Period
to 18 November 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 18 November 2019 with a comparison to the same period in the previous 2 years.

Apache HBase
England > London
6 months to
18 Nov 2019
Same period 2018 Same period 2017
Rank 571 496 555
Rank change year-on-year -75 +59 -21
Permanent jobs citing HBase 148 345 320
As % of all permanent IT jobs advertised in London 0.27% 0.52% 0.43%
As % of the Database & Business Intelligence category 0.97% 1.72% 1.45%
Number of salaries quoted 118 244 271
London median annual salary £80,000 £85,000 £70,000
Median salary % change year-on-year -5.88% +21.43% -6.67%
10th Percentile £56,250 £57,500 £45,000
90th Percentile £111,250 £113,750 £106,000
England median annual salary £72,500 £80,000 £65,000
% change year-on-year -9.38% +23.08% -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 15,328 20,050 22,089
As % of all permanent IT jobs advertised in London 28.26% 30.20% 29.42%
Number of salaries quoted 12,686 16,354 17,693
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £38,375 £37,500 £36,250
90th Percentile £100,000 £95,000 £88,750
England median annual salary £52,500 £51,500 £50,000
% change year-on-year +1.94% +3.00% +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 18 November 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 18 November 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 +27 29 £80,000 -3.03% 3
East London +13 8 £77,000 -18.95% 2
South London - 1 £87,500 -
HBase
England

For the 6 months to 18 November 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.

1 132 (89.19%) Hadoop
2 109 (73.65%) Big Data
3 107 (72.30%) Apache Spark
4 105 (70.95%) Python
5 102 (68.92%) Apache Hive
6 87 (58.78%) AWS
7 76 (51.35%) Java
8 65 (43.92%) NoSQL
9 64 (43.24%) Agile Software Development
10 59 (39.86%) Azure
11 58 (39.19%) Impala
12 57 (38.51%) Hadoop YARN
13 53 (35.81%) Kafka
13 53 (35.81%) Analytics
14 52 (35.14%) Machine Learning
15 50 (33.78%) SQL
15 50 (33.78%) HDFS
16 45 (30.41%) Amazon Redshift
16 45 (30.41%) Scala
17 43 (29.05%) Apache Cassandra
18 42 (28.38%) GCP
19 39 (26.35%) DevOps
19 39 (26.35%) Flink
20 38 (25.68%) Data Science
20 38 (25.68%) Google
20 38 (25.68%) PostgreSQL
21 37 (25.00%) BigQuery
21 37 (25.00%) Oozie
22 36 (24.32%) ETL
23 35 (23.65%) 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
1 107 (72.30%) Apache Spark
2 14 (9.46%) Elasticsearch
3 13 (8.78%) Apache Solr
4 12 (8.11%) Apache Airflow
4 12 (8.11%) Luigi
5 7 (4.73%) Apache Pig
6 3 (2.03%) Jupyter
6 3 (2.03%) Tomcat
7 2 (1.35%) nginx
8 1 (0.68%) Confluence
8 1 (0.68%) OpenStack
Applications
1 1 (0.68%) Microsoft Project
1 1 (0.68%) Weka
Business Applications
1 2 (1.35%) Eikon
2 1 (0.68%) Adobe Campaign
Cloud Services
1 87 (58.78%) AWS
2 59 (39.86%) Azure
3 42 (28.38%) GCP
4 24 (16.22%) Amazon EMR
5 21 (14.19%) Amazon S3
6 18 (12.16%) Azure Data Factory
6 18 (12.16%) IaaS
6 18 (12.16%) PaaS
7 17 (11.49%) Amazon Kinesis
8 12 (8.11%) Amazon ECS
9 10 (6.76%) SaaS
9 10 (6.76%) Serverless
10 9 (6.08%) AWS Lambda
11 8 (5.41%) Cloud Computing
12 2 (1.35%) Amazon EC2
12 2 (1.35%) Amazon EKS
13 1 (0.68%) AWS CloudFormation
13 1 (0.68%) Azure Machine Learning
13 1 (0.68%) Power Platform
Communications & Networking
1 12 (8.11%) Kerberos
2 10 (6.76%) Firewall
2 10 (6.76%) VPN
3 7 (4.73%) Internet
4 6 (4.05%) HTTP
5 5 (3.38%) HTTPS
5 5 (3.38%) SSL
Database & Business Intelligence
1 132 (89.19%) Hadoop
2 109 (73.65%) Big Data
3 102 (68.92%) Apache Hive
4 65 (43.92%) NoSQL
5 58 (39.19%) Impala
6 45 (30.41%) Amazon Redshift
7 43 (29.05%) Apache Cassandra
8 39 (26.35%) Flink
9 38 (25.68%) PostgreSQL
10 37 (25.00%) BigQuery
11 28 (18.92%) MySQL
12 27 (18.24%) Sqoop
13 23 (15.54%) Relational Database
14 22 (14.86%) MongoDB
15 20 (13.51%) Data Lake
15 20 (13.51%) Data Warehouse
16 16 (10.81%) Amazon DynamoDB
17 15 (10.14%) HDInsight
17 15 (10.14%) Redis
18 14 (9.46%) Amazon Athena
Development Applications
1 14 (9.46%) Jenkins
2 9 (6.08%) Git (software)
3 6 (4.05%) Maven
4 5 (3.38%) Cucumber
4 5 (3.38%) JIRA
4 5 (3.38%) Selenium
5 4 (2.70%) Octopus Deploy
5 4 (2.70%) Oracle APEX
5 4 (2.70%) TeamCity
6 1 (0.68%) GoCD
6 1 (0.68%) RStudio
6 1 (0.68%) SonarQube
6 1 (0.68%) Subversion
General
1 19 (12.84%) Finance
2 14 (9.46%) Retail
3 13 (8.78%) Law
4 11 (7.43%) Front Office
5 8 (5.41%) Banking
6 4 (2.70%) Investment Banking
6 4 (2.70%) Public Sector
6 4 (2.70%) Telecoms
7 3 (2.03%) Advertising
8 2 (1.35%) Legal
9 1 (0.68%) Games
9 1 (0.68%) Manufacturing
9 1 (0.68%) Marketing
9 1 (0.68%) Retail Banking
Job Titles
1 59 (39.86%) Data Engineer
2 28 (18.92%) Architect
3 25 (16.89%) Data Architect
4 23 (15.54%) Developer
5 17 (11.49%) Cloud Architect
6 12 (8.11%) Big Data Developer
7 11 (7.43%) Consultant
7 11 (7.43%) Data Consultant
7 11 (7.43%) DevOps Engineer
8 10 (6.76%) Big Data Engineer
8 10 (6.76%) Principal Consultant
8 10 (6.76%) Principal Engineer
8 10 (6.76%) Senior Data Engineer
9 9 (6.08%) Python Engineer
9 9 (6.08%) Scala Developer
10 8 (5.41%) Java Developer
11 7 (4.73%) Database Engineer
12 6 (4.05%) Big Data Architect
12 6 (4.05%) Senior DevOps
12 6 (4.05%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 53 (35.81%) Kafka
2 20 (13.51%) Apache Beam
3 17 (11.49%) OAuth
4 15 (10.14%) Lambda Expressions
5 13 (8.78%) REST
6 12 (8.11%) JSON
7 11 (7.43%) Elastic Stack
8 10 (6.76%) LDAP
8 10 (6.76%) SAML
9 9 (6.08%) HTML
10 8 (5.41%) XML
11 7 (4.73%) OAuth2
12 6 (4.05%) NumPy
13 5 (3.38%) Apache NiFi
13 5 (3.38%) Flask
14 4 (2.70%) PySpark
14 4 (2.70%) React
14 4 (2.70%) TensorFlow
14 4 (2.70%) Web Services
15 3 (2.03%) SciPy
Miscellaneous
1 35 (23.65%) Algorithms
2 21 (14.19%) Analytical Skills
3 20 (13.51%) Data Structures
4 11 (7.43%) Virtual Team
5 10 (6.76%) Data Centre
6 7 (4.73%) Public Cloud
7 5 (3.38%) Replication
8 4 (2.70%) Cloud Native
9 3 (2.03%) Derivative
9 3 (2.03%) Equities
9 3 (2.03%) Pricing Data
9 3 (2.03%) Social Media
10 2 (1.35%) Industry 4.0
10 2 (1.35%) Management Information System
10 2 (1.35%) Self-Motivation
11 1 (0.68%) CUDA
11 1 (0.68%) Foreign Exchange (FX)
11 1 (0.68%) Greenfield Project
11 1 (0.68%) Hedge funds
Operating Systems
1 32 (21.62%) Linux
2 12 (8.11%) Unix
Processes & Methodologies
1 64 (43.24%) Agile Software Development
2 53 (35.81%) Analytics
3 52 (35.14%) Machine Learning
4 39 (26.35%) DevOps
5 38 (25.68%) Data Science
6 36 (24.32%) ETL
7 35 (23.65%) Software Engineering
8 32 (21.62%) Data Analytics
9 30 (20.27%) Business Intelligence
10 25 (16.89%) Data Modelling
11 22 (14.86%) Data Engineering
11 22 (14.86%) Microservices
12 17 (11.49%) Data Management
13 16 (10.81%) Data Analysis
13 16 (10.81%) Use Case
14 14 (9.46%) Information Security
14 14 (9.46%) Predictive Modelling
15 13 (8.78%) Data Governance
16 12 (8.11%) Data Privacy
16 12 (8.11%) MapReduce
Programming Languages
1 105 (70.95%) Python
2 76 (51.35%) Java
3 50 (33.78%) SQL
4 45 (30.41%) Scala
5 22 (14.86%) Bash Shell
6 10 (6.76%) Ruby
7 8 (5.41%) JavaScript
8 7 (4.73%) PL/SQL
9 5 (3.38%) C#
10 4 (2.70%) Go
11 3 (2.03%) C++
11 3 (2.03%) R
11 3 (2.03%) Shell Script
12 2 (1.35%) Erlang
12 2 (1.35%) Lua
13 1 (0.68%) Haskell
13 1 (0.68%) MATLAB
13 1 (0.68%) TypeScript
Qualifications
1 14 (9.46%) Degree
2 2 (1.35%) Security Cleared
3 1 (0.68%) CCA
3 1 (0.68%) PhD
3 1 (0.68%) SC Cleared
3 1 (0.68%) Six Sigma Black Belt
Quality Assurance & Compliance
1 21 (14.19%) Data Quality
2 5 (3.38%) QA
3 2 (1.35%) GDPR
3 2 (1.35%) ISO/IEC 27001
System Software
1 50 (33.78%) HDFS
2 15 (10.14%) Apache Flume
3 12 (8.11%) Docker
4 7 (4.73%) Apache ZooKeeper
5 2 (1.35%) Cronacle
5 2 (1.35%) Varnish
6 1 (0.68%) Active Directory
Systems Management
1 57 (38.51%) Hadoop YARN
2 37 (25.00%) Oozie
3 13 (8.78%) Ansible
4 11 (7.43%) Kubernetes
5 10 (6.76%) Ambari
5 10 (6.76%) Single Sign-On
6 5 (3.38%) Grafana
6 5 (3.38%) Terraform
7 4 (2.70%) Data Guard
7 4 (2.70%) Oracle Enterprise Manager
7 4 (2.70%) Oracle RMAN
7 4 (2.70%) Prometheus
8 3 (2.03%) Puppet
9 2 (1.35%) Control-M
9 2 (1.35%) Mesos
Vendors
1 38 (25.68%) Google
2 22 (14.86%) Cloudera
3 21 (14.19%) Hortonworks
3 21 (14.19%) Splunk
4 18 (12.16%) Databricks
5 12 (8.11%) Oracle
6 7 (4.73%) Informatica
6 7 (4.73%) Talend
7 5 (3.38%) MapR
8 4 (2.70%) Microsoft
8 4 (2.70%) Red Hat
8 4 (2.70%) Tableau
9 2 (1.35%) Samsung
10 1 (0.68%) Adobe
10 1 (0.68%) Cognos
10 1 (0.68%) IBM
10 1 (0.68%) Salesforce Marketing Cloud
10 1 (0.68%) Salesforce.com
10 1 (0.68%) SAP
10 1 (0.68%) StreamSets