Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 18 January 2022

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 18 January 2022 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
18 Jan 2022		 Same period 2021 Same period 2020
Rank 546 486 557
Rank change year-on-year -60 +71 -72
Contract jobs citing HBase 208 64 171
As % of all contract jobs advertised in England 0.30% 0.19% 0.26%
As % of the Database & Business Intelligence category 1.42% 0.88% 1.20%
Number of daily rates quoted 107 44 108
10th Percentile £456 £350 £461
25th Percentile £500 £420 £500
Median daily rate (50th Percentile) £600 £516 £550
Median % change year-on-year +16.22% -6.14% -4.35%
75th Percentile £675 £625 £641
90th Percentile £800 £673 £750
UK median daily rate £600 £500 £550
% change year-on-year +20.00% -9.09% -4.35%

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 14,669 7,289 14,223
As % of all contract IT jobs advertised in England 21.07% 21.75% 21.62%
Number of daily rates quoted 10,643 5,102 9,805
10th Percentile £363 £310 £321
25th Percentile £428 £394 £400
Median daily rate (50th Percentile) £538 £490 £475
Median % change year-on-year +9.69% +3.16% -
75th Percentile £650 £588 £575
90th Percentile £738 £675 £669
UK median daily rate £525 £488 £475
% change year-on-year +7.69% +2.63% -
Number of hourly rates quoted 176 137 200
10th Percentile £17.64 £13.00 £12.74
25th Percentile £24.50 £18.85 £17.62
Median hourly rate £44.00 £26.00 £26.25
Median % change year-on-year +69.23% -0.95% -7.89%
75th Percentile £62.04 £50.39 £43.88
90th Percentile £72.25 £62.01 £57.70
UK median hourly rate £44.00 £26.96 £26.00
% change year-on-year +63.20% +3.69% -2.44%

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 18 January 2022.

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 18 January 2022. 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 -84 127 £650 +13.04% 14
South East -63 21 £598 +49.38% 4
Midlands -47 18 £530 +40.21% 4
West Midlands - 15 £535 - 1
East of England -48 6 £518 +45.77% 4
East Midlands -34 3 £500 +32.28% 3
North West -49 3 £488 +8.33%
South West -50 3 £500 -9.91% 1
North of England -66 3 £488 -12.16%
HBase
UK

For the 6 months to 18 January 2022, 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.

1 165 (79.33%) Hadoop
2 137 (65.87%) Apache Spark
3 117 (56.25%) Java
4 112 (53.85%) Apache Hive
5 103 (49.52%) Big Data
6 97 (46.63%) Kafka
7 85 (40.87%) Analytics
7 85 (40.87%) SQL
8 79 (37.98%) Scala
9 71 (34.13%) AWS
9 71 (34.13%) Python
9 71 (34.13%) HDFS
10 62 (29.81%) NoSQL
11 61 (29.33%) MongoDB
12 60 (28.85%) Linux
13 55 (26.44%) Apache Cassandra
14 52 (25.00%) Banking
15 50 (24.04%) ETL
16 49 (23.56%) Jenkins
17 48 (23.08%) Azure
18 46 (22.12%) Agile Software Development
19 44 (21.15%) Data Modelling
20 43 (20.67%) Data Analytics
21 40 (19.23%) Finance
21 40 (19.23%) Git (software)
22 39 (18.75%) MySQL
23 38 (18.27%) Unix
23 38 (18.27%) Data Pipeline
24 37 (17.79%) Social Skills
24 37 (17.79%) JIRA

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
1 137 (65.87%) Apache Spark
2 33 (15.87%) Confluence
3 23 (11.06%) Apache
4 21 (10.10%) Elasticsearch
5 20 (9.62%) SAS
6 7 (3.37%) Apache Pig
6 7 (3.37%) Apache Pulsar
7 4 (1.92%) Jupyter
7 4 (1.92%) Tomcat
8 2 (0.96%) Apache Solr
8 2 (0.96%) OpenStack
9 1 (0.48%) nginx
Applications
1 16 (7.69%) Microsoft Excel
2 2 (0.96%) SPSS
Business Applications
1 1 (0.48%) SAP Oil and Gas
Cloud Services
1 71 (34.13%) AWS
2 48 (23.08%) Azure
3 29 (13.94%) GCP
4 16 (7.69%) Amazon EMR
4 16 (7.69%) Amazon S3
5 12 (5.77%) Serverless
6 9 (4.33%) Azure Cosmos DB
6 9 (4.33%) Snowflake
7 8 (3.85%) AWS Lambda
7 8 (3.85%) GitHub
8 7 (3.37%) dbt
9 6 (2.88%) Collibra
9 6 (2.88%) Power Platform
10 4 (1.92%) Amazon Kinesis
10 4 (1.92%) Azure Data Factory
10 4 (1.92%) Azure Functions
11 3 (1.44%) Azure Synapse Analytics
11 3 (1.44%) Google Compute Engine
12 2 (0.96%) AWS CodePipeline
12 2 (0.96%) Google Data Studio
Communications & Networking
1 11 (5.29%) Kerberos
2 3 (1.44%) Remote Desktop
3 2 (0.96%) FTP
4 1 (0.48%) Firewall
4 1 (0.48%) HTTP
4 1 (0.48%) HTTPS
4 1 (0.48%) PuTTY
4 1 (0.48%) SAN
4 1 (0.48%) SSL
Database & Business Intelligence
1 165 (79.33%) Hadoop
2 112 (53.85%) Apache Hive
3 103 (49.52%) Big Data
4 62 (29.81%) NoSQL
5 61 (29.33%) MongoDB
6 55 (26.44%) Apache Cassandra
7 39 (18.75%) MySQL
8 34 (16.35%) Data Warehouse
9 28 (13.46%) PostgreSQL
10 26 (12.50%) Impala
11 25 (12.02%) Relational Database
12 22 (10.58%) Data Lake
13 21 (10.10%) Flink
14 19 (9.13%) BigQuery
15 18 (8.65%) RDBMS
16 16 (7.69%) Pentaho
17 13 (6.25%) Neo4j
18 11 (5.29%) Couchbase
19 10 (4.81%) Oracle Database
20 9 (4.33%) Amazon Redshift
Development Applications
1 49 (23.56%) Jenkins
2 40 (19.23%) Git (software)
3 37 (17.79%) JIRA
4 21 (10.10%) Bitbucket
5 13 (6.25%) Maven
6 11 (5.29%) GitLab
7 10 (4.81%) Atlassian Bamboo
8 7 (3.37%) JUnit
9 6 (2.88%) SonarQube
10 5 (2.40%) Subversion
11 4 (1.92%) Sonatype Nexus
12 3 (1.44%) IBM UrbanCode
12 3 (1.44%) RStudio
12 3 (1.44%) Visual Studio
12 3 (1.44%) Visual Studio Team System
13 2 (0.96%) Gradle
14 1 (0.48%) Artifactory
14 1 (0.48%) Mockito
14 1 (0.48%) ProC
General
1 52 (25.00%) Banking
2 40 (19.23%) Finance
3 37 (17.79%) Social Skills
4 25 (12.02%) Investment Banking
5 24 (11.54%) Analytical Skills
6 13 (6.25%) Marketing
6 13 (6.25%) Public Sector
7 11 (5.29%) Presentation Skills
8 7 (3.37%) Manufacturing
9 5 (2.40%) Spanish Language
10 4 (1.92%) Retail
11 3 (1.44%) French Language
11 3 (1.44%) Games
11 3 (1.44%) Publishing
11 3 (1.44%) Telecoms
12 1 (0.48%) Financial Institution
12 1 (0.48%) Front Office
12 1 (0.48%) Legal
Job Titles
1 64 (30.77%) Developer
2 56 (26.92%) Data Engineer
3 29 (13.94%) Scala Developer
4 23 (11.06%) Architect
4 23 (11.06%) Senior Developer
5 22 (10.58%) Senior Scala Developer
6 18 (8.65%) Big Data Manager
6 18 (8.65%) Data Manager
6 18 (8.65%) Platform Manager
7 15 (7.21%) Big Data Engineer
7 15 (7.21%) Data Architect
8 10 (4.81%) Software Engineer
9 9 (4.33%) Java Engineer
10 8 (3.85%) Hadoop Engineer
10 8 (3.85%) Java Developer
11 7 (3.37%) Consultant
11 7 (3.37%) Hadoop Developer
12 5 (2.40%) Ab Initio Developer
12 5 (2.40%) Administrator
12 5 (2.40%) Software Developer
Libraries, Frameworks & Software Standards
1 97 (46.63%) Kafka
2 35 (16.83%) Spark Streaming
3 14 (6.73%) Spring
4 11 (5.29%) REST
4 11 (5.29%) XML
5 9 (4.33%) JSON
6 8 (3.85%) Apache NiFi
6 8 (3.85%) PySpark
6 8 (3.85%) RESTful
6 8 (3.85%) Samza
7 7 (3.37%) JPA
8 6 (2.88%) Spring Boot
9 5 (2.40%) Django
9 5 (2.40%) Flask
9 5 (2.40%) Node.js
9 5 (2.40%) Spring Batch
9 5 (2.40%) Spring Integration
9 5 (2.40%) Spring MVC
10 4 (1.92%) Hibernate
10 4 (1.92%) Web Services
Miscellaneous
1 7 (3.37%) Greenfield Project
1 7 (3.37%) iPad
2 6 (2.88%) Cloud Native
3 5 (2.40%) Data Protection Act
3 5 (2.40%) Derivative
4 4 (1.92%) Algorithms
4 4 (1.92%) Blog
4 4 (1.92%) Foreign Exchange (FX)
5 3 (1.44%) Data Centre
5 3 (1.44%) Market Risk
6 2 (0.96%) Enterprise Software
6 2 (0.96%) Legacy Systems
6 2 (0.96%) Reference Data
6 2 (0.96%) User Experience
7 1 (0.48%) Hedge funds
7 1 (0.48%) IBM Mainframe
7 1 (0.48%) Linux Command Line
7 1 (0.48%) Public Cloud
7 1 (0.48%) Self-Motivation
7 1 (0.48%) Wiki
Operating Systems
1 60 (28.85%) Linux
2 38 (18.27%) Unix
3 19 (9.13%) Windows
4 2 (0.96%) CentOS
4 2 (0.96%) Ubuntu
4 2 (0.96%) Windows Server
4 2 (0.96%) Windows Server 2012
Processes & Methodologies
1 85 (40.87%) Analytics
2 50 (24.04%) ETL
3 46 (22.12%) Agile Software Development
4 44 (21.15%) Data Modelling
5 43 (20.67%) Data Analytics
6 38 (18.27%) Data Pipeline
7 35 (16.83%) BDD
8 34 (16.35%) Data Management
9 33 (15.87%) Business Intelligence
9 33 (15.87%) Continuous Integration
10 31 (14.90%) DevOps
10 31 (14.90%) Use Case
11 30 (14.42%) Scrum
11 30 (14.42%) Software Engineering
11 30 (14.42%) TDD
12 28 (13.46%) Data Engineering
13 23 (11.06%) Architectural Design
13 23 (11.06%) Performance Tuning
13 23 (11.06%) Problem-Solving
14 20 (9.62%) Domain-Driven Design
Programming Languages
1 117 (56.25%) Java
2 85 (40.87%) SQL
3 79 (37.98%) Scala
4 71 (34.13%) Python
5 21 (10.10%) R
5 21 (10.10%) Shell Script
6 20 (9.62%) Perl
7 19 (9.13%) HiveQL
8 18 (8.65%) PL/SQL
9 16 (7.69%) VBA
10 12 (5.77%) Bash
11 8 (3.85%) JavaScript
12 6 (2.88%) PowerShell
13 5 (2.40%) Groovy
14 4 (1.92%) C
14 4 (1.92%) Java 11
15 3 (1.44%) CQL
15 3 (1.44%) Kotlin
16 2 (0.96%) Java 8
16 2 (0.96%) Pig Latin
Qualifications
1 16 (7.69%) Security Cleared
2 11 (5.29%) SC Cleared
3 5 (2.40%) Computer Science Degree
3 5 (2.40%) Degree
4 2 (0.96%) AWS Certification
4 2 (0.96%) DV Cleared
5 1 (0.48%) BPSS Clearance
5 1 (0.48%) FFIEC
5 1 (0.48%) Linux+ Certification
5 1 (0.48%) PMP
Quality Assurance & Compliance
1 21 (10.10%) Data Quality
2 8 (3.85%) QA
3 6 (2.88%) GDPR
4 2 (0.96%) Sarbanes-Oxley
5 1 (0.48%) GLBA
5 1 (0.48%) MiFID
5 1 (0.48%) NIST
5 1 (0.48%) PCI DSS
5 1 (0.48%) SLA
System Software
1 71 (34.13%) HDFS
2 20 (9.62%) Docker
3 16 (7.69%) Apache ZooKeeper
4 11 (5.29%) Apache Flume
5 2 (0.96%) Oracle RAC
5 2 (0.96%) Virtual Machines
Systems Management
1 32 (15.38%) Kubernetes
2 25 (12.02%) Terraform
3 20 (9.62%) Hadoop YARN
4 13 (6.25%) Oozie
5 8 (3.85%) Ansible
6 7 (3.37%) Kibana
7 6 (2.88%) Puppet
8 3 (1.44%) Ambari
8 3 (1.44%) Prometheus
8 3 (1.44%) Rancher
9 2 (0.96%) logstash
9 2 (0.96%) Opscode Chef
10 1 (0.48%) Grafana
10 1 (0.48%) Istio
10 1 (0.48%) Nagios
10 1 (0.48%) Opsview
10 1 (0.48%) QRadar
Vendors
1 31 (14.90%) Hortonworks
2 28 (13.46%) Oracle
3 25 (12.02%) Ab Initio
4 23 (11.06%) Informatica
5 22 (10.58%) Cloudera
6 20 (9.62%) MapR
7 16 (7.69%) Talend
8 15 (7.21%) Google
9 13 (6.25%) Microsoft
10 12 (5.77%) Teradata
11 8 (3.85%) Databricks
12 7 (3.37%) Alteryx
13 5 (2.40%) Atlassian
13 5 (2.40%) SAP
14 4 (1.92%) MicroStrategy
14 4 (1.92%) Splunk
15 2 (0.96%) Dynatrace
15 2 (0.96%) IBM
15 2 (0.96%) Red Hat
15 2 (0.96%) Sybase