Data Ingestion Contract Job Trends in Reading

Data Ingestion
Berkshire > Reading

The table below provides summary statistics and contractor rates for jobs advertised in Reading requiring Data Ingestion skills. It covers contract job vacancies from the 6 months leading up to 22 October 2025, with comparisons to the same periods in the previous two years.

6 months to
22 Oct 2025
Same period 2024 Same period 2023
Rank 62 95 85
Rank change year-on-year +33 -10 +12
Contract jobs citing Data Ingestion 1 1 3
As % of all contract jobs in Reading 0.16% 0.091% 0.28%
As % of the Processes & Methodologies category 0.18% 0.10% 0.31%
Number of daily rates quoted 1 1 3
10th Percentile - - -
25th Percentile £513 £481 -
Median daily rate (50th Percentile) £525 £513 £450
Median % change year-on-year +2.44% +13.89% +9.76%
75th Percentile £538 £544 -
90th Percentile - - -
Berkshire median daily rate £600 £513 £450
% change year-on-year +17.07% +13.89% -6.25%

All Process and Methodology Skills
Reading

Data Ingestion falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Reading.

Contract vacancies with a requirement for process or methodology skills 554 961 964
As % of all contract IT jobs advertised in Reading 90.82% 87.92% 88.68%
Number of daily rates quoted 359 531 642
10th Percentile £350 £350 £250
25th Percentile £450 £475 £412
Median daily rate (50th Percentile) £525 £575 £544
Median % change year-on-year -8.70% +5.75% +4.17%
75th Percentile £606 £650 £636
90th Percentile £650 £700 £700
Berkshire median daily rate £500 £540 £525
% change year-on-year -7.41% +2.86% +5.00%
Number of hourly rates quoted 29 21 14
10th Percentile - £14.50 £29.04
25th Percentile £14.75 £26.25 £59.32
Median hourly rate £37.28 £60.46 £63.40
Median % change year-on-year -38.33% -4.64% +15.26%
75th Percentile £58.00 £63.41 £67.42
90th Percentile £69.40 £74.87 £75.18
Berkshire median hourly rate £31.21 £58.49 £61.79
% change year-on-year -46.64% -5.34% +22.36%

Data Ingestion
Job Vacancy Trend in Reading

Historical trend showing the proportion of contract IT job postings citing Data Ingestion relative to all contract IT jobs advertised in Reading.

Data Ingestion job vacancy trend in Reading

Data Ingestion
Daily Rate Trend in Reading

Contractor daily rate distribution trend for jobs in Reading citing Data Ingestion.

Contractor daily rate distribution trend for jobs in Reading citing Data Ingestion

Data Ingestion
Co-Occurring Skills & Capabilities in Reading 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:

Cloud Services
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) AWS Step Functions
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Amazon Athena
1 1 (100.00%) Amazon Redshift
Development Applications
1 1 (100.00%) Bitbucket
General
1 1 (100.00%) Finance
Job Titles
1 1 (100.00%) AWS Data Engineer
1 1 (100.00%) AWS Engineer
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) JSON
1 1 (100.00%) PySpark
1 1 (100.00%) XML
Processes & Methodologies
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Pipeline
1 1 (100.00%) ETL
1 1 (100.00%) Infrastructure as Code
1 1 (100.00%) Regulatory Compliance
Programming Languages
1 1 (100.00%) Python
Systems Management
1 1 (100.00%) Terraform