Period
to 24 October 2020

The following table provides summary statistics for permanent job vacancies 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 24 October 2020 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
6 months to
24 Oct 2020
Same period 2019 Same period 2018
Rank 603 782 699
Rank change year-on-year +179 -83 +74
Permanent jobs citing HBase 86 299 479
As % of all permanent jobs advertised in the UK 0.18% 0.22% 0.29%
As % of the Database & Business Intelligence category 0.62% 0.81% 0.98%
Number of salaries quoted 75 259 352
Median annual salary £75,000 £70,000 £75,000
Median salary % change year-on-year +7.14% -6.67% +15.38%
10th Percentile £47,250 £49,220 £48,750
90th Percentile £105,000 £95,250 £112,500
UK excluding London median annual salary £70,500 £60,000 £65,000
% change year-on-year +17.50% -7.69% +13.04%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 13,919 37,077 48,760
As % of all permanent IT jobs advertised in the UK 28.51% 27.16% 29.63%
Number of salaries quoted 11,735 30,467 39,767
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +4.17%
10th Percentile £33,750 £31,250 £31,250
90th Percentile £88,250 £86,250 £82,500
UK excluding London median annual salary £48,000 £45,000 £45,000
% change year-on-year +6.67% - +5.88%

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
Salary Trend

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

Salary trend for HBase in the UK

HBase
Salary Histogram

Salary distribution for jobs citing HBase over the 6 months to 24 October 2020.

Salary histogram for HBase in the UK

HBase
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the UK over the 6 months to 24 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +179 83 £76,250 +5.17% 6
London +145 50 £85,000 +6.25% 2
UK excluding London +230 36 £70,500 +17.50% 5
Midlands +91 24 £70,500 +17.50% 1
East Midlands +61 23 £70,500 +17.50% 1
South East +204 5 £76,000 +1.33% 3
North of England +165 3 £50,000 -
Yorkshire +120 3 £50,000 -
Scotland +87 3 £57,500 +11.06% 1
Work from Home +28 3 £52,250 -12.92% 2
East of England +135 1 £90,000 +28.57%
West Midlands +103 1 - -

For the 6 months to 24 October 2020, 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 with a requirement for HBase.

1 73 (84.88%) Hadoop
2 64 (74.42%) Big Data
3 52 (60.47%) Java
4 45 (52.33%) Agile Software Development
4 45 (52.33%) Apache Hive
5 42 (48.84%) Apache Spark
6 39 (45.35%) Kafka
7 37 (43.02%) HDFS
8 35 (40.70%) Finance
9 33 (38.37%) Python
10 31 (36.05%) ETL
10 31 (36.05%) SQL
11 29 (33.72%) Data Lake
12 28 (32.56%) DevOps
13 27 (31.40%) AWS
14 26 (30.23%) Analytics
15 24 (27.91%) Hadoop YARN
16 23 (26.74%) Apache ZooKeeper
17 22 (25.58%) Cloudera
17 22 (25.58%) Data Modelling
17 22 (25.58%) Microservices
18 21 (24.42%) Impala
18 21 (24.42%) NoSQL
19 20 (23.26%) Degree
20 19 (22.09%) Business Intelligence
20 19 (22.09%) Continuous Integration
20 19 (22.09%) Relational Database
20 19 (22.09%) Problem-Solving
21 17 (19.77%) RDBMS
21 17 (19.77%) Data Governance

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 42 (48.84%) Apache Spark
2 13 (15.12%) Elasticsearch
3 6 (6.98%) CMS
3 6 (6.98%) Jupyter
4 4 (4.65%) Apache
4 4 (4.65%) Confluence
4 4 (4.65%) nginx
4 4 (4.65%) Tomcat
5 3 (3.49%) Apache Pig
6 2 (2.33%) Apache Solr
7 1 (1.16%) Cloud Foundry
Business Applications
1 4 (4.65%) Eikon
Cloud Services
1 27 (31.40%) AWS
2 14 (16.28%) Azure
3 12 (13.95%) SaaS
4 10 (11.63%) Amazon S3
5 8 (9.30%) AWS Lambda
5 8 (9.30%) GCP
5 8 (9.30%) Serverless
6 6 (6.98%) Amazon ECS
7 5 (5.81%) Amazon EC2
7 5 (5.81%) Power Platform
8 4 (4.65%) Amazon EKS
8 4 (4.65%) Amazon EMR
8 4 (4.65%) Amazon Kinesis
9 3 (3.49%) Amazon SQS
9 3 (3.49%) Azure Active Directory
9 3 (3.49%) IaaS
9 3 (3.49%) Logic Apps
9 3 (3.49%) PaaS
10 2 (2.33%) Amazon SageMaker
10 2 (2.33%) Azure Data Factory
Communications & Networking
1 10 (11.63%) HTTP
2 6 (6.98%) FTP
3 3 (3.49%) Kerberos
3 3 (3.49%) SSL
3 3 (3.49%) Wireless
4 2 (2.33%) Firewall
4 2 (2.33%) HTTPS
5 1 (1.16%) Network Security
Database & Business Intelligence
1 73 (84.88%) Hadoop
2 64 (74.42%) Big Data
3 45 (52.33%) Apache Hive
4 29 (33.72%) Data Lake
5 21 (24.42%) Impala
5 21 (24.42%) NoSQL
6 19 (22.09%) Relational Database
7 17 (19.77%) RDBMS
8 15 (17.44%) Apache Cassandra
9 14 (16.28%) MongoDB
9 14 (16.28%) SQL Server
9 14 (16.28%) Sqoop
10 13 (15.12%) Spark SQL
11 12 (13.95%) MySQL
12 11 (12.79%) PostgreSQL
13 10 (11.63%) Amazon Redshift
14 7 (8.14%) Data Warehouse
14 7 (8.14%) Parquet
15 6 (6.98%) Flink
15 6 (6.98%) Tableau
Development Applications
1 12 (13.95%) Git (software)
2 11 (12.79%) JIRA
3 10 (11.63%) Jenkins
4 4 (4.65%) JUnit
5 2 (2.33%) ER Studio
5 2 (2.33%) ERwin
6 1 (1.16%) Oracle Forms
6 1 (1.16%) Visual Studio Team System
General
1 35 (40.70%) Finance
2 13 (15.12%) Front Office
3 6 (6.98%) Banking
4 4 (4.65%) Telecoms
5 2 (2.33%) Manufacturing
5 2 (2.33%) Pharmaceutical
5 2 (2.33%) Public Sector
6 1 (1.16%) Financial Institution
6 1 (1.16%) Retail
Job Titles
1 40 (46.51%) Developer
2 26 (30.23%) Architect
3 24 (27.91%) Data Architect
4 18 (20.93%) Data Engineer
4 18 (20.93%) Java Developer
5 10 (11.63%) Big Data Architect
6 9 (10.47%) Big Data Developer
6 9 (10.47%) Senior Architect
6 9 (10.47%) Senior Data Architect
6 9 (10.47%) Senior Developer
7 8 (9.30%) ETL Developer
8 7 (8.14%) Python Engineer
9 6 (6.98%) AWS Engineer
10 5 (5.81%) Ab Initio Developer
10 5 (5.81%) Big Data Engineer
10 5 (5.81%) Kubernetes Engineer
11 4 (4.65%) AWS Developer
11 4 (4.65%) C# Developer
11 4 (4.65%) Senior Data Engineer
11 4 (4.65%) Solutions Architect
Libraries, Frameworks & Software Standards
1 39 (45.35%) Kafka
2 14 (16.28%) Spring
3 13 (15.12%) AngularJS
3 13 (15.12%) Web Services
4 12 (13.95%) React
4 12 (13.95%) REST
4 12 (13.95%) Samza
5 11 (12.79%) JSON
6 10 (11.63%) J2EE
7 8 (9.30%) Apache Thrift
7 8 (9.30%) Guice
7 8 (9.30%) Lucene
7 8 (9.30%) NumPy
7 8 (9.30%) Pandas
7 8 (9.30%) Protocol Buffers
8 7 (8.14%) Hibernate
8 7 (8.14%) Node.js
8 7 (8.14%) SOAP
9 6 (6.98%) HTML
10 5 (5.81%) XML
Miscellaneous
1 12 (13.95%) Analytical Skills
2 7 (8.14%) Algorithms
3 5 (5.81%) Cloud Native
3 5 (5.81%) Pricing Data
4 4 (4.65%) Credit Risk
4 4 (4.65%) Data Centre
4 4 (4.65%) Private Cloud
4 4 (4.65%) Replication
4 4 (4.65%) Self-Motivation
5 3 (3.49%) User Experience
6 1 (1.16%) Equities
6 1 (1.16%) FMCG
6 1 (1.16%) Foreign Exchange (FX)
6 1 (1.16%) Hedge funds
6 1 (1.16%) Hybrid Cloud
6 1 (1.16%) Reference Data
6 1 (1.16%) Virtual Team
Operating Systems
1 14 (16.28%) Linux
2 13 (15.12%) Unix
Processes & Methodologies
1 45 (52.33%) Agile Software Development
2 31 (36.05%) ETL
3 28 (32.56%) DevOps
4 26 (30.23%) Analytics
5 22 (25.58%) Data Modelling
5 22 (25.58%) Microservices
6 19 (22.09%) Business Intelligence
6 19 (22.09%) Continuous Integration
6 19 (22.09%) Problem-Solving
7 17 (19.77%) Data Governance
8 16 (18.60%) Dependency Injection
9 15 (17.44%) Computer Science
9 15 (17.44%) Scrum
10 14 (16.28%) Data Science
11 13 (15.12%) Data Engineering
12 12 (13.95%) Data Analysis
12 12 (13.95%) Multithreading
13 11 (12.79%) Data Analytics
13 11 (12.79%) Data Development
13 11 (12.79%) Technical Leadership
Programming Languages
1 52 (60.47%) Java
2 33 (38.37%) Python
3 31 (36.05%) SQL
4 16 (18.60%) Scala
5 13 (15.12%) JavaScript
6 6 (6.98%) C#
7 5 (5.81%) R
7 5 (5.81%) Shell Script
8 4 (4.65%) Java 8
9 3 (3.49%) C++
10 2 (2.33%) Bash Shell
10 2 (2.33%) T-SQL
11 1 (1.16%) C
11 1 (1.16%) HiveQL
11 1 (1.16%) PL/SQL
Qualifications
1 20 (23.26%) Degree
2 9 (10.47%) Security Cleared
3 8 (9.30%) SC Cleared
4 6 (6.98%) Computer Science Degree
4 6 (6.98%) Master's Degree
Quality Assurance & Compliance
1 15 (17.44%) Data Quality
2 5 (5.81%) Sarbanes-Oxley
3 1 (1.16%) PMO
3 1 (1.16%) QA
System Software
1 37 (43.02%) HDFS
2 23 (26.74%) Apache ZooKeeper
3 12 (13.95%) Docker
4 4 (4.65%) Varnish
5 1 (1.16%) Active Directory
5 1 (1.16%) Apache Flume
5 1 (1.16%) Virtual Machines
Systems Management
1 24 (27.91%) Hadoop YARN
2 10 (11.63%) Kubernetes
3 7 (8.14%) Terraform
4 6 (6.98%) Kibana
5 3 (3.49%) Ansible
6 2 (2.33%) Ambari
6 2 (2.33%) Oozie
6 2 (2.33%) Single Sign-On
7 1 (1.16%) Mesos
Vendors
1 22 (25.58%) Cloudera
2 14 (16.28%) Oracle
3 10 (11.63%) Ab Initio
4 9 (10.47%) Teradata
5 7 (8.14%) Databricks
5 7 (8.14%) Talend
6 6 (6.98%) Hortonworks
6 6 (6.98%) IBM
7 5 (5.81%) MapR
8 4 (4.65%) Google
8 4 (4.65%) Informatica
9 3 (3.49%) Solace
10 2 (2.33%) Microsoft
11 1 (1.16%) Alteryx
11 1 (1.16%) Remedy
11 1 (1.16%) Splunk
11 1 (1.16%) TIBCO