PySpark Contracts in Glasgow

PySpark - Spark Python API
Scotland > Glasgow

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for PySpark skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited PySpark over the 6 months to 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 70 - 83
Rank change year-on-year - - -
Contract jobs citing PySpark 14 0 1
As % of all contract jobs advertised in Glasgow 1.60% - 0.100%
As % of the Libraries, Frameworks & Software Standards category 6.93% - 0.46%
Number of daily rates quoted 11 0 0
10th Percentile - - -
25th Percentile £475 - -
Median daily rate (50th Percentile) £500 - -
75th Percentile - - -
90th Percentile - - -
Scotland median daily rate £500 £525 £608
% change year-on-year -4.76% -13.58% +21.50%

All Software Libraries and Frameworks
Glasgow

PySpark 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.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 202 176 219
As % of all contract IT jobs advertised in Glasgow 23.03% 19.26% 21.79%
Number of daily rates quoted 130 115 139
10th Percentile £350 £388 £319
25th Percentile £400 £425 £411
Median daily rate (50th Percentile) £458 £520 £475
Median % change year-on-year -11.97% +9.47% +15.85%
75th Percentile £538 £650 £538
90th Percentile £626 £738 £603
Scotland median daily rate £475 £488 £475
% change year-on-year -2.56% +2.63% +11.76%
Number of hourly rates quoted 3 1 3
10th Percentile £51.50 - £46.71
25th Percentile £51.88 - £47.77
Median hourly rate £55.00 £47.73 £49.54
Median % change year-on-year +15.23% -3.65% -25.50%
75th Percentile £57.50 - £66.65
90th Percentile - - £76.91
Scotland median hourly rate £53.75 £59.03 £47.25
% change year-on-year -8.94% +24.93% +12.50%

PySpark
Job Vacancy Trend in Glasgow

Job postings citing PySpark as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for PySpark in Glasgow

PySpark
Contractor Daily Rate Trend in Glasgow

3-month moving average daily rate quoted in jobs citing PySpark in Glasgow.

Daily rate trend for PySpark in Glasgow

PySpark
Co-occurring Skills and Capabilities in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (42.86%) Apache Airflow
Cloud Services
1 6 (42.86%) AWS
2 2 (14.29%) Azure
2 2 (14.29%) Azure Data Factory
2 2 (14.29%) Azure Synapse Analytics
2 2 (14.29%) Power Platform
Database & Business Intelligence
1 4 (28.57%) Big Data
1 4 (28.57%) Data Warehouse
1 4 (28.57%) Parquet
2 2 (14.29%) Power BI
General
1 4 (28.57%) Finance
1 4 (28.57%) Financial Institution
2 2 (14.29%) Presentation Skills
2 2 (14.29%) Public Sector
2 2 (14.29%) Social Skills
3 1 (7.14%) Inclusion and Diversity
Job Titles
1 10 (71.43%) Developer
2 5 (35.71%) Python Developer
3 3 (21.43%) Lead
4 2 (14.29%) Data Scientist
4 2 (14.29%) Python Engineer
4 2 (14.29%) Senior
4 2 (14.29%) Senior Data Scientist
5 1 (7.14%) Lead Developer
5 1 (7.14%) Lead Python Developer
Libraries, Frameworks & Software Standards
1 4 (28.57%) Apache Avro
2 2 (14.29%) NumPy
2 2 (14.29%) Pandas
Miscellaneous
1 4 (28.57%) Distributed Computing
2 1 (7.14%) Cloud Native
Processes & Methodologies
1 12 (85.71%) Software Engineering
2 8 (57.14%) Agile
3 6 (42.86%) Community of Practice
3 6 (42.86%) Operational Stability
3 6 (42.86%) SDLC
4 4 (28.57%) Data Modelling
4 4 (28.57%) ETL
5 2 (14.29%) Data Science
5 2 (14.29%) Data Visualisation
5 2 (14.29%) User Acceptance Testing
5 2 (14.29%) Visualisation
6 1 (7.14%) CI/CD
6 1 (7.14%) Coaching
6 1 (7.14%) Mentoring
Programming Languages
1 14 (100.00%) Python
2 2 (14.29%) Scala
Quality Assurance & Compliance
1 4 (28.57%) Data Quality