Period
to 19 January 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 19 January 2020 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
6 months to
19 Jan 2020
Same period 2019 Same period 2018
Rank 782 618 694
Rank change year-on-year -164 +76 -4
Permanent jobs citing HBase 231 583 562
As % of all permanent IT jobs advertised in the UK 0.19% 0.39% 0.32%
As % of the Database & Business Intelligence category 0.69% 1.35% 1.06%
Number of salaries quoted 187 417 471
UK median annual salary £72,500 £75,000 £70,000
Median salary % change year-on-year -3.33% +7.14% -
10th Percentile £50,000 £49,337 £42,500
90th Percentile £91,000 £110,000 £101,250
UK excluding London median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - +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 33,382 43,157 53,147
As % of all permanent IT jobs advertised in the UK 26.82% 28.65% 30.53%
Number of salaries quoted 27,405 35,471 44,053
UK median annual salary £52,500 £52,500 £48,000
Median salary % change year-on-year - +9.38% +1.05%
10th Percentile £32,039 £31,250 £30,000
90th Percentile £88,750 £85,000 £77,500
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 percentage of all IT jobs advertised.

Job vacancy trend for HBase in the UK

HBase
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing HBase.

Salary trend for HBase in the UK

HBase
Salary Histogram

The salary distribution of IT jobs citing HBase over the 6 months to 19 January 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 19 January 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 -186 217 £73,250 -2.33% 38
UK excluding London +55 123 £70,000 +16.67% 17
London -181 108 £80,000 - 22
Midlands +74 76 £72,500 -14.71% 1
East Midlands +56 72 £72,500 -14.71%
Scotland +41 14 £53,550 +2.00% 1
South East +28 14 £52,500 - 9
East of England +67 8 £72,500 +3.57%
Yorkshire +46 7 £55,000 +11.48% 3
North of England +29 7 £55,000 +11.48% 3
West Midlands +17 4 £50,000 - 1
South West +9 4 £52,500 +5.00% 3

For the 6 months to 19 January 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.

1 219 (94.81%) Hadoop
2 185 (80.09%) Big Data
3 174 (75.32%) Apache Spark
4 161 (69.70%) Apache Hive
5 141 (61.04%) Java
6 123 (53.25%) Agile Software Development
7 102 (44.16%) Impala
8 100 (43.29%) Scala
9 98 (42.42%) Python
10 97 (41.99%) AWS
11 88 (38.10%) Analytics
12 72 (31.17%) Kafka
13 68 (29.44%) Azure
14 67 (29.00%) HDFS
15 65 (28.14%) NoSQL
16 62 (26.84%) MapReduce
17 60 (25.97%) Software Engineering
18 59 (25.54%) Hadoop YARN
19 55 (23.81%) SQL
20 54 (23.38%) Machine Learning
21 49 (21.21%) Linux
22 47 (20.35%) GCP
23 46 (19.91%) Amazon Redshift
23 46 (19.91%) Oozie
24 44 (19.05%) Data Science
24 44 (19.05%) Finance
25 43 (18.61%) Google
26 42 (18.18%) ETL
26 42 (18.18%) Flink
27 38 (16.45%) Apache Cassandra

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
1 174 (75.32%) Apache Spark
2 24 (10.39%) Elasticsearch
3 12 (5.19%) Apache Airflow
3 12 (5.19%) Luigi
4 10 (4.33%) Tomcat
5 9 (3.90%) Apache Pig
5 9 (3.90%) Apache Solr
6 5 (2.16%) Apache
6 5 (2.16%) Jupyter
7 2 (0.87%) nginx
7 2 (0.87%) OpenStack
8 1 (0.43%) Oracle Workflow
Applications
1 1 (0.43%) Microsoft Project
Business Applications
1 2 (0.87%) Eikon
2 1 (0.43%) Adobe Campaign
2 1 (0.43%) SAP BPC
2 1 (0.43%) SAP S/4HANA
Cloud Services
1 97 (41.99%) AWS
2 68 (29.44%) Azure
3 47 (20.35%) GCP
4 23 (9.96%) Amazon EMR
5 21 (9.09%) Amazon S3
6 20 (8.66%) Amazon Kinesis
7 18 (7.79%) Azure Data Factory
8 13 (5.63%) IaaS
8 13 (5.63%) PaaS
9 12 (5.19%) Amazon ECS
10 5 (2.16%) Cloud Computing
10 5 (2.16%) SaaS
10 5 (2.16%) Serverless
11 4 (1.73%) GitHub
12 3 (1.30%) AWS Lambda
13 2 (0.87%) Amazon EC2
13 2 (0.87%) Amazon EKS
14 1 (0.43%) Azure Machine Learning
Communications & Networking
1 19 (8.23%) HTTP
2 13 (5.63%) Kerberos
3 12 (5.19%) SSL
3 12 (5.19%) VPN
4 11 (4.76%) Firewall
5 7 (3.03%) HTTPS
6 5 (2.16%) DNS
6 5 (2.16%) TCP/IP
7 1 (0.43%) Internet
Database & Business Intelligence
1 219 (94.81%) Hadoop
2 185 (80.09%) Big Data
3 161 (69.70%) Apache Hive
4 102 (44.16%) Impala
5 65 (28.14%) NoSQL
6 46 (19.91%) Amazon Redshift
7 42 (18.18%) Flink
8 38 (16.45%) Apache Cassandra
9 36 (15.58%) MongoDB
10 28 (12.12%) BigQuery
10 28 (12.12%) Data Lake
11 26 (11.26%) Sqoop
12 25 (10.82%) PostgreSQL
13 24 (10.39%) Relational Database
14 23 (9.96%) MySQL
15 18 (7.79%) Amazon DynamoDB
16 17 (7.36%) HDInsight
17 14 (6.06%) Amazon Athena
17 14 (6.06%) Data Warehouse
18 13 (5.63%) SQL Server
Development Applications
1 21 (9.09%) Jenkins
2 18 (7.79%) Git (software)
3 7 (3.03%) Octopus Deploy
3 7 (3.03%) TeamCity
4 6 (2.60%) Atlassian Bamboo
4 6 (2.60%) GitLab
4 6 (2.60%) Gradle
4 6 (2.60%) Oracle APEX
5 4 (1.73%) JIRA
5 4 (1.73%) Maven
6 2 (0.87%) Eclipse
6 2 (0.87%) IntelliJ
6 2 (0.87%) NetBeans
7 1 (0.43%) GoCD
7 1 (0.43%) IBM UrbanCode
7 1 (0.43%) RStudio
7 1 (0.43%) SonarQube
7 1 (0.43%) Sonatype Nexus
General
1 44 (19.05%) Finance
2 11 (4.76%) Law
3 8 (3.46%) Retail
4 6 (2.60%) Banking
4 6 (2.60%) Front Office
5 5 (2.16%) Public Sector
6 3 (1.30%) Legal
6 3 (1.30%) Marketing
7 2 (0.87%) Telecoms
8 1 (0.43%) Advertising
8 1 (0.43%) Financial Institution
8 1 (0.43%) Manufacturing
8 1 (0.43%) Retail Banking
Job Titles
1 71 (30.74%) Developer
2 61 (26.41%) Java Developer
3 52 (22.51%) Data Engineer
4 39 (16.88%) Agile Developer
4 39 (16.88%) Agile Java Developer
5 32 (13.85%) Big Data Engineer
6 31 (13.42%) Architect
7 29 (12.55%) Data Architect
8 26 (11.26%) Big Data Developer
8 26 (11.26%) Senior Developer
8 26 (11.26%) Senior Java Developer
9 21 (9.09%) Senior Big Data Developer
10 17 (7.36%) Cloud Architect
10 17 (7.36%) Software Engineer
11 16 (6.93%) Consultant
12 15 (6.49%) Java Engineer
12 15 (6.49%) Java Software Engineer
13 14 (6.06%) Senior Agile Developer
13 14 (6.06%) Senior Agile Java Developer
14 13 (5.63%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 72 (31.17%) Kafka
2 21 (9.09%) Web Services
3 17 (7.36%) Lambda Expressions
4 13 (5.63%) OAuth
5 12 (5.19%) Elastic Stack
5 12 (5.19%) LDAP
5 12 (5.19%) SAML
6 11 (4.76%) Apache Beam
6 11 (4.76%) REST
7 10 (4.33%) AngularJS
7 10 (4.33%) Apache NiFi
7 10 (4.33%) Spring
8 8 (3.46%) J2EE
8 8 (3.46%) Node.js
8 8 (3.46%) React
9 5 (2.16%) Flask
9 5 (2.16%) JSON
9 5 (2.16%) NumPy
9 5 (2.16%) SciPy
10 4 (1.73%) SOAP
Miscellaneous
1 38 (16.45%) Algorithms
2 22 (9.52%) Public Cloud
3 18 (7.79%) Analytical Skills
4 16 (6.93%) Data Structures
5 12 (5.19%) Data Centre
6 10 (4.33%) Virtual Team
7 9 (3.90%) Enterprise Software
8 8 (3.46%) Self-Motivation
9 6 (2.60%) Management Information System
10 5 (2.16%) PKI
10 5 (2.16%) Pricing Data
11 3 (1.30%) Cloud Native
11 3 (1.30%) Hedge funds
11 3 (1.30%) Replication
12 2 (0.87%) Linked Data
12 2 (0.87%) NHS
12 2 (0.87%) Reference Data
12 2 (0.87%) Tandem
13 1 (0.43%) CUDA
13 1 (0.43%) Greenfield Project
Operating Systems
1 49 (21.21%) Linux
2 20 (8.66%) Unix
3 1 (0.43%) Windows
Processes & Methodologies
1 123 (53.25%) Agile Software Development
2 88 (38.10%) Analytics
3 62 (26.84%) MapReduce
4 60 (25.97%) Software Engineering
5 54 (23.38%) Machine Learning
6 44 (19.05%) Data Science
7 42 (18.18%) ETL
8 38 (16.45%) DevOps
9 35 (15.15%) Data Modelling
10 31 (13.42%) Data Analysis
10 31 (13.42%) Data Analytics
11 28 (12.12%) Business Intelligence
11 28 (12.12%) Open Source
12 26 (11.26%) Performance Tuning
13 24 (10.39%) Problem-Solving
14 23 (9.96%) Data Engineering
15 20 (8.66%) Microservices
16 19 (8.23%) Continuous Integration
17 18 (7.79%) Computer Science
18 16 (6.93%) Use Case
Programming Languages
1 141 (61.04%) Java
2 100 (43.29%) Scala
3 98 (42.42%) Python
4 55 (23.81%) SQL
5 30 (12.99%) Bash Shell
6 25 (10.82%) C++
7 16 (6.93%) Ruby
8 14 (6.06%) C#
9 10 (4.33%) JavaScript
9 10 (4.33%) PL/SQL
9 10 (4.33%) Shell Script
10 9 (3.90%) Perl
11 5 (2.16%) AWK
11 5 (2.16%) Korn
11 5 (2.16%) R
11 5 (2.16%) sed
12 4 (1.73%) Groovy
13 3 (1.30%) T-SQL
14 2 (0.87%) Go
15 1 (0.43%) Kotlin
Qualifications
1 33 (14.29%) Degree
2 15 (6.49%) Computer Science Degree
3 7 (3.03%) AWS Certification
4 5 (2.16%) Security Cleared
5 3 (1.30%) PhD
6 1 (0.43%) ACCA
6 1 (0.43%) CCA
6 1 (0.43%) CIMA
6 1 (0.43%) Six Sigma Black Belt
Quality Assurance & Compliance
1 28 (12.12%) Data Quality
2 6 (2.60%) QA
3 5 (2.16%) GDPR
4 3 (1.30%) ISO/IEC 27001
System Software
1 67 (29.00%) HDFS
2 16 (6.93%) Docker
3 13 (5.63%) Apache ZooKeeper
4 10 (4.33%) Apache Flume
5 2 (0.87%) Varnish
6 1 (0.43%) Active Directory
Systems Management
1 59 (25.54%) Hadoop YARN
2 46 (19.91%) Oozie
3 15 (6.49%) Ansible
4 12 (5.19%) Ambari
4 12 (5.19%) Single Sign-On
5 10 (4.33%) Puppet
5 10 (4.33%) Terraform
6 8 (3.46%) Grafana
7 7 (3.03%) Prometheus
8 6 (2.60%) Data Guard
8 6 (2.60%) Oracle Enterprise Manager
8 6 (2.60%) Oracle RMAN
9 4 (1.73%) Kubernetes
10 2 (0.87%) Mesos
Vendors
1 43 (18.61%) Google
2 26 (11.26%) Cloudera
3 24 (10.39%) Oracle
4 20 (8.66%) Hortonworks
5 19 (8.23%) Databricks
6 17 (7.36%) Splunk
7 10 (4.33%) Informatica
8 6 (2.60%) Microsoft
8 6 (2.60%) Red Hat
8 6 (2.60%) Tableau
9 5 (2.16%) Talend
10 4 (1.73%) Cognos
10 4 (1.73%) MapR
11 2 (0.87%) SAP
12 1 (0.43%) Ab Initio
12 1 (0.43%) Adobe
12 1 (0.43%) Hyperion
12 1 (0.43%) IBM
12 1 (0.43%) Salesforce.com
12 1 (0.43%) Teradata