Predictive Modelling Contracts in England

Predictive Modelling
UK > England

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Predictive Modelling over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 495 606 693
Rank change year-on-year +111 +87 -120
Contract jobs citing Predictive Modelling 56 31 84
As % of all contract jobs advertised in England 0.15% 0.065% 0.12%
As % of the Processes & Methodologies category 0.18% 0.073% 0.13%
Number of daily rates quoted 41 19 54
10th Percentile £363 £470 £341
25th Percentile £413 £475 £402
Median daily rate (50th Percentile) £500 £525 £550
Median % change year-on-year -4.76% -4.55% -8.33%
75th Percentile £563 £689 £663
90th Percentile £580 £825 £700
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -10.64%
Number of hourly rates quoted 4 0 4
10th Percentile - - £44.93
25th Percentile £41.25 - £45.96
Median hourly rate £43.75 - £54.28
75th Percentile £47.81 - £62.50
90th Percentile £48.38 - £63.85
UK median hourly rate £43.75 - £54.28

All Process and Methodology Skills
England

Predictive Modelling 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 31,623 42,710 64,053
As % of all contract IT jobs advertised in England 85.71% 89.97% 90.85%
Number of daily rates quoted 20,632 29,989 45,672
10th Percentile £300 £325 £338
25th Percentile £413 £445 £431
Median daily rate (50th Percentile) £525 £550 £545
Median % change year-on-year -4.55% +0.92% +9.00%
75th Percentile £650 £675 £650
90th Percentile £750 £768 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,323 1,520 1,714
10th Percentile £12.86 £10.63 £12.50
25th Percentile £16.00 £15.74 £15.25
Median hourly rate £37.50 £37.32 £25.00
Median % change year-on-year +0.48% +49.28% +11.11%
75th Percentile £61.30 £65.00 £49.48
90th Percentile £72.50 £75.05 £65.00
UK median hourly rate £36.50 £36.25 £25.68
% change year-on-year +0.69% +41.16% +9.74%

Predictive Modelling
Job Vacancy Trend in England

Job postings citing Predictive Modelling as a proportion of all IT jobs advertised in England.

Job vacancy trend for Predictive Modelling in England

Predictive Modelling
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Predictive Modelling in England.

Daily rate trend for Predictive Modelling in England

Predictive Modelling
Daily Rate Histogram in England

Daily rate distribution for jobs citing Predictive Modelling in England over the 6 months to 1 June 2024.

Daily rate histogram for Predictive Modelling in England

Predictive Modelling
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Predictive Modelling in England.

Hourly rate trend for Predictive Modelling in England

Predictive Modelling
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 Predictive Modelling within the England region over the 6 months to 1 June 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 +109 35 £500 -20.63% 63
North of England +27 8 £540 -18.57% 5
East of England - 6 £388 - 2
Yorkshire - 5 £560 - 3
North West +20 3 £515 -22.26% 2
South West +1 2 £538 +7.50% 3
West Midlands - 2 £440 -
Midlands - 2 £440 - 3
South East - 1 - - 11
Predictive Modelling
UK

Predictive Modelling
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 2 (3.57%) Jupyter
1 2 (3.57%) SAS
1 2 (3.57%) SharePoint
2 1 (1.79%) Apache Spark
2 1 (1.79%) Confluence
Applications
1 2 (3.57%) Microsoft Excel
Business Applications
1 1 (1.79%) Shopify
Cloud Services
1 14 (25.00%) AWS
2 11 (19.64%) Amazon MSK
2 11 (19.64%) AWS Lambda
2 11 (19.64%) AWS Step Functions
2 11 (19.64%) Serverless
3 8 (14.29%) Power Platform
4 6 (10.71%) Azure
5 3 (5.36%) Amazon S3
5 3 (5.36%) Azure Data Factory
5 3 (5.36%) Azure DevOps
6 2 (3.57%) PowerApps
6 2 (3.57%) Snowflake
7 1 (1.79%) Amazon EC2
7 1 (1.79%) Azure Logic Apps
7 1 (1.79%) Azure Synapse Analytics
7 1 (1.79%) BigCommerce
7 1 (1.79%) dbt
Communications & Networking
1 1 (1.79%) Internet
1 1 (1.79%) Wireless
Database & Business Intelligence
1 17 (30.36%) Tableau
2 12 (21.43%) Amazon Redshift
2 12 (21.43%) DynamoDB
3 11 (19.64%) Amazon RDS
3 11 (19.64%) Parquet
4 10 (17.86%) Big Data
5 9 (16.07%) Hadoop
6 8 (14.29%) Power BI
7 6 (10.71%) Data Mining
8 3 (5.36%) Looker
9 2 (3.57%) Data Warehouse
10 1 (1.79%) Amazon Athena
10 1 (1.79%) Amazon QuickSight
10 1 (1.79%) Azure SQL Data Warehouse
10 1 (1.79%) Data Lake
10 1 (1.79%) Data Vault
10 1 (1.79%) NoSQL
Development Applications
1 2 (3.57%) Git
1 2 (3.57%) RStudio
1 2 (3.57%) Visual Studio
2 1 (1.79%) JIRA
General
1 17 (30.36%) Analytical Skills
2 9 (16.07%) Public Sector
3 8 (14.29%) Social Skills
4 6 (10.71%) Finance
4 6 (10.71%) Marketing
5 4 (7.14%) Presentation Skills
6 3 (5.36%) Organisational Skills
7 2 (3.57%) Banking
8 1 (1.79%) Advertising
8 1 (1.79%) Influencing Skills
8 1 (1.79%) Retail
8 1 (1.79%) Retail Banking
Job Titles
1 28 (50.00%) Data Scientist
2 14 (25.00%) Data Engineer
3 6 (10.71%) Analyst
4 4 (7.14%) Senior
5 3 (5.36%) Artificial Intelligence Analyst
5 3 (5.36%) Data Analyst
5 3 (5.36%) Developer
5 3 (5.36%) Senior Data Scientist
6 2 (3.57%) Data Insight Analyst
6 2 (3.57%) Insight Analyst
6 2 (3.57%) Insight Data Analyst
6 2 (3.57%) Machine Learning Analyst
6 2 (3.57%) Senior Analyst
6 2 (3.57%) Senior Insight Analyst
7 1 (1.79%) Artificial Intelligence Engineer
7 1 (1.79%) Data Science Developer
7 1 (1.79%) Marketing Data Analyst
7 1 (1.79%) Power BI Engineer
7 1 (1.79%) SQL Analyst
7 1 (1.79%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 13 (23.21%) JSON
2 11 (19.64%) Apache Avro
3 8 (14.29%) Kafka
4 5 (8.93%) scikit-learn
5 3 (5.36%) PyTorch
6 2 (3.57%) ADO
6 2 (3.57%) Matplotlib
6 2 (3.57%) Pandas
6 2 (3.57%) Plotly
6 2 (3.57%) pytest
6 2 (3.57%) REST
6 2 (3.57%) Swagger
6 2 (3.57%) Tkinter
6 2 (3.57%) YAML
7 1 (1.79%) TensorFlow
7 1 (1.79%) VML
Miscellaneous
1 23 (41.07%) Algorithms
2 7 (12.50%) Data Structures
3 2 (3.57%) Data Protection Act
3 2 (3.57%) Social Media
4 1 (1.79%) Self-Motivation
Operating Systems
1 2 (3.57%) Unix
Processes & Methodologies
1 38 (67.86%) Data Science
2 31 (55.36%) Machine Learning
3 27 (48.21%) Data Modelling
4 25 (44.64%) Visualisation
5 24 (42.86%) Data Analysis
5 24 (42.86%) Data Visualisation
6 21 (37.50%) Mathematics
7 20 (35.71%) Business Intelligence
7 20 (35.71%) Statistics
8 17 (30.36%) Computer Science
8 17 (30.36%) Decision-Making
9 15 (26.79%) Analytics
9 15 (26.79%) ETL
10 11 (19.64%) Data Ingestion
10 11 (19.64%) Prototyping
11 10 (17.86%) Actionable Insight
11 10 (17.86%) Data Pipeline
11 10 (17.86%) Mentoring
11 10 (17.86%) Statistical Analysis
12 9 (16.07%) Artificial Intelligence
Programming Languages
1 43 (76.79%) Python
2 31 (55.36%) SQL
3 16 (28.57%) R
4 4 (7.14%) Java
5 2 (3.57%) Bash
5 2 (3.57%) C#
5 2 (3.57%) JavaScript
5 2 (3.57%) Lua
5 2 (3.57%) Perl
5 2 (3.57%) PHP
6 1 (1.79%) MATLAB
6 1 (1.79%) Scala
Qualifications
1 18 (32.14%) Degree
2 13 (23.21%) Security Cleared
3 12 (21.43%) SC Cleared
4 11 (19.64%) Computer Science Degree
5 4 (7.14%) Master's Degree
6 2 (3.57%) Numerate Degree
7 1 (1.79%) PhD
Quality Assurance & Compliance
1 2 (3.57%) Actionable Recommendations
2 1 (1.79%) Data Quality
2 1 (1.79%) ISO/IEC 20000
2 1 (1.79%) QA
System Software
1 4 (7.14%) Docker
Systems Management
1 2 (3.57%) Kubernetes
2 1 (1.79%) Terraform
Vendors
1 7 (12.50%) Microsoft
2 5 (8.93%) ServiceNow
3 3 (5.36%) Databricks
4 2 (3.57%) Adobe
5 1 (1.79%) Anaplan
5 1 (1.79%) Oracle
5 1 (1.79%) Progress
5 1 (1.79%) Salesforce
5 1 (1.79%) SAP
5 1 (1.79%) Sitecore