Period
to 26 April 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 26 April 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
Central London > City of London
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 279 305 323
Rank change year-on-year +26 +18 +88
Permanent jobs citing HBase 59 33 66
As % of all permanent IT jobs advertised in the City of London 0.55% 0.32% 0.48%
As % of the Database & Business Intelligence category 1.73% 1.03% 1.65%
Number of salaries quoted 57 30 37
City of London median annual salary £71,500 £90,000 £77,500
Median salary % change year-on-year -20.56% +16.13% +10.71%
10th Percentile £58,750 £57,500 £47,500
90th Percentile £100,800 £110,000 £105,000
Central London median annual salary £71,500 £90,000 £77,500
% change year-on-year -20.56% +16.13% +6.90%

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 3,406 3,212 4,001
As % of all permanent IT jobs advertised in the City of London 31.55% 31.37% 29.08%
Number of salaries quoted 3,026 2,940 3,579
City of London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% -
10th Percentile £41,250 £37,500 £36,750
90th Percentile £90,000 £87,500 £83,750
Central London median annual salary £60,500 £60,000 £55,000
% change year-on-year +0.83% +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 26 April 2018.

Salary histogram for HBase in the City of London

For the 6 months to 26 April 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 53 (89.83%) Java
2 48 (81.36%) Big Data
3 45 (76.27%) NoSQL
4 42 (71.19%) Hadoop
5 32 (54.24%) Agile Software Development
6 26 (44.07%) Amazon AWS
6 26 (44.07%) MongoDB
7 25 (42.37%) Apache Cassandra
7 25 (42.37%) Kafka
7 25 (42.37%) Apache Spark
8 22 (37.29%) ETL
8 22 (37.29%) Machine Learning
9 20 (33.90%) Scala
10 19 (32.20%) Open Source
10 19 (32.20%) Python
10 19 (32.20%) Microservices
11 17 (28.81%) Analytics
11 17 (28.81%) Apache Hive
12 16 (27.12%) RESTful
13 14 (23.73%) Cloudera
13 14 (23.73%) Software Engineering
14 13 (22.03%) TDD
14 13 (22.03%) Web Services
15 12 (20.34%) Data Warehouse
15 12 (20.34%) Dropwizard
15 12 (20.34%) Data Science
15 12 (20.34%) Java 8
16 11 (18.64%) MapR
16 11 (18.64%) REST
16 11 (18.64%) Hortonworks

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 25 (42.37%) Apache Spark
2 11 (18.64%) Apache
3 8 (13.56%) Elasticsearch
4 4 (6.78%) Apache Pig
5 3 (5.08%) SAS
6 2 (3.39%) Apache Solr
7 1 (1.69%) Jupyter
Applications
1 1 (1.69%) Microsoft Excel
1 1 (1.69%) SPSS
Cloud Services
1 26 (44.07%) Amazon AWS
2 6 (10.17%) Amazon EMR
3 5 (8.47%) Amazon Kinesis
4 3 (5.08%) Microsoft Azure
5 2 (3.39%) Cortana Intelligence Suite
6 1 (1.69%) Amazon EC2
6 1 (1.69%) Cloud Computing
6 1 (1.69%) Google Cloud Platform
Database & Business Intelligence
1 48 (81.36%) Big Data
2 45 (76.27%) NoSQL
3 42 (71.19%) Hadoop
4 26 (44.07%) MongoDB
5 25 (42.37%) Apache Cassandra
6 17 (28.81%) Apache Hive
7 12 (20.34%) Data Warehouse
8 9 (15.25%) Data Mining
9 8 (13.56%) MySQL
10 7 (11.86%) Impala
10 7 (11.86%) Power BI
11 6 (10.17%) Star Schema
12 5 (8.47%) Amazon Athena
12 5 (8.47%) Amazon Redshift
12 5 (8.47%) OLAP
12 5 (8.47%) Oracle OLAP
12 5 (8.47%) SQL Server Analysis Services
13 4 (6.78%) SQL Server
13 4 (6.78%) SQL Server Reporting Services
13 4 (6.78%) Sqoop
Development Applications
1 7 (11.86%) Git (software)
2 1 (1.69%) Travis CI
General
1 5 (8.47%) Banking
2 4 (6.78%) Finance
3 3 (5.08%) Investment Banking
4 1 (1.69%) Retail
Job Titles
1 24 (40.68%) Developer
2 22 (37.29%) Data Engineer
3 16 (27.12%) Big Data Engineer
3 16 (27.12%) Java Developer
4 9 (15.25%) Big Data Software Engineer
4 9 (15.25%) Software Engineer
5 7 (11.86%) Lead Developer
5 7 (11.86%) Lead Java Developer
6 5 (8.47%) Business Intelligence Developer
7 4 (6.78%) Big Data Developer
8 3 (5.08%) Architect
8 3 (5.08%) Big Data Architect
8 3 (5.08%) Cloud Engineer
8 3 (5.08%) Data Architect
8 3 (5.08%) Hadoop Developer
8 3 (5.08%) Java Engineer
9 2 (3.39%) Data Analytics Manager
9 2 (3.39%) Java Software Developer
9 2 (3.39%) Lead Software Developer
9 2 (3.39%) Senior Manager
Libraries, Frameworks & Software Standards
1 25 (42.37%) Kafka
2 16 (27.12%) RESTful
3 13 (22.03%) Web Services
4 12 (20.34%) Dropwizard
5 11 (18.64%) REST
6 5 (8.47%) Elastic Stack
7 3 (5.08%) Natural Language Processing
7 3 (5.08%) RabbitMQ
7 3 (5.08%) Spark Streaming
7 3 (5.08%) YAML
8 2 (3.39%) D3.js
9 1 (1.69%) Apache Avro
9 1 (1.69%) GraphX
9 1 (1.69%) Matplotlib
9 1 (1.69%) MLlib
9 1 (1.69%) NumPy
9 1 (1.69%) Pandas
9 1 (1.69%) scikit-learn
9 1 (1.69%) TensorFlow
9 1 (1.69%) XML
Miscellaneous
1 10 (16.95%) Algorithms
2 5 (8.47%) Tandem
3 2 (3.39%) Computer Science
3 2 (3.39%) Fintech
4 1 (1.69%) Analytical Skills
4 1 (1.69%) Social Network
4 1 (1.69%) Virtual Team
Operating Systems
1 7 (11.86%) Linux
2 1 (1.69%) Unix
2 1 (1.69%) Windows
2 1 (1.69%) Windows Server
Processes & Methodologies
1 32 (54.24%) Agile Software Development
2 22 (37.29%) ETL
2 22 (37.29%) Machine Learning
3 19 (32.20%) Microservices
3 19 (32.20%) Open Source
4 17 (28.81%) Analytics
5 14 (23.73%) Software Engineering
6 13 (22.03%) TDD
7 12 (20.34%) Data Science
8 11 (18.64%) Cryptography
9 10 (16.95%) Scrum
10 9 (15.25%) Data Analysis
10 9 (15.25%) Data Development
10 9 (15.25%) Functional Programming
11 8 (13.56%) Artificial Intelligence
11 8 (13.56%) MapReduce
11 8 (13.56%) OO
11 8 (13.56%) OOD
11 8 (13.56%) Value Proposition
12 7 (11.86%) Business Intelligence
Programming Languages
1 53 (89.83%) Java
2 20 (33.90%) Scala
3 19 (32.20%) Python
4 12 (20.34%) Java 8
5 11 (18.64%) SQL
6 5 (8.47%) R
7 2 (3.39%) C
8 1 (1.69%) Bash Shell
8 1 (1.69%) C++
8 1 (1.69%) Go
8 1 (1.69%) HiveQL
8 1 (1.69%) JavaScript
8 1 (1.69%) Kotlin
8 1 (1.69%) MATLAB
8 1 (1.69%) Perl
8 1 (1.69%) PHP
8 1 (1.69%) PowerShell
8 1 (1.69%) VBA
Qualifications
1 4 (6.78%) Degree
1 4 (6.78%) Security Cleared
2 3 (5.08%) MBA
3 2 (3.39%) DV Cleared
Quality Assurance & Compliance
1 7 (11.86%) Data Quality
2 2 (3.39%) Solvency II
3 1 (1.69%) Dodd-Frank
3 1 (1.69%) EMIR
3 1 (1.69%) FATCA
3 1 (1.69%) GDPR
3 1 (1.69%) MiFID
System Software
1 6 (10.17%) HDFS
2 5 (8.47%) Apache Flume
2 5 (8.47%) Docker
3 3 (5.08%) Apache ZooKeeper
4 1 (1.69%) Virtual Machines
4 1 (1.69%) VMware Infrastructure
4 1 (1.69%) vSphere
Systems Management
1 9 (15.25%) Hadoop YARN
1 9 (15.25%) Mesos
2 5 (8.47%) Kubernetes
3 4 (6.78%) Ansible
4 3 (5.08%) Docker Swarm
4 3 (5.08%) Oozie
5 1 (1.69%) Check_MK
5 1 (1.69%) Nagios
5 1 (1.69%) Opscode Chef
5 1 (1.69%) Puppet
5 1 (1.69%) Rsyslog
5 1 (1.69%) Terraform
Vendors
1 14 (23.73%) Cloudera
2 11 (18.64%) Hortonworks
2 11 (18.64%) MapR
3 6 (10.17%) Oracle
4 4 (6.78%) Google
4 4 (6.78%) Tableau
5 3 (5.08%) Microsoft
6 2 (3.39%) Apple
6 2 (3.39%) IBM
7 1 (1.69%) Atlassian
7 1 (1.69%) VMware