Period
to 15 December 2018

The following table provides summary statistics for contract job vacancies advertised in Hampshire with a requirement for Spark Streaming skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Spark Streaming over the 6 months to 15 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 Spark Streaming
South East > Hampshire
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 187 152 159
Rank change year-on-year -35 +7 -
Contract jobs citing Spark Streaming 2 17 7
As % of all contract IT jobs advertised in Hampshire 0.052% 0.48% 0.18%
As % of the Libraries, Frameworks & Software Standards category 0.16% 2.13% 0.74%
Number of daily rates quoted 0 0 2
Hampshire median daily rate - - £525
South East median daily rate £550 £500 £550
% change year-on-year +10.00% -9.09% -
Number of hourly rates quoted 0 0 0
Hampshire median hourly rate - - -
South East median hourly rate - - -

Spark Streaming is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Hampshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Hampshire
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,269 800 951
As % of all contract IT jobs advertised in Hampshire 33.27% 22.45% 25.09%
Number of daily rates quoted 884 454 551
Hampshire median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% - +6.67%
10th Percentile £319 £278 £281
90th Percentile £575 £525 £513
South East median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +3.23%
Number of hourly rates quoted 29 31 58
Hampshire median hourly rate £45.00 £45.00 £44.73
Median hourly rate % change year-on-year - +0.60% +5.25%
10th Percentile £31.30 £27.13 £18.59
90th Percentile £57.36 £51.25 £59.31
South East median hourly rate £42.50 £45.00 £41.00
% change year-on-year -5.56% +9.76% +9.33%

Spark Streaming
Job Vacancy Trend in Hampshire

Job postings citing Spark Streaming as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Spark Streaming in Hampshire

Spark Streaming
Contractor Daily Rate Trend in Hampshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Spark Streaming in Hampshire.

Contractor daily rate trend for Spark Streaming in Hampshire

For the 6 months to 15 December 2018, IT contractor jobs citing Spark Streaming 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 Hampshire region with a requirement for Spark Streaming.

1 2 (100.00%) Java
1 2 (100.00%) J2EE
1 2 (100.00%) JUnit
1 2 (100.00%) Unix
1 2 (100.00%) Linux
1 2 (100.00%) OOP
1 2 (100.00%) OO
1 2 (100.00%) Apache
1 2 (100.00%) Eclipse
1 2 (100.00%) IntelliJ
1 2 (100.00%) OLTP
1 2 (100.00%) Shell Script
1 2 (100.00%) Middleware
1 2 (100.00%) Validation
1 2 (100.00%) Scrum
1 2 (100.00%) Agile Software Development
1 2 (100.00%) TDD
1 2 (100.00%) Spring
1 2 (100.00%) Degree
1 2 (100.00%) JSON
1 2 (100.00%) Mathematics
1 2 (100.00%) Computer Science
1 2 (100.00%) QA
1 2 (100.00%) Unit Testing
1 2 (100.00%) Git (software)
1 2 (100.00%) RESTful
1 2 (100.00%) Hadoop
1 2 (100.00%) Open Source
1 2 (100.00%) PaaS
1 2 (100.00%) BDD

Spark Streaming
Co-occurring IT Skills in Hampshire 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 2 (100.00%) Apache
1 2 (100.00%) Apache Spark
1 2 (100.00%) Cloud Foundry
1 2 (100.00%) GemFire
Cloud Services
1 2 (100.00%) GitHub
1 2 (100.00%) PaaS
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Hadoop
1 2 (100.00%) HBase
1 2 (100.00%) OLTP
Development Applications
1 2 (100.00%) Eclipse
1 2 (100.00%) Git (software)
1 2 (100.00%) Gradle
1 2 (100.00%) IntelliJ
1 2 (100.00%) Jenkins
1 2 (100.00%) JUnit
Job Titles
1 2 (100.00%) Applications Developer
1 2 (100.00%) Big Data Developer
1 2 (100.00%) Developer
Libraries, Frameworks & Software Standards
1 2 (100.00%) J2EE
1 2 (100.00%) JSON
1 2 (100.00%) Kafka
1 2 (100.00%) Middleware
1 2 (100.00%) RabbitMQ
1 2 (100.00%) RESTful
1 2 (100.00%) Spring
1 2 (100.00%) Spring Boot
1 2 (100.00%) Spring Integration
Miscellaneous
1 2 (100.00%) Fintech
1 2 (100.00%) Linux Command Line
1 2 (100.00%) Virtual Team
Operating Systems
1 2 (100.00%) Linux
1 2 (100.00%) Unix
Processes & Methodologies
1 2 (100.00%) Acceptance Criteria
1 2 (100.00%) Agile Software Development
1 2 (100.00%) BDD
1 2 (100.00%) Computer Science
1 2 (100.00%) Mathematics
1 2 (100.00%) Microservices
1 2 (100.00%) OO
1 2 (100.00%) OOP
1 2 (100.00%) Open Source
1 2 (100.00%) Release Train
1 2 (100.00%) Scaled Agile Framework
1 2 (100.00%) Scrum
1 2 (100.00%) TDD
1 2 (100.00%) Unit Testing
1 2 (100.00%) User Stories
1 2 (100.00%) Validation
Programming Languages
1 2 (100.00%) Java
1 2 (100.00%) Java 8
1 2 (100.00%) Shell Script
Qualifications
1 2 (100.00%) Computer Science Degree
1 2 (100.00%) Degree
Quality Assurance & Compliance
1 2 (100.00%) QA
System Software
1 2 (100.00%) Apache ZooKeeper
1 2 (100.00%) HDFS