5 (4.27%) ADO
8 3 (2.56%) Apache NiFi
8 3 (2.56%) REST
8 3 (2.56%) Spring
9 2 (1.71%) Guice
9 2 (1.71%) Hibernate
9 2 (1.71%) JPA
9 2 (1.71%) JSON
9 2 (1.71%) JSON Schema
9 2 (1.71%) Node.js
9 2 (1.71%) Velocity
Miscellaneous
1 17 (14.53%) Analytical Skills
2 10 (8.55%) Public Cloud
3 9 (7.69%) Management Information System
4 7 (5.98%) Derivative
4 7 (5.98%) Equity Derivative
4 7 (5.98%) Fixed Income
4 7 (5.98%) Foreign Exchange (FX)
4 7 (5.98%) Hedge funds
4 7 (5.98%) Market Risk
4 7 (5.98%) User Experience
5 5 (4.27%) Cloud Native
5 5 (4.27%) Credit Risk
5 5 (4.27%) Data Centre
6 4 (3.42%) Enterprise Software
6 4 (3.42%) Linux Command Line
6 4 (3.42%) PMI
7 3 (2.56%) Algorithms
7 3 (2.56%) Data Structures
8 1 (0.85%) CMDB
8 1 (0.85%) Wiki
Operating Systems
1 16 (13.68%) Linux
2 9 (7.69%) Unix
3 1 (0.85%) CentOS
3 1 (0.85%) DC/OS
3 1 (0.85%) Red Hat Enterprise Linux
3 1 (0.85%) Windows
Processes & Methodologies
1 45 (38.46%) Agile Software Development
1 45 (38.46%) Analytics
2 38 (32.48%) Software Engineering
3 31 (26.50%) DevOps
4 28 (23.93%) TDD
5 25 (21.37%) Data Modelling
5 25 (21.37%) Use Case
6 24 (20.51%) Business Intelligence
6 24 (20.51%) ETL
6 24 (20.51%) Scrum
7 22 (18.80%) BDD
7 22 (18.80%) Microservices
8 21 (17.95%) Continuous Integration
9 19 (16.24%) Computer Science
10 18 (15.38%) Data Science
11 16 (13.68%) Functional Programming
12 15 (12.82%) MapReduce
12 15 (12.82%) Migration
13 14 (11.97%) Data Development
13 14 (11.97%) Data Management
Programming Languages
1 53 (45.30%) Java
1 53 (45.30%) Scala
2 50 (42.74%) SQL
3 43 (36.75%) Python
4 15 (12.82%) Ruby
5 12 (10.26%) Bash Shell
5 12 (10.26%) Kotlin
6 10 (8.55%) C
7 7 (5.98%) Go
7 7 (5.98%) R
8 6 (5.13%) Perl
9 5 (4.27%) Shell Script
10 4 (3.42%) Java 8
11 3 (2.56%) PL/SQL
12 2 (1.71%) C++
12 2 (1.71%) Groovy
13 1 (0.85%) C#
13 1 (0.85%) JavaScript
13 1 (0.85%) PowerShell
Qualifications
1 14 (11.97%) Degree
1 14 (11.97%) Security Cleared
2 13 (11.11%) Computer Science Degree
2 13 (11.11%) SC Cleared
3 4 (3.42%) PMI Certification
4 2 (1.71%) BPSS Clearance
5 1 (0.85%) DV Cleared
5 1 (0.85%) PhD
Quality Assurance & Compliance
1 5 (4.27%) Data Quality
2 2 (1.71%) SLA
3 1 (0.85%) ISO/IEC 27001
3 1 (0.85%) WCAG
System Software
1 67 (57.26%) HDFS
2 12 (10.26%) Docker
3 8 (6.84%) Apache Flume
4 4 (3.42%) Apache ZooKeeper
Systems Management
1 36 (30.77%) Hadoop YARN
2 17 (14.53%) Oozie
3 14 (11.97%) Kubernetes
4 10 (8.55%) Ansible
5 9 (7.69%) Terraform
6 7 (5.98%) Ambari
7 6 (5.13%) Single Sign-On
8 4 (3.42%) Kibana
8 4 (3.42%) logstash
9 3 (2.56%) Puppet
10 2 (1.71%) Opscode Chef
11 1 (0.85%) Apache Brooklyn
11 1 (0.85%) Control-M
11 1 (0.85%) Docker Swarm
11 1 (0.85%) Marathon
11 1 (0.85%) Mesos
11 1 (0.85%) Tivoli
11 1 (0.85%) ZABBIX
Vendors
1 29 (24.79%) Cloudera
2 23 (19.66%) Hortonworks
3 15 (12.82%) Oracle
4 13 (11.11%) Google
5 7 (5.98%) MapR
5 7 (5.98%) Sybase
6 6 (5.13%) Ab Initio
6 6 (5.13%) Tableau
7 4 (3.42%) Splunk
8 3 (2.56%) Microsoft
9 2 (1.71%) SAP
10 1 (0.85%) Clearswift
10 1 (0.85%) DataFlux
10 1 (0.85%) Foundry
10 1 (0.85%) IBM
10 1 (0.85%) Informatica
10 1 (0.85%) MicroStrategy
10 1 (0.85%) Red Hat
10 1 (0.85%) RightScale
10 1 (0.85%) Talend