Period
to 24 September 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 24 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 Spark Streaming
South East > Hampshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 159 148 163
Rank change year-on-year -11 +15 -
Contract jobs citing Spark Streaming 12 9 6
As % of all contract IT jobs advertised in Hampshire 0.33% 0.26% 0.16%
As % of the Libraries, Frameworks & Software Standards category 1.02% 1.13% 0.60%
Number of daily rates quoted 4 0 2
Hampshire median daily rate £531 - £525
10th Percentile £488 - £513
90th Percentile £569 - £538
South East median daily rate £525 £463 £525
% change year-on-year +13.51% -11.90% -
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 1,179 798 1,004
As % of all contract IT jobs advertised in Hampshire 32.31% 22.77% 25.99%
Number of daily rates quoted 793 459 643
Hampshire median daily rate £425 £400 £385
Median daily rate % change year-on-year +6.25% +3.90% +2.67%
10th Percentile £313 £262 £281
90th Percentile £563 £538 £500
South East median daily rate £430 £413 £400
% change year-on-year +4.24% +3.13% +6.67%
Number of hourly rates quoted 37 31 53
Hampshire median hourly rate £42.50 £45.00 £45.00
Median hourly rate % change year-on-year -5.56% - +23.29%
10th Percentile £21.90 £40.00 £18.22
90th Percentile £55.93 £48.75 £59.31
South East median hourly rate £42.50 £44.25 £40.00
% change year-on-year -3.95% +10.63% +14.29%

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

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 24 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
Southampton - 2 £500 -
Spark Streaming
South East

For the 6 months to 24 September 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 12 (100.00%) Big Data
1 12 (100.00%) Apache Spark
2 10 (83.33%) Microservices
2 10 (83.33%) Greenfield Project
2 10 (83.33%) Spring
2 10 (83.33%) RabbitMQ
2 10 (83.33%) Kafka
2 10 (83.33%) Jenkins
2 10 (83.33%) Java
2 10 (83.33%) Git (software)
3 8 (66.67%) RESTful
3 8 (66.67%) Finance
3 8 (66.67%) Agile Software Development
3 8 (66.67%) Degree
3 8 (66.67%) Continuous Integration
3 8 (66.67%) Hortonworks
3 8 (66.67%) Apache ZooKeeper
3 8 (66.67%) Spring Integration
3 8 (66.67%) Spring Boot
4 6 (50.00%) Decision-Making
4 6 (50.00%) Hadoop YARN
4 6 (50.00%) Kalman Filter
4 6 (50.00%) Kerberos
4 6 (50.00%) Web Services
5 4 (33.33%) Hadoop
6 2 (16.67%) Microsoft Azure
6 2 (16.67%) Amazon AWS
6 2 (16.67%) Open Source
6 2 (16.67%) PaaS
6 2 (16.67%) 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 12 (100.00%) Apache Spark
2 2 (16.67%) Apache
2 2 (16.67%) Cloud Foundry
2 2 (16.67%) Elasticsearch
2 2 (16.67%) GemFire
Cloud Services
1 2 (16.67%) Amazon AWS
1 2 (16.67%) GitHub
1 2 (16.67%) Google Cloud Platform
1 2 (16.67%) Microsoft Azure
1 2 (16.67%) PaaS
Communications & Networking
1 6 (50.00%) Kerberos
Database & Business Intelligence
1 12 (100.00%) Big Data
2 4 (33.33%) Hadoop
3 2 (16.67%) Apache Cassandra
3 2 (16.67%) Apache Hive
3 2 (16.67%) Cosmos DB
3 2 (16.67%) HBase
3 2 (16.67%) MongoDB
3 2 (16.67%) NoSQL
3 2 (16.67%) OLTP
Development Applications
1 10 (83.33%) Git (software)
1 10 (83.33%) Jenkins
2 2 (16.67%) Eclipse
2 2 (16.67%) Gradle
2 2 (16.67%) IntelliJ
2 2 (16.67%) JUnit
General
1 8 (66.67%) Finance
Job Titles
1 12 (100.00%) Developer
2 8 (66.67%) Java Developer
3 6 (50.00%) Apache Spark Developer
3 6 (50.00%) Big Data Developer
4 2 (16.67%) Applications Developer
Libraries, Frameworks & Software Standards
1 10 (83.33%) Kafka
1 10 (83.33%) RabbitMQ
1 10 (83.33%) Spring
2 8 (66.67%) RESTful
2 8 (66.67%) Spring Boot
2 8 (66.67%) Spring Integration
3 6 (50.00%) Web Services
4 2 (16.67%) J2EE
4 2 (16.67%) JSON
4 2 (16.67%) Middleware
Miscellaneous
1 10 (83.33%) Greenfield Project
2 2 (16.67%) Computer Science
2 2 (16.67%) Fintech
2 2 (16.67%) Linux Command Line
2 2 (16.67%) Virtual Team
Operating Systems
1 2 (16.67%) Linux
1 2 (16.67%) Unix
Processes & Methodologies
1 10 (83.33%) Microservices
2 8 (66.67%) Agile Software Development
2 8 (66.67%) Continuous Integration
3 6 (50.00%) Decision-Making
3 6 (50.00%) Kalman Filter
4 2 (16.67%) Acceptance Criteria
4 2 (16.67%) BDD
4 2 (16.67%) Data Ingestion
4 2 (16.67%) Mathematics
4 2 (16.67%) OO
4 2 (16.67%) OOP
4 2 (16.67%) Open Source
4 2 (16.67%) Scaled Agile Framework
4 2 (16.67%) Scrum
4 2 (16.67%) TDD
4 2 (16.67%) Unit Testing
4 2 (16.67%) User Stories
4 2 (16.67%) Validation
Programming Languages
1 10 (83.33%) Java
2 2 (16.67%) Java 8
2 2 (16.67%) Python
2 2 (16.67%) Shell Script
Qualifications
1 8 (66.67%) Degree
2 2 (16.67%) Computer Science Degree
Quality Assurance & Compliance
1 2 (16.67%) QA
System Software
1 8 (66.67%) Apache ZooKeeper
2 2 (16.67%) HDFS
Systems Management
1 6 (50.00%) Hadoop YARN
Vendors
1 8 (66.67%) Hortonworks
2 2 (16.67%) Google