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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 525 659 749
Rank change year-on-year +134 +90 -133
Contract jobs citing Predictive Modelling 61 34 100
As % of all contract jobs advertised in the UK 0.14% 0.059% 0.11%
As % of the Processes & Methodologies category 0.16% 0.065% 0.13%
Number of daily rates quoted 47 19 63
10th Percentile £388 £470 £305
25th Percentile £425 £475 £400
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -8.22%
75th Percentile £569 £689 £644
90th Percentile £590 £825 £698
UK excluding London median daily rate £520 £500 £455
% change year-on-year +4.00% +9.89% -15.86%
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 37,201 52,182 79,685
As % of all contract IT jobs advertised in the UK 86.27% 89.83% 90.59%
Number of daily rates quoted 23,946 36,175 55,967
10th Percentile £300 £325 £341
25th Percentile £413 £438 £426
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +8.72%
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% +8.57%
Number of hourly rates quoted 2,437 1,727 1,890
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.50
Median hourly rate £36.50 £36.00 £25.00
Median % change year-on-year +1.39% +44.00% +2.04%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.00 £35.00 £20.00
% change year-on-year +8.57% +75.00% -6.98%

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 8 May 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 8 May 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 8 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
England +113 56 £525 - 74
London +112 34 £500 -20.63% 44
Work from Home +126 18 £483 -3.50% 32
UK excluding London +78 18 £520 +4.00% 31
North of England +32 7 £554 -16.38% 8
East of England - 6 £388 - 4
Yorkshire - 5 £560 - 6
North West +22 2 £520 -21.51% 2
South West +14 2 £538 +7.50% 1
West Midlands - 2 £440 - 4
Midlands - 2 £440 - 9
Scotland - 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 (4.92%) SharePoint
Applications
1 2 (3.28%) Microsoft Excel
Cloud Services
1 15 (24.59%) AWS
2 11 (18.03%) Amazon MSK
2 11 (18.03%) AWS Lambda
2 11 (18.03%) AWS Step Functions
2 11 (18.03%) Serverless
3 9 (14.75%) Power Platform
4 8 (13.11%) Azure
5 5 (8.20%) Azure Data Factory
5 5 (8.20%) Azure DevOps
6 4 (6.56%) Azure Synapse Analytics
6 4 (6.56%) GCP
7 2 (3.28%) Amazon S3
8 1 (1.64%) PowerApps
Communications & Networking
1 1 (1.64%) Internet
1 1 (1.64%) Wireless
Database & Business Intelligence
1 23 (37.70%) Tableau
2 14 (22.95%) Big Data
3 13 (21.31%) Hadoop
4 11 (18.03%) Amazon RDS
4 11 (18.03%) Amazon Redshift
4 11 (18.03%) DynamoDB
4 11 (18.03%) Parquet
5 9 (14.75%) Power BI
6 7 (11.48%) Data Mining
7 5 (8.20%) Data Warehouse
8 4 (6.56%) Azure SQL Database
8 4 (6.56%) Data Lake
8 4 (6.56%) QlikView
9 2 (3.28%) Looker
10 1 (1.64%) Amazon Athena
10 1 (1.64%) MongoDB
10 1 (1.64%) PostgreSQL
Development Applications
1 2 (3.28%) Visual Studio
2 1 (1.64%) RStudio
General
1 26 (42.62%) Analytical Skills
2 17 (27.87%) Social Skills
3 8 (13.11%) Finance
3 8 (13.11%) Public Sector
4 7 (11.48%) Presentation Skills
5 2 (3.28%) Banking
5 2 (3.28%) Organisational Skills
6 1 (1.64%) Influencing Skills
6 1 (1.64%) Marketing
6 1 (1.64%) Retail Banking
Job Titles
1 30 (49.18%) Data Scientist
2 16 (26.23%) Data Engineer
3 6 (9.84%) Analyst
4 4 (6.56%) Architect
4 4 (6.56%) Business Architect
4 4 (6.56%) Business Intelligence Architect
4 4 (6.56%) Business Intelligence Solutions Architect
4 4 (6.56%) Business Solution Architect
4 4 (6.56%) Solutions Architect
5 3 (4.92%) Artificial Intelligence Analyst
5 3 (4.92%) Data Analyst
5 3 (4.92%) Senior
6 2 (3.28%) Data Insight Analyst
6 2 (3.28%) Insight Analyst
6 2 (3.28%) Insight Data Analyst
6 2 (3.28%) Machine Learning Analyst
6 2 (3.28%) Senior Analyst
6 2 (3.28%) Senior Insight Analyst
7 1 (1.64%) Senior Data Scientist
7 1 (1.64%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 13 (21.31%) JSON
2 11 (18.03%) Apache Avro
3 8 (13.11%) Kafka
4 3 (4.92%) scikit-learn
5 2 (3.28%) REST
5 2 (3.28%) Swagger
5 2 (3.28%) YAML
6 1 (1.64%) ADO
6 1 (1.64%) Flask
6 1 (1.64%) PySpark
6 1 (1.64%) PyTorch
6 1 (1.64%) TensorFlow
6 1 (1.64%) Tkinter
Miscellaneous
1 28 (45.90%) Algorithms
2 6 (9.84%) Data Structures
3 4 (6.56%) Management Information System
3 4 (6.56%) Social Media
4 1 (1.64%) Cloud Native
4 1 (1.64%) Data Protection Act
4 1 (1.64%) Self-Motivation
Operating Systems
1 2 (3.28%) Unix
Processes & Methodologies
1 37 (60.66%) Data Science
2 34 (55.74%) Data Modelling
3 33 (54.10%) Machine Learning
4 31 (50.82%) Visualisation
5 30 (49.18%) Data Visualisation
6 25 (40.98%) Data Analysis
7 23 (37.70%) Business Intelligence
8 21 (34.43%) Statistics
9 20 (32.79%) Computer Science
9 20 (32.79%) ETL
9 20 (32.79%) Mathematics
10 17 (27.87%) Analytics
10 17 (27.87%) Decision-Making
11 14 (22.95%) Prototyping
12 12 (19.67%) Agile
12 12 (19.67%) Customer Service
13 11 (18.03%) Continuous Improvement
13 11 (18.03%) Data Ingestion
13 11 (18.03%) Data Management
13 11 (18.03%) Problem-Solving
Programming Languages
1 42 (68.85%) Python
2 35 (57.38%) SQL
3 17 (27.87%) R
4 5 (8.20%) Java
5 2 (3.28%) C#
5 2 (3.28%) JavaScript
5 2 (3.28%) Lua
5 2 (3.28%) Perl
5 2 (3.28%) PHP
6 1 (1.64%) Scala
Qualifications
1 22 (36.07%) Degree
2 16 (26.23%) SC Cleared
2 16 (26.23%) Security Cleared
3 15 (24.59%) Computer Science Degree
4 8 (13.11%) Master's Degree
5 4 (6.56%) Azure Certification
6 1 (1.64%) Numerate Degree
6 1 (1.64%) PhD
Quality Assurance & Compliance
1 3 (4.92%) ISO/IEC 20000
2 2 (3.28%) Data Quality
3 1 (1.64%) GDPR
3 1 (1.64%) QA
System Software
1 2 (3.28%) Docker
Vendors
1 12 (19.67%) Microsoft
2 5 (8.20%) ServiceNow
3 4 (6.56%) Google
4 1 (1.64%) Anaplan
4 1 (1.64%) Progress