Period
to 29 March 2020

The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 29 March 2020 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
Scotland > Glasgow
6 months to
29 Mar 2020
Same period 2019 Same period 2018
Rank 84 - -
Rank change year-on-year - - -
Contract jobs citing Spark Streaming 3 0 0
As % of all contract jobs advertised in Glasgow 0.26% - -
As % of the Libraries, Frameworks & Software Standards category 0.82% - -
Number of daily rates quoted 0 0 0
Median daily rate - - -
Scotland median daily rate - - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
Scotland 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 Glasgow with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Glasgow
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 368 535 450
As % of all contract IT jobs advertised in Glasgow 32.39% 35.60% 33.81%
Number of daily rates quoted 224 350 288
Median daily rate £450 £413 £388
Median daily rate % change year-on-year +9.09% +6.45% +8.39%
10th Percentile £341 £313 £301
90th Percentile £588 £563 £475
Scotland median daily rate £438 £408 £400
% change year-on-year +7.36% +1.88% +11.11%
Number of hourly rates quoted 6 4 2
Median hourly rate £35.00 £15.00 £36.75
Median hourly rate % change year-on-year +133.33% -59.18% +112.18%
Median hourly rate £35.00 £35.00 £13.50
% change year-on-year - +159.26% -74.04%

For the 6 months to 29 March 2020, 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 Glasgow region with a requirement for Spark Streaming.

1 3 (100.00%) Java
1 3 (100.00%) Unix
1 3 (100.00%) Shell Script
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Scala
1 3 (100.00%) Hadoop
1 3 (100.00%) Bash Shell
1 3 (100.00%) Hortonworks
1 3 (100.00%) Cloudera
1 3 (100.00%) Kafka
1 3 (100.00%) Performance Tuning
1 3 (100.00%) Analytical Skills
1 3 (100.00%) Apache Spark
1 3 (100.00%) Problem-Solving

Spark Streaming
Co-occurring IT Skills in Glasgow 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 3 (100.00%) Apache Spark
Database & Business Intelligence
1 3 (100.00%) Hadoop
Job Titles
1 3 (100.00%) Developer
1 3 (100.00%) Scala Developer
Libraries, Frameworks & Software Standards
1 3 (100.00%) Kafka
Miscellaneous
1 3 (100.00%) Analytical Skills
Operating Systems
1 3 (100.00%) Unix
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Performance Tuning
1 3 (100.00%) Problem-Solving
Programming Languages
1 3 (100.00%) Bash Shell
1 3 (100.00%) Java
1 3 (100.00%) Scala
1 3 (100.00%) Shell Script
Vendors
1 3 (100.00%) Cloudera
1 3 (100.00%) Hortonworks