Period
to

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 19 May 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
6 months to
19 May 2022
Same period 2021 Same period 2020
Rank 668 529 510
Rank change year-on-year -139 -19 -14
Contract jobs citing HBase 157 161 126
As % of all contract jobs advertised in the UK 0.18% 0.28% 0.26%
As % of the Database & Business Intelligence category 0.91% 1.32% 1.20%
Number of daily rates quoted 88 83 102
10th Percentile £454 £350 £460
25th Percentile £500 £471 £478
Median daily rate (50th Percentile) £600 £550 £565
Median % change year-on-year +9.09% -2.65% -1.74%
75th Percentile £803 £616 £650
90th Percentile £900 £675 £748
UK excluding London median daily rate £495 £500 £534
% change year-on-year -1.00% -6.32% +1.67%

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 17,254 12,238 10,532
As % of all contract IT jobs advertised in the UK 19.67% 21.24% 21.47%
Number of daily rates quoted 12,270 8,354 7,270
10th Percentile £375 £325 £325
25th Percentile £450 £406 £400
Median daily rate (50th Percentile) £545 £500 £488
Median % change year-on-year +9.00% +2.56% +2.63%
75th Percentile £650 £600 £588
90th Percentile £750 £688 £675
UK excluding London median daily rate £495 £440 £450
% change year-on-year +12.50% -2.22% +4.29%
Number of hourly rates quoted 183 217 156
10th Percentile £15.00 £11.49 £13.62
25th Percentile £22.40 £19.00 £18.19
Median hourly rate £45.00 £26.00 £24.70
Median % change year-on-year +73.08% +5.26% -11.79%
75th Percentile £65.27 £45.00 £46.00
90th Percentile £75.00 £60.65 £56.25
UK excluding London median hourly rate £35.00 £24.00 £22.50
% change year-on-year +45.83% +6.67% -18.18%

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 19 May 2022.

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 12 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 19 May 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
Jobs
England -131 119 £638 +21.43% 12
Work from Home -126 81 £600 +8.11% 3
London -102 74 £663 +20.45% 8
UK excluding London -85 38 £495 -1.00% 3
Midlands -23 14 £490 -
South East -45 13 £600 +45.45% 1
West Midlands - 12 £490 -
Scotland -6 6 £488 -
South West -42 4 - - 2
East Midlands - 2 - -
North West -44 1 - -
North of England -63 1 - -

For the 6 months to 19 May 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 with a requirement for HBase.

1 105 (66.88%) Hadoop
2 96 (61.15%) Python
3 92 (58.60%) Java
4 91 (57.96%) SQL
5 88 (56.05%) Big Data
5 88 (56.05%) Apache Spark
6 82 (52.23%) Apache Hive
7 79 (50.32%) Analytics
8 76 (48.41%) Kafka
8 76 (48.41%) Scala
9 75 (47.77%) Azure
10 74 (47.13%) AWS
11 72 (45.86%) Agile
12 66 (42.04%) HDFS
13 56 (35.67%) NoSQL
14 49 (31.21%) Jenkins
15 47 (29.94%) Linux
15 47 (29.94%) Apache Cassandra
16 46 (29.30%) Git (software)
16 46 (29.30%) Software Engineering
17 45 (28.66%) MySQL
17 45 (28.66%) ETL
17 45 (28.66%) MongoDB
18 43 (27.39%) Continuous Integration
18 43 (27.39%) Finance
19 41 (26.11%) Shell Script
20 40 (25.48%) Apache
20 40 (25.48%) Scrum
20 40 (25.48%) CI/CD
21 38 (24.20%) GCP

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 88 (56.05%) Apache Spark
2 40 (25.48%) Apache
3 33 (21.02%) Elasticsearch
4 26 (16.56%) Confluence
5 22 (14.01%) SAS
6 18 (11.46%) Apache Pig
7 16 (10.19%) Apache Pulsar
8 13 (8.28%) Apache Airflow
9 4 (2.55%) Jupyter
9 4 (2.55%) Tomcat
10 3 (1.91%) Camunda
10 3 (1.91%) OpenStack
10 3 (1.91%) WebLogic
11 1 (0.64%) Apache Solr
11 1 (0.64%) JBoss
11 1 (0.64%) PowerExchange
11 1 (0.64%) WebSphere
Applications
1 20 (12.74%) Microsoft Excel
2 3 (1.91%) SPSS
Business Applications
1 4 (2.55%) SAP Oil and Gas
Cloud Services
1 75 (47.77%) Azure
2 74 (47.13%) AWS
3 38 (24.20%) GCP
4 15 (9.55%) Serverless
5 13 (8.28%) Snowflake
6 12 (7.64%) Azure Functions
6 12 (7.64%) dbt
7 10 (6.37%) Azure Cosmos DB
8 8 (5.10%) Amazon S3
9 7 (4.46%) Amazon Kinesis
9 7 (4.46%) Collibra
10 5 (3.18%) Amazon EMR
10 5 (3.18%) GitHub
10 5 (3.18%) IaaS
10 5 (3.18%) PaaS
11 4 (2.55%) Azure Data Factory
12 3 (1.91%) Power Platform
13 2 (1.27%) Azure App Service
13 2 (1.27%) Azure Logic Apps
13 2 (1.27%) Azure Service Bus
Communications & Networking
1 2 (1.27%) FTP
Database & Business Intelligence
1 105 (66.88%) Hadoop
2 88 (56.05%) Big Data
3 82 (52.23%) Apache Hive
4 56 (35.67%) NoSQL
5 47 (29.94%) Apache Cassandra
6 45 (28.66%) MongoDB
6 45 (28.66%) MySQL
7 27 (17.20%) Relational Database
8 26 (16.56%) PostgreSQL
9 25 (15.92%) Data Warehouse
9 25 (15.92%) Pentaho
10 22 (14.01%) BigQuery
11 18 (11.46%) Impala
11 18 (11.46%) RDBMS
12 14 (8.92%) Neo4j
13 13 (8.28%) Amazon Redshift
14 11 (7.01%) Flink
15 9 (5.73%) Data Lake
16 8 (5.10%) SQL Server
17 7 (4.46%) HDInsight
Development Applications
1 49 (31.21%) Jenkins
2 46 (29.30%) Git (software)
3 33 (21.02%) JIRA
4 22 (14.01%) Bitbucket
5 17 (10.83%) Maven
6 13 (8.28%) SonarQube
7 12 (7.64%) JUnit
8 9 (5.73%) IntelliJ
9 8 (5.10%) Atlassian Bamboo
9 8 (5.10%) GitLab
10 7 (4.46%) Sonatype Nexus
11 6 (3.82%) Eclipse
12 5 (3.18%) Artifactory
12 5 (3.18%) TeamCity
13 4 (2.55%) IBM UrbanCode
13 4 (2.55%) kappa
14 3 (1.91%) Spinnaker
15 2 (1.27%) ER Studio
15 2 (1.27%) Mockito
15 2 (1.27%) Visual Studio Team System
General
1 43 (27.39%) Finance
2 33 (21.02%) Banking
3 23 (14.65%) Social Skills
4 21 (13.38%) Analytical Skills
5 13 (8.28%) Marketing
5 13 (8.28%) Public Sector
6 12 (7.64%) Presentation Skills
7 8 (5.10%) Financial Institution
7 8 (5.10%) Retail
8 7 (4.46%) Investment Banking
8 7 (4.46%) Legal
9 5 (3.18%) Telecoms
10 4 (2.55%) Front Office
11 3 (1.91%) Publishing
12 2 (1.27%) French Language
12 2 (1.27%) Spanish Language
13 1 (0.64%) Dutch Language
13 1 (0.64%) German Language
13 1 (0.64%) Manufacturing
13 1 (0.64%) Pharmaceutical
Job Titles
1 50 (31.85%) Developer
2 33 (21.02%) Architect
3 26 (16.56%) Data Architect
4 22 (14.01%) Data Engineer
5 18 (11.46%) Software Engineer
6 15 (9.55%) Java Developer
6 15 (9.55%) Senior Developer
7 13 (8.28%) Big Data Architect
7 13 (8.28%) Scala Developer
8 10 (6.37%) Big Data Developer
9 9 (5.73%) Big Data Engineer
10 8 (5.10%) Azure Developer
10 8 (5.10%) Senior Software Engineer
11 7 (4.46%) Senior Java Developer
12 6 (3.82%) Senior Scala Developer
12 6 (3.82%) Technical Architect
13 5 (3.18%) Apache Spark Developer
13 5 (3.18%) Cloud Architect
13 5 (3.18%) Market Risk Developer
13 5 (3.18%) Market Risk Java Developer
Libraries, Frameworks & Software Standards
1 76 (48.41%) Kafka
2 13 (8.28%) Spring
3 11 (7.01%) Spark Streaming
4 10 (6.37%) HTML
4 10 (6.37%) J2EE
4 10 (6.37%) REST
5 9 (5.73%) Apache NiFi
5 9 (5.73%) HTML5
5 9 (5.73%) RESTful
6 8 (5.10%) RabbitMQ
7 6 (3.82%) JSON
8 5 (3.18%) Apache Tez
8 5 (3.18%) PySpark
8 5 (3.18%) XML
9 4 (2.55%) Hibernate
9 4 (2.55%) JPA
9 4 (2.55%) SOAP
10 3 (1.91%) GraphQL
10 3 (1.91%) Middleware
10 3 (1.91%) Node.js
Miscellaneous
1 12 (7.64%) Data Structures
2 9 (5.73%) User Experience
3 8 (5.10%) Algorithms
3 8 (5.10%) iPad
4 7 (4.46%) Equities
4 7 (4.46%) Hedge funds
5 6 (3.82%) Blog
5 6 (3.82%) Legacy Systems
5 6 (3.82%) Market Risk
6 5 (3.18%) Cloud Native
6 5 (3.18%) Replication
7 3 (1.91%) Credit Risk
7 3 (1.91%) Linux Command Line
7 3 (1.91%) Public Cloud
7 3 (1.91%) Self-Motivation
7 3 (1.91%) Virtual Team
8 2 (1.27%) Data Fabric
8 2 (1.27%) Hybrid Cloud
8 2 (1.27%) SWIFT
9 1 (0.64%) Life Science
Operating Systems
1 47 (29.94%) Linux
2 35 (22.29%) Unix
3 28 (17.83%) Windows
4 3 (1.91%) CentOS
4 3 (1.91%) Ubuntu
4 3 (1.91%) Windows Server
4 3 (1.91%) Windows Server 2012
Processes & Methodologies
1 79 (50.32%) Analytics
2 72 (45.86%) Agile
3 46 (29.30%) Software Engineering
4 45 (28.66%) ETL
5 43 (27.39%) Continuous Integration
6 40 (25.48%) CI/CD
6 40 (25.48%) Scrum
7 37 (23.57%) Data Modelling
7 37 (23.57%) DevOps
8 28 (17.83%) Data Engineering
9 26 (16.56%) Data Analytics
10 25 (15.92%) Requirements Gathering
10 25 (15.92%) Test Strategy
11 24 (15.29%) Process Improvement
12 23 (14.65%) Data Architecture
13 22 (14.01%) Configuration Management
13 22 (14.01%) Data Extraction
14 21 (13.38%) TDD
15 19 (12.10%) Data Ingestion
15 19 (12.10%) MapReduce
Programming Languages
1 96 (61.15%) Python
2 92 (58.60%) Java
3 91 (57.96%) SQL
4 76 (48.41%) Scala
5 41 (26.11%) Shell Script
6 29 (18.47%) R
7 28 (17.83%) PL/SQL
8 27 (17.20%) Perl
9 25 (15.92%) HiveQL
9 25 (15.92%) VBA
10 11 (7.01%) JavaScript
11 5 (3.18%) SAS Macro
12 4 (2.55%) Bash
12 4 (2.55%) C
12 4 (2.55%) PowerShell
13 3 (1.91%) XPath
14 2 (1.27%) C++
14 2 (1.27%) Go
14 2 (1.27%) Kotlin
15 1 (0.64%) C#
Qualifications
1 14 (8.92%) Security Cleared
2 12 (7.64%) SC Cleared
3 6 (3.82%) PMP
4 5 (3.18%) Degree
5 3 (1.91%) Computer Science Degree
5 3 (1.91%) Master's Degree
6 2 (1.27%) AWS Certification
7 1 (0.64%) FFIEC
7 1 (0.64%) Sun Certification
Quality Assurance & Compliance
1 7 (4.46%) GDPR
2 6 (3.82%) Data Quality
3 3 (1.91%) QA
4 1 (0.64%) GLBA
4 1 (0.64%) NIST
4 1 (0.64%) PCI DSS
System Software
1 66 (42.04%) HDFS
2 15 (9.55%) Apache ZooKeeper
3 12 (7.64%) Apache Flume
3 12 (7.64%) Docker
4 2 (1.27%) Active Directory
Systems Management
1 24 (15.29%) Kubernetes
2 21 (13.38%) Hadoop YARN
3 14 (8.92%) Oozie
4 10 (6.37%) Terraform
5 6 (3.82%) Kibana
6 4 (2.55%) Ambari
7 3 (1.91%) Argo
7 3 (1.91%) logstash
8 1 (0.64%) Ansible
8 1 (0.64%) Grafana
8 1 (0.64%) Prometheus
Vendors
1 34 (21.66%) Oracle
2 28 (17.83%) Talend
3 22 (14.01%) Hortonworks
4 19 (12.10%) Informatica
5 16 (10.19%) Teradata
6 12 (7.64%) Google
7 11 (7.01%) Cloudera
8 8 (5.10%) Databricks
8 8 (5.10%) Microsoft
9 6 (3.82%) SAP
10 5 (3.18%) Alteryx
10 5 (3.18%) TIBCO
11 3 (1.91%) Red Hat
11 3 (1.91%) Solace
12 2 (1.27%) Ab Initio
12 2 (1.27%) Bloomberg
12 2 (1.27%) IBM
12 2 (1.27%) MapR
12 2 (1.27%) Refinitiv
12 2 (1.27%) TOWER Software