ARIMA Contracts in the UK excluding London

Autoregressive Integrated Moving Average (ARIMA)
UK > UK excluding London

The table below provides summary statistics for contract job vacancies advertised in the UK excluding London 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 3 August 2025, comparing them to the same period in the previous two years.

6 months to
3 Aug 2025
Same period 2024 Same period 2023
Rank 373 - -
Rank change year-on-year - - -
Contract jobs citing ARIMA 4 0 0
As % of all contract jobs advertised in the UK excluding London 0.026% - -
As % of the Processes & Methodologies category 0.029% - -
Number of daily rates quoted 2 0 0
10th Percentile - - -
25th Percentile £413 - -
Median daily rate (50th Percentile) £425 - -
75th Percentile £438 - -
90th Percentile - - -
UK median daily rate £425 - -

All Process and Methodology Skills
UK excluding London

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 requiring process or methodology skills in the UK excluding London.

Contract vacancies with a requirement for process or methodology skills 13,664 15,267 19,723
As % of all contract IT jobs advertised in the UK excluding London 89.31% 83.13% 88.43%
Number of daily rates quoted 8,216 9,199 13,235
10th Percentile £235 £250 £263
25th Percentile £365 £387 £400
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - -
75th Percentile £575 £600 £600
90th Percentile £650 £688 £694
UK median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% -
Number of hourly rates quoted 1,319 1,592 1,214
10th Percentile £13.81 £13.69 £14.25
25th Percentile £16.95 £16.50 £17.71
Median hourly rate £23.00 £40.94 £40.00
Median % change year-on-year -43.82% +2.35% +84.42%
75th Percentile £46.30 £65.00 £65.00
90th Percentile £70.03 £75.00 £76.07
UK median hourly rate £25.15 £40.33 £42.50
% change year-on-year -37.63% -5.12% +60.38%

ARIMA
Job Vacancy Trend in the UK excluding London

Job postings citing ARIMA as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for ARIMA in the UK excluding London

ARIMA
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ARIMA within the UK excluding London region over the 6 months to 3 August 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
South East - 3 £425 - 3
East Midlands - 1 - -
Midlands - 1 - -
ARIMA
UK

ARIMA
Co-occurring Skills and Capabilities in the UK excluding London 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 4 (100.00%) Azure
1 4 (100.00%) Azure DevOps
2 3 (75.00%) Amazon Bedrock
2 3 (75.00%) Amazon S3
2 3 (75.00%) Amazon SageMaker
2 3 (75.00%) AWS
2 3 (75.00%) AWS Lambda
2 3 (75.00%) AWS Step Functions
2 3 (75.00%) ChatGPT
2 3 (75.00%) Serverless
3 1 (25.00%) Azure Data Factory
3 1 (25.00%) Azure Key Vault
3 1 (25.00%) Azure Machine Learning
Database & Business Intelligence
1 3 (75.00%) Amazon Athena
1 3 (75.00%) Big Data
2 1 (25.00%) Data Lake
Development Applications
1 3 (75.00%) JIRA
General
1 1 (25.00%) Public Sector
Job Titles
1 4 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 4 (100.00%) Prophet
1 4 (100.00%) scikit-learn
2 3 (75.00%) Hugging Face
2 3 (75.00%) NumPy
2 3 (75.00%) Pandas
2 3 (75.00%) PyTorch
3 1 (25.00%) PySpark
3 1 (25.00%) XGBoost
Processes & Methodologies
1 4 (100.00%) Actionable Insight
1 4 (100.00%) Data Engineering
1 4 (100.00%) Data Science
1 4 (100.00%) DevOps
1 4 (100.00%) Linear Regression
1 4 (100.00%) Machine Learning
1 4 (100.00%) Random Forest
2 3 (75.00%) A/B Testing
2 3 (75.00%) Agile
2 3 (75.00%) Clean Code
2 3 (75.00%) Data Privacy
2 3 (75.00%) Decision Tree
2 3 (75.00%) LLM
2 3 (75.00%) Logistic Regression
2 3 (75.00%) OCR
2 3 (75.00%) Performance Metrics
2 3 (75.00%) Scrum
2 3 (75.00%) Statistical Analysis
2 3 (75.00%) Time Series Forecasting
2 3 (75.00%) Use Case
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) SQL
Qualifications
1 1 (25.00%) Security Cleared
Quality Assurance & Compliance
1 3 (75.00%) GDPR
Vendors
1 3 (75.00%) Sage
2 1 (25.00%) Databricks