Period
to 22 May 2019

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 22 May 2019 with a comparison to the same period in the previous 2 years.

Apache HBase
UK
6 months to
22 May 2019
Same period 2018 Same period 2017
Rank 602 651 683
Rank change year-on-year +49 +32 +195
Permanent jobs citing HBase 561 620 543
As % of all permanent IT jobs advertised in the UK 0.39% 0.36% 0.32%
As % of the Database & Business Intelligence category 1.38% 1.18% 1.04%
Number of salaries quoted 443 487 459
UK median annual salary £72,500 £70,000 £70,000
Median salary % change year-on-year +3.57% - +16.67%
10th Percentile £49,337 £45,000 £47,500
90th Percentile £106,250 £102,500 £102,500
UK excluding London median annual salary £55,000 £60,000 £57,500
% change year-on-year -8.33% +4.35% +4.55%

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 40,515 52,682 52,254
As % of all permanent IT jobs advertised in the UK 28.08% 30.68% 30.92%
Number of salaries quoted 33,031 43,330 44,345
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £29,750
90th Percentile £85,000 £80,000 £77,500
UK excluding London median annual salary £45,000 £44,400 £42,000
% change year-on-year +1.35% +5.71% +1.20%

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 22 May 2019.

Salary histogram for HBase in the UK

HBase
Top 14 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 22 May 2019. 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 +59 555 £72,500 +3.57% 11
London +101 418 £80,000 +6.67% 7
UK excluding London -36 135 £55,000 -8.33% 6
Midlands +32 38 £65,000 +18.18% 2
East Midlands +38 34 £65,000 +18.18% 2
South East -17 34 £55,000 -12.00% 1
North of England +41 32 £49,337 -8.21%
Yorkshire +8 18 £49,337 -1.33%
South West +47 16 £50,000 +48.15%
East of England +30 12 £65,000 -10.34% 1
North East +28 10 £49,337 -26.91%
West Midlands +23 4 - -
North West +13 4 £55,000 -8.33%
Scotland -13 3 £70,000 +55.56% 2

For the 6 months to 22 May 2019, 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.

1 475 (84.67%) Hadoop
2 452 (80.57%) Big Data
2 452 (80.57%) Java
3 419 (74.69%) Apache Spark
4 382 (68.09%) Apache Hive
5 361 (64.35%) Python
6 346 (61.68%) Kafka
7 329 (58.65%) Agile Software Development
8 324 (57.75%) Amazon AWS
9 319 (56.86%) Scala
10 304 (54.19%) NoSQL
11 253 (45.10%) Apache Cassandra
12 234 (41.71%) Cloudera
13 228 (40.64%) Analytics
14 209 (37.25%) Oozie
15 199 (35.47%) Microsoft Azure
16 196 (34.94%) MapReduce
17 194 (34.58%) SQL
18 190 (33.87%) Machine Learning
19 187 (33.33%) MongoDB
20 186 (33.16%) Google Cloud Platform
21 185 (32.98%) Impala
21 185 (32.98%) Apache Pig
22 175 (31.19%) ETL
23 173 (30.84%) Elasticsearch
24 150 (26.74%) Sqoop
25 149 (26.56%) Amazon Redshift
26 146 (26.02%) Apache Flume
27 144 (25.67%) Data Science
28 143 (25.49%) Hadoop YARN

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
1 419 (74.69%) Apache Spark
2 185 (32.98%) Apache Pig
3 173 (30.84%) Elasticsearch
4 77 (13.73%) Apache Solr
5 64 (11.41%) Apache
6 19 (3.39%) SAS
7 10 (1.78%) Confluence
8 8 (1.43%) WildFly
9 6 (1.07%) Tomcat
10 5 (0.89%) Apache Airflow
11 4 (0.71%) Cloud Foundry
12 2 (0.36%) Jupyter
13 1 (0.18%) Hyperledger
13 1 (0.18%) Luigi
13 1 (0.18%) SharePoint
Applications
1 4 (0.71%) SPSS
2 2 (0.36%) S-PLUS
2 2 (0.36%) Stata
3 1 (0.18%) Weka
Business Applications
1 1 (0.18%) Adobe Campaign
1 1 (0.18%) Dynamics CRM
Cloud Services
1 324 (57.75%) Amazon AWS
2 199 (35.47%) Microsoft Azure
3 186 (33.16%) Google Cloud Platform
4 42 (7.49%) Power Platform
5 36 (6.42%) GitHub
6 35 (6.24%) Amazon Kinesis
7 34 (6.06%) Amazon EMR
8 30 (5.35%) Serverless
9 25 (4.46%) Cloud Computing
10 23 (4.10%) AWS Lambda
11 20 (3.57%) Amazon SQS
12 19 (3.39%) Amazon S3
13 10 (1.78%) IaaS
13 10 (1.78%) PaaS
14 8 (1.43%) SaaS
15 7 (1.25%) Amazon EC2
15 7 (1.25%) OpenShift
16 5 (0.89%) AWS CloudFormation
16 5 (0.89%) Azure Stack
17 4 (0.71%) Azure Data Factory
Communications & Networking
1 51 (9.09%) Internet
2 13 (2.32%) HTTP
3 7 (1.25%) Kerberos
4 6 (1.07%) Ethernet
4 6 (1.07%) TCP/IP
4 6 (1.07%) VPN
5 4 (0.71%) DHCP
5 4 (0.71%) DNS
5 4 (0.71%) FTP
6 3 (0.53%) Firewall
7 2 (0.36%) SSL
8 1 (0.18%) HTTPS
8 1 (0.18%) RTMP
Database & Business Intelligence
1 475 (84.67%) Hadoop
2 452 (80.57%) Big Data
3 382 (68.09%) Apache Hive
4 304 (54.19%) NoSQL
5 253 (45.10%) Apache Cassandra
6 187 (33.33%) MongoDB
7 185 (32.98%) Impala
8 150 (26.74%) Sqoop
9 149 (26.56%) Amazon Redshift
10 112 (19.96%) Flink
11 84 (14.97%) Data Warehouse
12 80 (14.26%) Couchbase
13 79 (14.08%) CouchDB
14 62 (11.05%) BigQuery
15 61 (10.87%) Apache Kudu
16 60 (10.70%) SQL Server
17 50 (8.91%) Pentaho
18 45 (8.02%) MySQL
19 42 (7.49%) Power BI
20 39 (6.95%) DataStage
Development Applications
1 30 (5.35%) Git (software)
2 28 (4.99%) JIRA
3 24 (4.28%) Maven
4 21 (3.74%) Jenkins
5 19 (3.39%) IntelliJ
6 11 (1.96%) Eclipse
6 11 (1.96%) NetBeans
7 7 (1.25%) Ant
8 6 (1.07%) SoapUI
8 6 (1.07%) Subversion
8 6 (1.07%) Travis CI
9 3 (0.53%) Cucumber
9 3 (0.53%) ERwin
9 3 (0.53%) GitLab
9 3 (0.53%) Selenium
10 2 (0.36%) ER Studio
10 2 (0.36%) SonarQube
10 2 (0.36%) Visual Studio Team System
11 1 (0.18%) Atlassian Bamboo
11 1 (0.18%) Sonatype Nexus
General
1 97 (17.29%) Law
2 57 (10.16%) Finance
3 27 (4.81%) Retail
4 24 (4.28%) Banking
5 18 (3.21%) Telecoms
6 16 (2.85%) Games
7 8 (1.43%) Marketing
8 5 (0.89%) Financial Institution
9 2 (0.36%) Legal
10 1 (0.18%) French Language
10 1 (0.18%) Front Office
10 1 (0.18%) Retail Banking
Job Titles
1 246 (43.85%) Data Engineer
2 177 (31.55%) Big Data Engineer
3 132 (23.53%) Developer
4 125 (22.28%) Java Developer
5 101 (18.00%) Architect
6 95 (16.93%) Data Architect
7 75 (13.37%) Big Data Architect
8 69 (12.30%) Hadoop Engineer
9 67 (11.94%) Senior Data Engineer
10 47 (8.38%) Python Engineer
10 47 (8.38%) Senior Developer
11 45 (8.02%) Senior Java Developer
12 34 (6.06%) Big Data Developer
13 31 (5.53%) Java Developer - Fintech
14 24 (4.28%) Senior Hadoop Engineer
15 19 (3.39%) Cloud Architect
15 19 (3.39%) Solutions Architect
16 18 (3.21%) Agile Developer
16 18 (3.21%) Agile Java Developer
17 17 (3.03%) Consultant
Libraries, Frameworks & Software Standards
1 346 (61.68%) Kafka
2 97 (17.29%) Apache NiFi
2 97 (17.29%) Spark Streaming
3 84 (14.97%) Web Services
4 79 (14.08%) Spring
5 48 (8.56%) Hibernate
5 48 (8.56%) REST
6 46 (8.20%) RabbitMQ
7 43 (7.66%) ActiveMQ
8 41 (7.31%) AngularJS
9 31 (5.53%) JMS
9 31 (5.53%) RESTful
10 24 (4.28%) .NET
11 21 (3.74%) Node.js
12 20 (3.57%) Spring Boot
13 19 (3.39%) SOAP
14 16 (2.85%) J2EE
15 14 (2.50%) Dropwizard
15 14 (2.50%) JSON
16 13 (2.32%) LAMP
Miscellaneous
1 36 (6.42%) Analytical Skills
2 34 (6.06%) Fintech
3 19 (3.39%) Data Structures
4 16 (2.85%) Public Cloud
5 14 (2.50%) Greenfield Project
6 11 (1.96%) Cloud Native
7 9 (1.60%) Enterprise Software
7 9 (1.60%) Virtual Team
8 8 (1.43%) Clustering
8 8 (1.43%) Social Media
9 7 (1.25%) Algorithms
10 6 (1.07%) User Experience
11 5 (0.89%) Data Centre
11 5 (0.89%) Private Cloud
12 4 (0.71%) Hedge funds
13 2 (0.36%) FMCG
13 2 (0.36%) Management Information System
13 2 (0.36%) PMI
14 1 (0.18%) Replication
14 1 (0.18%) Video\Live Streaming
Operating Systems
1 81 (14.44%) Linux
2 78 (13.90%) Unix
3 16 (2.85%) Ubuntu
4 12 (2.14%) CentOS
5 8 (1.43%) Red Hat Enterprise Linux
6 4 (0.71%) Windows
7 2 (0.36%) Windows Server
8 1 (0.18%) Android
Processes & Methodologies
1 329 (58.65%) Agile Software Development
2 228 (40.64%) Analytics
3 196 (34.94%) MapReduce
4 190 (33.87%) Machine Learning
5 175 (31.19%) ETL
6 144 (25.67%) Data Science
7 143 (25.49%) Software Engineering
8 142 (25.31%) Scrum
9 120 (21.39%) DevOps
10 114 (20.32%) Data Engineering
11 106 (18.89%) Business Intelligence
12 81 (14.44%) Data Modelling
13 76 (13.55%) Data Analytics
14 72 (12.83%) Kanban
15 63 (11.23%) Data Analysis
16 59 (10.52%) Data Architecture
17 58 (10.34%) Microservices
18 56 (9.98%) Computer Science
18 56 (9.98%) Performance Tuning
19 53 (9.45%) Open Source
Programming Languages
1 452 (80.57%) Java
2 361 (64.35%) Python
3 319 (56.86%) Scala
4 194 (34.58%) SQL
5 30 (5.35%) Shell Script
6 29 (5.17%) JavaScript
7 28 (4.99%) PL/SQL
8 26 (4.63%) C#
9 20 (3.57%) Java 8
10 18 (3.21%) T-SQL
11 16 (2.85%) Bash Shell
12 13 (2.32%) R
12 13 (2.32%) Ruby
13 12 (2.14%) C++
14 11 (1.96%) Clojure
14 11 (1.96%) Groovy
15 8 (1.43%) HiveQL
16 7 (1.25%) PHP
17 5 (0.89%) C
18 4 (0.71%) PowerShell
Qualifications
1 74 (13.19%) Degree
2 49 (8.73%) Computer Science Degree
3 32 (5.70%) Numerate Degree
4 19 (3.39%) Security Cleared
5 9 (1.60%) SC Cleared
6 8 (1.43%) MCP
7 5 (0.89%) DV Cleared
8 4 (0.71%) AWS Certification
9 3 (0.53%) Master's Degree
9 3 (0.53%) PhD
9 3 (0.53%) TOGAF Certification
10 2 (0.36%) CEH
10 2 (0.36%) PMI Certification
11 1 (0.18%) Postgraduate
Quality Assurance & Compliance
1 29 (5.17%) Data Quality
2 15 (2.67%) GDPR
3 14 (2.50%) QA
4 9 (1.60%) ISO/IEC 27001
5 4 (0.71%) PCI DSS
System Software
1 146 (26.02%) Apache Flume
2 136 (24.24%) HDFS
3 91 (16.22%) Apache ZooKeeper
4 43 (7.66%) Docker
5 2 (0.36%) Active Directory
5 2 (0.36%) Virtual Machines
5 2 (0.36%) VMware Infrastructure
5 2 (0.36%) vSphere
Systems Management
1 209 (37.25%) Oozie
2 143 (25.49%) Hadoop YARN
3 32 (5.70%) Kubernetes
4 22 (3.92%) Ambari
5 15 (2.67%) Ansible
5 15 (2.67%) Puppet
6 8 (1.43%) Opscode Chef
7 7 (1.25%) Terraform
8 3 (0.53%) Kibana
8 3 (0.53%) Mesos
8 3 (0.53%) Prometheus
9 2 (0.36%) Check_MK
9 2 (0.36%) Nagios
9 2 (0.36%) Rsyslog
9 2 (0.36%) Salt
10 1 (0.18%) CFEngine
10 1 (0.18%) Single Sign-On
Vendors
1 234 (41.71%) Cloudera
2 130 (23.17%) Hortonworks
3 86 (15.33%) MapR
4 81 (14.44%) Databricks
4 81 (14.44%) Google
5 73 (13.01%) Oracle
6 70 (12.48%) Talend
7 59 (10.52%) Informatica
8 58 (10.34%) Tableau
9 49 (8.73%) IBM
10 36 (6.42%) Microsoft
11 20 (3.57%) Teradata
12 19 (3.39%) TIBCO
13 18 (3.21%) SAP
14 17 (3.03%) Greenplum
14 17 (3.03%) HP
14 17 (3.03%) Splunk
14 17 (3.03%) Vertica
15 16 (2.85%) Red Hat
16 5 (0.89%) Reuters