Period
to 5 May 2021

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 5 May 2021 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
5 May 2021
Same period 2020 Same period 2019
Rank 524 522 479
Rank change year-on-year -2 -43 -65
Contract jobs citing HBase 152 149 435
As % of all contract jobs advertised in the UK 0.27% 0.28% 0.47%
As % of the Database & Business Intelligence category 1.29% 1.32% 2.08%
Number of daily rates quoted 83 115 262
10th Percentile £351 £458 £451
25th Percentile £463 £488 £513
Median daily rate (50th Percentile) £550 £575 £575
Median % change year-on-year -4.35% - +4.55%
75th Percentile £613 £650 £638
90th Percentile £674 £750 £699
UK excluding London median daily rate £495 £530 £525
% change year-on-year -6.60% +0.95% -

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 11,744 11,253 20,926
As % of all contract IT jobs advertised in the UK 21.02% 21.05% 22.45%
Number of daily rates quoted 8,029 7,710 14,537
10th Percentile £325 £325 £325
25th Percentile £406 £400 £394
Median daily rate (50th Percentile) £500 £475 £475
Median % change year-on-year +5.26% - +2.70%
75th Percentile £594 £581 £575
90th Percentile £675 £675 £650
UK excluding London median daily rate £440 £450 £430
% change year-on-year -2.22% +4.65% +4.24%
Number of hourly rates quoted 207 169 238
10th Percentile £12.39 £13.75 £13.91
25th Percentile £19.00 £18.25 £18.13
Median hourly rate £26.50 £24.70 £30.00
Median % change year-on-year +7.29% -17.67% -6.98%
75th Percentile £45.00 £46.00 £47.50
90th Percentile £59.25 £59.80 £57.65
UK excluding London median hourly rate £24.00 £22.50 £30.00
% change year-on-year +6.67% -25.00% -16.71%

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 5 May 2021.

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 13 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 5 May 2021. 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 +4 117 £513 -7.99% 17
London -40 59 £550 -8.33% 9
Work from Home -204 55 £600 -7.69% 6
UK excluding London +47 50 £495 -6.60% 8
South East +50 15 £450 -4.26% 1
North of England +37 15 £555 +5.71% 1
South West +42 9 £525 -3.18% 1
Yorkshire +20 9 £555 +15.63%
East of England - 7 £338 -
North West +27 6 £500 -23.08% 1
Wales - 2 £515 -
Scotland -19 1 - -
Midlands - 1 - - 5

For the 6 months to 5 May 2021, 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.

1 115 (75.66%) Apache Spark
2 113 (74.34%) Hadoop
3 107 (70.39%) Apache Hive
4 87 (57.24%) Kafka
5 86 (56.58%) Scala
6 79 (51.97%) Big Data
7 72 (47.37%) Java
8 70 (46.05%) Python
9 68 (44.74%) HDFS
10 63 (41.45%) Agile Software Development
11 61 (40.13%) DevOps
12 59 (38.82%) Jenkins
13 57 (37.50%) Linux
14 53 (34.87%) SQL
15 49 (32.24%) MongoDB
16 48 (31.58%) NoSQL
16 48 (31.58%) AWS
17 45 (29.61%) Oozie
18 41 (26.97%) Azure
18 41 (26.97%) Git (software)
18 41 (26.97%) Analytics
18 41 (26.97%) Scrum
19 38 (25.00%) Apache
20 36 (23.68%) Data Engineering
21 34 (22.37%) Sonatype Nexus
21 34 (22.37%) Shell Script
22 33 (21.71%) Finance
22 33 (21.71%) JIRA
23 32 (21.05%) Confluence
23 32 (21.05%) TDD

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
1 115 (75.66%) Apache Spark
2 38 (25.00%) Apache
3 32 (21.05%) Confluence
4 19 (12.50%) Apache Airflow
5 14 (9.21%) Elasticsearch
6 6 (3.95%) Apache Pig
6 6 (3.95%) Apache Pulsar
7 5 (3.29%) Apache Solr
8 4 (2.63%) Tomcat
8 4 (2.63%) WebSphere
8 4 (2.63%) WebSphere Application Server
9 3 (1.97%) SAS
10 2 (1.32%) Jupyter
11 1 (0.66%) Luigi
Applications
1 3 (1.97%) Microsoft Excel
Business Applications
1 2 (1.32%) Temenos T24
Cloud Services
1 48 (31.58%) AWS
2 41 (26.97%) Azure
3 31 (20.39%) GCP
4 20 (13.16%) GitHub
5 16 (10.53%) Amazon S3
6 10 (6.58%) Amazon EMR
7 7 (4.61%) Azure Active Directory
7 7 (4.61%) Azure Cosmos DB
7 7 (4.61%) Microsoft 365
8 6 (3.95%) Amazon EC2
8 6 (3.95%) AWS Lambda
8 6 (3.95%) Power Platform
8 6 (3.95%) Serverless
9 4 (2.63%) Amazon Kinesis
9 4 (2.63%) IaaS
9 4 (2.63%) PaaS
10 3 (1.97%) Amazon ElastiCache
10 3 (1.97%) AWS CloudFormation
10 3 (1.97%) AWS Step Functions
11 2 (1.32%) Amazon EKS
Communications & Networking
1 15 (9.87%) Kerberos
2 11 (7.24%) WAN
3 8 (5.26%) SSL
4 7 (4.61%) Ethernet
4 7 (4.61%) Firewall
4 7 (4.61%) VLAN
4 7 (4.61%) VSAN
5 4 (2.63%) Cisco Nexus
5 4 (2.63%) FCoE
5 4 (2.63%) Fibre Channel
5 4 (2.63%) iSCSI
5 4 (2.63%) LAN
5 4 (2.63%) Multicast
5 4 (2.63%) NAS
5 4 (2.63%) SAN
6 3 (1.97%) Network Security
7 2 (1.32%) Remote Desktop
8 1 (0.66%) FTP
Database & Business Intelligence
1 113 (74.34%) Hadoop
2 107 (70.39%) Apache Hive
3 79 (51.97%) Big Data
4 49 (32.24%) MongoDB
5 48 (31.58%) NoSQL
6 32 (21.05%) Impala
7 28 (18.42%) Apache Cassandra
8 24 (15.79%) Data Lake
9 22 (14.47%) Data Warehouse
10 21 (13.82%) SQL Server
11 17 (11.18%) PostgreSQL
12 15 (9.87%) Cloudera CDH
13 14 (9.21%) MySQL
14 13 (8.55%) Amazon Athena
14 13 (8.55%) Amazon DynamoDB
14 13 (8.55%) Presto
14 13 (8.55%) Spark SQL
14 13 (8.55%) Sqoop
15 12 (7.89%) BigQuery
15 12 (7.89%) Relational Database
Development Applications
1 59 (38.82%) Jenkins
2 41 (26.97%) Git (software)
3 34 (22.37%) Sonatype Nexus
4 33 (21.71%) JIRA
5 24 (15.79%) IBM UrbanCode
5 24 (15.79%) Maven
6 19 (12.50%) GitLab
7 12 (7.89%) Gradle
8 9 (5.92%) Bitbucket
9 7 (4.61%) Cucumber
9 7 (4.61%) JUnit
10 6 (3.95%) Artifactory
10 6 (3.95%) Subversion
11 3 (1.97%) Eclipse
11 3 (1.97%) IntelliJ
11 3 (1.97%) Oracle APEX
11 3 (1.97%) SonarQube
11 3 (1.97%) TeamCity
11 3 (1.97%) Visual Studio
11 3 (1.97%) Visual Studio Team System
General
1 33 (21.71%) Finance
2 28 (18.42%) Banking
3 26 (17.11%) Social Skills
4 23 (15.13%) Analytical Skills
5 12 (7.89%) Investment Banking
6 5 (3.29%) French Language
7 4 (2.63%) Influencing Skills
7 4 (2.63%) Retail Banking
8 3 (1.97%) Games
8 3 (1.97%) Marketing
8 3 (1.97%) Presentation Skills
8 3 (1.97%) Telecoms
9 2 (1.32%) Public Sector
10 1 (0.66%) Front Office
10 1 (0.66%) Organisational Skills
10 1 (0.66%) Publishing
10 1 (0.66%) Retail
Job Titles
1 59 (38.82%) Developer
2 37 (24.34%) Data Engineer
3 27 (17.76%) Apache Spark Developer
4 25 (16.45%) Scala Developer
5 24 (15.79%) Big Data Developer
6 23 (15.13%) Hadoop Developer
7 16 (10.53%) Architect
8 15 (9.87%) Java Developer
9 12 (7.89%) Java Engineer
10 11 (7.24%) Big Data Engineer
11 10 (6.58%) Data Architect
11 10 (6.58%) Scala Engineer
12 6 (3.95%) AWS Engineer
12 6 (3.95%) Big Data Architect
12 6 (3.95%) Infrastructure Engineer
12 6 (3.95%) Python Developer
12 6 (3.95%) SC Cleared Java Developer
13 5 (3.29%) Administrator
13 5 (3.29%) Azure Engineer
13 5 (3.29%) ETL Developer
Libraries, Frameworks & Software Standards
1 87 (57.24%) Kafka
2 29 (19.08%) PySpark
3 27 (17.76%) Spark Streaming
4 16 (10.53%) Apache NiFi
5 10 (6.58%) J2EE
6 8 (5.26%) Apache Avro
6 8 (5.26%) RESTful
6 8 (5.26%) Web Services
7 7 (4.61%) JSON
7 7 (4.61%) Middleware
7 7 (4.61%) SAML
8 6 (3.95%) Anaconda
8 6 (3.95%) Hibernate
8 6 (3.95%) JPA
8 6 (3.95%) JSON Schema
8 6 (3.95%) REST
8 6 (3.95%) Samza
9 5 (3.29%) Spring
10 4 (2.63%) Velocity
10 4 (2.63%) XML
Miscellaneous
1 23 (15.13%) Linux Command Line
2 9 (5.92%) iPad
3 7 (4.61%) Algorithms
3 7 (4.61%) Greenfield Project
4 6 (3.95%) Analytical Mindset
4 6 (3.95%) Data Structures
5 4 (2.63%) Enterprise Software
6 3 (1.97%) Equities
6 3 (1.97%) Linked Data
7 2 (1.32%) Public Cloud
7 2 (1.32%) Reference Data
7 2 (1.32%) Self-Motivation
8 1 (0.66%) Blog
8 1 (0.66%) Cloud Native
8 1 (0.66%) Clustering
8 1 (0.66%) Cybercrime
8 1 (0.66%) Management Information System
Operating Systems
1 57 (37.50%) Linux
2 17 (11.18%) Windows
3 15 (9.87%) Unix
4 7 (4.61%) Ubuntu
5 4 (2.63%) Solaris
6 3 (1.97%) Red Hat Enterprise Linux
7 1 (0.66%) CentOS
7 1 (0.66%) Mac OS X
Processes & Methodologies
1 63 (41.45%) Agile Software Development
2 61 (40.13%) DevOps
3 41 (26.97%) Analytics
3 41 (26.97%) Scrum
4 36 (23.68%) Data Engineering
5 32 (21.05%) TDD
6 31 (20.39%) ETL
7 30 (19.74%) BDD
8 29 (19.08%) Data Pipeline
9 27 (17.76%) Test Automation
10 26 (17.11%) Data Ingestion
10 26 (17.11%) Kanban
11 25 (16.45%) Continuous Integration
12 22 (14.47%) Problem-Solving
13 19 (12.50%) Data Modelling
13 19 (12.50%) Software Engineering
14 18 (11.84%) Data Analytics
14 18 (11.84%) MapReduce
15 14 (9.21%) Migration
15 14 (9.21%) Performance Tuning
Programming Languages
1 86 (56.58%) Scala
2 72 (47.37%) Java
3 70 (46.05%) Python
4 53 (34.87%) SQL
5 34 (22.37%) Shell Script
6 11 (7.24%) Elm
6 11 (7.24%) Haskell
7 10 (6.58%) JavaScript
8 8 (5.26%) Bash Shell
8 8 (5.26%) R
9 7 (4.61%) Java 8
10 6 (3.95%) PL/SQL
11 3 (1.97%) C
11 3 (1.97%) HiveQL
11 3 (1.97%) Perl
11 3 (1.97%) VBA
11 3 (1.97%) XPath
12 1 (0.66%) COBOL
12 1 (0.66%) Groovy
12 1 (0.66%) Kotlin
Qualifications
1 30 (19.74%) Security Cleared
2 26 (17.11%) SC Cleared
3 12 (7.89%) Degree
4 8 (5.26%) Computer Science Degree
5 5 (3.29%) Master's Degree
6 3 (1.97%) AWS Certification
Quality Assurance & Compliance
1 7 (4.61%) Data Quality
2 5 (3.29%) GDPR
3 1 (0.66%) Basel II
3 1 (0.66%) PCI DSS
System Software
1 68 (44.74%) HDFS
2 27 (17.76%) Docker
3 16 (10.53%) Apache Flume
4 10 (6.58%) Active Directory
5 7 (4.61%) VMware NSX
5 7 (4.61%) vSphere
6 6 (3.95%) Apache ZooKeeper
7 4 (2.63%) Hyper-V
7 4 (2.63%) KVM
7 4 (2.63%) NFS
7 4 (2.63%) Oracle RAC
7 4 (2.63%) SRDF
7 4 (2.63%) VMware Infrastructure
7 4 (2.63%) Xen
8 3 (1.97%) Virtual Machines
Systems Management
1 45 (29.61%) Oozie
2 25 (16.45%) Kubernetes
3 19 (12.50%) Ansible
4 16 (10.53%) Hadoop YARN
5 14 (9.21%) Puppet
6 11 (7.24%) Terraform
7 8 (5.26%) Kibana
8 7 (4.61%) Microsoft Intune
9 6 (3.95%) vCenter Server
10 5 (3.29%) Ambari
11 3 (1.97%) Apache Slider
12 2 (1.32%) Opscode Chef
Vendors
1 29 (19.08%) Cloudera
2 23 (15.13%) Oracle
3 16 (10.53%) Microsoft
4 15 (9.87%) Hortonworks
5 12 (7.89%) Databricks
6 11 (7.24%) Google
7 10 (6.58%) Cisco
7 10 (6.58%) EMC
7 10 (6.58%) MapR
8 7 (4.61%) Ab Initio
8 7 (4.61%) Informatica
8 7 (4.61%) Teradata
9 6 (3.95%) Dell
10 4 (2.63%) Alteryx
10 4 (2.63%) MuleSoft
10 4 (2.63%) NetApp
10 4 (2.63%) Sybase
10 4 (2.63%) VMware
11 3 (1.97%) Solace
11 3 (1.97%) Talend