Period
to 17 January 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 17 January 2019 with a comparison to the same period in the previous 2 years.

Apache HBase
England > London
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 395 469 463
Rank change year-on-year +74 -6 +118
Permanent jobs citing HBase 434 373 403
As % of all permanent IT jobs advertised in London 0.69% 0.53% 0.57%
As % of the Database & Business Intelligence category 2.34% 1.77% 1.91%
Number of salaries quoted 306 331 350
London median annual salary £80,000 £75,000 £70,000
Median salary % change year-on-year +6.67% +7.14% -3.45%
10th Percentile £55,000 £45,000 £48,750
90th Percentile £111,250 £106,000 £105,000
England median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - -

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 18,535 21,099 21,150
As % of all permanent IT jobs advertised in London 29.50% 30.06% 29.74%
Number of salaries quoted 15,328 17,181 18,481
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £95,000 £88,750 £87,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +3.26%

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 17 January 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 17 January 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 +4 49 £70,000 -3.45% 13
East London +18 12 £95,000 +2.70% 1
West London +4 6 £90,000 +56.52% 7
North London +15 2 £80,000 -15.79% 1
HBase
England

For the 6 months to 17 January 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.

1 372 (85.71%) Hadoop
2 339 (78.11%) Java
3 334 (76.96%) Apache Spark
4 326 (75.12%) Big Data
5 297 (68.43%) Apache Hive
6 290 (66.82%) Python
7 267 (61.52%) NoSQL
8 249 (57.37%) Amazon AWS
9 247 (56.91%) Kafka
10 234 (53.92%) Apache Cassandra
11 227 (52.30%) Agile Software Development
12 226 (52.07%) Scala
13 181 (41.71%) Cloudera
14 152 (35.02%) Machine Learning
15 148 (34.10%) Analytics
16 143 (32.95%) Hortonworks
17 142 (32.72%) Impala
18 137 (31.57%) MapReduce
19 135 (31.11%) ETL
20 133 (30.65%) Oozie
20 133 (30.65%) Data Science
21 128 (29.49%) Amazon Redshift
22 127 (29.26%) SQL
23 118 (27.19%) Apache Flume
24 116 (26.73%) Elasticsearch
24 116 (26.73%) Microsoft Azure
25 112 (25.81%) Scrum
26 110 (25.35%) Apache Pig
27 107 (24.65%) Flink
28 103 (23.73%) Software Engineering

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
1 334 (76.96%) Apache Spark
2 116 (26.73%) Elasticsearch
3 110 (25.35%) Apache Pig
4 70 (16.13%) Apache
5 66 (15.21%) Apache Solr
6 17 (3.92%) SAS
7 6 (1.38%) WildFly
8 3 (0.69%) Confluence
9 2 (0.46%) Jupyter
10 1 (0.23%) Apache Airflow
10 1 (0.23%) OpenStack
Applications
1 5 (1.15%) SPSS
Cloud Services
1 249 (57.37%) Amazon AWS
2 116 (26.73%) Microsoft Azure
3 100 (23.04%) Google Cloud Platform
4 30 (6.91%) Serverless
5 28 (6.45%) AWS Lambda
6 21 (4.84%) Amazon EMR
7 18 (4.15%) Amazon SQS
8 16 (3.69%) Cloud Computing
9 10 (2.30%) Amazon Kinesis
9 10 (2.30%) Amazon S3
10 9 (2.07%) GitHub
10 9 (2.07%) IaaS
11 8 (1.84%) iTunes
11 8 (1.84%) PaaS
12 6 (1.38%) Amazon EC2
13 5 (1.15%) Azure Machine Learning
13 5 (1.15%) SaaS
14 4 (0.92%) Cortana Intelligence Suite
14 4 (0.92%) Siri
15 3 (0.69%) Azure Data Factory
Communications & Networking
1 49 (11.29%) Internet
2 7 (1.61%) Firewall
3 5 (1.15%) SSL
4 4 (0.92%) HTTP
4 4 (0.92%) Kerberos
4 4 (0.92%) TCP/IP
4 4 (0.92%) VPN
5 2 (0.46%) VLAN
6 1 (0.23%) DNS
6 1 (0.23%) FCoE
6 1 (0.23%) Fibre Channel
6 1 (0.23%) HTTPS
6 1 (0.23%) Intrusion Detection
6 1 (0.23%) iSCSI
6 1 (0.23%) NAS
6 1 (0.23%) RTMP
6 1 (0.23%) SAN
Database & Business Intelligence
1 372 (85.71%) Hadoop
2 326 (75.12%) Big Data
3 297 (68.43%) Apache Hive
4 267 (61.52%) NoSQL
5 234 (53.92%) Apache Cassandra
6 142 (32.72%) Impala
7 128 (29.49%) Amazon Redshift
8 107 (24.65%) Flink
9 100 (23.04%) MongoDB
10 71 (16.36%) Couchbase
11 69 (15.90%) CouchDB
12 65 (14.98%) Data Warehouse
13 58 (13.36%) MySQL
14 57 (13.13%) Sqoop
15 49 (11.29%) SQL Server
16 44 (10.14%) Apache Kudu
17 41 (9.45%) PostgreSQL
17 41 (9.45%) Spotfire
18 39 (8.99%) BigQuery
19 36 (8.29%) Power BI
Development Applications
1 18 (4.15%) Jenkins
2 14 (3.23%) Git (software)
3 11 (2.53%) JUnit
4 8 (1.84%) ERwin
4 8 (1.84%) IntelliJ
5 7 (1.61%) JIRA
6 5 (1.15%) Maven
7 4 (0.92%) GitLab
7 4 (0.92%) Travis CI
8 3 (0.69%) Visual Studio Team System
9 2 (0.46%) Eclipse
9 2 (0.46%) ER Studio
9 2 (0.46%) FindBugs
9 2 (0.46%) TeamCity
10 1 (0.23%) CircleCI
10 1 (0.23%) Grunt
10 1 (0.23%) Subversion
10 1 (0.23%) Vagrant
10 1 (0.23%) Visual Studio
General
1 48 (11.06%) Finance
2 44 (10.14%) Law
3 41 (9.45%) Military
4 26 (5.99%) Banking
5 21 (4.84%) Games
6 20 (4.61%) Retail
7 18 (4.15%) Telecoms
8 10 (2.30%) Investment Banking
9 9 (2.07%) Advertising
10 8 (1.84%) Marketing
10 8 (1.84%) Pharmaceutical
11 2 (0.46%) French Language
12 1 (0.23%) Financial Institution
12 1 (0.23%) Front Office
12 1 (0.23%) Legal
Job Titles
1 205 (47.24%) Data Engineer
2 152 (35.02%) Big Data Engineer
3 77 (17.74%) Developer
4 67 (15.44%) Architect
5 64 (14.75%) Data Architect
6 59 (13.59%) Java Developer
7 56 (12.90%) Big Data Architect
8 41 (9.45%) Senior Data Engineer
9 26 (5.99%) Hadoop Engineer
9 26 (5.99%) Java Developer - Fintech
10 23 (5.30%) Senior Developer
11 19 (4.38%) Games Engineer
11 19 (4.38%) Senior Java Developer
12 18 (4.15%) Big Data Developer
13 16 (3.69%) Consultant
13 16 (3.69%) Data Scientist
14 14 (3.23%) Senior Data Scientist
15 13 (3.00%) Python Engineer
15 13 (3.00%) Senior Architect
16 12 (2.76%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 247 (56.91%) Kafka
2 63 (14.52%) Web Services
3 60 (13.82%) Spark Streaming
4 47 (10.83%) Apache NiFi
5 43 (9.91%) Spring
6 39 (8.99%) AngularJS
7 36 (8.29%) RESTful
8 32 (7.37%) RabbitMQ
9 31 (7.14%) PySpark
10 29 (6.68%) Hibernate
10 29 (6.68%) REST
11 26 (5.99%) ActiveMQ
11 26 (5.99%) JMS
11 26 (5.99%) Natural Language Processing
12 21 (4.84%) .NET
13 18 (4.15%) TensorFlow
14 15 (3.46%) Node.js
15 14 (3.23%) Dropwizard
15 14 (3.23%) LAMP
15 14 (3.23%) scikit-learn
Miscellaneous
1 46 (10.60%) Fintech
2 27 (6.22%) Analytical Skills
3 23 (5.30%) Data Structures
4 22 (5.07%) Virtual Team
5 15 (3.46%) Algorithms
6 13 (3.00%) Greenfield Project
7 9 (2.07%) Life Science
8 6 (1.38%) Derivative
8 6 (1.38%) Enterprise Software
8 6 (1.38%) Market Risk
9 4 (0.92%) Public Cloud
10 3 (0.69%) Clustering
11 2 (0.46%) Anti-Piracy
11 2 (0.46%) Blog
11 2 (0.46%) IPTV
11 2 (0.46%) Mainframe
11 2 (0.46%) Management Information System
11 2 (0.46%) PMI
11 2 (0.46%) User Experience
12 1 (0.23%) FMCG
Operating Systems
1 80 (18.43%) Linux
2 60 (13.82%) Unix
3 10 (2.30%) Ubuntu
4 7 (1.61%) CentOS
4 7 (1.61%) Red Hat Enterprise Linux
5 2 (0.46%) Windows
6 1 (0.23%) CoreOS
6 1 (0.23%) DC/OS
Processes & Methodologies
1 227 (52.30%) Agile Software Development
2 152 (35.02%) Machine Learning
3 148 (34.10%) Analytics
4 137 (31.57%) MapReduce
5 135 (31.11%) ETL
6 133 (30.65%) Data Science
7 112 (25.81%) Scrum
8 103 (23.73%) Software Engineering
9 74 (17.05%) Data Modelling
10 72 (16.59%) Business Intelligence
11 70 (16.13%) Kanban
12 69 (15.90%) Data Engineering
13 63 (14.52%) Data Analytics
14 56 (12.90%) DevOps
15 48 (11.06%) Artificial Intelligence
16 46 (10.60%) Computer Science
17 43 (9.91%) Data Ingestion
18 40 (9.22%) Performance Tuning
18 40 (9.22%) TDD
19 39 (8.99%) Cybersecurity
Programming Languages
1 339 (78.11%) Java
2 290 (66.82%) Python
3 226 (52.07%) Scala
4 127 (29.26%) SQL
5 28 (6.45%) Shell Script
6 25 (5.76%) C#
7 22 (5.07%) Ruby
8 21 (4.84%) C++
9 20 (4.61%) Bash Shell
10 16 (3.69%) R
11 15 (3.46%) Java 8
12 14 (3.23%) C
12 14 (3.23%) PL/SQL
13 12 (2.76%) JavaScript
14 9 (2.07%) HiveQL
15 8 (1.84%) T-SQL
16 7 (1.61%) Perl
17 6 (1.38%) Groovy
17 6 (1.38%) Haskell
18 5 (1.15%) PHP
Qualifications
1 48 (11.06%) Degree
2 32 (7.37%) Computer Science Degree
3 26 (5.99%) Numerate Degree
4 13 (3.00%) Master's Degree
5 3 (0.69%) MCP
6 2 (0.46%) CEH
6 2 (0.46%) PhD
6 2 (0.46%) PMI Certification
6 2 (0.46%) Postgraduate
6 2 (0.46%) TOGAF Certification
7 1 (0.23%) ISEB
7 1 (0.23%) ISTQB
Quality Assurance & Compliance
1 21 (4.84%) Data Quality
2 16 (3.69%) GDPR
3 6 (1.38%) PCI DSS
4 5 (1.15%) ISO/IEC 27001
5 4 (0.92%) QA
6 3 (0.69%) Solvency II
7 1 (0.23%) MiFID
System Software
1 118 (27.19%) Apache Flume
2 101 (23.27%) HDFS
3 37 (8.53%) Apache ZooKeeper
4 25 (5.76%) Docker
5 3 (0.69%) Active Directory
6 2 (0.46%) VMware Infrastructure
7 1 (0.23%) Hyper-V
7 1 (0.23%) KVM
7 1 (0.23%) NFS
7 1 (0.23%) SRDF
7 1 (0.23%) VirtualBox
7 1 (0.23%) Xen
Systems Management
1 133 (30.65%) Oozie
2 102 (23.50%) Hadoop YARN
3 20 (4.61%) Kubernetes
4 19 (4.38%) Prometheus
5 16 (3.69%) Ansible
5 16 (3.69%) Kibana
5 16 (3.69%) Opscode Chef
6 15 (3.46%) Grafana
6 15 (3.46%) Puppet
7 14 (3.23%) logstash
8 12 (2.76%) Ambari
9 9 (2.07%) Mesos
10 3 (0.69%) Salt
11 2 (0.46%) Terraform
12 1 (0.23%) Apache Brooklyn
12 1 (0.23%) Marathon
12 1 (0.23%) Nagios
12 1 (0.23%) Single Sign-On
12 1 (0.23%) ZABBIX
Vendors
1 181 (41.71%) Cloudera
2 143 (32.95%) Hortonworks
3 94 (21.66%) MapR
4 73 (16.82%) Google
5 71 (16.36%) Databricks
6 57 (13.13%) Tableau
7 51 (11.75%) Microsoft
8 50 (11.52%) IBM
8 50 (11.52%) Talend
9 42 (9.68%) Oracle
10 36 (8.29%) Informatica
11 25 (5.76%) Splunk
12 22 (5.07%) SAP
13 20 (4.61%) Vertica
14 19 (4.38%) TIBCO
15 18 (4.15%) HP
16 17 (3.92%) Greenplum
17 15 (3.46%) WorldPay
18 12 (2.76%) Apple
19 11 (2.53%) Teradata