Period
to 27 September 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for HBase skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited HBase over the 6 months to 27 September 2021 with a comparison to the same period in the previous 2 years.

Apache HBase
England > London
6 months to
27 Sep 2021
Same period 2020 Same period 2019
Rank 621 405 548
Rank change year-on-year -216 +143 +8
Permanent jobs citing HBase 93 58 198
As % of all permanent jobs advertised in London 0.19% 0.30% 0.36%
As % of the Database & Business Intelligence category 0.59% 1.02% 1.23%
Number of salaries quoted 57 53 170
10th Percentile £55,000 £48,000 £56,250
25th Percentile £75,000 £57,500 £65,000
Median annual salary (50th Percentile) £100,000 £90,000 £80,000
Median % change year-on-year +11.11% +12.50% -1.54%
75th Percentile £120,000 £105,000 £90,000
90th Percentile " £127,500 £111,250
England median annual salary £85,000 £85,000 £72,500
% change year-on-year - +17.24% -3.33%

HBase is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 15,684 5,660 16,135
As % of all permanent IT jobs advertised in London 32.00% 28.90% 28.98%
Number of salaries quoted 9,358 4,753 13,460
10th Percentile £45,000 £42,500 £37,500
25th Percentile £53,750 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £87,500 £82,500
90th Percentile £107,500 £106,000 £97,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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
Salary Trend in London

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

Salary trend for HBase in London

HBase
Salary Histogram in London

Salary distribution for jobs citing HBase in London over the 6 months to 27 September 2021.

Salary histogram for HBase in London

HBase
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the London region over the 6 months to 27 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -52 10 £95,000 +38.18% 4
West London - 3 - -
East London -17 1 £110,000 +48.15%
HBase
England

For the 6 months to 27 September 2021, IT 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 permanent job ads across the London region with a requirement for HBase.

1 86 (92.47%) Hadoop
2 72 (77.42%) Apache Spark
3 65 (69.89%) Apache Hive
4 62 (66.67%) Big Data
5 51 (54.84%) Java
6 50 (53.76%) Kafka
7 46 (49.46%) Agile Software Development
8 41 (44.09%) SQL
9 34 (36.56%) MongoDB
10 31 (33.33%) Data Lake
11 29 (31.18%) Apache Cassandra
11 29 (31.18%) NoSQL
12 28 (30.11%) Splunk
12 28 (30.11%) Analytics
12 28 (30.11%) Jenkins
12 28 (30.11%) Docker
12 28 (30.11%) Kubernetes
13 26 (27.96%) Git (software)
14 25 (26.88%) Python
14 25 (26.88%) TDD
14 25 (26.88%) Telecoms
15 24 (25.81%) Spring
15 24 (25.81%) Multithreading
15 24 (25.81%) GCP
15 24 (25.81%) Databricks
15 24 (25.81%) Technical Leadership
16 23 (24.73%) Microservices
16 23 (24.73%) AWS
16 23 (24.73%) Stakeholder Management
16 23 (24.73%) Wireless

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 72 (77.42%) Apache Spark
2 19 (20.43%) Elasticsearch
3 11 (11.83%) Apache
4 7 (7.53%) Apache Pig
5 5 (5.38%) SAS
6 4 (4.30%) Apache Airflow
7 3 (3.23%) OpenStack
Applications
1 1 (1.08%) SPSS
1 1 (1.08%) Weka
Business Applications
1 1 (1.08%) SAP Oil and Gas
Cloud Services
1 24 (25.81%) GCP
2 23 (24.73%) AWS
3 17 (18.28%) Azure
4 11 (11.83%) Cloud Computing
4 11 (11.83%) OpenShift
5 4 (4.30%) Amazon ECS
5 4 (4.30%) Amazon Kinesis
5 4 (4.30%) SaaS
6 3 (3.23%) Amazon EC2
6 3 (3.23%) GitHub
6 3 (3.23%) IaaS
6 3 (3.23%) IBM Cloud
6 3 (3.23%) PaaS
7 2 (2.15%) Amazon EMR
7 2 (2.15%) Amazon S3
8 1 (1.08%) AWS CloudFormation
8 1 (1.08%) Azure Cosmos DB
8 1 (1.08%) Azure Synapse Analytics
8 1 (1.08%) Power Platform
8 1 (1.08%) Serverless
Communications & Networking
1 23 (24.73%) Wireless
2 16 (17.20%) HTTP
3 12 (12.90%) Internet
4 9 (9.68%) SMS
5 4 (4.30%) Sourcefire
5 4 (4.30%) TCP/IP
6 1 (1.08%) Broadband
6 1 (1.08%) DNS
Database & Business Intelligence
1 86 (92.47%) Hadoop
2 65 (69.89%) Apache Hive
3 62 (66.67%) Big Data
4 34 (36.56%) MongoDB
5 31 (33.33%) Data Lake
6 29 (31.18%) Apache Cassandra
6 29 (31.18%) NoSQL
7 17 (18.28%) Relational Database
8 12 (12.90%) BigQuery
8 12 (12.90%) Data Warehouse
9 11 (11.83%) ArangoDB
9 11 (11.83%) DB2
10 10 (10.75%) Flink
11 9 (9.68%) Impala
12 7 (7.53%) Redis
13 6 (6.45%) Amazon Redshift
14 4 (4.30%) Metadata
14 4 (4.30%) Presto
14 4 (4.30%) RDBMS
15 3 (3.23%) Parquet
Development Applications
1 28 (30.11%) Jenkins
2 26 (27.96%) Git (software)
3 20 (21.51%) Maven
4 9 (9.68%) Eclipse
4 9 (9.68%) IBM UrbanCode
4 9 (9.68%) IntelliJ
4 9 (9.68%) Postman
4 9 (9.68%) SoapUI
5 4 (4.30%) TeamCity
6 3 (3.23%) Bitbucket
7 2 (2.15%) GitLab
7 2 (2.15%) JIRA
7 2 (2.15%) Sonatype Nexus
8 1 (1.08%) Visual Studio
8 1 (1.08%) Visual Studio Team System
General
1 25 (26.88%) Telecoms
2 19 (20.43%) Finance
3 13 (13.98%) Banking
4 11 (11.83%) Social Skills
5 9 (9.68%) Analytical Skills
6 6 (6.45%) Retail Banking
7 4 (4.30%) Law
8 3 (3.23%) Inclusion and Diversity
9 2 (2.15%) Investment Banking
9 2 (2.15%) Presentation Skills
10 1 (1.08%) Documentation Skills
10 1 (1.08%) Financial Institution
10 1 (1.08%) Marketing
10 1 (1.08%) Publishing
Job Titles
1 36 (38.71%) Architect
2 32 (34.41%) Data Architect
3 24 (25.81%) Big Data Architect
4 20 (21.51%) Developer
5 13 (13.98%) Java Engineer
6 12 (12.90%) Java Developer
7 9 (9.68%) Senior Java Engineer
8 8 (8.60%) Consultant
8 8 (8.60%) Data Engineer
9 6 (6.45%) Big Data Engineer
9 6 (6.45%) Data Consultant
9 6 (6.45%) Software Engineer
10 5 (5.38%) Azure Architect
11 4 (4.30%) Applications Architect
11 4 (4.30%) Hadoop Consultant
11 4 (4.30%) Principal Consultant
11 4 (4.30%) Security Consultant
11 4 (4.30%) Senior Data Engineer
11 4 (4.30%) Senior Developer
11 4 (4.30%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 50 (53.76%) Kafka
2 24 (25.81%) Spring
3 20 (21.51%) Spring Boot
4 19 (20.43%) Lucene
5 18 (19.35%) JSON
6 15 (16.13%) Apache Thrift
6 15 (16.13%) Protocol Buffers
7 14 (15.05%) REST
7 14 (15.05%) XMPP
8 12 (12.90%) Guice
8 12 (12.90%) Vert.x
9 11 (11.83%) Web Services
9 11 (11.83%) WebRTC
10 9 (9.68%) SOAP
11 8 (8.60%) HTML
12 7 (7.53%) XML
13 6 (6.45%) J2EE
14 5 (5.38%) Apache Beam
14 5 (5.38%) React
14 5 (5.38%) RESTful
Miscellaneous
1 16 (17.20%) Virtual Team
2 11 (11.83%) Algorithms
3 8 (8.60%) Data Structures
3 8 (8.60%) Social Media
3 8 (8.60%) Social Network
4 7 (7.53%) Public Cloud
5 6 (6.45%) Cloud Native
5 6 (6.45%) Online Banking
6 4 (4.30%) Cyber Defence
6 4 (4.30%) Internet of Things
6 4 (4.30%) Linux Command Line
6 4 (4.30%) Private Cloud
7 3 (3.23%) Life Science
7 3 (3.23%) User Experience
8 2 (2.15%) Enterprise Cloud
8 2 (2.15%) Management Information System
8 2 (2.15%) Reference Data
9 1 (1.08%) Data Centre
9 1 (1.08%) Hedge funds
9 1 (1.08%) Legacy Systems
Operating Systems
1 21 (22.58%) Linux
2 12 (12.90%) Unix
3 5 (5.38%) Windows
4 3 (3.23%) DC/OS
Processes & Methodologies
1 46 (49.46%) Agile Software Development
2 28 (30.11%) Analytics
3 25 (26.88%) TDD
4 24 (25.81%) Multithreading
4 24 (25.81%) Technical Leadership
5 23 (24.73%) Microservices
5 23 (24.73%) Stakeholder Management
6 21 (22.58%) DevOps
7 20 (21.51%) ETL
8 18 (19.35%) Data Modelling
9 15 (16.13%) API Development
9 15 (16.13%) Computer Science
10 13 (13.98%) Dependency Injection
11 12 (12.90%) Machine Learning
11 12 (12.90%) Mentoring
11 12 (12.90%) Migration
12 11 (11.83%) Data Acquisition
12 11 (11.83%) Problem-Solving
13 10 (10.75%) Continuous Integration
13 10 (10.75%) Data Governance
Programming Languages
1 51 (54.84%) Java
2 41 (44.09%) SQL
3 25 (26.88%) Python
4 13 (13.98%) Scala
5 9 (9.68%) PL/SQL
6 8 (8.60%) JavaScript
6 8 (8.60%) Shell Script
7 4 (4.30%) Perl
7 4 (4.30%) R
8 3 (3.23%) Bash Shell
8 3 (3.23%) Clojure
8 3 (3.23%) Haskell
8 3 (3.23%) Java 8
9 2 (2.15%) Ruby
10 1 (1.08%) MATLAB
Qualifications
1 5 (5.38%) Computer Science Degree
1 5 (5.38%) Degree
2 2 (2.15%) TOGAF Certification
3 1 (1.08%) SC Cleared
3 1 (1.08%) Security Cleared
Quality Assurance & Compliance
1 8 (8.60%) Data Quality
2 3 (3.23%) QA
System Software
1 28 (30.11%) Docker
2 17 (18.28%) Apache ZooKeeper
3 16 (17.20%) HDFS
4 5 (5.38%) Apache Flume
Systems Management
1 28 (30.11%) Kubernetes
2 15 (16.13%) Ansible
3 4 (4.30%) Hadoop YARN
3 4 (4.30%) Terraform
4 3 (3.23%) Apache Brooklyn
4 3 (3.23%) Marathon
4 3 (3.23%) Mesos
5 1 (1.08%) Consul
5 1 (1.08%) Grafana
5 1 (1.08%) Opscode Chef
5 1 (1.08%) Prometheus
Vendors
1 28 (30.11%) Splunk
2 24 (25.81%) Databricks
3 13 (13.98%) Google
4 12 (12.90%) Cisco
5 10 (10.75%) Oracle
6 5 (5.38%) Cloudera
7 4 (4.30%) IBM
8 3 (3.23%) Hortonworks
8 3 (3.23%) MapR
9 2 (2.15%) Ab Initio
9 2 (2.15%) Cognos
9 2 (2.15%) MKS
9 2 (2.15%) Talend
10 1 (1.08%) Alteryx
10 1 (1.08%) Informatica
10 1 (1.08%) Microsoft
10 1 (1.08%) MicroStrategy
10 1 (1.08%) SAP