Spark SQL Contract Job Trends in the City of London

Apache Spark SQL
Central London > City of London

The table below provides summary statistics and contractor rates for jobs advertised in the City of London requiring Spark SQL skills. It covers contract job vacancies from the 6 months leading up to 29 October 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Oct 2025
Same period 2024 Same period 2023
Rank 118 120 140
Rank change year-on-year +2 +20 +56
Contract jobs citing Spark SQL 2 3 7
As % of all contract jobs in the City of London 0.12% 0.14% 0.25%
As % of the Database & Business Intelligence category 0.54% 0.68% 1.27%
Number of daily rates quoted 0 3 5
10th Percentile - £378 £440
25th Percentile - £414 £463
Median daily rate (50th Percentile) - £500 £500
Median % change year-on-year - - -8.47%
75th Percentile - £525 £525
90th Percentile - - £544
Central London median daily rate - £463 £500
% change year-on-year - -7.50% -11.89%

All Database and Business Intelligence Skills
City of London

Spark SQL falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in the City of London.

Contract vacancies with a requirement for database or business intelligence skills 367 438 551
As % of all contract IT jobs advertised in the City of London 21.52% 20.91% 19.66%
Number of daily rates quoted 264 310 363
10th Percentile £382 £400 £400
25th Percentile £440 £481 £475
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +2.96%
75th Percentile £675 £717 £713
90th Percentile £788 £825 £800
Central London median daily rate £575 £600 £600
% change year-on-year -4.17% - +4.35%
Number of hourly rates quoted 5 1 2
10th Percentile £22.70 - £38.95
25th Percentile £32.00 £36.75 £40.38
Median hourly rate £34.00 £38.50 £44.00
Median % change year-on-year -11.69% -12.50% -20.00%
75th Percentile £63.75 £40.25 £48.88
90th Percentile - - £51.05
Central London median hourly rate £34.00 £40.00 £44.00
% change year-on-year -15.00% -9.09% -20.00%

Spark SQL
Job Vacancy Trend in the City of London

Historical trend showing the proportion of contract IT job postings citing Spark SQL relative to all contract IT jobs advertised in the City of London.

Spark SQL job vacancy trend in the City of London

Spark SQL
Daily Rate Trend in the City of London

Contractor daily rate distribution trend for jobs in the City of London citing Spark SQL.

Contractor daily rate distribution trend for jobs in the City of London citing Spark SQL

Spark SQL
Co-Occurring Skills & Capabilities in the City of London by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 2 (100.00%) Apache Spark
Cloud Services
1 2 (100.00%) AWS
1 2 (100.00%) Azure
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Data Lake
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Hadoop
General
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Finance
1 2 (100.00%) Social Skills
Job Titles
1 2 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 2 (100.00%) CSS
1 2 (100.00%) HTML
1 2 (100.00%) PySpark
Miscellaneous
1 2 (100.00%) Distributed Computing
1 2 (100.00%) Product Ownership
1 2 (100.00%) Virtual Team
Processes & Methodologies
1 2 (100.00%) Agile
1 2 (100.00%) Analytics
1 2 (100.00%) Computer Science
1 2 (100.00%) Customer Requirements
1 2 (100.00%) Data Analytics
1 2 (100.00%) Data Management
1 2 (100.00%) Data Modelling
1 2 (100.00%) Data Pipeline
1 2 (100.00%) Data Science
1 2 (100.00%) Data Transformation
1 2 (100.00%) Problem-Solving
1 2 (100.00%) Scrum
1 2 (100.00%) Use Case
Programming Languages
1 2 (100.00%) JavaScript
1 2 (100.00%) Python
1 2 (100.00%) SQL
Qualifications
1 2 (100.00%) Degree
Systems Management
1 2 (100.00%) Kubernetes
Vendors
1 2 (100.00%) Foundry
1 2 (100.00%) Palantir