Period
to 16 December 2018

The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for HBase skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited HBase over the 6 months to 16 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache HBase
England > North West
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 195 200 207
Rank change year-on-year +5 +7 +33
Contract jobs citing HBase 23 9 11
As % of all contract IT jobs advertised in the North West 0.39% 0.16% 0.17%
As % of the Database & Business Intelligence category 1.77% 0.67% 0.67%
Number of daily rates quoted 20 23 8
North West median daily rate £600 £610 £625
Median daily rate % change year-on-year -1.64% -2.40% -3.85%
10th Percentile £479 £605 £526
90th Percentile £788 £755 £738
England median daily rate £575 £550 £550
% change year-on-year +4.55% - -4.35%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate - £35.00 £31.91
% change year-on-year - +9.69% -4.90%

HBase is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Contract vacancies with a requirement for database or business intelligence skills 1,296 1,340 1,643
As % of all contract IT jobs advertised in the North West 21.72% 23.68% 25.44%
Number of daily rates quoted 870 925 1,108
North West median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -6.25%
10th Percentile £287 £275 £263
90th Percentile £575 £625 £550
England median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +1.19%
Number of hourly rates quoted 30 36 43
North West median hourly rate £35.00 £42.75 £35.00
Median hourly rate % change year-on-year -18.13% +22.14% -12.50%
10th Percentile £14.63 £18.17 £14.39
90th Percentile £47.67 £59.38 £59.31
England median hourly rate £32.50 £32.75 £27.75
% change year-on-year -0.76% +18.02% +0.91%

HBase
Job Vacancy Trend in the North West

Job postings citing HBase as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for HBase in the North West

HBase
Contractor Daily Rate Trend in the North West

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing HBase in the North West.

Contractor daily rate trend for HBase in the North West

HBase
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing HBase in the North West over the 6 months to 16 December 2018.

Contractor daily rate histogram for HBase in the North West

HBase
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the North West region over the 6 months to 16 December 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Lancashire -12 14 £645 +5.74%
Manchester -8 6 £575 +27.78% 2
Cheshire +2 2 - -
HBase
England

For the 6 months to 16 December 2018, IT contractor 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 contract job ads across the North West region with a requirement for HBase.

1 20 (86.96%) Apache Hive
2 18 (78.26%) Hadoop
2 18 (78.26%) Big Data
2 18 (78.26%) Apache Spark
3 11 (47.83%) Java
3 11 (47.83%) Kafka
4 10 (43.48%) SQL
5 9 (39.13%) Sqoop
5 9 (39.13%) HDFS
6 8 (34.78%) Tableau
7 7 (30.43%) Hortonworks
7 7 (30.43%) MongoDB
7 7 (30.43%) Oracle
7 7 (30.43%) Data Warehouse
8 6 (26.09%) Python
8 6 (26.09%) Unix
8 6 (26.09%) ETL
8 6 (26.09%) Business Intelligence
8 6 (26.09%) Agile Software Development
8 6 (26.09%) Scala
8 6 (26.09%) Cloudera
8 6 (26.09%) Relational Database
8 6 (26.09%) Spark Streaming
9 5 (21.74%) Analytics
9 5 (21.74%) Open Source
9 5 (21.74%) Data Modelling
10 4 (17.39%) Shell Script
10 4 (17.39%) PostgreSQL
10 4 (17.39%) Visualisation
10 4 (17.39%) NoSQL

HBase
Co-occurring IT Skills in the North West 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 18 (78.26%) Apache Spark
2 3 (13.04%) Apache Pig
2 3 (13.04%) SAS
3 2 (8.70%) Apache
4 1 (4.35%) Elasticsearch
4 1 (4.35%) Tomcat
Cloud Services
1 2 (8.70%) Amazon AWS
1 2 (8.70%) AWS CloudFormation
1 2 (8.70%) Virtual Private Cloud
Communications & Networking
1 2 (8.70%) Kerberos
Database & Business Intelligence
1 20 (86.96%) Apache Hive
2 18 (78.26%) Big Data
2 18 (78.26%) Hadoop
3 9 (39.13%) Sqoop
4 7 (30.43%) Data Warehouse
4 7 (30.43%) MongoDB
5 6 (26.09%) Relational Database
6 4 (17.39%) NoSQL
6 4 (17.39%) Pentaho
6 4 (17.39%) PostgreSQL
6 4 (17.39%) Power BI
7 3 (13.04%) Apache Cassandra
7 3 (13.04%) Data Lake
7 3 (13.04%) Oracle Database
7 3 (13.04%) SQL Server
8 2 (8.70%) BusinessObjects
8 2 (8.70%) DB2
8 2 (8.70%) Enterprise Data Warehouse
8 2 (8.70%) KNIME
9 1 (4.35%) HSQLDB
Development Applications
1 3 (13.04%) ERwin
2 2 (8.70%) Atlassian Bamboo
2 2 (8.70%) Git (software)
2 2 (8.70%) Hudson
2 2 (8.70%) Jenkins
2 2 (8.70%) RStudio
2 2 (8.70%) Subversion
2 2 (8.70%) Team Foundation Server
3 1 (4.35%) Toad
General
1 3 (13.04%) Finance
2 1 (4.35%) Banking
Job Titles
1 12 (52.17%) Developer
2 6 (26.09%) Big Data Developer
3 5 (21.74%) Architect
3 5 (21.74%) Java Developer
4 3 (13.04%) Apache Spark Developer
4 3 (13.04%) Big Data Engineer
4 3 (13.04%) Cloud Architect
4 3 (13.04%) Cloud Engineer
4 3 (13.04%) Data Architect
4 3 (13.04%) Data Engineer
4 3 (13.04%) ETL Developer
4 3 (13.04%) Hadoop Architect
4 3 (13.04%) Hadoop Developer
4 3 (13.04%) Hadoop Engineer
4 3 (13.04%) Java Hadoop Developer
5 2 (8.70%) DevOps Developer
5 2 (8.70%) Full Stack Developer
5 2 (8.70%) Lead Architect
5 2 (8.70%) Lead Data Architect
5 2 (8.70%) Pentaho Developer
Libraries, Frameworks & Software Standards
1 11 (47.83%) Kafka
2 6 (26.09%) Spark Streaming
3 3 (13.04%) J2EE
3 3 (13.04%) Node.js
4 2 (8.70%) AngularJS
4 2 (8.70%) React
5 1 (4.35%) Natural Language Processing
5 1 (4.35%) Oracle GoldenGate
Miscellaneous
1 3 (13.04%) Analytical Skills
2 2 (8.70%) Algorithms
2 2 (8.70%) Management Information System
2 2 (8.70%) Self-Motivation
3 1 (4.35%) Data Structures
3 1 (4.35%) Virtual Team
Operating Systems
1 6 (26.09%) Unix
2 2 (8.70%) Linux
3 1 (4.35%) CentOS
3 1 (4.35%) Red Hat Enterprise Linux
3 1 (4.35%) Solaris
3 1 (4.35%) Windows
Processes & Methodologies
1 6 (26.09%) Agile Software Development
1 6 (26.09%) Business Intelligence
1 6 (26.09%) ETL
2 5 (21.74%) Analytics
2 5 (21.74%) Data Modelling
2 5 (21.74%) Open Source
3 4 (17.39%) Continuous Integration
3 4 (17.39%) Data Architecture
3 4 (17.39%) Data Integration
3 4 (17.39%) DevOps
3 4 (17.39%) Visualisation
4 3 (13.04%) Data Analysis
4 3 (13.04%) Data Reconciliation
4 3 (13.04%) Data Science
4 3 (13.04%) Data Security
4 3 (13.04%) Data Visualisation
4 3 (13.04%) ETL Development
5 2 (8.70%) Data Engineering
5 2 (8.70%) Data Strategy
5 2 (8.70%) Scaled Agile Framework
Programming Languages
1 11 (47.83%) Java
2 10 (43.48%) SQL
3 6 (26.09%) Python
3 6 (26.09%) Scala
4 4 (17.39%) Shell Script
5 3 (13.04%) PL/SQL
5 3 (13.04%) R
6 2 (8.70%) Java 8
6 2 (8.70%) JavaScript
6 2 (8.70%) Ruby
7 1 (4.35%) MATLAB
Qualifications
1 2 (8.70%) AWS Certification
1 2 (8.70%) Security Cleared
2 1 (4.35%) PhD
2 1 (4.35%) SC Cleared
Quality Assurance & Compliance
1 3 (13.04%) Data Quality
1 3 (13.04%) QA
System Software
1 9 (39.13%) HDFS
2 3 (13.04%) Docker
3 2 (8.70%) Apache Flume
4 1 (4.35%) Apache ZooKeeper
4 1 (4.35%) Oracle RAC
Systems Management
1 2 (8.70%) Ansible
1 2 (8.70%) Docker Swarm
1 2 (8.70%) Kubernetes
1 2 (8.70%) Opscode Chef
1 2 (8.70%) Puppet
1 2 (8.70%) Salt
2 1 (4.35%) BMC PATROL
2 1 (4.35%) Ganglia
2 1 (4.35%) Nagios
2 1 (4.35%) NetBackup
2 1 (4.35%) Oozie
2 1 (4.35%) Terraform
Vendors
1 8 (34.78%) Tableau
2 7 (30.43%) Hortonworks
2 7 (30.43%) Oracle
3 6 (26.09%) Cloudera
4 3 (13.04%) Informatica
5 2 (8.70%) CA
5 2 (8.70%) MapR
5 2 (8.70%) Talend
5 2 (8.70%) Teradata
6 1 (4.35%) BMC
6 1 (4.35%) Red Hat