PySpark Contracts in Bristol

PySpark - Spark Python API
South West > Bristol

The following table provides summary statistics for contract job vacancies advertised in Bristol 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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 73 94 98
Rank change year-on-year +21 +4 -29
Contract jobs citing PySpark 6 3 4
As % of all contract jobs advertised in Bristol 0.57% 0.24% 0.28%
As % of the Libraries, Frameworks & Software Standards category 2.83% 1.46% 1.16%
Number of daily rates quoted 4 3 3
10th Percentile £398 £393 £508
25th Percentile £431 £456 £519
Median daily rate (50th Percentile) £450 £575 £575
Median % change year-on-year -21.74% - +4.07%
75th Percentile £480 £613 £669
90th Percentile £533 £628 £703
South West median daily rate £475 £546 £505
% change year-on-year -13.04% +8.17% -8.60%

All Software Libraries and Frameworks
Bristol

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 Bristol 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 212 206 344
As % of all contract IT jobs advertised in Bristol 20.13% 16.17% 24.01%
Number of daily rates quoted 123 166 252
10th Percentile £300 £338 £327
25th Percentile £325 £402 £413
Median daily rate (50th Percentile) £450 £455 £500
Median % change year-on-year -1.10% -9.00% +11.11%
75th Percentile £538 £574 £575
90th Percentile £643 £675 £623
South West median daily rate £525 £525 £500
% change year-on-year - +5.00% +8.11%
Number of hourly rates quoted 41 7 20
10th Percentile - £46.25 £53.78
25th Percentile £43.75 £53.75 £63.60
Median hourly rate £47.50 £57.50 £65.00
Median % change year-on-year -17.39% -11.54% +30.00%
75th Percentile £74.44 £65.00 £75.00
90th Percentile £85.00 £67.00 -
South West median hourly rate £47.50 £57.50 £63.60
% change year-on-year -17.39% -9.59% +27.20%

PySpark
Job Vacancy Trend in Bristol

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

Job vacancy trend for PySpark in Bristol

PySpark
Contractor Daily Rate Trend in Bristol

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

Daily rate trend for PySpark in Bristol

PySpark
Daily Rate Histogram in Bristol

Daily rate distribution for jobs citing PySpark in Bristol over the 6 months to 25 April 2024.

Daily rate histogram for PySpark in Bristol

PySpark
Co-occurring Skills and Capabilities in Bristol 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:

Cloud Services
1 3 (50.00%) AWS
1 3 (50.00%) Azure
1 3 (50.00%) Power Platform
2 2 (33.33%) Azure DevOps
2 2 (33.33%) Azure Synapse Analytics
3 1 (16.67%) Amazon Kinesis
3 1 (16.67%) Amazon S3
3 1 (16.67%) AWS CodeCommit
3 1 (16.67%) AWS Lambda
3 1 (16.67%) AWS Step Functions
3 1 (16.67%) Azure Data Factory
3 1 (16.67%) Azure Service Bus
3 1 (16.67%) Azure Stack
3 1 (16.67%) Matillion
3 1 (16.67%) Serverless
Database & Business Intelligence
1 3 (50.00%) Data Warehouse
1 3 (50.00%) Power BI
2 2 (33.33%) Data Mining
3 1 (16.67%) Amazon Athena
3 1 (16.67%) Azure SQL Database
3 1 (16.67%) SQL Server
Development Applications
1 1 (16.67%) JIRA
General
1 3 (50.00%) Analytical Skills
2 2 (33.33%) Public Sector
3 1 (16.67%) Social Skills
Job Titles
1 6 (100.00%) Data Engineer
2 3 (50.00%) AWS Data Engineer
2 3 (50.00%) AWS Engineer
3 2 (33.33%) Azure Data Engineer
3 2 (33.33%) Azure Engineer
Miscellaneous
1 1 (16.67%) IoT
Processes & Methodologies
1 3 (50.00%) Data Acquisition
1 3 (50.00%) DevOps
1 3 (50.00%) ETL
2 2 (33.33%) Business Intelligence
2 2 (33.33%) Computer Science
2 2 (33.33%) Data Analysis
2 2 (33.33%) Data Engineering
2 2 (33.33%) Data Lineage
2 2 (33.33%) Data Modelling
2 2 (33.33%) Requirements Analysis
2 2 (33.33%) Stakeholder Engagement
3 1 (16.67%) Agile
3 1 (16.67%) CI/CD
3 1 (16.67%) Data Migration
3 1 (16.67%) Infrastructure as Code
3 1 (16.67%) Kimball Methodology
3 1 (16.67%) Knowledge Transfer
3 1 (16.67%) Migration
3 1 (16.67%) Project Delivery
3 1 (16.67%) Technical Leadership
Programming Languages
1 6 (100.00%) Python
2 5 (83.33%) SQL
3 2 (33.33%) Java
3 2 (33.33%) R
3 2 (33.33%) Scala
Qualifications
1 2 (33.33%) Computer Science Degree
1 2 (33.33%) Degree
1 2 (33.33%) IBM Certification
1 2 (33.33%) Numerate Degree
1 2 (33.33%) SC Cleared
1 2 (33.33%) Security Cleared
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
Vendors
1 2 (33.33%) Databricks
1 2 (33.33%) IBM
2 1 (16.67%) Informatica