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 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 397 518 578
Rank change year-on-year +121 +60 -165
Contract jobs citing Data Ingestion 146 120 204
As % of all contract jobs advertised in England 0.40% 0.25% 0.29%
As % of the Processes & Methodologies category 0.46% 0.28% 0.32%
Number of daily rates quoted 110 94 124
10th Percentile £400 £456 £450
25th Percentile £416 £516 £512
Median daily rate (50th Percentile) £523 £600 £600
Median % change year-on-year -12.92% - +9.09%
75th Percentile £613 £650 £700
90th Percentile £722 £709 £835
UK median daily rate £525 £600 £600
% change year-on-year -12.50% - +9.09%
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 31,587 42,714 64,087
As % of all contract IT jobs advertised in England 85.77% 89.96% 90.85%
Number of daily rates quoted 20,623 29,972 45,670
10th Percentile £300 £325 £335
25th Percentile £413 £445 £431
Median daily rate (50th Percentile) £525 £550 £543
Median % change year-on-year -4.55% +1.38% +8.50%
75th Percentile £650 £675 £650
90th Percentile £750 £767 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,317 1,513 1,726
10th Percentile £12.85 £10.63 £12.50
25th Percentile £16.00 £15.50 £15.25
Median hourly rate £37.50 £37.50 £25.00
Median % change year-on-year - +50.00% +11.11%
75th Percentile £61.30 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
UK median hourly rate £36.50 £36.54 £25.68
% change year-on-year -0.11% +42.29% +9.46%

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 31 May 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 31 May 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 +130 118 £500 -13.04% 28
North of England +36 18 £593 -5.20% 10
Yorkshire +23 9 £610 -2.40% 1
North West +22 9 £525 -4.55% 8
South East +11 3 £738 +34.09% 4
Midlands +19 2 £468 -25.20% 3
East Midlands +15 2 £468 -28.08% 1
South West +5 1 £533 -16.47% 5
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 9 (6.16%) Apache Spark
2 7 (4.79%) Apache
3 5 (3.42%) Apache Airflow
4 2 (1.37%) ArcGIS
5 1 (0.68%) Apache Pulsar
5 1 (0.68%) Confluence
5 1 (0.68%) SharePoint
Applications
1 2 (1.37%) Microsoft Excel
2 1 (0.68%) Microsoft Office
2 1 (0.68%) Microsoft PowerPoint
2 1 (0.68%) Spreadsheet
Business Applications
1 11 (7.53%) Dynamics CRM
2 1 (0.68%) Adobe Campaign
2 1 (0.68%) Unica
Cloud Services
1 47 (32.19%) AWS
2 44 (30.14%) GCP
3 36 (24.66%) Azure
4 29 (19.86%) Serverless
5 25 (17.12%) AWS Lambda
6 22 (15.07%) AWS Step Functions
7 20 (13.70%) Amazon MSK
8 19 (13.01%) dbt
9 16 (10.96%) Power Platform
10 15 (10.27%) Amazon S3
11 8 (5.48%) Snowflake
12 6 (4.11%) Adobe Analytics
12 6 (4.11%) Azure Data Factory
12 6 (4.11%) Cloud Computing
12 6 (4.11%) GitHub
12 6 (4.11%) Google Analytics
12 6 (4.11%) Vertex AI
13 5 (3.42%) Azure DevOps
13 5 (3.42%) Azure Synapse Analytics
14 4 (2.74%) Cloud Run
Communications & Networking
1 1 (0.68%) Network Security
Database & Business Intelligence
1 48 (32.88%) Data Warehouse
2 27 (18.49%) Amazon Redshift
3 21 (14.38%) DynamoDB
4 20 (13.70%) Amazon RDS
4 20 (13.70%) Parquet
5 19 (13.01%) Big Data
6 18 (12.33%) BigQuery
7 17 (11.64%) Data Lake
8 16 (10.96%) Power BI
9 10 (6.85%) Tableau
10 7 (4.79%) Flink
10 7 (4.79%) Relational Database
11 6 (4.11%) Looker
11 6 (4.11%) Metadata
11 6 (4.11%) NoSQL
12 5 (3.42%) Hadoop
12 5 (3.42%) OLAP
12 5 (3.42%) OLTP
12 5 (3.42%) PostgreSQL
12 5 (3.42%) RDBMS
Development Applications
1 10 (6.85%) MLflow
2 5 (3.42%) Postman
3 4 (2.74%) Git
4 3 (2.05%) ERwin
4 3 (2.05%) Jenkins
5 2 (1.37%) ER Studio
5 2 (1.37%) kappa
6 1 (0.68%) NUnit
General
1 30 (20.55%) Social Skills
2 23 (15.75%) Analytical Skills
3 15 (10.27%) Public Sector
4 13 (8.90%) Finance
5 11 (7.53%) Banking
6 8 (5.48%) Marketing
6 8 (5.48%) Retail
7 6 (4.11%) Advertising
8 5 (3.42%) Documentation Skills
8 5 (3.42%) Front Office
8 5 (3.42%) Investment Banking
9 3 (2.05%) Financial Institution
9 3 (2.05%) Pharmaceutical
9 3 (2.05%) Presentation Skills
10 1 (0.68%) Law
10 1 (0.68%) Organisational Skills
Job Titles
1 50 (34.25%) Data Engineer
2 36 (24.66%) Developer
3 29 (19.86%) Senior
4 20 (13.70%) Architect
5 18 (12.33%) Data Architect
5 18 (12.33%) Senior Developer
6 11 (7.53%) Microsoft Developer
7 10 (6.85%) Consultant
7 10 (6.85%) Python Developer
8 7 (4.79%) Lead
8 7 (4.79%) Lead Data Engineer
8 7 (4.79%) Senior Microsoft Developer
9 5 (3.42%) Analyst
9 5 (3.42%) Azure Architect
9 5 (3.42%) Azure Data Architect
9 5 (3.42%) Cloud Architect
9 5 (3.42%) Data Modeller
9 5 (3.42%) ETL Architect
9 5 (3.42%) Machine Learning Engineer
9 5 (3.42%) Solutions Architect
Libraries, Frameworks & Software Standards
1 25 (17.12%) JSON
2 19 (13.01%) Apache Avro
3 15 (10.27%) Kafka
4 7 (4.79%) FastAPI
5 6 (4.11%) CSS
5 6 (4.11%) Flask
5 6 (4.11%) HTML
5 6 (4.11%) jQuery
5 6 (4.11%) Node.js
5 6 (4.11%) PySpark
6 5 (3.42%) DOM
6 5 (3.42%) NumPy
6 5 (3.42%) Pandas
6 5 (3.42%) scikit-learn
6 5 (3.42%) Swagger
6 5 (3.42%) TensorFlow
7 4 (2.74%) Apache NiFi
8 3 (2.05%) React
8 3 (2.05%) RESTful
8 3 (2.05%) SOAP
Miscellaneous
1 7 (4.79%) Onboarding
2 6 (4.11%) Marketing Technology
3 5 (3.42%) Derivative
3 5 (3.42%) Management Information System
4 4 (2.74%) Algorithms
4 4 (2.74%) Product Ownership
5 3 (2.05%) Data Centre
5 3 (2.05%) Insider Threat
6 2 (1.37%) Data Structures
6 2 (1.37%) Distributed Computing
6 2 (1.37%) Greenfield Project
7 1 (0.68%) Cloud Native
7 1 (0.68%) Cyber Threat
7 1 (0.68%) Mobile App
7 1 (0.68%) Renewable Energy
7 1 (0.68%) Security Operations Centre
7 1 (0.68%) Self-Motivation
7 1 (0.68%) Smart Meter
Operating Systems
1 8 (5.48%) Unix
2 6 (4.11%) Linux
Processes & Methodologies
1 63 (43.15%) ETL
2 62 (42.47%) Data Modelling
3 56 (38.36%) Data Pipeline
4 39 (26.71%) Analytics
5 36 (24.66%) Agile
6 29 (19.86%) CI/CD
7 27 (18.49%) Machine Learning
8 26 (17.81%) Data Governance
9 24 (16.44%) Data Engineering
10 22 (15.07%) Business Transformation
10 22 (15.07%) DevOps
11 20 (13.70%) Problem-Solving
12 19 (13.01%) Visualisation
13 18 (12.33%) Artificial Intelligence
13 18 (12.33%) Data Integration
14 17 (11.64%) Computer Science
15 16 (10.96%) Business Intelligence
15 16 (10.96%) Data Science
15 16 (10.96%) Roadmaps
16 14 (9.59%) Validation
Programming Languages
1 77 (52.74%) Python
2 57 (39.04%) SQL
3 17 (11.64%) JavaScript
4 14 (9.59%) Java
5 13 (8.90%) Scala
6 9 (6.16%) Go
7 7 (4.79%) TypeScript
8 4 (2.74%) Perl
9 3 (2.05%) Search Processing Language
9 3 (2.05%) Shell Script
10 2 (1.37%) C#
10 2 (1.37%) Lua
10 2 (1.37%) PHP
10 2 (1.37%) T-SQL
11 1 (0.68%) Bicep
11 1 (0.68%) PowerShell
Qualifications
1 37 (25.34%) Security Cleared
2 35 (23.97%) SC Cleared
3 21 (14.38%) Degree
4 14 (9.59%) Computer Science Degree
5 12 (8.22%) Master's Degree
6 1 (0.68%) Azure Certification
6 1 (0.68%) PhD
6 1 (0.68%) Postgraduate
Quality Assurance & Compliance
1 35 (23.97%) Data Quality
2 13 (8.90%) QA
3 3 (2.05%) Accessibility
4 1 (0.68%) GDPR
4 1 (0.68%) NIST
System Software
1 7 (4.79%) Docker
2 1 (0.68%) Apache Flume
2 1 (0.68%) Virtual Machines
Systems Management
1 8 (5.48%) Kubernetes
2 5 (3.42%) Kubeflow
3 3 (2.05%) Terraform
4 1 (0.68%) Kibana
4 1 (0.68%) Matomo
Vendors
1 31 (21.23%) Google
2 15 (10.27%) Databricks
3 12 (8.22%) Microsoft
4 8 (5.48%) Adobe
5 6 (4.11%) Foundry
5 6 (4.11%) Monetate
5 6 (4.11%) Optimizely
5 6 (4.11%) Palantir
6 5 (3.42%) Ensighten
6 5 (3.42%) Omniture
6 5 (3.42%) Tealium
7 3 (2.05%) Splunk
8 2 (1.37%) Cloudera
8 2 (1.37%) ESRI
8 2 (1.37%) Informatica
8 2 (1.37%) Proofpoint
8 2 (1.37%) Workday
9 1 (0.68%) IBM
9 1 (0.68%) SAP
9 1 (0.68%) Talend