Period
to 19 January 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 19 January 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
Central London > City of London
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 277 311 314
Rank change year-on-year +34 +3 +84
Permanent jobs citing HBase 57 28 74
As % of all permanent IT jobs advertised in the City of London 0.54% 0.26% 0.52%
As % of the Database & Business Intelligence category 1.76% 0.85% 1.69%
Number of salaries quoted 55 24 54
City of London median annual salary £72,500 £70,000 £70,000
Median salary % change year-on-year +3.57% - -
10th Percentile £59,250 £56,625 £48,750
90th Percentile £105,450 £108,500 £95,000
Central London median annual salary £72,500 £70,000 £70,000
% change year-on-year +3.57% - -

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 3,236 3,295 4,384
As % of all permanent IT jobs advertised in the City of London 30.87% 31.00% 30.58%
Number of salaries quoted 2,910 3,049 3,872
City of London median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +4.55%
10th Percentile £41,250 £36,950 £37,000
90th Percentile £88,750 £87,500 £86,125
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +5.50%

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 19 January 2018.

Salary histogram for HBase in the City of London

For the 6 months to 19 January 2018, IT jobs citing HBase also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for HBase.

1 50 (87.72%) Java
2 42 (73.68%) Big Data
3 38 (66.67%) Agile Software Development
4 36 (63.16%) NoSQL
5 33 (57.89%) Hadoop
6 28 (49.12%) MongoDB
7 25 (43.86%) RESTful
7 25 (43.86%) Microservices
8 22 (38.60%) Web Services
9 21 (36.84%) Apache Spark
10 20 (35.09%) Amazon AWS
11 19 (33.33%) Dropwizard
12 18 (31.58%) Apache Cassandra
13 17 (29.82%) Kafka
14 16 (28.07%) REST
14 16 (28.07%) TDD
15 14 (24.56%) Scala
15 14 (24.56%) Git (software)
16 13 (22.81%) Apache Hive
16 13 (22.81%) Analytics
17 12 (21.05%) Open Source
18 10 (17.54%) Elasticsearch
18 10 (17.54%) Machine Learning
18 10 (17.54%) Software Engineering
18 10 (17.54%) MySQL
18 10 (17.54%) Apache
19 9 (15.79%) Mentoring
20 8 (14.04%) Algorithms
20 8 (14.04%) Finance
20 8 (14.04%) Business Intelligence

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 21 (36.84%) Apache Spark
2 10 (17.54%) Apache
2 10 (17.54%) Elasticsearch
3 5 (8.77%) Apache Pig
4 4 (7.02%) SAS
5 3 (5.26%) Tomcat
6 1 (1.75%) Jupyter
6 1 (1.75%) OpenStack
6 1 (1.75%) WebLogic
Applications
1 2 (3.51%) SPSS
Cloud Services
1 20 (35.09%) Amazon AWS
2 3 (5.26%) Microsoft Azure
3 2 (3.51%) Amazon EC2
3 2 (3.51%) Amazon EMR
3 2 (3.51%) Cloud Computing
3 2 (3.51%) Cortana Intelligence Suite
4 1 (1.75%) Azure Machine Learning
4 1 (1.75%) Google Cloud Platform
Communications & Networking
1 2 (3.51%) HTTP
Database & Business Intelligence
1 42 (73.68%) Big Data
2 36 (63.16%) NoSQL
3 33 (57.89%) Hadoop
4 28 (49.12%) MongoDB
5 18 (31.58%) Apache Cassandra
6 13 (22.81%) Apache Hive
7 10 (17.54%) MySQL
8 6 (10.53%) Data Mining
8 6 (10.53%) QlikView
9 5 (8.77%) Power BI
10 4 (7.02%) Neo4j
11 3 (5.26%) Apache Zeppelin
11 3 (5.26%) Parquet
11 3 (5.26%) Sqoop
12 2 (3.51%) BusinessObjects
12 2 (3.51%) Data Lake
12 2 (3.51%) Spark SQL
12 2 (3.51%) Spotfire
12 2 (3.51%) Triplestore
13 1 (1.75%) Impala
Development Applications
1 14 (24.56%) Git (software)
2 4 (7.02%) Jenkins
3 2 (3.51%) Maven
3 2 (3.51%) Travis CI
4 1 (1.75%) Codeship
4 1 (1.75%) Eclipse
4 1 (1.75%) Hudson
4 1 (1.75%) TeamCity
General
1 8 (14.04%) Finance
2 7 (12.28%) Banking
3 6 (10.53%) Retail
4 3 (5.26%) Investment Banking
5 2 (3.51%) Marketing
Job Titles
1 30 (52.63%) Developer
2 24 (42.11%) Java Developer
3 11 (19.30%) Big Data Engineer
3 11 (19.30%) Data Engineer
4 9 (15.79%) Lead Developer
4 9 (15.79%) Lead Java Developer
5 6 (10.53%) Senior Manager
5 6 (10.53%) Software Engineer
6 5 (8.77%) Big Data Software Engineer
6 5 (8.77%) Java Software Developer
7 4 (7.02%) Analytics Manager
7 4 (7.02%) Architect
7 4 (7.02%) Data Analytics Manager
7 4 (7.02%) Java Engineer
7 4 (7.02%) Senior Analytics Manager
8 3 (5.26%) Big Data Architect
8 3 (5.26%) Big Data Developer
8 3 (5.26%) Cloud Engineer
8 3 (5.26%) Data Architect
9 2 (3.51%) Solutions Architect
Libraries, Frameworks & Software Standards
1 25 (43.86%) RESTful
2 22 (38.60%) Web Services
3 19 (33.33%) Dropwizard
4 17 (29.82%) Kafka
5 16 (28.07%) REST
6 5 (8.77%) Spark Streaming
7 4 (7.02%) Akka
7 4 (7.02%) Natural Language Processing
8 3 (5.26%) Apache Avro
8 3 (5.26%) RabbitMQ
8 3 (5.26%) Spring
9 2 (3.51%) D3.js
9 2 (3.51%) J2EE
10 1 (1.75%) JMS
10 1 (1.75%) JSON
10 1 (1.75%) Matplotlib
10 1 (1.75%) Node.js
10 1 (1.75%) NumPy
10 1 (1.75%) XML
10 1 (1.75%) YAML
Miscellaneous
1 8 (14.04%) Algorithms
2 6 (10.53%) Social Network
3 4 (7.02%) Computer Science
4 2 (3.51%) Analytical Skills
4 2 (3.51%) Clustering
4 2 (3.51%) Data Structures
4 2 (3.51%) Taxonomies
5 1 (1.75%) Fintech
5 1 (1.75%) Greenfield Project
Operating Systems
1 4 (7.02%) Linux
2 1 (1.75%) AIX
2 1 (1.75%) Unix
Processes & Methodologies
1 38 (66.67%) Agile Software Development
2 25 (43.86%) Microservices
3 16 (28.07%) TDD
4 13 (22.81%) Analytics
5 12 (21.05%) Open Source
6 10 (17.54%) Machine Learning
6 10 (17.54%) Software Engineering
7 9 (15.79%) Mentoring
8 8 (14.04%) Business Intelligence
9 7 (12.28%) ETL
9 7 (12.28%) Scrum
10 6 (10.53%) Data Architecture
10 6 (10.53%) MapReduce
11 5 (8.77%) Artificial Intelligence
11 5 (8.77%) Configuration Management
11 5 (8.77%) Cryptography
11 5 (8.77%) Data Analytics
11 5 (8.77%) Data Modelling
12 4 (7.02%) Deep Learning
12 4 (7.02%) DevOps
Programming Languages
1 50 (87.72%) Java
2 14 (24.56%) Scala
3 7 (12.28%) Python
4 6 (10.53%) R
5 5 (8.77%) SQL
6 2 (3.51%) C
6 2 (3.51%) C++
6 2 (3.51%) Perl
6 2 (3.51%) PHP
7 1 (1.75%) Go
7 1 (1.75%) HiveQL
7 1 (1.75%) JavaScript
7 1 (1.75%) Kotlin
7 1 (1.75%) MATLAB
Qualifications
1 5 (8.77%) Degree
2 4 (7.02%) Security Cleared
3 1 (1.75%) Computer Science Degree
3 1 (1.75%) DV Cleared
3 1 (1.75%) Numerate Degree
3 1 (1.75%) PhD
3 1 (1.75%) SC Cleared
Quality Assurance & Compliance
1 6 (10.53%) Data Quality
2 3 (5.26%) GDPR
3 2 (3.51%) Solvency II
4 1 (1.75%) Dodd-Frank
4 1 (1.75%) EMIR
4 1 (1.75%) FATCA
4 1 (1.75%) MiFID
System Software
1 6 (10.53%) Docker
2 5 (8.77%) Apache Flume
3 4 (7.02%) HDFS
4 3 (5.26%) Apache ZooKeeper
Systems Management
1 5 (8.77%) Opscode Chef
2 4 (7.02%) Kubernetes
3 3 (5.26%) Ansible
3 3 (5.26%) Puppet
4 2 (3.51%) Hadoop YARN
4 2 (3.51%) Mesos
5 1 (1.75%) Docker Swarm
5 1 (1.75%) Oozie
5 1 (1.75%) Terraform
5 1 (1.75%) ZABBIX
Vendors
1 6 (10.53%) Cloudera
2 5 (8.77%) Hortonworks
2 5 (8.77%) MapR
2 5 (8.77%) Tableau
3 4 (7.02%) Google
4 3 (5.26%) IBM
5 2 (3.51%) Apple
5 2 (3.51%) Microsoft
6 1 (1.75%) Oracle
6 1 (1.75%) Splunk