Data Ingestion Contracts in England

Data Ingestion
UK > England

The following table provides summary statistics for contract job vacancies advertised in England 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 26 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
26 Apr 2024
Same period 2023 Same period 2022
Rank 402 534 544
Rank change year-on-year +132 +10 -122
Contract jobs citing Data Ingestion 145 125 225
As % of all contract jobs advertised in England 0.39% 0.25% 0.32%
As % of the Processes & Methodologies category 0.45% 0.27% 0.35%
Number of daily rates quoted 107 90 138
10th Percentile £404 £475 £446
25th Percentile £419 £508 £513
Median daily rate (50th Percentile) £525 £586 £600
Median % change year-on-year -10.38% -2.36% +20.00%
75th Percentile £615 £625 £700
90th Percentile £730 £701 £815
UK median daily rate £525 £597 £600
% change year-on-year -12.01% -0.56% +17.07%
Number of hourly rates quoted 1 2 0
10th Percentile - £78.75 -
25th Percentile £66.25 £80.63 -
Median hourly rate £67.50 £85.00 -
Median % change year-on-year -20.59% - -
75th Percentile £68.75 £88.13 -
90th Percentile - £89.25 -
UK median hourly rate £67.50 £85.00 -
% change year-on-year -20.59% - -

All Process and Methodology Skills
England

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 England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 32,171 45,739 64,432
As % of all contract IT jobs advertised in England 86.55% 90.26% 90.74%
Number of daily rates quoted 21,096 32,069 45,706
10th Percentile £300 £325 £330
25th Percentile £413 £444 £425
Median daily rate (50th Percentile) £525 £550 £535
Median % change year-on-year -4.55% +2.80% +9.18%
75th Percentile £650 £675 £650
90th Percentile £750 £769 £744
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +8.25%
Number of hourly rates quoted 2,236 1,617 1,773
10th Percentile £12.89 £11.00 £12.50
25th Percentile £16.00 £16.38 £15.25
Median hourly rate £35.65 £37.50 £24.00
Median % change year-on-year -4.93% +56.25% -
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.23
UK median hourly rate £35.00 £37.00 £25.00
% change year-on-year -5.41% +48.00% -

Data Ingestion
Job Vacancy Trend in England

Job postings citing Data Ingestion as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Ingestion in England

Data Ingestion
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Ingestion in England.

Daily rate trend for Data Ingestion in England

Data Ingestion
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Ingestion in England over the 6 months to 26 April 2024.

Daily rate histogram for Data Ingestion in England

Data Ingestion
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Ingestion in England.

Hourly rate trend for Data Ingestion in England

Data Ingestion
Contract Job Locations in England

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 England region over the 6 months to 26 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
London +151 113 £500 -13.04% 34
North of England +34 17 £610 +1.67% 6
North West +22 9 £525 -12.50% 3
Yorkshire +26 8 £610 +0.41% 2
South East +27 6 £738 +34.09% 3
East of England -1 4 £550 -8.33% 3
Midlands +24 2 £468 -25.20% 1
East Midlands +23 2 £468 -28.08%
South West +19 1 £533 -16.47% 3
Data Ingestion
UK

Data Ingestion
Co-occurring Skills and Capabilities in England 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 12 (8.28%) Apache Spark
2 10 (6.90%) Apache
3 7 (4.83%) Apache Airflow
4 3 (2.07%) Confluence
5 2 (1.38%) ArcGIS
6 1 (0.69%) Apache Pulsar
6 1 (0.69%) Luigi
6 1 (0.69%) SharePoint
Applications
1 1 (0.69%) Microsoft Excel
1 1 (0.69%) Microsoft Office
1 1 (0.69%) Microsoft PowerPoint
1 1 (0.69%) Spreadsheet
Business Applications
1 11 (7.59%) Dynamics CRM
2 2 (1.38%) Adobe Campaign
2 2 (1.38%) Unica
Cloud Services
1 52 (35.86%) AWS
2 42 (28.97%) GCP
3 36 (24.83%) Azure
4 29 (20.00%) Serverless
5 27 (18.62%) AWS Lambda
6 22 (15.17%) AWS Step Functions
7 20 (13.79%) Amazon MSK
8 19 (13.10%) Power Platform
9 18 (12.41%) Amazon S3
9 18 (12.41%) dbt
10 8 (5.52%) Azure Data Factory
10 8 (5.52%) Snowflake
11 7 (4.83%) Vertex AI
12 6 (4.14%) Adobe Analytics
12 6 (4.14%) Azure DevOps
12 6 (4.14%) Cloud Computing
12 6 (4.14%) Google Analytics
13 5 (3.45%) GitHub
14 4 (2.76%) Azure Cosmos DB
15 3 (2.07%) Cloud Run
Communications & Networking
1 1 (0.69%) Network Security
Database & Business Intelligence
1 45 (31.03%) Data Warehouse
2 28 (19.31%) Amazon Redshift
3 21 (14.48%) DynamoDB
4 20 (13.79%) Amazon RDS
4 20 (13.79%) Big Data
4 20 (13.79%) Parquet
5 19 (13.10%) Power BI
6 16 (11.03%) BigQuery
6 16 (11.03%) Data Lake
7 10 (6.90%) Tableau
8 9 (6.21%) Relational Database
9 8 (5.52%) Hadoop
10 7 (4.83%) Flink
10 7 (4.83%) Metadata
10 7 (4.83%) NoSQL
11 6 (4.14%) Looker
12 5 (3.45%) Amazon Athena
12 5 (3.45%) PostgreSQL
12 5 (3.45%) RDBMS
13 4 (2.76%) SQL Server
Development Applications
1 11 (7.59%) MLflow
2 5 (3.45%) Postman
3 4 (2.76%) Git
4 3 (2.07%) ERwin
4 3 (2.07%) Jenkins
4 3 (2.07%) JIRA
5 2 (1.38%) ER Studio
5 2 (1.38%) kappa
6 1 (0.69%) Maven
6 1 (0.69%) NUnit
General
1 32 (22.07%) Social Skills
2 23 (15.86%) Analytical Skills
3 15 (10.34%) Finance
4 14 (9.66%) Public Sector
5 12 (8.28%) Banking
6 9 (6.21%) Marketing
7 8 (5.52%) Retail
8 5 (3.45%) Advertising
8 5 (3.45%) Front Office
8 5 (3.45%) Investment Banking
9 4 (2.76%) Documentation Skills
10 3 (2.07%) Organisational Skills
10 3 (2.07%) Pharmaceutical
10 3 (2.07%) Presentation Skills
11 2 (1.38%) Financial Institution
12 1 (0.69%) Law
Job Titles
1 48 (33.10%) Data Engineer
2 34 (23.45%) Developer
3 29 (20.00%) Senior
4 19 (13.10%) Architect
5 17 (11.72%) Data Architect
5 17 (11.72%) Senior Developer
6 11 (7.59%) Consultant
6 11 (7.59%) Microsoft Developer
6 11 (7.59%) Python Developer
7 8 (5.52%) Lead
7 8 (5.52%) Lead Data Engineer
8 7 (4.83%) Senior Microsoft Developer
9 6 (4.14%) Machine Learning Engineer
10 5 (3.45%) Azure Architect
10 5 (3.45%) Azure Data Architect
10 5 (3.45%) Data Modeller
10 5 (3.45%) ETL Architect
11 4 (2.76%) Analyst
11 4 (2.76%) Senior Data Engineer
11 4 (2.76%) Solutions Architect
Libraries, Frameworks & Software Standards
1 25 (17.24%) JSON
2 19 (13.10%) Apache Avro
3 15 (10.34%) Kafka
4 7 (4.83%) CSS
4 7 (4.83%) FastAPI
4 7 (4.83%) HTML
4 7 (4.83%) Node.js
4 7 (4.83%) NumPy
4 7 (4.83%) Pandas
5 6 (4.14%) Flask
5 6 (4.14%) jQuery
5 6 (4.14%) scikit-learn
5 6 (4.14%) TensorFlow
6 5 (3.45%) DOM
6 5 (3.45%) Swagger
7 4 (2.76%) Apache NiFi
8 3 (2.07%) GraphQL
8 3 (2.07%) PySpark
8 3 (2.07%) React
8 3 (2.07%) RESTful
Miscellaneous
1 7 (4.83%) Marketing Technology
1 7 (4.83%) Onboarding
2 5 (3.45%) Derivative
2 5 (3.45%) Management Information System
3 4 (2.76%) Algorithms
4 3 (2.07%) Data Centre
4 3 (2.07%) Data Structures
4 3 (2.07%) Insider Threat
4 3 (2.07%) Product Ownership
5 2 (1.38%) Distributed Computing
5 2 (1.38%) Greenfield Project
6 1 (0.69%) Cloud Native
6 1 (0.69%) Cyber Threat
6 1 (0.69%) Data Fabric
6 1 (0.69%) Security Operations Centre
6 1 (0.69%) Self-Motivation
6 1 (0.69%) Taxonomies
Operating Systems
1 9 (6.21%) Unix
2 7 (4.83%) Linux
Processes & Methodologies
1 64 (44.14%) ETL
2 63 (43.45%) Data Modelling
3 51 (35.17%) Data Pipeline
4 37 (25.52%) Analytics
5 36 (24.83%) Agile
6 26 (17.93%) Data Governance
6 26 (17.93%) Machine Learning
7 25 (17.24%) CI/CD
8 24 (16.55%) DevOps
9 23 (15.86%) Data Engineering
9 23 (15.86%) Data Integration
10 22 (15.17%) Business Transformation
11 21 (14.48%) Problem-Solving
12 19 (13.10%) Business Intelligence
13 18 (12.41%) Artificial Intelligence
13 18 (12.41%) Visualisation
14 16 (11.03%) Computer Science
14 16 (11.03%) Data Science
15 15 (10.34%) Roadmaps
16 13 (8.97%) Validation
Programming Languages
1 81 (55.86%) Python
2 65 (44.83%) SQL
3 19 (13.10%) JavaScript
4 16 (11.03%) Scala
5 15 (10.34%) Java
6 6 (4.14%) Go
6 6 (4.14%) TypeScript
7 4 (2.76%) Perl
7 4 (2.76%) Shell Script
8 3 (2.07%) Search Processing Language
8 3 (2.07%) T-SQL
9 2 (1.38%) C#
9 2 (1.38%) Lua
9 2 (1.38%) PHP
10 1 (0.69%) PowerShell
10 1 (0.69%) R
Qualifications
1 35 (24.14%) Security Cleared
2 33 (22.76%) SC Cleared
3 19 (13.10%) Degree
4 13 (8.97%) Computer Science Degree
5 12 (8.28%) Master's Degree
6 1 (0.69%) Azure Certification
Quality Assurance & Compliance
1 31 (21.38%) Data Quality
2 13 (8.97%) QA
3 3 (2.07%) Accessibility
4 1 (0.69%) GDPR
4 1 (0.69%) NIST
System Software
1 8 (5.52%) Docker
2 1 (0.69%) Apache Flume
2 1 (0.69%) Virtual Machines
Systems Management
1 9 (6.21%) Kubernetes
2 6 (4.14%) Kubeflow
3 3 (2.07%) Terraform
4 1 (0.69%) Kibana
4 1 (0.69%) Matomo
Vendors
1 27 (18.62%) Google
2 14 (9.66%) Microsoft
3 13 (8.97%) Databricks
4 8 (5.52%) Adobe
5 6 (4.14%) Foundry
5 6 (4.14%) Monetate
5 6 (4.14%) Optimizely
5 6 (4.14%) Palantir
6 5 (3.45%) Ensighten
6 5 (3.45%) Omniture
6 5 (3.45%) Tealium
7 3 (2.07%) Splunk
8 2 (1.38%) Cloudera
8 2 (1.38%) ESRI
8 2 (1.38%) Informatica
8 2 (1.38%) Proofpoint
8 2 (1.38%) Workday
9 1 (0.69%) IBM
9 1 (0.69%) SAP
9 1 (0.69%) Talend