Data Ingestion Contracts in the North West

Data Ingestion
England > North West

The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for Data Ingestion skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Ingestion 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 132 150 174
Rank change year-on-year +18 +24 -38
Contract jobs citing Data Ingestion 9 7 8
As % of all contract jobs advertised in the North West 0.32% 0.22% 0.20%
As % of the Processes & Methodologies category 0.38% 0.24% 0.23%
Number of daily rates quoted 6 3 5
10th Percentile £419 - £615
25th Percentile £472 £575 £675
Median daily rate (50th Percentile) £525 £600 £676
Median % change year-on-year -12.50% -11.24% +74.45%
75th Percentile £597 £638 -
90th Percentile £616 £645 -
England median daily rate £525 £586 £600
% change year-on-year -10.38% -2.36% +20.00%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £66.25 - -
Median hourly rate £67.50 - -
75th Percentile £68.75 - -
90th Percentile - - -
England median hourly rate £67.50 £85.00 -
% change year-on-year -20.59% - -

All Process and Methodology Skills
North West

Data Ingestion is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the North West with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 2,398 2,935 3,505
As % of all contract IT jobs advertised in the North West 86.32% 90.92% 88.02%
Number of daily rates quoted 1,547 2,090 2,574
10th Percentile £306 £313 £230
25th Percentile £405 £413 £375
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +11.76%
75th Percentile £588 £589 £569
90th Percentile £688 £675 £650
England median daily rate £525 £550 £535
% change year-on-year -4.55% +2.80% +9.41%
Number of hourly rates quoted 243 149 166
10th Percentile £10.95 £16.73 £10.64
25th Percentile £13.28 £20.22 £14.25
Median hourly rate £21.00 £35.00 £21.00
Median % change year-on-year -40.00% +66.67% +15.21%
75th Percentile £45.00 £48.00 £43.75
90th Percentile £56.80 £65.00 £59.38
England median hourly rate £35.25 £37.50 £24.00
% change year-on-year -6.00% +56.25% -

Data Ingestion
Job Vacancy Trend in the North West

Job postings citing Data Ingestion as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Data Ingestion in the North West

Data Ingestion
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing Data Ingestion in the North West.

Daily rate trend for Data Ingestion in the North West

Data Ingestion
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Data Ingestion in the North West over the 6 months to 25 April 2024.

Daily rate histogram for Data Ingestion in the North West

Data Ingestion
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Ingestion within the North West region over the 6 months to 25 April 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Manchester +16 6 £538 -10.42% 3
Cheshire - 3 £488 -
Data Ingestion
England

Data Ingestion
Co-occurring Skills and Capabilities in the North West 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 3 (33.33%) Apache Spark
Cloud Services
1 2 (22.22%) AWS
2 1 (11.11%) Amazon Kinesis
2 1 (11.11%) Azure
2 1 (11.11%) GCP
2 1 (11.11%) Snowflake
Database & Business Intelligence
1 5 (55.56%) Data Warehouse
2 3 (33.33%) Apache Cassandra
2 3 (33.33%) Big Data
2 3 (33.33%) Hadoop
2 3 (33.33%) HBase
2 3 (33.33%) MySQL
3 2 (22.22%) Data Lake
3 2 (22.22%) Metadata
3 2 (22.22%) NoSQL
3 2 (22.22%) RDBMS
3 2 (22.22%) Relational Database
4 1 (11.11%) Amazon Redshift
4 1 (11.11%) BigQuery
4 1 (11.11%) Snowflake Schema
4 1 (11.11%) Tableau
Development Applications
1 1 (11.11%) Jenkins
General
1 4 (44.44%) Social Skills
2 2 (22.22%) Pharmaceutical
3 1 (11.11%) Banking
3 1 (11.11%) Public Sector
Job Titles
1 5 (55.56%) Data Engineer
2 4 (44.44%) Senior
3 3 (33.33%) Senior Data Engineer
4 2 (22.22%) Data Modeller
5 1 (11.11%) Architect
5 1 (11.11%) AWS Data Engineer
5 1 (11.11%) AWS Engineer
5 1 (11.11%) Cassandra Engineer
5 1 (11.11%) Hadoop Engineer
5 1 (11.11%) Java Engineer
5 1 (11.11%) Lead
5 1 (11.11%) Lead Data Engineer
5 1 (11.11%) Python Engineer
5 1 (11.11%) Senior Architect
5 1 (11.11%) Senior Hadoop Engineer
5 1 (11.11%) Senior Java Engineer
5 1 (11.11%) Senior Solutions Architect
5 1 (11.11%) Snowflake Data Engineer
5 1 (11.11%) Solutions Architect
5 1 (11.11%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 3 (33.33%) Kafka
Miscellaneous
1 2 (22.22%) Data Centre
1 2 (22.22%) Onboarding
2 1 (11.11%) Insider Threat
Processes & Methodologies
1 7 (77.78%) Data Modelling
2 5 (55.56%) Data Pipeline
2 5 (55.56%) ETL
2 5 (55.56%) Physical Data Model
3 4 (44.44%) Analytics
3 4 (44.44%) Data Engineering
4 3 (33.33%) DAMA
4 3 (33.33%) Data Architecture
4 3 (33.33%) Data Governance
4 3 (33.33%) Data Integration
4 3 (33.33%) Data-Driven Decision Making
4 3 (33.33%) Design Patterns
4 3 (33.33%) Machine Learning
4 3 (33.33%) TOGAF
5 2 (22.22%) Conceptual Models
5 2 (22.22%) Data Science
5 2 (22.22%) Data Strategy
5 2 (22.22%) Data Visualisation
5 2 (22.22%) Information Management
5 2 (22.22%) Visualisation
Programming Languages
1 5 (55.56%) Python
1 5 (55.56%) SQL
2 4 (44.44%) Scala
3 3 (33.33%) Java
4 2 (22.22%) Perl
5 1 (11.11%) Search Processing Language
5 1 (11.11%) Shell Script
Qualifications
1 2 (22.22%) Degree
1 2 (22.22%) Master's Degree
2 1 (11.11%) Security Cleared
Quality Assurance & Compliance
1 5 (55.56%) Data Quality
2 1 (11.11%) Accessibility
Vendors
1 1 (11.11%) Splunk