Period
to 18 September 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 18 September 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
18 Sep 2018
Same period 2017 Same period 2016
Rank 193 198 228
Rank change year-on-year +5 +30 +14
Contract jobs citing HBase 29 6 6
As % of all contract IT jobs advertised in the North West 0.48% 0.10% 0.083%
As % of the Database & Business Intelligence category 2.24% 0.46% 0.36%
Number of daily rates quoted 22 16 3
North West median daily rate £575 £610 £650
Median daily rate % change year-on-year -5.74% -6.15% -
10th Percentile £490 £578 £523
90th Percentile £694 £755 £725
England median daily rate £550 £550 £550
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate - £35.00 -

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 1,294 1,297 1,674
As % of all contract IT jobs advertised in the North West 21.55% 22.40% 23.10%
Number of daily rates quoted 893 816 1,067
North West median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -6.25%
10th Percentile £280 £284 £256
90th Percentile £575 £563 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 26 22 45
North West median hourly rate £35.00 £41.13 £28.50
Median hourly rate % change year-on-year -14.89% +44.30% -22.97%
10th Percentile £10.63 £15.38 £14.43
90th Percentile £54.25 £45.80 £59.31
England median hourly rate £30.00 £30.00 £29.70
% change year-on-year - +1.00% +7.46%

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 18 September 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 18 September 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
Manchester -6 12 £563 +25.00% 2
Lancashire -10 6 £525 -13.93%
Cheshire - 5 £625 -
HBase
England

For the 6 months to 18 September 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 27 (93.10%) Apache Hive
2 25 (86.21%) Hadoop
3 21 (72.41%) Apache Spark
4 20 (68.97%) Big Data
5 11 (37.93%) MongoDB
6 10 (34.48%) Tableau
6 10 (34.48%) Java
6 10 (34.48%) SQL
6 10 (34.48%) Business Intelligence
7 9 (31.03%) Data Warehouse
7 9 (31.03%) Data Modelling
7 9 (31.03%) Unix
7 9 (31.03%) Data Security
7 9 (31.03%) Data Integration
7 9 (31.03%) Cloudera
8 8 (27.59%) Kafka
8 8 (27.59%) Data Quality
8 8 (27.59%) Pentaho
8 8 (27.59%) Visualisation
8 8 (27.59%) Open Source
8 8 (27.59%) Analytical Skills
8 8 (27.59%) Finance
8 8 (27.59%) PostgreSQL
8 8 (27.59%) Informatica
8 8 (27.59%) Shell Script
8 8 (27.59%) Oracle
9 7 (24.14%) Python
9 7 (24.14%) BusinessObjects
9 7 (24.14%) CA
9 7 (24.14%) ERwin

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 21 (72.41%) Apache Spark
2 7 (24.14%) Apache Pig
2 7 (24.14%) SAS
3 3 (10.34%) Apache
4 1 (3.45%) Elasticsearch
Cloud Services
1 7 (24.14%) Amazon AWS
2 5 (17.24%) AWS CloudFormation
2 5 (17.24%) Virtual Private Cloud
Database & Business Intelligence
1 27 (93.10%) Apache Hive
2 25 (86.21%) Hadoop
3 20 (68.97%) Big Data
4 11 (37.93%) MongoDB
5 9 (31.03%) Data Warehouse
6 8 (27.59%) Pentaho
6 8 (27.59%) PostgreSQL
7 7 (24.14%) BusinessObjects
7 7 (24.14%) Enterprise Data Warehouse
8 5 (17.24%) Data Lake
8 5 (17.24%) Sqoop
9 4 (13.79%) Relational Database
10 3 (10.34%) Apache Cassandra
10 3 (10.34%) NoSQL
10 3 (10.34%) Power BI
11 2 (6.90%) Impala
12 1 (3.45%) DB2
12 1 (3.45%) RDBMS
12 1 (3.45%) SQL Server
Development Applications
1 7 (24.14%) ERwin
2 5 (17.24%) Atlassian Bamboo
2 5 (17.24%) Git (software)
2 5 (17.24%) Hudson
2 5 (17.24%) Jenkins
2 5 (17.24%) Subversion
2 5 (17.24%) Team Foundation Server
General
1 8 (27.59%) Finance
2 2 (6.90%) Banking
3 1 (3.45%) Pharmaceutical
Job Titles
1 12 (41.38%) Architect
1 12 (41.38%) Developer
2 6 (20.69%) Cloud Architect
2 6 (20.69%) Data Architect
3 5 (17.24%) Cloud Developer
3 5 (17.24%) Lead Architect
4 4 (13.79%) Big Data Developer
4 4 (13.79%) DevOps Developer
5 3 (10.34%) Java Developer
6 2 (6.90%) Apache Spark Developer
6 2 (6.90%) AWS Architect
6 2 (6.90%) Big Data Engineer
6 2 (6.90%) Data Analyst
6 2 (6.90%) Data Engineer
6 2 (6.90%) Data Migration Analyst
6 2 (6.90%) ETL Developer
6 2 (6.90%) Full Stack Developer
6 2 (6.90%) Hadoop Architect
6 2 (6.90%) Hadoop Developer
6 2 (6.90%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 8 (27.59%) Kafka
2 6 (20.69%) Node.js
3 5 (17.24%) AngularJS
3 5 (17.24%) React
4 4 (13.79%) Spark Streaming
5 2 (6.90%) J2EE
6 1 (3.45%) Natural Language Processing
Miscellaneous
1 8 (27.59%) Analytical Skills
2 7 (24.14%) Management Information System
3 6 (20.69%) Enterprise Software
4 4 (13.79%) Self-Motivation
5 1 (3.45%) Algorithms
5 1 (3.45%) Virtual Team
Operating Systems
1 9 (31.03%) Unix
Processes & Methodologies
1 10 (34.48%) Business Intelligence
2 9 (31.03%) Data Integration
2 9 (31.03%) Data Modelling
2 9 (31.03%) Data Security
3 8 (27.59%) Open Source
3 8 (27.59%) Visualisation
4 7 (24.14%) Agile Software Development
4 7 (24.14%) Data Architecture
4 7 (24.14%) Data Management
4 7 (24.14%) Data Strategy
4 7 (24.14%) Data Visualisation
4 7 (24.14%) Metadata Management
4 7 (24.14%) Reverse Engineering
5 6 (20.69%) Analytics
5 6 (20.69%) Stakeholder Management
6 5 (17.24%) Continuous Integration
6 5 (17.24%) Data Governance
6 5 (17.24%) DevOps
6 5 (17.24%) Enterprise Architecture
6 5 (17.24%) Information Assurance
Programming Languages
1 10 (34.48%) Java
1 10 (34.48%) SQL
2 8 (27.59%) Shell Script
3 7 (24.14%) Python
4 5 (17.24%) JavaScript
4 5 (17.24%) Ruby
5 4 (13.79%) Scala
6 2 (6.90%) Java 8
7 1 (3.45%) MATLAB
7 1 (3.45%) PL/SQL
7 1 (3.45%) R
Qualifications
1 4 (13.79%) AWS Certification
2 1 (3.45%) PhD
2 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 8 (27.59%) Data Quality
2 6 (20.69%) QA
System Software
1 6 (20.69%) Docker
2 5 (17.24%) HDFS
3 1 (3.45%) Apache Flume
Systems Management
1 5 (17.24%) Ansible
1 5 (17.24%) Docker Swarm
1 5 (17.24%) Kubernetes
1 5 (17.24%) Opscode Chef
1 5 (17.24%) Puppet
1 5 (17.24%) Salt
2 1 (3.45%) Hadoop YARN
2 1 (3.45%) Oozie
2 1 (3.45%) Terraform
Vendors
1 10 (34.48%) Tableau
2 9 (31.03%) Cloudera
3 8 (27.59%) Informatica
3 8 (27.59%) Oracle
4 7 (24.14%) CA
5 2 (6.90%) Hortonworks
6 1 (3.45%) MapR
6 1 (3.45%) Teradata