Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 17 October 2021

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 17 October 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 > England
6 months to
17 Oct 2021		 Same period 2020 Same period 2019
Rank 521 451 592
Rank change year-on-year -70 +141 -116
Contract jobs citing HBase 221 41 214
As % of all contract jobs advertised in England 0.33% 0.15% 0.28%
As % of the Database & Business Intelligence category 1.55% 0.67% 1.24%
Number of daily rates quoted 107 34 150
10th Percentile £419 £416 £450
25th Percentile £464 £472 £506
Median daily rate (50th Percentile) £540 £575 £550
Median % change year-on-year -6.09% +4.55% -2.22%
75th Percentile £675 £650 £600
90th Percentile £713 £675 £699
UK median daily rate £540 £575 £550
% change year-on-year -6.09% +4.55% -2.22%

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 14,256 6,087 17,265
As % of all contract IT jobs advertised in England 21.42% 22.92% 22.20%
Number of daily rates quoted 10,151 4,255 12,081
10th Percentile £350 £313 £325
25th Percentile £425 £400 £400
Median daily rate (50th Percentile) £525 £500 £480
Median % change year-on-year +5.00% +4.17% +1.05%
75th Percentile £628 £600 £575
90th Percentile £719 £688 £663
UK median daily rate £525 £498 £475
% change year-on-year +5.53% +4.74% -
Number of hourly rates quoted 189 95 226
10th Percentile £16.15 £12.63 £12.25
25th Percentile £21.25 £17.48 £17.06
Median hourly rate £34.50 £26.00 £30.00
Median % change year-on-year +32.69% -13.33% -
75th Percentile £61.00 £42.00 £50.00
90th Percentile £65.51 £55.00 £63.75
UK median hourly rate £35.00 £25.00 £30.00
% change year-on-year +40.00% -16.67% +1.69%

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 17 October 2021.

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 17 October 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
London -115 124 £613 +8.41% 26
Midlands -55 25 £524 +38.62% 6
South East -68 24 £394 -16.22% 6
West Midlands - 21 £530 - 3
North of England -81 8 £489 -24.81%
East of England - 6 £518 - 1
North West -59 5 £488 -25.00%
South West - 5 £500 -
East Midlands -39 3 £500 +32.28% 3
Yorkshire - 3 £538 -
HBase
UK

For the 6 months to 17 October 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 across the England region with a requirement for HBase.

1 186 (84.16%) Hadoop
2 154 (69.68%) Apache Spark
3 125 (56.56%) Apache Hive
3 125 (56.56%) Java
4 102 (46.15%) SQL
5 101 (45.70%) Kafka
6 100 (45.25%) Big Data
7 97 (43.89%) Analytics
8 95 (42.99%) HDFS
9 91 (41.18%) AWS
10 85 (38.46%) Python
11 79 (35.75%) Scala
12 72 (32.58%) Jenkins
13 62 (28.05%) Linux
14 61 (27.60%) Agile Software Development
14 61 (27.60%) Git (software)
15 60 (27.15%) MongoDB
15 60 (27.15%) Azure
16 56 (25.34%) MySQL
16 56 (25.34%) ETL
16 56 (25.34%) Data Pipeline
17 53 (23.98%) Kubernetes
18 51 (23.08%) Apache Cassandra
19 49 (22.17%) Banking
19 49 (22.17%) Data Analytics
20 48 (21.72%) NoSQL
20 48 (21.72%) Unix
21 47 (21.27%) Data Modelling
22 46 (20.81%) Spark Streaming
23 45 (20.36%) DevOps

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
1 154 (69.68%) Apache Spark
2 37 (16.74%) Confluence
3 29 (13.12%) SAS
4 27 (12.22%) Apache
5 8 (3.62%) Apache Pig
6 5 (2.26%) Elasticsearch
6 5 (2.26%) Jupyter
6 5 (2.26%) nginx
7 4 (1.81%) Tomcat
8 3 (1.36%) Apache Airflow
9 2 (0.90%) Apache Pulsar
9 2 (0.90%) WebSphere
9 2 (0.90%) WebSphere Application Server
10 1 (0.45%) Apache Solr
10 1 (0.45%) OpenStack
10 1 (0.45%) PowerExchange
Applications
1 22 (9.95%) Microsoft Excel
2 3 (1.36%) SPSS
Business Applications
1 1 (0.45%) SAP Oil and Gas
Cloud Services
1 91 (41.18%) AWS
2 60 (27.15%) Azure
3 31 (14.03%) GCP
4 19 (8.60%) Amazon S3
5 17 (7.69%) Amazon EMR
6 13 (5.88%) Azure Cosmos DB
7 12 (5.43%) Serverless
8 11 (4.98%) AWS Lambda
9 10 (4.52%) GitHub
10 7 (3.17%) Power Platform
11 5 (2.26%) Amazon Kinesis
11 5 (2.26%) AWS CloudFormation
11 5 (2.26%) AWS CodePipeline
11 5 (2.26%) Azure App Service
11 5 (2.26%) Azure Key Vault
11 5 (2.26%) Azure Storage
12 4 (1.81%) Amazon EC2
12 4 (1.81%) Collibra
13 3 (1.36%) Amazon SQS
13 3 (1.36%) Google Compute Engine
Communications & Networking
1 10 (4.52%) Kerberos
2 7 (3.17%) Firewall
3 5 (2.26%) HTTP
3 5 (2.26%) HTTPS
3 5 (2.26%) SSL
4 4 (1.81%) Remote Desktop
4 4 (1.81%) WAN
5 3 (1.36%) SAN
6 2 (0.90%) Cisco Nexus
6 2 (0.90%) Ethernet
6 2 (0.90%) FCoE
6 2 (0.90%) Fibre Channel
6 2 (0.90%) FTP
6 2 (0.90%) iSCSI
6 2 (0.90%) LAN
6 2 (0.90%) Multicast
6 2 (0.90%) NAS
6 2 (0.90%) PuTTY
6 2 (0.90%) VLAN
6 2 (0.90%) VSAN
Database & Business Intelligence
1 186 (84.16%) Hadoop
2 125 (56.56%) Apache Hive
3 100 (45.25%) Big Data
4 60 (27.15%) MongoDB
5 56 (25.34%) MySQL
6 51 (23.08%) Apache Cassandra
7 48 (21.72%) NoSQL
8 39 (17.65%) PostgreSQL
9 35 (15.84%) Data Warehouse
10 34 (15.38%) Relational Database
11 29 (13.12%) Flink
12 28 (12.67%) RDBMS
13 27 (12.22%) Data Lake
14 22 (9.95%) Pentaho
15 21 (9.50%) Impala
16 15 (6.79%) SQL Server
17 14 (6.33%) BigQuery
17 14 (6.33%) HDInsight
17 14 (6.33%) Sqoop
18 13 (5.88%) Oracle Database
Development Applications
1 72 (32.58%) Jenkins
2 61 (27.60%) Git (software)
3 43 (19.46%) JIRA
4 25 (11.31%) Bitbucket
5 13 (5.88%) Sonatype Nexus
6 12 (5.43%) Maven
7 6 (2.71%) Subversion
8 5 (2.26%) Artifactory
8 5 (2.26%) IBM UrbanCode
8 5 (2.26%) Visual Studio
8 5 (2.26%) Visual Studio Team System
9 4 (1.81%) RStudio
10 2 (0.90%) ProC
11 1 (0.45%) Atlassian Bamboo
11 1 (0.45%) ERwin
11 1 (0.45%) GitLab
11 1 (0.45%) Gradle
General
1 49 (22.17%) Banking
2 41 (18.55%) Finance
3 33 (14.93%) Social Skills
4 23 (10.41%) Analytical Skills
5 22 (9.95%) Investment Banking
6 16 (7.24%) Public Sector
7 9 (4.07%) Presentation Skills
8 7 (3.17%) Manufacturing
9 6 (2.71%) Marketing
10 3 (1.36%) Games
10 3 (1.36%) Publishing
10 3 (1.36%) Retail
11 2 (0.90%) French Language
12 1 (0.45%) Front Office
12 1 (0.45%) Spanish Language
12 1 (0.45%) Telecoms
Job Titles
1 82 (37.10%) Data Engineer
2 56 (25.34%) Developer
3 16 (7.24%) Scala Developer
4 15 (6.79%) Big Data Manager
4 15 (6.79%) Data Manager
4 15 (6.79%) Platform Manager
5 14 (6.33%) Architect
5 14 (6.33%) Big Data Engineer
6 13 (5.88%) Hadoop Engineer
6 13 (5.88%) Senior Developer
7 11 (4.98%) Software Engineer
8 10 (4.52%) Data Architect
8 10 (4.52%) Java Engineer
8 10 (4.52%) Senior Scala Developer
8 10 (4.52%) Support Engineer
9 9 (4.07%) Hadoop Developer
10 8 (3.62%) Senior Data Engineer
11 7 (3.17%) Cloud Engineer
11 7 (3.17%) DevOps Engineer
11 7 (3.17%) Java Developer
Libraries, Frameworks & Software Standards
1 101 (45.70%) Kafka
2 46 (20.81%) Spark Streaming
3 17 (7.69%) Spring
3 17 (7.69%) XML
4 16 (7.24%) PySpark
5 13 (5.88%) JSON
6 12 (5.43%) Spring Boot
7 10 (4.52%) Apache NiFi
7 10 (4.52%) RESTful
8 7 (3.17%) YAML
9 6 (2.71%) Apache Avro
9 6 (2.71%) REST
10 5 (2.26%) Django
10 5 (2.26%) Flask
10 5 (2.26%) JAX-RS
10 5 (2.26%) Samza
10 5 (2.26%) Spring Batch
10 5 (2.26%) Spring Cloud
10 5 (2.26%) Spring Integration
10 5 (2.26%) Spring MVC
Miscellaneous
1 9 (4.07%) iPad
2 8 (3.62%) Derivative
3 5 (2.26%) Greenfield Project
4 4 (1.81%) Cloud Native
4 4 (1.81%) Data Protection Act
5 3 (1.36%) Data Centre
5 3 (1.36%) Market Risk
6 2 (0.90%) Algorithms
6 2 (0.90%) Enterprise Software
6 2 (0.90%) Foreign Exchange (FX)
6 2 (0.90%) IBM Mainframe
6 2 (0.90%) Mainframe
6 2 (0.90%) Reference Data
7 1 (0.45%) Equities
7 1 (0.45%) Life Science
7 1 (0.45%) PMI
7 1 (0.45%) Self-Motivation
7 1 (0.45%) Wiki
Operating Systems
1 62 (28.05%) Linux
2 48 (21.72%) Unix
3 25 (11.31%) Windows
4 2 (0.90%) Solaris
4 2 (0.90%) Ubuntu
5 1 (0.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 97 (43.89%) Analytics
2 61 (27.60%) Agile Software Development
3 56 (25.34%) Data Pipeline
3 56 (25.34%) ETL
4 49 (22.17%) Data Analytics
5 47 (21.27%) Data Modelling
6 45 (20.36%) DevOps
7 44 (19.91%) Scrum
8 37 (16.74%) Continuous Integration
9 34 (15.38%) Software Engineering
9 34 (15.38%) Use Case
10 31 (14.03%) Business Intelligence
10 31 (14.03%) Data Management
11 27 (12.22%) BDD
12 25 (11.31%) Machine Learning
13 24 (10.86%) Problem-Solving
14 23 (10.41%) Requirements Gathering
15 22 (9.95%) Data Virtualisation
15 22 (9.95%) TDD
16 21 (9.50%) Data Extraction
Programming Languages
1 125 (56.56%) Java
2 102 (46.15%) SQL
3 85 (38.46%) Python
4 79 (35.75%) Scala
5 33 (14.93%) Shell Script
6 31 (14.03%) Perl
6 31 (14.03%) R
7 27 (12.22%) PL/SQL
8 25 (11.31%) HiveQL
9 22 (9.95%) VBA
10 18 (8.14%) Groovy
11 12 (5.43%) Bash Shell
12 11 (4.98%) CQL
12 11 (4.98%) JavaScript
13 8 (3.62%) C
13 8 (3.62%) Java 8
14 3 (1.36%) PowerShell
15 2 (0.90%) COBOL
15 2 (0.90%) Haskell
15 2 (0.90%) Kotlin
Qualifications
1 29 (13.12%) Security Cleared
2 14 (6.33%) Degree
3 13 (5.88%) Computer Science Degree
3 13 (5.88%) SC Cleared
4 2 (0.90%) AWS Certification
5 1 (0.45%) BPSS Clearance
5 1 (0.45%) CBAP
5 1 (0.45%) Master's Degree
5 1 (0.45%) PMI Certification
Quality Assurance & Compliance
1 30 (13.57%) Data Quality
2 7 (3.17%) QA
3 6 (2.71%) GDPR
4 3 (1.36%) Sarbanes-Oxley
5 2 (0.90%) MiFID
6 1 (0.45%) Dodd-Frank
6 1 (0.45%) EMIR
6 1 (0.45%) SLA
System Software
1 95 (42.99%) HDFS
2 37 (16.74%) Docker
3 21 (9.50%) Apache ZooKeeper
4 9 (4.07%) Apache Flume
5 5 (2.26%) Oracle RAC
6 4 (1.81%) VMware Infrastructure
7 2 (0.90%) Active Directory
7 2 (0.90%) Hyper-V
7 2 (0.90%) KVM
7 2 (0.90%) NFS
7 2 (0.90%) SRDF
7 2 (0.90%) VMware NSX
7 2 (0.90%) vSphere
7 2 (0.90%) Xen
Systems Management
1 53 (23.98%) Kubernetes
2 35 (15.84%) Terraform
3 23 (10.41%) Hadoop YARN
4 16 (7.24%) Oozie
5 14 (6.33%) Ansible
6 13 (5.88%) Ambari
7 6 (2.71%) Prometheus
7 6 (2.71%) Rancher
8 5 (2.26%) Grafana
8 5 (2.26%) Puppet
9 3 (1.36%) Istio
9 3 (1.36%) Kibana
10 2 (0.90%) logstash
10 2 (0.90%) Microsoft Intune
10 2 (0.90%) Opscode Chef
10 2 (0.90%) vCenter Server
Vendors
1 42 (19.00%) Oracle
2 37 (16.74%) Informatica
3 32 (14.48%) Cloudera
4 25 (11.31%) Hortonworks
5 22 (9.95%) Ab Initio
5 22 (9.95%) Microsoft
5 22 (9.95%) Talend
6 18 (8.14%) Google
7 17 (7.69%) MapR
8 12 (5.43%) Alteryx
9 11 (4.98%) Databricks
10 8 (3.62%) SAP
11 5 (2.26%) Dynatrace
11 5 (2.26%) IBM
11 5 (2.26%) MicroStrategy
11 5 (2.26%) Sybase
11 5 (2.26%) Teradata
12 4 (1.81%) Cisco
12 4 (1.81%) EMC
12 4 (1.81%) VMware