Period
to 11 December 2017

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 11 December 2017 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
11 Dec 2017
Same period 2016 Same period 2015
Rank 144 166 -
Rank change year-on-year +22 - -
Contract jobs citing Spark Streaming 16 7 0
As % of all contract IT jobs advertised in Hampshire 0.45% 0.18% -
As % of the Libraries, Frameworks & Software Standards category 2.05% 0.75% -
Number of daily rates quoted 0 2 0
Hampshire median daily rate - £525 -
South East median daily rate £500 £538 -
% change year-on-year -6.98% - -
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 780 929 1080
As % of all contract IT jobs advertised in Hampshire 22.02% 24.39% 24.66%
Number of daily rates quoted 440 538 684
Hampshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £263 £281 £275
90th Percentile £525 £513 £492
South East median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +6.90%
Number of hourly rates quoted 28 53 39
Hampshire median hourly rate £43.25 £43.50 £42.50
Median hourly rate % change year-on-year -0.57% +2.35% +13.33%
10th Percentile £26.11 £18.32 £21.25
90th Percentile £49.35 £59.31 £51.25
South East median hourly rate £45.00 £41.00 £37.50
% change year-on-year +9.76% +9.33% +20.97%

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
Contract Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Spark Streaming within the Hampshire region over the 6 months to 11 December 2017. 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
Farnborough +3 1 - -
Spark Streaming
South East

For the 6 months to 11 December 2017, IT contractor jobs citing Spark Streaming also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Hampshire region with a requirement for Spark Streaming.

1 16 (100.00%) Java
1 16 (100.00%) Spring
1 16 (100.00%) Agile Software Development
1 16 (100.00%) Git (software)
1 16 (100.00%) RESTful
1 16 (100.00%) Apache ZooKeeper
1 16 (100.00%) Spring Integration
1 16 (100.00%) Kafka
1 16 (100.00%) Jenkins
1 16 (100.00%) Apache Spark
1 16 (100.00%) Spring Boot
2 14 (87.50%) Degree
2 14 (87.50%) Big Data
3 13 (81.25%) GitHub
3 13 (81.25%) Gradle
3 13 (81.25%) GemFire
3 13 (81.25%) MapReduce
3 13 (81.25%) HBase
3 13 (81.25%) User Stories
3 13 (81.25%) Apache Camel
3 13 (81.25%) Performance Tuning
3 13 (81.25%) Cloud Foundry
3 13 (81.25%) HDFS
3 13 (81.25%) Acceptance Criteria
3 13 (81.25%) Virtual Team
3 13 (81.25%) Linux Command Line
3 13 (81.25%) JSON
3 13 (81.25%) QA
3 13 (81.25%) TDD
3 13 (81.25%) Unit Testing

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 16 (100.00%) Apache Spark
2 13 (81.25%) Apache
2 13 (81.25%) Cloud Foundry
2 13 (81.25%) GemFire
2 13 (81.25%) Tomcat
Cloud Services
1 13 (81.25%) GitHub
1 13 (81.25%) PaaS
Communications & Networking
1 3 (18.75%) Kerberos
Database & Business Intelligence
1 14 (87.50%) Big Data
2 13 (81.25%) Apache Hive
2 13 (81.25%) Hadoop
2 13 (81.25%) HBase
2 13 (81.25%) OLTP
Development Applications
1 16 (100.00%) Git (software)
1 16 (100.00%) Jenkins
2 13 (81.25%) Gradle
2 13 (81.25%) IntelliJ
2 13 (81.25%) JUnit
General
1 3 (18.75%) Finance
Job Titles
1 15 (93.75%) Developer
2 14 (87.50%) Java Developer
3 7 (43.75%) Big Data Developer
4 3 (18.75%) Apache Spark Developer
5 1 (6.25%) Agile Developer
5 1 (6.25%) Agile Java Developer
5 1 (6.25%) Designer
5 1 (6.25%) Scrum Master
Libraries, Frameworks & Software Standards
1 16 (100.00%) Kafka
1 16 (100.00%) RESTful
1 16 (100.00%) Spring
1 16 (100.00%) Spring Boot
1 16 (100.00%) Spring Integration
2 13 (81.25%) Apache Camel
2 13 (81.25%) J2EE
2 13 (81.25%) JSON
2 13 (81.25%) Middleware
3 3 (18.75%) RabbitMQ
3 3 (18.75%) Web Services
Miscellaneous
1 13 (81.25%) Linux Command Line
1 13 (81.25%) Replication
1 13 (81.25%) Virtual Team
2 3 (18.75%) Greenfield Project
Operating Systems
1 13 (81.25%) Linux
1 13 (81.25%) Red Hat Enterprise Linux
1 13 (81.25%) Unix
Processes & Methodologies
1 16 (100.00%) Agile Software Development
2 13 (81.25%) Acceptance Criteria
2 13 (81.25%) Benchmarking
2 13 (81.25%) ETL
2 13 (81.25%) MapReduce
2 13 (81.25%) Performance Tuning
2 13 (81.25%) Scrum
2 13 (81.25%) System Testing
2 13 (81.25%) TDD
2 13 (81.25%) Unit Testing
2 13 (81.25%) User Stories
2 13 (81.25%) Validation
3 3 (18.75%) Continuous Integration
3 3 (18.75%) Kalman Filter
3 3 (18.75%) Microservices
Programming Languages
1 16 (100.00%) Java
2 13 (81.25%) Shell Script
2 13 (81.25%) SQL
Qualifications
1 14 (87.50%) Degree
Quality Assurance & Compliance
1 13 (81.25%) QA
System Software
1 16 (100.00%) Apache ZooKeeper
2 13 (81.25%) HDFS
Systems Management
1 3 (18.75%) Hadoop YARN
Vendors
1 13 (81.25%) Red Hat
2 3 (18.75%) Hortonworks