Period
to 9 April 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 9 April 2020 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
6 months to
9 Apr 2020
Same period 2019 Same period 2018
Rank 752 608 631
Rank change year-on-year -144 +23 +53
Permanent jobs citing HBase 235 621 664
As % of all permanent jobs advertised in the UK 0.20% 0.42% 0.37%
As % of the Database & Business Intelligence category 0.77% 1.47% 1.22%
Number of salaries quoted 172 495 528
Median annual salary £75,000 £75,000 £70,000
Median salary % change year-on-year - +7.14% -
10th Percentile £50,000 £49,337 £45,000
90th Percentile £97,500 £112,500 £102,500
UK excluding London median annual salary £72,500 £51,750 £60,000
% change year-on-year +40.10% -13.75% +9.09%

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 30,703 42,187 54,314
As % of all permanent IT jobs advertised in the UK 26.66% 28.31% 30.65%
Number of salaries quoted 25,095 34,584 45,285
Median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,500
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +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 9 April 2020.

Salary histogram for HBase in the UK

HBase
Top 13 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 9 April 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 -149 227 £75,000 - 17
London -187 119 £80,000 - 13
UK excluding London +121 116 £72,500 +40.10% 5
Midlands +87 69 £75,000 +3.45% 3
East Midlands +75 63 £75,000 +3.45% 1
South East +53 16 £52,500 -
South West +63 10 £46,250 -7.50% 1
Scotland +44 8 £62,500 -10.71% 1
Yorkshire +49 7 £55,000 +11.48%
North of England +34 7 £55,000 +11.48%
West Midlands +58 6 £51,250 - 2
East of England +51 6 £72,500 +36.79%
Work from Home -14 5 £72,500 +9.02% 1

For the 6 months to 9 April 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.

1 221 (94.04%) Hadoop
2 189 (80.43%) Big Data
3 176 (74.89%) Apache Spark
4 159 (67.66%) Java
5 147 (62.55%) Apache Hive
6 136 (57.87%) Agile Software Development
7 126 (53.62%) Analytics
8 111 (47.23%) Python
9 102 (43.40%) AWS
10 99 (42.13%) Scala
11 84 (35.74%) Kafka
12 83 (35.32%) Azure
13 75 (31.91%) NoSQL
14 73 (31.06%) Impala
15 71 (30.21%) MapReduce
16 70 (29.79%) Software Engineering
16 70 (29.79%) SQL
17 68 (28.94%) Apache Cassandra
18 65 (27.66%) HDFS
19 60 (25.53%) Machine Learning
19 60 (25.53%) MongoDB
20 53 (22.55%) Finance
21 52 (22.13%) GCP
22 51 (21.70%) Degree
23 48 (20.43%) Data Analytics
24 46 (19.57%) Data Science
25 43 (18.30%) Performance Tuning
26 42 (17.87%) Google
26 42 (17.87%) Web Services
27 40 (17.02%) Linux

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
1 176 (74.89%) Apache Spark
2 31 (13.19%) Elasticsearch
3 15 (6.38%) Jupyter
4 9 (3.83%) Apache Airflow
5 8 (3.40%) Tomcat
6 7 (2.98%) Apache Pig
7 6 (2.55%) Luigi
8 5 (2.13%) Oracle SOA Suite
9 4 (1.70%) Apache
9 4 (1.70%) Cloud Foundry
9 4 (1.70%) CMS
9 4 (1.70%) GemFire
10 3 (1.28%) Confluence
11 2 (0.85%) nginx
11 2 (0.85%) OpenStack
12 1 (0.43%) Apache Solr
12 1 (0.43%) Oracle Workflow
Business Applications
1 2 (0.85%) Eikon
1 2 (0.85%) SAP BPC
1 2 (0.85%) SAP S/4HANA
Cloud Services
1 102 (43.40%) AWS
2 83 (35.32%) Azure
3 52 (22.13%) GCP
4 25 (10.64%) Amazon EMR
5 15 (6.38%) Amazon Kinesis
6 13 (5.53%) Amazon S3
7 12 (5.11%) SaaS
8 9 (3.83%) Azure Data Factory
9 7 (2.98%) Cloud Computing
9 7 (2.98%) IaaS
9 7 (2.98%) PaaS
10 6 (2.55%) GitHub
11 4 (1.70%) Amazon EC2
11 4 (1.70%) Serverless
12 3 (1.28%) Amazon ECS
12 3 (1.28%) Amazon SQS
12 3 (1.28%) AWS Step Functions
13 2 (0.85%) Amazon EKS
13 2 (0.85%) Power Platform
13 2 (0.85%) Virtual Private Cloud
Communications & Networking
1 21 (8.94%) HTTP
2 14 (5.96%) SSL
3 7 (2.98%) DNS
3 7 (2.98%) TCP/IP
4 6 (2.55%) Kerberos
4 6 (2.55%) VPN
5 5 (2.13%) Firewall
6 4 (1.70%) FTP
6 4 (1.70%) HTTPS
6 4 (1.70%) Reverse Proxy
7 1 (0.43%) 5G
Database & Business Intelligence
1 221 (94.04%) Hadoop
2 189 (80.43%) Big Data
3 147 (62.55%) Apache Hive
4 75 (31.91%) NoSQL
5 73 (31.06%) Impala
6 68 (28.94%) Apache Cassandra
7 60 (25.53%) MongoDB
8 36 (15.32%) Flink
9 34 (14.47%) Amazon Redshift
9 34 (14.47%) SQL Server
10 31 (13.19%) Relational Database
11 28 (11.91%) Sqoop
12 26 (11.06%) Data Lake
13 24 (10.21%) MySQL
14 22 (9.36%) PostgreSQL
15 17 (7.23%) Apache Kudu
15 17 (7.23%) RDBMS
16 15 (6.38%) Amazon DynamoDB
17 14 (5.96%) KNIME
17 14 (5.96%) SQL Server 2016
Development Applications
1 29 (12.34%) Jenkins
2 20 (8.51%) Git (software)
3 11 (4.68%) JIRA
4 8 (3.40%) GitLab
5 6 (2.55%) Atlassian Bamboo
5 6 (2.55%) Gradle
5 6 (2.55%) IBM UrbanCode
5 6 (2.55%) Maven
5 6 (2.55%) Octopus Deploy
5 6 (2.55%) Sonatype Nexus
5 6 (2.55%) TeamCity
6 5 (2.13%) Ant
6 5 (2.13%) JUnit
6 5 (2.13%) Oracle APEX
7 4 (1.70%) git-flow
7 4 (1.70%) Postman
7 4 (1.70%) Visual Studio
7 4 (1.70%) Visual Studio Code
8 3 (1.28%) CircleCI
8 3 (1.28%) GoCD
General
1 53 (22.55%) Finance
2 14 (5.96%) Aerospace
3 13 (5.53%) Retail
4 11 (4.68%) Banking
5 10 (4.26%) Front Office
5 10 (4.26%) Marketing
6 4 (1.70%) Public Sector
7 3 (1.28%) Telecoms
8 2 (0.85%) Legal
9 1 (0.43%) Financial Institution
9 1 (0.43%) Law
9 1 (0.43%) Manufacturing
Job Titles
1 64 (27.23%) Data Engineer
2 56 (23.83%) Developer
3 51 (21.70%) Java Developer
4 40 (17.02%) Big Data Engineer
5 38 (16.17%) Architect
6 31 (13.19%) Data Architect
7 26 (11.06%) Senior Developer
7 26 (11.06%) Senior Java Developer
8 22 (9.36%) Big Data Developer
9 20 (8.51%) Agile Developer
9 20 (8.51%) Agile Java Developer
9 20 (8.51%) Senior Big Data Developer
9 20 (8.51%) Software Engineer
10 17 (7.23%) Java Engineer
10 17 (7.23%) Java Software Engineer
11 15 (6.38%) Big Data Architect
12 14 (5.96%) Big Data Software Engineer
12 14 (5.96%) Lead Developer
12 14 (5.96%) Python Engineer
13 12 (5.11%) Analytics Developer
Libraries, Frameworks & Software Standards
1 84 (35.74%) Kafka
2 42 (17.87%) Web Services
3 19 (8.09%) React
4 18 (7.66%) AngularJS
5 17 (7.23%) Spring
6 15 (6.38%) J2EE
7 12 (5.11%) NumPy
8 11 (4.68%) Elastic Stack
8 11 (4.68%) REST
8 11 (4.68%) SciPy
9 10 (4.26%) Flask
10 9 (3.83%) Lambda Expressions
11 8 (3.40%) Apache Thrift
11 8 (3.40%) Guice
11 8 (3.40%) Lucene
11 8 (3.40%) Protocol Buffers
11 8 (3.40%) Spark Streaming
12 7 (2.98%) JSON
12 7 (2.98%) Node.js
13 6 (2.55%) Spring Boot
Miscellaneous
1 30 (12.77%) Algorithms
2 28 (11.91%) Public Cloud
3 17 (7.23%) Analytical Skills
4 16 (6.81%) Enterprise Software
5 13 (5.53%) Virtual Team
6 12 (5.11%) Self-Motivation
7 10 (4.26%) Pricing Data
8 8 (3.40%) Cloud Native
8 8 (3.40%) Data Structures
9 6 (2.55%) Data Centre
9 6 (2.55%) Hedge funds
9 6 (2.55%) Management Information System
9 6 (2.55%) PKI
10 5 (2.13%) Foreign Exchange (FX)
11 3 (1.28%) Mobile App
11 3 (1.28%) Reference Data
12 2 (0.85%) Equities
12 2 (0.85%) Hybrid Cloud
12 2 (0.85%) PMI
12 2 (0.85%) Replication
Operating Systems
1 40 (17.02%) Linux
2 19 (8.09%) Unix
3 5 (2.13%) Windows
4 3 (1.28%) Android
4 3 (1.28%) Apple iOS
5 2 (0.85%) Red Hat Enterprise Linux
Processes & Methodologies
1 136 (57.87%) Agile Software Development
2 126 (53.62%) Analytics
3 71 (30.21%) MapReduce
4 70 (29.79%) Software Engineering
5 60 (25.53%) Machine Learning
6 48 (20.43%) Data Analytics
7 46 (19.57%) Data Science
8 43 (18.30%) Performance Tuning
9 37 (15.74%) Scrum
10 36 (15.32%) Problem-Solving
11 34 (14.47%) DevOps
12 32 (13.62%) Data Analysis
13 31 (13.19%) Creative Thinking
14 29 (12.34%) Open Source
15 28 (11.91%) Business Intelligence
15 28 (11.91%) ETL
16 27 (11.49%) Microservices
17 26 (11.06%) Continuous Integration
18 25 (10.64%) Computer Science
18 25 (10.64%) Mentoring
Programming Languages
1 159 (67.66%) Java
2 111 (47.23%) Python
3 99 (42.13%) Scala
4 70 (29.79%) SQL
5 37 (15.74%) C++
6 25 (10.64%) Bash Shell
7 22 (9.36%) C#
7 22 (9.36%) Perl
8 21 (8.94%) R
9 18 (7.66%) JavaScript
10 11 (4.68%) Shell Script
11 10 (4.26%) Ruby
12 7 (2.98%) Java 8
13 6 (2.55%) AWK
13 6 (2.55%) Korn
13 6 (2.55%) PL/SQL
13 6 (2.55%) sed
14 3 (1.28%) HiveQL
15 2 (0.85%) Groovy
15 2 (0.85%) T-SQL
Qualifications
1 51 (21.70%) Degree
2 22 (9.36%) Computer Science Degree
3 16 (6.81%) Security Cleared
4 14 (5.96%) AWS Certification
4 14 (5.96%) SC Cleared
5 4 (1.70%) Master's Degree
6 2 (0.85%) ACCA
6 2 (0.85%) CIMA
6 2 (0.85%) DV Cleared
6 2 (0.85%) PMI Certification
7 1 (0.43%) PhD
Quality Assurance & Compliance
1 16 (6.81%) Data Quality
2 8 (3.40%) QA
3 3 (1.28%) GDPR
4 2 (0.85%) ISO/IEC 27001
System Software
1 65 (27.66%) HDFS
2 36 (15.32%) Docker
3 27 (11.49%) Apache ZooKeeper
4 13 (5.53%) Apache Flume
5 2 (0.85%) Varnish
6 1 (0.43%) Hyper-V
6 1 (0.43%) VMware Infrastructure
Systems Management
1 39 (16.60%) Hadoop YARN
2 36 (15.32%) Oozie
3 16 (6.81%) Ansible
4 15 (6.38%) Kubernetes
5 11 (4.68%) Puppet
6 7 (2.98%) Grafana
7 6 (2.55%) Ambari
7 6 (2.55%) Prometheus
7 6 (2.55%) Single Sign-On
8 5 (2.13%) Data Guard
8 5 (2.13%) Mesos
8 5 (2.13%) Oracle Enterprise Manager
8 5 (2.13%) Oracle RMAN
9 4 (1.70%) Kibana
9 4 (1.70%) Terraform
10 3 (1.28%) Opscode Chef
11 2 (0.85%) Graphite
11 2 (0.85%) Nagios
11 2 (0.85%) Opsview
Vendors
1 42 (17.87%) Google
2 36 (15.32%) Oracle
3 30 (12.77%) Splunk
4 29 (12.34%) Microsoft
5 17 (7.23%) Cloudera
6 10 (4.26%) Databricks
6 10 (4.26%) Hortonworks
7 6 (2.55%) Informatica
7 6 (2.55%) Tableau
7 6 (2.55%) Talend
8 5 (2.13%) Red Hat
9 4 (1.70%) CA Agile Central
9 4 (1.70%) IBM
10 2 (0.85%) Anaplan
10 2 (0.85%) Cognos
10 2 (0.85%) Hyperion
10 2 (0.85%) Remedy
10 2 (0.85%) SAP
10 2 (0.85%) Sybase
11 1 (0.43%) StreamSets