Predictive Modelling Contracts

Predictive Modelling
UK

The following table provides summary statistics for contract job vacancies 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 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 516 665 760
Rank change year-on-year +149 +95 -171
Contract jobs citing Predictive Modelling 63 35 100
As % of all contract jobs advertised in the UK 0.14% 0.058% 0.11%
As % of the Processes & Methodologies category 0.17% 0.065% 0.12%
Number of daily rates quoted 49 20 63
10th Percentile £383 £473 £300
25th Percentile £425 £475 £400
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -8.22%
75th Percentile £563 £714 £644
90th Percentile £589 £825 £698
UK excluding London median daily rate £520 £500 £480
% change year-on-year +4.00% +4.17% -10.70%
Number of hourly rates quoted 5 0 3
10th Percentile - - £47.05
25th Percentile £41.25 - £51.25
Median hourly rate £45.00 - £60.50
75th Percentile £52.50 - £63.25
90th Percentile £59.72 - £64.15
UK excluding London median hourly rate - - -

All Process and Methodology Skills
UK

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 requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 37,600 53,916 80,351
As % of all contract IT jobs advertised in the UK 86.32% 89.91% 90.57%
Number of daily rates quoted 24,240 37,368 56,382
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.20%
Number of hourly rates quoted 2,433 1,775 1,932
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £35.00 £37.00 £25.00
Median % change year-on-year -5.41% +48.00% -
75th Percentile £59.50 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK excluding London median hourly rate £36.50 £35.00 £20.00
% change year-on-year +4.29% +75.00% -8.34%

Predictive Modelling
Job Vacancy Trend

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

Job vacancy trend for Predictive Modelling in the UK

Predictive Modelling
Contractor Daily Rate Trend

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

Daily rate trend for Predictive Modelling in the UK

Predictive Modelling
Daily Rate Histogram

Daily rate distribution for jobs citing Predictive Modelling over the 6 months to 26 April 2024.

Daily rate histogram for Predictive Modelling in the UK

Predictive Modelling
Contractor Hourly Rate Trend

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

Hourly rate trend for Predictive Modelling in the UK

Predictive Modelling
Hourly Rate Histogram

Hourly rate distribution of jobs citing Predictive Modelling over the 6 months to 26 April 2024.

Hourly rate histogram for Predictive Modelling in the UK

Predictive Modelling
Top 12 Contract Locations

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 UK 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
England +136 57 £520 -0.95% 62
London +122 35 £500 -24.24% 41
Work from Home +125 18 £483 -3.50% 30
UK excluding London +76 18 £520 +4.00% 26
North of England +30 7 £554 -16.38% 5
East of England - 6 £388 - 3
Yorkshire - 5 £560 - 3
North West +18 2 £520 -21.51% 1
South West +18 2 £538 +7.50% 2
West Midlands - 2 £440 - 2
Midlands - 2 £440 - 5
Scotland - 1 - - 1

Predictive Modelling
Co-occurring Skills and Capabilities 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 (4.76%) SharePoint
Applications
1 2 (3.17%) Microsoft Excel
Cloud Services
1 16 (25.40%) AWS
2 11 (17.46%) Amazon MSK
2 11 (17.46%) AWS Lambda
2 11 (17.46%) AWS Step Functions
2 11 (17.46%) Serverless
3 10 (15.87%) Power Platform
4 9 (14.29%) Azure
5 6 (9.52%) Azure Data Factory
5 6 (9.52%) Azure DevOps
6 5 (7.94%) Azure Synapse Analytics
6 5 (7.94%) GCP
7 2 (3.17%) Amazon S3
8 1 (1.59%) PowerApps
Communications & Networking
1 1 (1.59%) Internet
1 1 (1.59%) Wireless
Database & Business Intelligence
1 25 (39.68%) Tableau
2 15 (23.81%) Big Data
3 14 (22.22%) Hadoop
4 11 (17.46%) Amazon RDS
4 11 (17.46%) Amazon Redshift
4 11 (17.46%) DynamoDB
4 11 (17.46%) Parquet
5 10 (15.87%) Power BI
6 7 (11.11%) Data Mining
7 6 (9.52%) Data Warehouse
8 5 (7.94%) Azure SQL Database
8 5 (7.94%) Data Lake
8 5 (7.94%) QlikView
9 2 (3.17%) Looker
10 1 (1.59%) Amazon Athena
10 1 (1.59%) MongoDB
10 1 (1.59%) PostgreSQL
Development Applications
1 2 (3.17%) Visual Studio
2 1 (1.59%) RStudio
General
1 28 (44.44%) Analytical Skills
2 18 (28.57%) Social Skills
3 8 (12.70%) Finance
3 8 (12.70%) Public Sector
4 7 (11.11%) Presentation Skills
5 2 (3.17%) Banking
5 2 (3.17%) Organisational Skills
6 1 (1.59%) Influencing Skills
6 1 (1.59%) Marketing
6 1 (1.59%) Retail Banking
Job Titles
1 31 (49.21%) Data Scientist
2 16 (25.40%) Data Engineer
3 6 (9.52%) Analyst
4 5 (7.94%) Architect
4 5 (7.94%) Business Architect
4 5 (7.94%) Business Intelligence Architect
4 5 (7.94%) Business Intelligence Solutions Architect
4 5 (7.94%) Business Solution Architect
4 5 (7.94%) Solutions Architect
5 3 (4.76%) Artificial Intelligence Analyst
5 3 (4.76%) Data Analyst
5 3 (4.76%) Senior
6 2 (3.17%) Data Insight Analyst
6 2 (3.17%) Insight Analyst
6 2 (3.17%) Insight Data Analyst
6 2 (3.17%) Machine Learning Analyst
6 2 (3.17%) Senior Analyst
6 2 (3.17%) Senior Insight Analyst
7 1 (1.59%) Fraud Analyst
7 1 (1.59%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (20.63%) JSON
2 11 (17.46%) Apache Avro
3 8 (12.70%) Kafka
4 3 (4.76%) scikit-learn
5 2 (3.17%) REST
5 2 (3.17%) Swagger
5 2 (3.17%) YAML
6 1 (1.59%) ADO
6 1 (1.59%) Flask
6 1 (1.59%) PySpark
6 1 (1.59%) PyTorch
6 1 (1.59%) TensorFlow
6 1 (1.59%) Tkinter
Miscellaneous
1 29 (46.03%) Algorithms
2 6 (9.52%) Data Structures
3 5 (7.94%) Management Information System
4 4 (6.35%) Social Media
5 2 (3.17%) Data Protection Act
6 1 (1.59%) Cloud Native
6 1 (1.59%) Self-Motivation
Operating Systems
1 2 (3.17%) Unix
Processes & Methodologies
1 38 (60.32%) Data Science
2 36 (57.14%) Data Modelling
3 35 (55.56%) Machine Learning
4 33 (52.38%) Visualisation
5 32 (50.79%) Data Visualisation
6 26 (41.27%) Data Analysis
7 25 (39.68%) Business Intelligence
8 22 (34.92%) Computer Science
8 22 (34.92%) Statistics
9 21 (33.33%) ETL
9 21 (33.33%) Mathematics
10 18 (28.57%) Analytics
11 17 (26.98%) Decision-Making
12 15 (23.81%) Prototyping
13 13 (20.63%) Agile
13 13 (20.63%) Customer Service
14 12 (19.05%) Continuous Improvement
14 12 (19.05%) Data Management
14 12 (19.05%) Problem-Solving
15 11 (17.46%) Data Governance
Programming Languages
1 43 (68.25%) Python
2 36 (57.14%) SQL
3 18 (28.57%) R
4 5 (7.94%) Java
5 2 (3.17%) C#
5 2 (3.17%) JavaScript
5 2 (3.17%) Lua
5 2 (3.17%) Perl
5 2 (3.17%) PHP
6 1 (1.59%) Scala
Qualifications
1 24 (38.10%) Degree
2 17 (26.98%) Computer Science Degree
2 17 (26.98%) SC Cleared
2 17 (26.98%) Security Cleared
3 9 (14.29%) Master's Degree
4 5 (7.94%) Azure Certification
5 1 (1.59%) Numerate Degree
5 1 (1.59%) PhD
Quality Assurance & Compliance
1 3 (4.76%) ISO/IEC 20000
2 2 (3.17%) Data Quality
3 1 (1.59%) GDPR
3 1 (1.59%) QA
System Software
1 2 (3.17%) Docker
Vendors
1 13 (20.63%) Microsoft
2 5 (7.94%) Google
2 5 (7.94%) ServiceNow
3 1 (1.59%) Anaplan
3 1 (1.59%) Progress