Time Series Analysis Contract Job Trends in the UK excluding London

Time Series Analysis
UK > UK excluding London

The table below provides summary statistics and contractor rates for jobs advertised in the UK excluding London requiring Time Series Analysis skills. It covers vacancies from the 6 months leading up to 11 September 2025, with comparisons to the same periods in the previous two years.

6 months to
11 Sep 2025
Same period 2024 Same period 2023
Rank 371 366 -
Rank change year-on-year -5 - -
Contract jobs citing Time Series Analysis 6 5 0
As % of all contract jobs advertised in the UK excluding London 0.039% 0.028% -
As % of the Processes & Methodologies category 0.044% 0.034% -
Number of daily rates quoted 2 1 0
10th Percentile £449 - -
25th Percentile £461 £463 -
Median daily rate (50th Percentile) £483 £475 -
Median % change year-on-year +1.58% - -
75th Percentile £504 £488 -
90th Percentile £517 - -
UK median daily rate £525 £643 £534
% change year-on-year -18.29% +20.32% -26.34%
Number of hourly rates quoted 0 2 0
Median hourly rate - £20.24 -
UK median hourly rate - £21.50 £17.25
% change year-on-year - +24.64% -

All Process and Methodology Skills
UK excluding London

Time Series Analysis 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 13,782 14,892 18,918
As % of all contract IT jobs advertised in the UK excluding London 89.11% 82.91% 88.35%
Number of daily rates quoted 8,281 8,643 12,535
10th Percentile £235 £250 £260
25th Percentile £368 £391 £400
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - -
75th Percentile £575 £600 £600
90th Percentile £656 £688 £690
UK median daily rate £500 £525 £540
% change year-on-year -4.76% -2.78% -1.82%
Number of hourly rates quoted 1,418 1,259 1,223
10th Percentile £14.00 £14.50 £14.25
25th Percentile £16.95 £18.06 £17.71
Median hourly rate £22.63 £43.00 £39.55
Median % change year-on-year -47.37% +8.72% +71.96%
75th Percentile £43.00 £65.00 £65.00
90th Percentile £68.00 £75.00 £77.00
UK median hourly rate £25.15 £43.00 £41.50
% change year-on-year -41.51% +3.61% +43.10%

Time Series Analysis
Job Vacancy Trend in the UK excluding London

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

Job vacancy trend for Time Series Analysis in the UK excluding London

Time Series Analysis
Daily Rate Trend in the UK excluding London

Contractor daily rate distribution trend for jobs in the UK excluding London citing Time Series Analysis.

Contractor daily rate distribution trend for jobs in the UK excluding London citing Time Series Analysis

Time Series Analysis
Hourly Rate Trend in the UK excluding London

Contractor hourly rate distribution trend for jobs in the UK excluding London citing Time Series Analysis.

Contractor hourly rate distribution trend for jobs in the UK excluding London citing Time Series Analysis

Time Series Analysis
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 Time Series Analysis within the UK excluding London region over the 6 months to 11 September 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 +17 4 £440 -7.37% 12
East of England - 2 £525 - 1
Time Series Analysis
UK

Time Series Analysis
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:

Application Platforms
1 2 (33.33%) Apache Spark
2 1 (16.67%) Apache
Cloud Services
1 3 (50.00%) AWS
1 3 (50.00%) Azure
1 3 (50.00%) GCP
Database & Business Intelligence
1 2 (33.33%) Big Data
1 2 (33.33%) Hadoop
1 2 (33.33%) Relational Database
2 1 (16.67%) GIS
2 1 (16.67%) Neo4j
2 1 (16.67%) Pinecone
2 1 (16.67%) Tableau
Development Applications
1 2 (33.33%) Git
General
1 2 (33.33%) Social Skills
2 1 (16.67%) Agriculture
2 1 (16.67%) Agrochemical
2 1 (16.67%) Analytical Skills
2 1 (16.67%) Public Sector
Job Titles
1 5 (83.33%) Data Scientist
2 1 (16.67%) Artificial Intelligence Developer
2 1 (16.67%) Data Science Developer
2 1 (16.67%) Developer
Libraries, Frameworks & Software Standards
1 4 (66.67%) NumPy
1 4 (66.67%) Pandas
1 4 (66.67%) scikit-learn
2 1 (16.67%) Faiss
2 1 (16.67%) Matplotlib
2 1 (16.67%) PyTorch
2 1 (16.67%) Seaborn
2 1 (16.67%) TensorFlow
Miscellaneous
1 4 (66.67%) Algorithms
2 1 (16.67%) Distributed Computing
2 1 (16.67%) IoT
2 1 (16.67%) Video\Live Streaming
Processes & Methodologies
1 6 (100.00%) Data Science
2 5 (83.33%) Data Engineering
2 5 (83.33%) Machine Learning
2 5 (83.33%) Statistical Modelling
2 5 (83.33%) Visualisation
3 4 (66.67%) Data Visualisation
3 4 (66.67%) LLM
3 4 (66.67%) Predictive Modelling
3 4 (66.67%) Use Case
4 3 (50.00%) Agile
4 3 (50.00%) Data Cleansing
4 3 (50.00%) Data Pipeline
4 3 (50.00%) Feature Engineering
4 3 (50.00%) Model Validation
4 3 (50.00%) Predictive Analysis
5 2 (33.33%) Decision-Making
5 2 (33.33%) Problem-Solving
5 2 (33.33%) Statistics
5 2 (33.33%) Translating Business Requirements
6 1 (16.67%) Predictive Analytics
Programming Languages
1 6 (100.00%) Python
2 3 (50.00%) SQL
3 2 (33.33%) R
Qualifications
1 3 (50.00%) Degree
2 2 (33.33%) Master's Degree
3 1 (16.67%) DBS Check
3 1 (16.67%) PhD
3 1 (16.67%) Security Cleared
Vendors
1 1 (16.67%) Google