Predictive Modelling Contracts with Work from Home Options

Predictive Modelling
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and 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 19 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
19 May 2024
Same period 2023 Same period 2022
Rank 326 448 584
Rank change year-on-year +122 +136 -123
Contract jobs citing Predictive Modelling 19 11 38
As % of all contract jobs with a WFH option 0.13% 0.044% 0.086%
As % of the Processes & Methodologies category 0.15% 0.049% 0.094%
Number of daily rates quoted 14 9 23
10th Percentile £378 £465 £300
25th Percentile £416 £475 £410
Median daily rate (50th Percentile) £483 £500 £500
Median % change year-on-year -3.50% - -8.68%
75th Percentile £547 £525 £663
90th Percentile £558 £545 £758
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -4.18%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £60.18 - -
Median hourly rate £62.36 - -
75th Percentile £64.53 - -
90th Percentile - - -
UK median hourly rate £45.00 - £54.28

All Process and Methodology Skills
Work from Home

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 with a WFH option and a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 12,944 22,223 40,220
As % of all contract jobs with a WFH option 87.86% 89.66% 91.06%
Number of daily rates quoted 8,720 15,728 29,204
10th Percentile £325 £363 £363
25th Percentile £425 £450 £433
Median daily rate (50th Percentile) £525 £544 £525
Median % change year-on-year -3.49% +3.62% +7.69%
75th Percentile £638 £650 £631
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +7.07%
Number of hourly rates quoted 566 510 531
10th Percentile £14.94 £18.63 £14.50
25th Percentile £24.44 £26.46 £20.75
Median hourly rate £43.00 £52.50 £39.50
Median % change year-on-year -18.10% +32.91% +64.58%
75th Percentile £60.00 £68.75 £57.50
90th Percentile £75.00 £80.00 £72.50
UK median hourly rate £36.05 £36.00 £25.68
% change year-on-year +0.13% +40.19% +7.00%

Predictive Modelling
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Predictive Modelling as a proportion of all IT jobs advertised.

Predictive Modelling trend for jobs with a WFH option

Predictive Modelling
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing Predictive Modelling.

Predictive Modelling daily rate for jobs with a WFH option

Predictive Modelling
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Predictive Modelling over the 6 months to 19 May 2024.

Predictive Modelling daily rate histogram for jobs with a WFH option

Predictive Modelling
Co-occurring Skills and Capabilities with WFH Options 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 1 (5.26%) Apache Spark
1 1 (5.26%) Confluence
Applications
1 1 (5.26%) Microsoft Excel
Business Applications
1 1 (5.26%) Shopify
Cloud Services
1 4 (21.05%) Azure
2 2 (10.53%) Power Platform
3 1 (5.26%) Amazon MSK
3 1 (5.26%) Amazon S3
3 1 (5.26%) AWS
3 1 (5.26%) AWS Lambda
3 1 (5.26%) AWS Step Functions
3 1 (5.26%) Azure Data Factory
3 1 (5.26%) Azure DevOps
3 1 (5.26%) Azure Logic Apps
3 1 (5.26%) Azure Synapse Analytics
3 1 (5.26%) BigCommerce
3 1 (5.26%) dbt
3 1 (5.26%) Serverless
Communications & Networking
1 1 (5.26%) Internet
1 1 (5.26%) Wireless
Database & Business Intelligence
1 5 (26.32%) Big Data
2 4 (21.05%) Hadoop
2 4 (21.05%) Tableau
3 3 (15.79%) Data Mining
4 2 (10.53%) Data Warehouse
4 2 (10.53%) Power BI
5 1 (5.26%) Amazon RDS
5 1 (5.26%) Amazon Redshift
5 1 (5.26%) Azure SQL Data Warehouse
5 1 (5.26%) Data Lake
5 1 (5.26%) Data Vault
5 1 (5.26%) DynamoDB
5 1 (5.26%) Parquet
Development Applications
1 1 (5.26%) JIRA
1 1 (5.26%) Visual Studio
General
1 8 (42.11%) Analytical Skills
2 5 (26.32%) Social Skills
3 2 (10.53%) Public Sector
4 1 (5.26%) Banking
4 1 (5.26%) Finance
4 1 (5.26%) Marketing
4 1 (5.26%) Organisational Skills
4 1 (5.26%) Retail
Job Titles
1 12 (63.16%) Data Scientist
2 3 (15.79%) Data Engineer
3 1 (5.26%) Analyst
3 1 (5.26%) Artificial Intelligence Engineer
3 1 (5.26%) Chief Technology Officer
3 1 (5.26%) Data Analyst
3 1 (5.26%) Developer
3 1 (5.26%) Fraud Analyst
3 1 (5.26%) Fraud Data Analyst
3 1 (5.26%) Power BI Engineer
Libraries, Frameworks & Software Standards
1 3 (15.79%) scikit-learn
2 2 (10.53%) JSON
3 1 (5.26%) Apache Avro
3 1 (5.26%) Kafka
3 1 (5.26%) PyTorch
3 1 (5.26%) REST
3 1 (5.26%) Swagger
3 1 (5.26%) TensorFlow
3 1 (5.26%) VML
3 1 (5.26%) YAML
Miscellaneous
1 11 (57.89%) Algorithms
2 3 (15.79%) Data Structures
2 3 (15.79%) Social Media
3 1 (5.26%) Data Protection Act
3 1 (5.26%) Self-Motivation
Processes & Methodologies
1 14 (73.68%) Data Science
2 13 (68.42%) Machine Learning
3 11 (57.89%) Data Analysis
4 8 (42.11%) Data Visualisation
4 8 (42.11%) Visualisation
5 7 (36.84%) Business Intelligence
5 7 (36.84%) Data Modelling
5 7 (36.84%) Decision-Making
6 6 (31.58%) Mathematics
6 6 (31.58%) Statistics
7 5 (26.32%) Artificial Intelligence
7 5 (26.32%) Prototyping
8 4 (21.05%) Agile
8 4 (21.05%) Analytics
8 4 (21.05%) Computer Science
8 4 (21.05%) Customer Service
8 4 (21.05%) Exploratory Data Analysis
8 4 (21.05%) Problem-Solving
8 4 (21.05%) Statistical Analysis
9 3 (15.79%) Continuous Improvement
Programming Languages
1 12 (63.16%) Python
2 7 (36.84%) SQL
3 4 (21.05%) R
4 2 (10.53%) Java
5 1 (5.26%) C#
5 1 (5.26%) Scala
Qualifications
1 4 (21.05%) Computer Science Degree
1 4 (21.05%) Degree
2 2 (10.53%) Master's Degree
2 2 (10.53%) SC Cleared
2 2 (10.53%) Security Cleared
3 1 (5.26%) PhD
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
1 1 (5.26%) QA
System Software
1 2 (10.53%) Docker
Systems Management
1 1 (5.26%) Terraform
Vendors
1 3 (15.79%) Microsoft
2 2 (10.53%) ServiceNow
3 1 (5.26%) Adobe
3 1 (5.26%) Databricks
3 1 (5.26%) Salesforce
3 1 (5.26%) SAP
3 1 (5.26%) Sitecore