Period
to 16 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
Central London > City of London
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 324 286 335
Rank change year-on-year -38 +49 +41
Permanent jobs citing HBase 25 41 27
As % of all permanent IT jobs advertised in the City of London 0.23% 0.41% 0.23%
As % of the Database & Business Intelligence category 0.74% 1.31% 0.77%
Number of salaries quoted 23 40 24
City of London median annual salary £72,500 £70,000 £100,000
Median salary % change year-on-year +3.57% -30.00% +33.33%
10th Percentile £60,000 £57,500 £55,375
90th Percentile £118,750 £105,000 £105,000
Central London median annual salary £72,500 £65,000 £80,000
% change year-on-year +11.54% -18.75% +6.67%

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 the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 3,383 3,120 3,511
As % of all permanent IT jobs advertised in the City of London 30.54% 31.29% 29.35%
Number of salaries quoted 3,073 2,845 3,204
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% -
10th Percentile £40,000 £40,000 £36,825
90th Percentile £95,000 £87,500 £85,000
Central London median annual salary £65,000 £60,000 £55,000
% change year-on-year +8.33% +9.09% -

HBase
Job Vacancy Trend in the City of London

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

Job vacancy trend for HBase in the City of London

HBase
Salary Trend in the City of London

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

Salary trend for HBase in the City of London

HBase
Salary Histogram in the City of London

The salary distribution of IT jobs citing HBase in the City of London over the 6 months to 16 October 2018.

Salary histogram for HBase in the City of London

For the 6 months to 16 October 2018, 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 City of London region with a requirement for HBase.

1 23 (92.00%) Amazon AWS
2 17 (68.00%) Apache Hive
3 16 (64.00%) Apache Cassandra
4 15 (60.00%) Big Data
5 14 (56.00%) Kafka
5 14 (56.00%) Microsoft Azure
5 14 (56.00%) Hadoop
6 13 (52.00%) Java
7 12 (48.00%) NoSQL
8 11 (44.00%) Oozie
8 11 (44.00%) Machine Learning
8 11 (44.00%) MySQL
8 11 (44.00%) Apache Spark
9 9 (36.00%) Microservices
9 9 (36.00%) Finance
9 9 (36.00%) Agile Software Development
9 9 (36.00%) Google
9 9 (36.00%) Analytics
10 8 (32.00%) Sqoop
10 8 (32.00%) Data Analytics
10 8 (32.00%) Hortonworks
10 8 (32.00%) Data Lake
11 7 (28.00%) Dropwizard
11 7 (28.00%) Google Cloud Platform
11 7 (28.00%) Java 8
11 7 (28.00%) Web Services
11 7 (28.00%) Python
11 7 (28.00%) Artificial Intelligence
11 7 (28.00%) TDD
11 7 (28.00%) Apache Pig

HBase
Co-occurring IT Skills in the City of 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 11 (44.00%) Apache Spark
2 7 (28.00%) Apache Pig
3 5 (20.00%) Apache Solr
4 2 (8.00%) Apache
4 2 (8.00%) SAS
5 1 (4.00%) Confluence
5 1 (4.00%) Elasticsearch
Applications
1 1 (4.00%) Microsoft Excel
1 1 (4.00%) Microsoft Office
1 1 (4.00%) Microsoft PowerPoint
1 1 (4.00%) MS Visio
Cloud Services
1 23 (92.00%) Amazon AWS
2 14 (56.00%) Microsoft Azure
3 7 (28.00%) Google Cloud Platform
4 4 (16.00%) Amazon EC2
5 2 (8.00%) Amazon EMR
5 2 (8.00%) Azure Machine Learning
6 1 (4.00%) Amazon Kinesis
6 1 (4.00%) Azure Data Factory
6 1 (4.00%) CloudBees
6 1 (4.00%) PaaS
Communications & Networking
1 4 (16.00%) Firewall
1 4 (16.00%) Kerberos
1 4 (16.00%) SSL
2 3 (12.00%) TCP/IP
2 3 (12.00%) VPN
3 2 (8.00%) VLAN
Database & Business Intelligence
1 17 (68.00%) Apache Hive
2 16 (64.00%) Apache Cassandra
3 15 (60.00%) Big Data
4 14 (56.00%) Hadoop
5 12 (48.00%) NoSQL
6 11 (44.00%) MySQL
7 8 (32.00%) Data Lake
7 8 (32.00%) Sqoop
8 4 (16.00%) Data Warehouse
8 4 (16.00%) MariaDB
8 4 (16.00%) Scylla
9 3 (12.00%) SQL Server Integration Services
10 2 (8.00%) Impala
10 2 (8.00%) MongoDB
10 2 (8.00%) Spotfire
10 2 (8.00%) SQL Server
10 2 (8.00%) SQL Server Analysis Services
11 1 (4.00%) Flink
11 1 (4.00%) OLAP Cube
11 1 (4.00%) Power BI
Development Applications
1 2 (8.00%) GitLab
1 2 (8.00%) RStudio
1 2 (8.00%) Travis CI
2 1 (4.00%) Jenkins
2 1 (4.00%) JIRA
2 1 (4.00%) Selenium
2 1 (4.00%) SonarQube
General
1 9 (36.00%) Finance
2 6 (24.00%) Banking
3 1 (4.00%) Law
Job Titles
1 8 (32.00%) Developer
2 6 (24.00%) Java Developer
3 4 (16.00%) Big Data Consultant
3 4 (16.00%) Consultant
3 4 (16.00%) Data Consultant
4 3 (12.00%) Architect
4 3 (12.00%) Big Data Architect
4 3 (12.00%) Big Data Engineer
4 3 (12.00%) Big Data Manager
4 3 (12.00%) Data Architect
4 3 (12.00%) Data Engineer
4 3 (12.00%) Data Manager
5 1 (4.00%) Administrator
5 1 (4.00%) Analytics Developer
5 1 (4.00%) Analytics Manager
5 1 (4.00%) Java Team Leader
5 1 (4.00%) Support Engineer
5 1 (4.00%) Systems Administrator
5 1 (4.00%) Systems Support Engineer
5 1 (4.00%) Team Leader
Libraries, Frameworks & Software Standards
1 14 (56.00%) Kafka
2 7 (28.00%) Dropwizard
2 7 (28.00%) RESTful
2 7 (28.00%) Web Services
3 4 (16.00%) LDAP
4 3 (12.00%) Akka
5 2 (8.00%) Natural Language Processing
5 2 (8.00%) PySpark
5 2 (8.00%) Spark Streaming
6 1 (4.00%) Memcached
6 1 (4.00%) MLlib
6 1 (4.00%) SparkR
Miscellaneous
1 4 (16.00%) Analytical Skills
1 4 (16.00%) Fintech
1 4 (16.00%) FMCG
1 4 (16.00%) Virtual Team
2 1 (4.00%) Greenfield Project
2 1 (4.00%) Hybrid Cloud
2 1 (4.00%) Social Media
Operating Systems
1 6 (24.00%) Linux
2 4 (16.00%) CentOS
2 4 (16.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 11 (44.00%) Machine Learning
2 9 (36.00%) Agile Software Development
2 9 (36.00%) Analytics
2 9 (36.00%) Microservices
3 8 (32.00%) Data Analytics
4 7 (28.00%) Artificial Intelligence
4 7 (28.00%) DevOps
4 7 (28.00%) TDD
5 6 (24.00%) Data Science
6 5 (20.00%) Big Data Analytics
6 5 (20.00%) ETL
7 4 (16.00%) Change Management
7 4 (16.00%) Data Ingestion
7 4 (16.00%) ITIL
7 4 (16.00%) Open Source
8 3 (12.00%) Data Architecture
8 3 (12.00%) Data Modelling
8 3 (12.00%) Predictive Analytics
8 3 (12.00%) Presales
8 3 (12.00%) Service Delivery
Programming Languages
1 13 (52.00%) Java
2 7 (28.00%) Java 8
2 7 (28.00%) Python
3 3 (12.00%) Scala
4 2 (8.00%) Bash Shell
4 2 (8.00%) R
4 2 (8.00%) SQL
Qualifications
1 1 (4.00%) Degree
System Software
1 7 (28.00%) HDFS
2 6 (24.00%) Apache Flume
3 5 (20.00%) Apache ZooKeeper
3 5 (20.00%) Docker
4 1 (4.00%) Active Directory
Systems Management
1 11 (44.00%) Oozie
2 4 (16.00%) Kubernetes
2 4 (16.00%) Prometheus
3 2 (8.00%) Grafana
3 2 (8.00%) Hadoop YARN
4 1 (4.00%) Kibana
4 1 (4.00%) logstash
Vendors
1 9 (36.00%) Google
2 8 (32.00%) Hortonworks
3 6 (24.00%) MapR
4 5 (20.00%) Cloudera
5 4 (16.00%) Microsoft
6 3 (12.00%) Tableau
7 2 (8.00%) IBM
7 2 (8.00%) Talend
8 1 (4.00%) Atlassian
8 1 (4.00%) Databricks
8 1 (4.00%) Informatica
8 1 (4.00%) Oracle