Monte Carlo Method Contract Job Trends in London

Monte Carlo Simulation
England > London

The table below provides summary statistics and contractor rates for jobs advertised in London requiring Monte Carlo Method skills. It covers contract job vacancies from the 6 months leading up to 6 November 2025, with comparisons to the same periods in the previous two years.

6 months to
6 Nov 2025
Same period 2024 Same period 2023
Rank 368 366 407
Rank change year-on-year -2 +41 +150
Contract jobs citing Monte Carlo Method 11 7 16
As % of all contract jobs in London 0.080% 0.045% 0.080%
As % of the Processes & Methodologies category 0.086% 0.050% 0.089%
Number of daily rates quoted 7 4 13
10th Percentile £446 £499 £470
25th Percentile £456 £572 £500
Median daily rate (50th Percentile) £500 £680 £745
Median % change year-on-year -26.42% -8.79% -0.67%
75th Percentile £626 £751 £888
90th Percentile £714 - £1,005
England median daily rate £500 £734 £745
% change year-on-year -31.88% -1.48% +4.20%

All Process and Methodology Skills
London

Monte Carlo Method falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in London.

Contract vacancies with a requirement for process or methodology skills 12,740 13,914 18,034
As % of all contract IT jobs advertised in London 92.46% 89.10% 89.75%
Number of daily rates quoted 8,386 8,952 13,004
10th Percentile £331 £350 £360
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £538 £550 £575
Median % change year-on-year -2.27% -4.35% -2.13%
75th Percentile £663 £675 £688
90th Percentile £775 £799 £800
England median daily rate £508 £525 £550
% change year-on-year -3.33% -4.55% -
Number of hourly rates quoted 255 165 235
10th Percentile £17.98 £17.35 £18.50
25th Percentile £25.01 £25.00 £21.25
Median hourly rate £30.00 £38.07 £38.00
Median % change year-on-year -21.20% +0.18% +1.33%
75th Percentile £46.88 £58.75 £62.75
90th Percentile £64.90 £80.45 £77.50
England median hourly rate £25.15 £37.50 £44.50
% change year-on-year -32.93% -15.73% +27.14%

Monte Carlo Method
Job Vacancy Trend in London

Historical trend showing the proportion of contract IT job postings citing Monte Carlo Method relative to all contract IT jobs advertised in London.

Monte Carlo Method job vacancy trend in London

Monte Carlo Method
Daily Rate Trend in London

Contractor daily rate distribution trend for jobs in London citing Monte Carlo Method.

Contractor daily rate distribution trend for jobs in London citing Monte Carlo Method

Monte Carlo Method
Daily Rate Histogram in London

Daily rate distribution for jobs citing Monte Carlo Method in London over the 6 months to 6 November 2025.

Daily rate histogram for Monte Carlo Method in London

Monte Carlo Method
Hourly Rate Trend in London

Contractor hourly rate distribution trend for jobs in London citing Monte Carlo Method.

Contractor hourly rate distribution trend for jobs in London citing Monte Carlo Method

Monte Carlo Method
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Monte Carlo Method within the London region over the 6 months to 6 November 2025. 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
West London - 2 £614 -
Central London - 1 £819 - 12
Monte Carlo Method
England

Monte Carlo Method
Co-Occurring Skills & Capabilities in London by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 6 (54.55%) Apache
1 6 (54.55%) Apache Spark
2 4 (36.36%) Apache Airflow
3 1 (9.09%) SAS
Applications
1 1 (9.09%) Microsoft Excel
Cloud Services
1 7 (63.64%) AWS
1 7 (63.64%) Azure
1 7 (63.64%) GCP
2 5 (45.45%) Snowflake
3 4 (36.36%) dbt
4 3 (27.27%) Collibra
4 3 (27.27%) Power Platform
5 2 (18.18%) Amazon S3
5 2 (18.18%) Amazon SQS
5 2 (18.18%) AWS CloudFormation
5 2 (18.18%) Azure Synapse Analytics
6 1 (9.09%) Alation
Database & Business Intelligence
1 6 (54.55%) BigQuery
2 4 (36.36%) Amazon Redshift
2 4 (36.36%) Data Warehouse
2 4 (36.36%) NoSQL
3 3 (27.27%) Power BI
4 2 (18.18%) Amazon Athena
4 2 (18.18%) Data Lake
4 2 (18.18%) Mixpanel
4 2 (18.18%) OLAP
4 2 (18.18%) OLTP
5 1 (9.09%) Metadata
General
1 8 (72.73%) Social Skills
2 3 (27.27%) Finance
3 2 (18.18%) Analytical Skills
3 2 (18.18%) Banking
4 1 (9.09%) Front Office
4 1 (9.09%) Games
4 1 (9.09%) Inclusion and Diversity
4 1 (9.09%) Investment Banking
Job Titles
1 4 (36.36%) QA Engineer
1 4 (36.36%) Senior
1 4 (36.36%) Senior QA Engineer
2 2 (18.18%) Analyst
2 2 (18.18%) Data Analytics Engineer
2 2 (18.18%) Data Engineer
2 2 (18.18%) Data Migration Engineer
2 2 (18.18%) Migration Engineer
2 2 (18.18%) Principal Data Engineer
2 2 (18.18%) Principal Engineer
2 2 (18.18%) Principal Software Engineer
2 2 (18.18%) Qualitative Analyst
2 2 (18.18%) Quantitative Analyst
2 2 (18.18%) Software Engineer
3 1 (9.09%) GCP Engineer
Libraries, Frameworks & Software Standards
1 6 (54.55%) Great Expectations
2 2 (18.18%) Kafka
2 2 (18.18%) XML
2 2 (18.18%) XSLT
Miscellaneous
1 4 (36.36%) Virtual Team
2 3 (27.27%) Cloud Native
3 2 (18.18%) Algorithms
3 2 (18.18%) Distributed Computing
3 2 (18.18%) Self-Motivation
4 1 (9.09%) Credit Derivative
4 1 (9.09%) Data Protection Act
4 1 (9.09%) Derivative
Processes & Methodologies
1 9 (81.82%) Analytics
2 7 (63.64%) Data Governance
3 6 (54.55%) CI/CD
3 6 (54.55%) ETL
3 6 (54.55%) Problem-Solving
4 5 (45.45%) Data Science
4 5 (45.45%) Fintech
4 5 (45.45%) Validation
5 4 (36.36%) Business Intelligence
5 4 (36.36%) Data Pipeline
5 4 (36.36%) Data Transformation
5 4 (36.36%) Machine Learning
5 4 (36.36%) Migration
5 4 (36.36%) Root Cause Analysis
5 4 (36.36%) Test Automation
6 3 (27.27%) AI
6 3 (27.27%) Data Analysis
6 3 (27.27%) Data Architecture
6 3 (27.27%) Data Engineering
7 2 (18.18%) Collateral Management
Programming Languages
1 9 (81.82%) SQL
2 7 (63.64%) Python
3 4 (36.36%) C#
4 3 (27.27%) VBA
5 2 (18.18%) C++
5 2 (18.18%) VC++
6 1 (9.09%) R
Qualifications
1 2 (18.18%) Degree
2 1 (9.09%) ACCA
2 1 (9.09%) CFA
2 1 (9.09%) Computer Science Degree
2 1 (9.09%) Master's Degree
Quality Assurance & Compliance
1 4 (36.36%) QA
2 3 (27.27%) Data Quality
2 3 (27.27%) GDPR
3 2 (18.18%) EMIR
4 1 (9.09%) IFRS
4 1 (9.09%) IFRS 9
Systems Management
1 2 (18.18%) Terraform
Vendors
1 3 (27.27%) Databricks
1 3 (27.27%) Oracle
2 2 (18.18%) Google
2 2 (18.18%) Microsoft
3 1 (9.09%) Alteryx
3 1 (9.09%) Informatica