Period
to 21 September 2021

The following table provides summary statistics for contract job vacancies advertised in London 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 21 September 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
England > London
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 449 338 439
Rank change year-on-year -111 +101 -101
Contract jobs citing HBase 102 26 140
As % of all contract jobs advertised in London 0.30% 0.20% 0.36%
As % of the Database & Business Intelligence category 1.26% 0.77% 1.48%
Number of daily rates quoted 58 18 101
10th Percentile £441 " £463
25th Percentile £477 £463 £520
Median daily rate (50th Percentile) £613 £538 £575
Median % change year-on-year +13.95% -6.52% -
75th Percentile £675 £616 £669
90th Percentile £729 £665 £700
England median daily rate £518 £550 £550
% change year-on-year -5.82% - -

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 8,098 3,387 9,487
As % of all contract IT jobs advertised in London 24.03% 25.57% 24.65%
Number of daily rates quoted 5,826 2,417 6,931
10th Percentile £381 £363 £363
25th Percentile £463 £426 £425
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - -
75th Percentile £660 £631 £611
90th Percentile £738 £713 £688
England median daily rate £525 £500 £476
% change year-on-year +5.00% +5.15% +0.11%
Number of hourly rates quoted 44 28 49
10th Percentile £14.52 £15.98 £15.44
25th Percentile £20.57 £20.75 £20.50
Median hourly rate £32.25 £32.75 £29.96
Median % change year-on-year -1.51% +9.30% +1.03%
75th Percentile £50.19 £41.50 £45.00
90th Percentile £61.70 £51.40 £51.75
England median hourly rate £29.81 £23.59 £30.00
% change year-on-year +26.39% -21.38% +9.09%

HBase
Job Vacancy Trend in London

Job postings citing HBase as a proportion of all IT jobs advertised in London.

Job vacancy trend for HBase in London

HBase
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing HBase in London.

Daily rate trend for HBase in London

HBase
Daily Rate Histogram in London

Daily rate distribution for jobs citing HBase in London over the 6 months to 21 September 2021.

Daily rate histogram for HBase in London

HBase
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the London region over the 6 months to 21 September 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
South London +4 4 - -
Central London -51 4 £500 -4.76% 2
HBase
England

For the 6 months to 21 September 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 London region with a requirement for HBase.

1 84 (82.35%) Hadoop
1 84 (82.35%) Apache Spark
2 54 (52.94%) Kafka
3 51 (50.00%) Java
4 50 (49.02%) Big Data
5 47 (46.08%) SQL
6 46 (45.10%) Analytics
7 44 (43.14%) Apache Hive
8 36 (35.29%) AWS
8 36 (35.29%) Data Pipeline
9 35 (34.31%) Banking
10 33 (32.35%) Python
10 33 (32.35%) Apache Cassandra
11 32 (31.37%) MongoDB
12 30 (29.41%) Scala
12 30 (29.41%) HDFS
13 28 (27.45%) Spark Streaming
14 27 (26.47%) Jenkins
15 26 (25.49%) MySQL
15 26 (25.49%) Finance
16 24 (23.53%) Data Modelling
16 24 (23.53%) NoSQL
16 24 (23.53%) Kubernetes
16 24 (23.53%) Social Skills
17 23 (22.55%) Data Warehouse
17 23 (22.55%) Agile Software Development
18 22 (21.57%) Business Intelligence
18 22 (21.57%) Azure
18 22 (21.57%) Git (software)
18 22 (21.57%) Use Case

HBase
Co-occurring IT Skills in London 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 84 (82.35%) Apache Spark
2 19 (18.63%) Apache
3 5 (4.90%) Confluence
4 4 (3.92%) Apache Pig
4 4 (3.92%) SAS
5 3 (2.94%) Elasticsearch
6 2 (1.96%) Jupyter
6 2 (1.96%) Tomcat
6 2 (1.96%) WebSphere
6 2 (1.96%) WebSphere Application Server
7 1 (0.98%) Apache Airflow
7 1 (0.98%) OpenStack
7 1 (0.98%) PowerExchange
Applications
1 3 (2.94%) SPSS
Business Applications
1 1 (0.98%) SAP Oil and Gas
Cloud Services
1 36 (35.29%) AWS
2 22 (21.57%) Azure
3 18 (17.65%) GCP
4 14 (13.73%) Amazon S3
5 11 (10.78%) Azure Cosmos DB
6 9 (8.82%) Amazon EMR
7 7 (6.86%) AWS Lambda
7 7 (6.86%) Serverless
8 6 (5.88%) GitHub
9 5 (4.90%) Amazon Kinesis
9 5 (4.90%) AWS CloudFormation
9 5 (4.90%) AWS CodePipeline
9 5 (4.90%) Power Platform
10 3 (2.94%) Amazon SQS
10 3 (2.94%) Google Compute Engine
11 2 (1.96%) Amazon EC2
11 2 (1.96%) Collibra
12 1 (0.98%) Cloud Functions
12 1 (0.98%) Google Data Studio
12 1 (0.98%) Snowflake
Communications & Networking
1 6 (5.88%) Kerberos
2 2 (1.96%) Cisco Nexus
2 2 (1.96%) FCoE
2 2 (1.96%) Fibre Channel
2 2 (1.96%) iSCSI
2 2 (1.96%) LAN
2 2 (1.96%) Multicast
2 2 (1.96%) NAS
2 2 (1.96%) Remote Desktop
2 2 (1.96%) SAN
2 2 (1.96%) WAN
3 1 (0.98%) SSL
Database & Business Intelligence
1 84 (82.35%) Hadoop
2 50 (49.02%) Big Data
3 44 (43.14%) Apache Hive
4 33 (32.35%) Apache Cassandra
5 32 (31.37%) MongoDB
6 26 (25.49%) MySQL
7 24 (23.53%) NoSQL
8 23 (22.55%) Data Warehouse
9 19 (18.63%) PostgreSQL
10 16 (15.69%) Data Lake
11 14 (13.73%) Flink
11 14 (13.73%) SQL Server
12 12 (11.76%) HDInsight
13 11 (10.78%) Redis
14 10 (9.80%) Relational Database
15 8 (7.84%) SAP BW
15 8 (7.84%) SAP HANA
16 7 (6.86%) RDBMS
17 6 (5.88%) BigQuery
17 6 (5.88%) Text Mining
Development Applications
1 27 (26.47%) Jenkins
2 22 (21.57%) Git (software)
3 10 (9.80%) JIRA
4 8 (7.84%) Maven
5 7 (6.86%) Visual Studio
5 7 (6.86%) Visual Studio Team System
6 5 (4.90%) Sonatype Nexus
6 5 (4.90%) Subversion
7 2 (1.96%) IBM UrbanCode
7 2 (1.96%) RStudio
8 1 (0.98%) ERwin
General
1 35 (34.31%) Banking
2 26 (25.49%) Finance
3 24 (23.53%) Social Skills
4 14 (13.73%) Investment Banking
5 13 (12.75%) Analytical Skills
6 9 (8.82%) Presentation Skills
7 6 (5.88%) Marketing
8 3 (2.94%) Games
8 3 (2.94%) Publishing
9 1 (0.98%) Public Sector
9 1 (0.98%) Retail Banking
Job Titles
1 49 (48.04%) Data Engineer
2 18 (17.65%) Developer
3 10 (9.80%) Big Data Manager
3 10 (9.80%) Data Manager
3 10 (9.80%) Platform Manager
4 9 (8.82%) Architect
4 9 (8.82%) Java Engineer
5 7 (6.86%) Big Data Engineer
5 7 (6.86%) Scala Developer
5 7 (6.86%) Senior Developer
6 6 (5.88%) Data Architect
6 6 (5.88%) Hadoop Engineer
6 6 (5.88%) Senior Scala Developer
7 5 (4.90%) Java Developer
7 5 (4.90%) Senior Data Engineer
8 4 (3.92%) Analyst
8 4 (3.92%) Cloud Engineer
8 4 (3.92%) Data Analyst
8 4 (3.92%) DevOps Engineer
9 3 (2.94%) Platform Engineer
Libraries, Frameworks & Software Standards
1 54 (52.94%) Kafka
2 28 (27.45%) Spark Streaming
3 11 (10.78%) Spring
3 11 (10.78%) Spring Boot
4 9 (8.82%) RESTful
5 8 (7.84%) XML
6 6 (5.88%) Apache Avro
6 6 (5.88%) JSON
6 6 (5.88%) YAML
7 5 (4.90%) DOM
7 5 (4.90%) JAX-RS
7 5 (4.90%) SAX
7 5 (4.90%) Spring Cloud
8 4 (3.92%) PySpark
8 4 (3.92%) Velocity
9 3 (2.94%) Elastic Stack
9 3 (2.94%) HTML
9 3 (2.94%) REST
9 3 (2.94%) Samza
9 3 (2.94%) XSLT
Miscellaneous
1 7 (6.86%) Derivative
2 3 (2.94%) Data Centre
2 3 (2.94%) Data Protection Act
2 3 (2.94%) iPad
3 2 (1.96%) Cloud Native
3 2 (1.96%) Greenfield Project
3 2 (1.96%) IBM Mainframe
3 2 (1.96%) Mainframe
3 2 (1.96%) Market Risk
4 1 (0.98%) Enterprise Software
4 1 (0.98%) Equities
4 1 (0.98%) Foreign Exchange (FX)
4 1 (0.98%) Life Science
4 1 (0.98%) PMI
Operating Systems
1 19 (18.63%) Linux
2 12 (11.76%) Unix
3 2 (1.96%) Solaris
3 2 (1.96%) Windows
Processes & Methodologies
1 46 (45.10%) Analytics
2 36 (35.29%) Data Pipeline
3 24 (23.53%) Data Modelling
4 23 (22.55%) Agile Software Development
5 22 (21.57%) Business Intelligence
5 22 (21.57%) Use Case
6 19 (18.63%) Open Source
7 18 (17.65%) Machine Learning
7 18 (17.65%) Problem-Solving
8 17 (16.67%) Data Management
8 17 (16.67%) ETL
9 16 (15.69%) Computer Science
9 16 (15.69%) DevOps
10 15 (14.71%) Scrum
11 14 (13.73%) Data Analytics
12 13 (12.75%) Performance Tuning
13 11 (10.78%) BDD
13 11 (10.78%) Data Architecture
13 11 (10.78%) Data Transformation
13 11 (10.78%) TDD
Programming Languages
1 51 (50.00%) Java
2 47 (46.08%) SQL
3 33 (32.35%) Python
4 30 (29.41%) Scala
5 10 (9.80%) CQL
6 9 (8.82%) JavaScript
6 9 (8.82%) Shell Script
7 8 (7.84%) Java 8
7 8 (7.84%) Perl
8 6 (5.88%) R
9 5 (4.90%) Groovy
9 5 (4.90%) PL/SQL
10 4 (3.92%) C
11 3 (2.94%) Bash Shell
12 2 (1.96%) Haskell
13 1 (0.98%) C++
Qualifications
1 15 (14.71%) Degree
2 12 (11.76%) Computer Science Degree
2 12 (11.76%) Security Cleared
3 4 (3.92%) SC Cleared
4 3 (2.94%) Master's Degree
5 1 (0.98%) CBAP
5 1 (0.98%) PMI Certification
Quality Assurance & Compliance
1 18 (17.65%) Data Quality
2 5 (4.90%) GDPR
3 1 (0.98%) Dodd-Frank
3 1 (0.98%) EMIR
3 1 (0.98%) MiFID
System Software
1 30 (29.41%) HDFS
2 19 (18.63%) Docker
3 5 (4.90%) Apache ZooKeeper
4 4 (3.92%) Oracle RAC
5 2 (1.96%) Hyper-V
5 2 (1.96%) KVM
5 2 (1.96%) NFS
5 2 (1.96%) SRDF
5 2 (1.96%) VMware Infrastructure
5 2 (1.96%) Xen
6 1 (0.98%) Apache Flume
Systems Management
1 24 (23.53%) Kubernetes
2 15 (14.71%) Terraform
3 8 (7.84%) Ansible
4 7 (6.86%) Hadoop YARN
5 6 (5.88%) Ambari
6 3 (2.94%) Istio
6 3 (2.94%) Oozie
7 2 (1.96%) Puppet
8 1 (0.98%) Prometheus
Vendors
1 18 (17.65%) Microsoft
2 12 (11.76%) Alteryx
2 12 (11.76%) Oracle
3 11 (10.78%) Google
4 10 (9.80%) Ab Initio
4 10 (9.80%) Hortonworks
4 10 (9.80%) MapR
5 8 (7.84%) SAP
6 7 (6.86%) Cloudera
7 5 (4.90%) Informatica
8 4 (3.92%) Databricks
8 4 (3.92%) Sybase
9 3 (2.94%) IBM
10 2 (1.96%) AppDynamics
10 2 (1.96%) Cisco
10 2 (1.96%) EMC
10 2 (1.96%) MuleSoft
10 2 (1.96%) NetApp
10 2 (1.96%) VMware
11 1 (0.98%) Dataiku