The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for HBase skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited HBase over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Apache HBase
East of England / Cambridgeshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 125 121 -
Rank change year-on-year -4 -  
Permanent jobs citing HBase 12 12 0
As % of all permanent IT jobs advertised in Cambridgeshire 0.63% 0.65% -
As % of the Database & Business Intelligence category 2.56% 2.56% -
Number of salaries quoted 10 12 0
Median salary £50,000 £50,000 -
UK excluding London median salary £66,250 £55,000 £50,000
% change year-on-year +20.45% +10.00%  

HBase is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridgeshire
Permanent job vacancies with a requirement for database and business intelligence skills 469 469 606
As % of all permanent IT job vacancies advertised in Cambridgeshire 24.76% 25.49% 27.79%
Number of salaries quoted 390 402 539
Median salary £42,500 £40,500 £45,000
Median salary % change year-on-year +4.93% -10.00%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

HBase
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing HBase as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for HBase in Cambridgeshire

HBase
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing HBase in Cambridgeshire.

Salary trend for HBase in Cambridgeshire

HBase
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing HBase in Cambridgeshire over the 3 months to 25 June 2017.

Salary histogram for HBase in Cambridgeshire

HBase
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the Cambridgeshire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -15 11 £50,000 -
HBase
East of England

For the 6 months to 25 June 2017, 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 Cambridgeshire region with a requirement for HBase.

1 24 (100.00%) Big Data
2 23 (95.83%) Data Structures
2 23 (95.83%) Java
3 22 (91.67%) Python
3 22 (91.67%) Git (software)
3 22 (91.67%) NoSQL
3 22 (91.67%) Docker
4 21 (87.50%) Elasticsearch
4 21 (87.50%) MongoDB
4 21 (87.50%) Microsoft Azure
4 21 (87.50%) Amazon AWS
4 21 (87.50%) JSON
4 21 (87.50%) Computer Science
4 21 (87.50%) Cloud Computing
4 21 (87.50%) OOP
5 20 (83.33%) Algorithms
6 13 (54.17%) Software Engineering
7 3 (12.50%) Agile Software Development
7 3 (12.50%) Hadoop
8 2 (8.33%) Apache Hive
8 2 (8.33%) Scala
8 2 (8.33%) Linux
8 2 (8.33%) Maven
8 2 (8.33%) Data Warehouse
8 2 (8.33%) ETL
8 2 (8.33%) Apache Spark
8 2 (8.33%) Flink
8 2 (8.33%) Oozie
8 2 (8.33%) HDFS
8 2 (8.33%) Apache Cassandra

HBase
Co-occurring IT Skills in Cambridgeshire 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 (87.50%) Elasticsearch
2 2 (8.33%) Apache Pig
2 2 (8.33%) Apache Spark
Cloud Services
1 21 (87.50%) Amazon AWS
1 21 (87.50%) Cloud Computing
1 21 (87.50%) Microsoft Azure
Communications & Networking
1 1 (4.17%) Internet
Database & Business Intelligence
1 24 (100.00%) Big Data
2 22 (91.67%) NoSQL
3 21 (87.50%) MongoDB
4 3 (12.50%) Hadoop
5 2 (8.33%) Apache Cassandra
5 2 (8.33%) Apache Hive
5 2 (8.33%) Data Warehouse
5 2 (8.33%) Flink
6 1 (4.17%) Data Lake
Development Applications
1 22 (91.67%) Git (software)
2 2 (8.33%) Maven
3 1 (4.17%) Jenkins
Job Titles
1 23 (95.83%) Developer
2 21 (87.50%) Java Developer
3 13 (54.17%) Java Engineer
4 9 (37.50%) Big Data Developer
5 7 (29.17%) Python Developer
6 6 (25.00%) AWS Developer
7 5 (20.83%) Developer/Software Engineer
7 5 (20.83%) Java Software Developer
7 5 (20.83%) Java Software Engineer
7 5 (20.83%) Software Developer
7 5 (20.83%) Software Engineer
8 4 (16.67%) AWS Engineer
8 4 (16.67%) Big Data Engineer
9 3 (12.50%) NoSQL Developer
9 3 (12.50%) NoSQL Engineer
10 2 (8.33%) AWS Software Engineer
10 2 (8.33%) Python Software Engineer
11 1 (4.17%) Cloud Developer
11 1 (4.17%) DevOps Engineer
11 1 (4.17%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 21 (87.50%) JSON
2 2 (8.33%) Kafka
Miscellaneous
1 23 (95.83%) Data Structures
2 21 (87.50%) Computer Science
3 20 (83.33%) Algorithms
4 1 (4.17%) Internet of Things
Operating Systems
1 2 (8.33%) Linux
Processes & Methodologies
1 21 (87.50%) OOP
2 13 (54.17%) Software Engineering
3 3 (12.50%) Agile Software Development
4 2 (8.33%) ETL
5 1 (4.17%) Artificial Intelligence
5 1 (4.17%) Data Modelling
5 1 (4.17%) DevOps
5 1 (4.17%) OO
Programming Languages
1 23 (95.83%) Java
2 22 (91.67%) Python
3 2 (8.33%) Scala
Qualifications
1 1 (4.17%) Computer Science Degree
1 1 (4.17%) Degree
System Software
1 22 (91.67%) Docker
2 2 (8.33%) HDFS
Systems Management
1 2 (8.33%) Oozie
2 1 (4.17%) Opscode Chef
2 1 (4.17%) Puppet