Period
to 25 May 2019

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

Apache HBase
England > London
6 months to
25 May 2019
Same period 2018 Same period 2017
Rank 397 482 509
Rank change year-on-year +85 +27 +132
Permanent jobs citing HBase 413 372 322
As % of all permanent IT jobs advertised in London 0.70% 0.53% 0.47%
As % of the Database & Business Intelligence category 2.44% 1.69% 1.55%
Number of salaries quoted 327 300 285
London median annual salary £80,000 £75,000 £70,000
Median salary % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £54,500 £45,000 £48,750
90th Percentile £113,750 £115,125 £105,000
England median annual salary £72,500 £70,000 £70,000
% change year-on-year +3.57% - +12.00%

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 16,943 21,983 20,797
As % of all permanent IT jobs advertised in London 28.88% 31.44% 30.46%
Number of salaries quoted 14,081 17,492 17,883
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £38,750 £37,500 £36,250
90th Percentile £95,000 £92,500 £90,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

HBase
Job Vacancy Trend in London

Job postings citing HBase as a percentage of all IT jobs advertised in London.

Job vacancy trend for HBase in London

HBase
Salary Trend in London

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

Salary trend for HBase in London

HBase
Salary Histogram in London

The salary distribution of IT jobs citing HBase in London over the 6 months to 25 May 2019.

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 25 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
Central London +18 53 £71,250 -0.35%
West London +13 5 £90,000 +80.00%
South London +4 3 £85,000 -20.93% 2
North London - 1 £80,000 -
HBase
England

For the 6 months to 25 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 across the London region with a requirement for HBase.

1 365 (88.38%) Hadoop
2 353 (85.47%) Java
3 335 (81.11%) Big Data
4 316 (76.51%) Apache Spark
5 303 (73.37%) Python
6 292 (70.70%) Amazon AWS
6 292 (70.70%) Apache Hive
7 288 (69.73%) Kafka
8 253 (61.26%) NoSQL
9 250 (60.53%) Scala
10 232 (56.17%) Agile Software Development
11 202 (48.91%) Apache Cassandra
12 199 (48.18%) Cloudera
13 176 (42.62%) Oozie
14 174 (42.13%) Google Cloud Platform
15 172 (41.65%) Microsoft Azure
16 161 (38.98%) Apache Pig
17 159 (38.50%) Analytics
18 155 (37.53%) Machine Learning
19 149 (36.08%) Elasticsearch
20 147 (35.59%) MapReduce
21 142 (34.38%) Amazon Redshift
22 140 (33.90%) Impala
23 139 (33.66%) ETL
24 136 (32.93%) SQL
25 133 (32.20%) MongoDB
26 121 (29.30%) Hadoop YARN
27 117 (28.33%) Scrum
28 116 (28.09%) Software Engineering
29 114 (27.60%) Data Science

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
1 316 (76.51%) Apache Spark
2 161 (38.98%) Apache Pig
3 149 (36.08%) Elasticsearch
4 64 (15.50%) Apache Solr
5 43 (10.41%) Apache
6 8 (1.94%) SAS
7 6 (1.45%) WildFly
8 5 (1.21%) Apache Airflow
8 5 (1.21%) Confluence
9 2 (0.48%) Jupyter
10 1 (0.24%) Cloud Foundry
10 1 (0.24%) Luigi
Applications
1 2 (0.48%) SPSS
Business Applications
1 1 (0.24%) Adobe Campaign
Cloud Services
1 292 (70.70%) Amazon AWS
2 174 (42.13%) Google Cloud Platform
3 172 (41.65%) Microsoft Azure
4 37 (8.96%) Power Platform
5 30 (7.26%) Amazon EMR
6 29 (7.02%) Amazon Kinesis
7 27 (6.54%) Serverless
8 21 (5.08%) AWS Lambda
9 20 (4.84%) Cloud Computing
10 18 (4.36%) Amazon S3
11 17 (4.12%) Amazon SQS
12 12 (2.91%) GitHub
13 9 (2.18%) IaaS
13 9 (2.18%) PaaS
14 7 (1.69%) SaaS
15 5 (1.21%) Azure Stack
16 4 (0.97%) Azure Data Factory
17 3 (0.73%) OpenShift
18 2 (0.48%) Office 365
18 2 (0.48%) Stackdriver
Communications & Networking
1 50 (12.11%) Internet
2 12 (2.91%) HTTP
3 6 (1.45%) TCP/IP
4 4 (0.97%) FTP
5 3 (0.73%) Firewall
5 3 (0.73%) Kerberos
6 1 (0.24%) HTTPS
6 1 (0.24%) RTMP
6 1 (0.24%) SSL
6 1 (0.24%) VPN
Database & Business Intelligence
1 365 (88.38%) Hadoop
2 335 (81.11%) Big Data
3 292 (70.70%) Apache Hive
4 253 (61.26%) NoSQL
5 202 (48.91%) Apache Cassandra
6 142 (34.38%) Amazon Redshift
7 140 (33.90%) Impala
8 133 (32.20%) MongoDB
9 111 (26.88%) Sqoop
10 109 (26.39%) Flink
11 80 (19.37%) Data Warehouse
12 77 (18.64%) Couchbase
12 77 (18.64%) CouchDB
13 58 (14.04%) BigQuery
14 50 (12.11%) Apache Kudu
15 49 (11.86%) Pentaho
16 45 (10.90%) SQL Server
17 42 (10.17%) MySQL
18 39 (9.44%) DataStage
19 37 (8.96%) Power BI
Development Applications
1 15 (3.63%) JIRA
2 10 (2.42%) Maven
3 9 (2.18%) Jenkins
4 6 (1.45%) IntelliJ
4 6 (1.45%) Travis CI
5 3 (0.73%) Cucumber
5 3 (0.73%) ERwin
5 3 (0.73%) Git (software)
5 3 (0.73%) GitLab
5 3 (0.73%) Selenium
6 2 (0.48%) ER Studio
6 2 (0.48%) SonarQube
6 2 (0.48%) Visual Studio Team System
General
1 94 (22.76%) Law
2 40 (9.69%) Finance
3 27 (6.54%) Retail
4 21 (5.08%) Banking
5 17 (4.12%) Telecoms
6 14 (3.39%) Games
7 5 (1.21%) Financial Institution
7 5 (1.21%) Marketing
8 2 (0.48%) Front Office
8 2 (0.48%) Legal
9 1 (0.24%) French Language
9 1 (0.24%) Investment Banking
9 1 (0.24%) Retail Banking
Job Titles
1 204 (49.39%) Data Engineer
2 142 (34.38%) Big Data Engineer
3 92 (22.28%) Architect
4 88 (21.31%) Data Architect
5 79 (19.13%) Developer
6 73 (17.68%) Java Developer
7 69 (16.71%) Big Data Architect
8 61 (14.77%) Hadoop Engineer
9 48 (11.62%) Senior Data Engineer
10 31 (7.51%) Java Developer - Fintech
10 31 (7.51%) Python Engineer
11 24 (5.81%) Senior Developer
12 23 (5.57%) Senior Java Developer
13 19 (4.60%) Big Data Developer
14 17 (4.12%) Senior Hadoop Engineer
14 17 (4.12%) Solutions Architect
15 16 (3.87%) Big Data Solutions Architect
15 16 (3.87%) Consultant
16 14 (3.39%) Cloud Architect
17 13 (3.15%) Games Engineer
Libraries, Frameworks & Software Standards
1 288 (69.73%) Kafka
2 87 (21.07%) Apache NiFi
3 71 (17.19%) Spark Streaming
4 61 (14.77%) Web Services
5 52 (12.59%) Spring
6 41 (9.93%) REST
7 35 (8.47%) AngularJS
8 31 (7.51%) ActiveMQ
8 31 (7.51%) Hibernate
8 31 (7.51%) JMS
8 31 (7.51%) RabbitMQ
9 28 (6.78%) RESTful
10 19 (4.60%) .NET
11 14 (3.39%) JSON
12 13 (3.15%) Dropwizard
12 13 (3.15%) LAMP
13 10 (2.42%) HTML
14 9 (2.18%) J2EE
14 9 (2.18%) PySpark
15 6 (1.45%) LAPP Stack
Miscellaneous
1 34 (8.23%) Fintech
2 24 (5.81%) Analytical Skills
3 18 (4.36%) Data Structures
4 11 (2.66%) Cloud Native
4 11 (2.66%) Greenfield Project
5 8 (1.94%) Social Media
6 7 (1.69%) Public Cloud
7 6 (1.45%) Clustering
7 6 (1.45%) User Experience
7 6 (1.45%) Virtual Team
8 4 (0.97%) Algorithms
8 4 (0.97%) Enterprise Software
8 4 (0.97%) Hedge funds
9 2 (0.48%) Data Centre
9 2 (0.48%) FMCG
9 2 (0.48%) Management Information System
9 2 (0.48%) PMI
10 1 (0.24%) Equities
10 1 (0.24%) IPTV
10 1 (0.24%) Video\Live Streaming
Operating Systems
1 46 (11.14%) Linux
2 44 (10.65%) Unix
3 12 (2.91%) Ubuntu
4 6 (1.45%) CentOS
4 6 (1.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 232 (56.17%) Agile Software Development
2 159 (38.50%) Analytics
3 155 (37.53%) Machine Learning
4 147 (35.59%) MapReduce
5 139 (33.66%) ETL
6 117 (28.33%) Scrum
7 116 (28.09%) Software Engineering
8 114 (27.60%) Data Science
9 92 (22.28%) Business Intelligence
10 87 (21.07%) Data Engineering
11 80 (19.37%) DevOps
12 68 (16.46%) Kanban
13 66 (15.98%) Data Modelling
14 58 (14.04%) Data Analytics
15 51 (12.35%) Data Architecture
16 37 (8.96%) Microservices
17 35 (8.47%) Computer Science
17 35 (8.47%) Mathematics
17 35 (8.47%) Performance Tuning
18 34 (8.23%) Open Source
Programming Languages
1 353 (85.47%) Java
2 303 (73.37%) Python
3 250 (60.53%) Scala
4 136 (32.93%) SQL
5 24 (5.81%) PL/SQL
6 23 (5.57%) Shell Script
7 20 (4.84%) C#
8 18 (4.36%) Java 8
9 11 (2.66%) Clojure
10 10 (2.42%) Bash Shell
10 10 (2.42%) JavaScript
11 9 (2.18%) Groovy
11 9 (2.18%) Ruby
12 8 (1.94%) C++
12 8 (1.94%) HiveQL
13 6 (1.45%) PHP
13 6 (1.45%) R
13 6 (1.45%) T-SQL
14 4 (0.97%) Go
15 2 (0.48%) Kotlin
Qualifications
1 37 (8.96%) Degree
2 33 (7.99%) Computer Science Degree
3 31 (7.51%) Numerate Degree
4 10 (2.42%) Security Cleared
5 9 (2.18%) SC Cleared
6 6 (1.45%) MCP
7 3 (0.73%) DV Cleared
8 2 (0.48%) CEH
8 2 (0.48%) Master's Degree
8 2 (0.48%) PMI Certification
8 2 (0.48%) TOGAF Certification
9 1 (0.24%) PhD
Quality Assurance & Compliance
1 16 (3.87%) Data Quality
2 11 (2.66%) GDPR
3 7 (1.69%) ISO/IEC 27001
4 6 (1.45%) QA
5 4 (0.97%) PCI DSS
System Software
1 111 (26.88%) Apache Flume
2 83 (20.10%) Apache ZooKeeper
3 79 (19.13%) HDFS
4 22 (5.33%) Docker
5 2 (0.48%) Active Directory
Systems Management
1 176 (42.62%) Oozie
2 121 (29.30%) Hadoop YARN
3 24 (5.81%) Kubernetes
4 22 (5.33%) Ambari
5 12 (2.91%) Ansible
6 6 (1.45%) Opscode Chef
6 6 (1.45%) Puppet
7 5 (1.21%) Terraform
8 3 (0.73%) Kibana
8 3 (0.73%) Mesos
8 3 (0.73%) Prometheus
9 2 (0.48%) Salt
10 1 (0.24%) Single Sign-On
Vendors
1 199 (48.18%) Cloudera
2 102 (24.70%) Hortonworks
3 84 (20.34%) MapR
4 78 (18.89%) Databricks
5 69 (16.71%) Google
6 68 (16.46%) Talend
7 55 (13.32%) Informatica
8 45 (10.90%) Tableau
9 44 (10.65%) Oracle
10 43 (10.41%) IBM
11 35 (8.47%) Microsoft
12 19 (4.60%) TIBCO
13 18 (4.36%) SAP
14 17 (4.12%) Greenplum
14 17 (4.12%) HP
14 17 (4.12%) Vertica
15 14 (3.39%) Splunk
15 14 (3.39%) Teradata
16 10 (2.42%) Red Hat
17 5 (1.21%) Reuters