ARIMA Contracts with Hybrid/Remote/WFH Options

Autoregressive Integrated Moving Average (ARIMA)
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring ARIMA skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited ARIMA over the 6 months leading up to 20 July 2025, comparing them to the same period in the previous two years.

6 months to
20 Jul 2025
Same period 2024 Same period 2023
Rank 322 - -
Rank change year-on-year - - -
Contract jobs citing ARIMA 1 0 0
As % of all contract jobs with a WFH option 0.010% - -
As % of the Processes & Methodologies category 0.011% - -
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
UK median daily rate £425 - -

All Process and Methodology Skills
Work from Home

ARIMA falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 9,413 12,250 20,972
As % of all contract jobs with a WFH option 91.65% 87.29% 89.46%
Number of daily rates quoted 6,338 8,298 14,770
10th Percentile £325 £325 £350
25th Percentile £413 £425 £444
Median daily rate (50th Percentile) £510 £525 £538
Median % change year-on-year -2.86% -2.33% -0.46%
75th Percentile £627 £638 £650
90th Percentile £750 £750 £750
UK median daily rate £500 £525 £548
% change year-on-year -4.76% -4.11% -0.45%
Number of hourly rates quoted 273 486 508
10th Percentile £12.62 £15.93 £17.68
25th Percentile £18.50 £26.70 £25.75
Median hourly rate £33.89 £43.00 £51.07
Median % change year-on-year -21.20% -15.79% +14.75%
75th Percentile £65.00 £62.50 £68.75
90th Percentile £72.50 £74.75 £81.00
UK median hourly rate £25.15 £38.12 £42.50
% change year-on-year -34.02% -10.31% +61.35%

ARIMA
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing ARIMA as a proportion of all IT jobs advertised.

ARIMA trend for jobs with Hybrid/Remote/WFH options

ARIMA
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:

Cloud Services
1 1 (100.00%) Amazon Bedrock
1 1 (100.00%) Amazon S3
1 1 (100.00%) Amazon SageMaker
1 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) AWS Step Functions
1 1 (100.00%) Azure
1 1 (100.00%) Azure DevOps
1 1 (100.00%) ChatGPT
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Amazon Athena
1 1 (100.00%) Big Data
Development Applications
1 1 (100.00%) JIRA
Job Titles
1 1 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) Hugging Face
1 1 (100.00%) NumPy
1 1 (100.00%) Pandas
1 1 (100.00%) Prophet
1 1 (100.00%) PyTorch
1 1 (100.00%) scikit-learn
Processes & Methodologies
1 1 (100.00%) A/B Testing
1 1 (100.00%) Actionable Insight
1 1 (100.00%) Agile
1 1 (100.00%) Clean Code
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Privacy
1 1 (100.00%) Data Science
1 1 (100.00%) Decision Tree
1 1 (100.00%) DevOps
1 1 (100.00%) Linear Regression
1 1 (100.00%) LLM
1 1 (100.00%) Logistic Regression
1 1 (100.00%) Machine Learning
1 1 (100.00%) OCR
1 1 (100.00%) Performance Metrics
1 1 (100.00%) Random Forest
1 1 (100.00%) Scrum
1 1 (100.00%) Statistical Analysis
1 1 (100.00%) Time Series Forecasting
1 1 (100.00%) Use Case
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) GDPR
Vendors
1 1 (100.00%) Sage