Period
to 25 February 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 25 February 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
25 Feb 2020
Same period 2019 Same period 2018
Rank 526 506 440
Rank change year-on-year -20 -66 +28
Contract jobs citing HBase 203 422 520
As % of all contract IT jobs advertised in the UK 0.30% 0.43% 0.52%
As % of the Database & Business Intelligence category 1.40% 1.92% 2.38%
Number of daily rates quoted 137 262 384
UK median daily rate £575 £563 £550
Median daily rate % change year-on-year +2.22% +2.27% -1.35%
10th Percentile £463 £456 £413
90th Percentile £750 £725 £700
UK excluding London median daily rate £538 £538 £538
Number of hourly rates quoted 0 0 0
UK 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 14,486 21,945 21,839
As % of all contract IT jobs advertised in the UK 21.22% 22.33% 21.84%
Number of daily rates quoted 9,570 15,140 15,205
UK median daily rate £475 £475 £463
Median daily rate % change year-on-year - +2.70% +8.70%
10th Percentile £319 £320 £313
90th Percentile £663 £650 £625
UK excluding London median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +1.27%
Number of hourly rates quoted 243 248 247
UK median hourly rate £31.00 £35.00 £34.00
Median hourly rate % change year-on-year -11.43% +2.94% +23.64%
10th Percentile £13.99 £13.18 £15.11
90th Percentile £54.75 £55.30 £56.06
UK excluding London median hourly rate £25.55 £35.00 £37.50
% change year-on-year -27.01% -6.67% +50.00%

HBase
Job Vacancy Trend

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

Job vacancy trend for HBase in the UK

HBase
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing HBase.

Contractor daily rate trend for HBase in the UK

HBase
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing HBase over the 6 months to 25 February 2020.

Contractor daily rate histogram for HBase in the UK

HBase
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing HBase.

Contractor 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 25 February 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 -55 178 £557 -0.98% 36
London -6 111 £600 +1.69% 20
UK excluding London +43 89 £538 - 17
South East +29 24 £519 -3.49% 10
South West +23 22 £550 +8.37% 3
Scotland - 21 £575 - 1
North of England +44 19 £490 -10.91% 1
Yorkshire +42 17 £490 -10.91% 1
Midlands +46 2 £513 +46.43% 2
East Midlands +35 2 £513 +46.43% 1
North West +16 2 - -
Northern Ireland - 1 - -

For the 6 months to 25 February 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.

1 161 (79.31%) Hadoop
2 133 (65.52%) Big Data
3 124 (61.08%) Apache Spark
4 121 (59.61%) Kafka
5 111 (54.68%) Apache Hive
6 110 (54.19%) HDFS
7 108 (53.20%) Java
8 105 (51.72%) Scala
9 98 (48.28%) SQL
10 84 (41.38%) NoSQL
11 78 (38.42%) Python
12 73 (35.96%) Analytics
13 70 (34.48%) Apache Cassandra
14 69 (33.99%) Finance
15 67 (33.00%) Software Engineering
16 60 (29.56%) MongoDB
17 59 (29.06%) AWS
18 56 (27.59%) Banking
19 52 (25.62%) Agile Software Development
20 49 (24.14%) ETL
20 49 (24.14%) Azure
20 49 (24.14%) Hadoop YARN
20 49 (24.14%) Microservices
21 47 (23.15%) GCP
22 43 (21.18%) Impala
23 40 (19.70%) Relational Database
24 39 (19.21%) Jenkins
24 39 (19.21%) TDD
25 38 (18.72%) Business Intelligence
25 38 (18.72%) Oracle

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
1 124 (61.08%) Apache Spark
2 37 (18.23%) Apache
3 9 (4.43%) OpenStack
4 7 (3.45%) Apache Pig
4 7 (3.45%) Confluence
4 7 (3.45%) Elasticsearch
5 6 (2.96%) Apache Airflow
5 6 (2.96%) SAS
6 3 (1.48%) Apache Solr
6 3 (1.48%) JBoss
6 3 (1.48%) Oracle Workflow
7 2 (0.99%) Cloud Foundry
8 1 (0.49%) GemFire
8 1 (0.49%) Red Hat Fuse
8 1 (0.49%) Tomcat
Applications
1 1 (0.49%) Chatbot
Business Applications
1 27 (13.30%) FINCAD Analytics
Cloud Services
1 59 (29.06%) AWS
2 49 (24.14%) Azure
3 47 (23.15%) GCP
4 27 (13.30%) AWS Step Functions
5 15 (7.39%) Amazon Kinesis
6 9 (4.43%) Amazon S3
7 8 (3.94%) AWS Lambda
7 8 (3.94%) Serverless
8 7 (3.45%) GitHub
9 6 (2.96%) Amazon EC2
9 6 (2.96%) Virtual Private Cloud
10 5 (2.46%) Amazon EMR
10 5 (2.46%) PaaS
11 4 (1.97%) AWS CloudFormation
12 3 (1.48%) IaaS
13 2 (0.99%) AWS CloudTrail
14 1 (0.49%) Cloud Computing
14 1 (0.49%) Power Platform
Communications & Networking
1 16 (7.88%) Kerberos
2 6 (2.96%) VPN
3 5 (2.46%) SSL
4 4 (1.97%) HTTP
5 3 (1.48%) Firewall
5 3 (1.48%) HTTPS
6 1 (0.49%) OpenLDAP
Database & Business Intelligence
1 161 (79.31%) Hadoop
2 133 (65.52%) Big Data
3 111 (54.68%) Apache Hive
4 84 (41.38%) NoSQL
5 70 (34.48%) Apache Cassandra
6 60 (29.56%) MongoDB
7 43 (21.18%) Impala
8 40 (19.70%) Relational Database
9 34 (16.75%) PostgreSQL
10 32 (15.76%) RDBMS
11 29 (14.29%) Amazon Athena
11 29 (14.29%) Amazon DynamoDB
12 28 (13.79%) DB2
12 28 (13.79%) Neo4j
12 28 (13.79%) Spark SQL
13 27 (13.30%) Couchbase
13 27 (13.30%) MariaDB
13 27 (13.30%) Redis
14 24 (11.82%) Amazon Aurora
15 15 (7.39%) Data Warehouse
Development Applications
1 39 (19.21%) Jenkins
2 20 (9.85%) Git (software)
3 18 (8.87%) Maven
4 16 (7.88%) Sonatype Nexus
5 15 (7.39%) IBM UrbanCode
6 13 (6.40%) JIRA
7 6 (2.96%) Travis CI
8 5 (2.46%) Artifactory
9 4 (1.97%) Cucumber
10 3 (1.48%) IntelliJ
11 2 (0.99%) PyCharm
11 2 (0.99%) Selenium
12 1 (0.49%) Bitbucket Server
12 1 (0.49%) Eclipse
12 1 (0.49%) FishEye
12 1 (0.49%) JBehave
12 1 (0.49%) JUnit
12 1 (0.49%) PowerDesigner
12 1 (0.49%) Vagrant
General
1 69 (33.99%) Finance
2 56 (27.59%) Banking
3 29 (14.29%) Front Office
4 16 (7.88%) Investment Banking
5 14 (6.90%) Public Sector
6 6 (2.96%) Retail Banking
7 3 (1.48%) Legal
8 2 (0.99%) Financial Institution
8 2 (0.99%) Games
8 2 (0.99%) Retail
9 1 (0.49%) Telecoms
Job Titles
1 83 (40.89%) Developer
2 47 (23.15%) Data Engineer
3 35 (17.24%) Big Data Engineer
4 30 (14.78%) Architect
4 30 (14.78%) Scala Developer
5 27 (13.30%) Java Developer
6 24 (11.82%) Data Architect
7 23 (11.33%) Big Data Architect
8 19 (9.36%) Hadoop Developer
9 18 (8.87%) AWS Developer
9 18 (8.87%) AWS Engineer
9 18 (8.87%) Senior Developer
10 15 (7.39%) NoSQL Engineer
11 14 (6.90%) Hadoop Architect
12 13 (6.40%) Java Engineer
12 13 (6.40%) NoSQL Developer
13 12 (5.91%) Apache Spark Developer
14 11 (5.42%) Cloud Developer
14 11 (5.42%) DevOps Engineer
14 11 (5.42%) Software Engineer
Libraries, Frameworks & Software Standards
1 121 (59.61%) Kafka
2 37 (18.23%) Web Services
3 22 (10.84%) J2EE
4 19 (9.36%) PySpark
5 14 (6.90%) Spark Streaming
6 13 (6.40%) JSON
7 11 (5.42%) Apache NiFi
8 10 (4.93%) Spring
9 9 (4.43%) Hibernate
9 9 (4.43%) LDAP
10 8 (3.94%) Elastic Stack
10 8 (3.94%) Node.js
11 7 (3.45%) REST
11 7 (3.45%) XML
12 6 (2.96%) JPA
12 6 (2.96%) JSON Schema
12 6 (2.96%) Samza
13 5 (2.46%) OAuth
13 5 (2.46%) RESTful
13 5 (2.46%) SAML
Miscellaneous
1 27 (13.30%) Analytical Skills
1 27 (13.30%) Derivative
1 27 (13.30%) Equity Derivative
1 27 (13.30%) Fixed Income
1 27 (13.30%) Foreign Exchange (FX)
1 27 (13.30%) Hedge funds
2 23 (11.33%) Market Risk
3 13 (6.40%) Public Cloud
4 11 (5.42%) Management Information System
5 9 (4.43%) Algorithms
5 9 (4.43%) User Experience
6 7 (3.45%) Data Structures
6 7 (3.45%) Linux Command Line
7 4 (1.97%) Cloud Native
8 3 (1.48%) Data Centre
8 3 (1.48%) Greenfield Project
8 3 (1.48%) Grid Computing
9 2 (0.99%) Credit Risk
9 2 (0.99%) Replication
10 1 (0.49%) CMDB
Operating Systems
1 33 (16.26%) Linux
2 23 (11.33%) Unix
3 5 (2.46%) Red Hat Enterprise Linux
4 3 (1.48%) Windows
5 1 (0.49%) CentOS
5 1 (0.49%) DC/OS
5 1 (0.49%) SUSE Linux Enterprise Server
Processes & Methodologies
1 73 (35.96%) Analytics
2 67 (33.00%) Software Engineering
3 52 (25.62%) Agile Software Development
4 49 (24.14%) ETL
4 49 (24.14%) Microservices
5 39 (19.21%) TDD
6 38 (18.72%) Business Intelligence
7 36 (17.73%) Data Modelling
7 36 (17.73%) Migration
8 34 (16.75%) Data Development
9 31 (15.27%) Data Science
9 31 (15.27%) DevOps
10 30 (14.78%) BDD
11 27 (13.30%) Asset Management
11 27 (13.30%) Computer Science
11 27 (13.30%) Risk Analytics
12 25 (12.32%) Continuous Integration
12 25 (12.32%) Scrum
12 25 (12.32%) Use Case
13 22 (10.84%) Functional Programming
Programming Languages
1 108 (53.20%) Java
2 105 (51.72%) Scala
3 98 (48.28%) SQL
4 78 (38.42%) Python
5 37 (18.23%) Kotlin
6 18 (8.87%) Bash Shell
7 13 (6.40%) C
8 12 (5.91%) Ruby
9 10 (4.93%) Go
9 10 (4.93%) Perl
9 10 (4.93%) R
10 9 (4.43%) C#
11 8 (3.94%) C++
12 6 (2.96%) JavaScript
13 5 (2.46%) HiveQL
13 5 (2.46%) Java 8
13 5 (2.46%) PL/SQL
13 5 (2.46%) Shell Script
14 3 (1.48%) Groovy
15 2 (0.99%) TypeScript
Qualifications
1 18 (8.87%) Security Cleared
2 17 (8.37%) Degree
3 16 (7.88%) Computer Science Degree
4 14 (6.90%) SC Cleared
5 3 (1.48%) BPSS Clearance
6 2 (0.99%) ISTQB
7 1 (0.49%) Microsoft Certification
7 1 (0.49%) PhD
Quality Assurance & Compliance
1 11 (5.42%) Data Quality
2 6 (2.96%) QA
3 1 (0.49%) Disclosure Scotland
3 1 (0.49%) ISO/IEC 27001
3 1 (0.49%) WCAG
System Software
1 110 (54.19%) HDFS
2 20 (9.85%) Docker
3 7 (3.45%) Apache Flume
4 2 (0.99%) Active Directory
4 2 (0.99%) Apache ZooKeeper
Systems Management
1 49 (24.14%) Hadoop YARN
2 14 (6.90%) Kubernetes
3 10 (4.93%) Ansible
3 10 (4.93%) Oozie
4 7 (3.45%) Ambari
4 7 (3.45%) Terraform
5 5 (2.46%) ITRS Geneos
5 5 (2.46%) logstash
5 5 (2.46%) Single Sign-On
6 4 (1.97%) Kibana
7 3 (1.48%) Opscode Chef
8 2 (0.99%) Puppet
9 1 (0.49%) Apache Brooklyn
9 1 (0.49%) Control-M
9 1 (0.49%) Marathon
9 1 (0.49%) Mesos
9 1 (0.49%) Tivoli
9 1 (0.49%) ZABBIX
Vendors
1 38 (18.72%) Oracle
2 34 (16.75%) Google
3 31 (15.27%) Hortonworks
4 27 (13.30%) Sybase
5 20 (9.85%) Cloudera
6 16 (7.88%) Tableau
7 12 (5.91%) Ab Initio
7 12 (5.91%) Teradata
8 9 (4.43%) MapR
9 7 (3.45%) Talend
10 6 (2.96%) Splunk
11 4 (1.97%) Microsoft
12 2 (0.99%) Informatica
12 2 (0.99%) Red Hat
13 1 (0.49%) Atlassian
13 1 (0.49%) DataFlux
13 1 (0.49%) Facebook
13 1 (0.49%) SAP