Time Series Analysis Job Trends in England

Time Series Analysis
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Time Series Analysis skills. It covers permanent job vacancies from the 6 months leading up to 30 December 2025, with comparisons to the same periods in the previous two years.

6 months to
30 Dec 2025
Same period 2024 Same period 2023
Rank 607 655 661
Rank change year-on-year +48 +6 +323
Permanent jobs citing Time Series Analysis 2 20 6
As % of all permanent jobs in England 0.004% 0.040% 0.013%
As % of the Processes & Methodologies category 0.005% 0.045% 0.014%
Number of salaries quoted 1 11 6
10th Percentile - - £33,183
25th Percentile - £89,750 £34,887
Median annual salary (50th Percentile) £100,000 £155,000 £40,000
Median % change year-on-year -35.48% +287.50% -23.81%
75th Percentile - £164,375 -
90th Percentile - £177,500 £40,617
UK median annual salary £100,000 £123,250 £40,000
% change year-on-year -18.86% +208.13% -21.95%

All Process & Methodology Skills
England

Time Series Analysis falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in England.

Permanent vacancies with a requirement for process or methodology skills 42,885 44,702 41,515
As % of all permanent jobs advertised in England 82.30% 90.14% 91.29%
Number of salaries quoted 25,602 22,418 32,186
10th Percentile £28,500 £35,000 £32,500
25th Percentile £37,500 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £76,250 £81,250 £80,000
90th Percentile £96,250 £100,000 £100,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Time Series Analysis
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Time Series Analysis relative to all permanent IT jobs advertised in England.

Time Series Analysis job vacancy trend in England

Time Series Analysis
Salary Trend in England

Salary distribution trend for jobs in England citing Time Series Analysis.

Salary distribution trend for jobs in England citing Time Series Analysis

Time Series Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Time Series Analysis within the England region over the 6 months to 30 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +40 1 £100,000 -35.48% 12
North West +25 1 - - 2
North of England +20 1 - - 2
Time Series Analysis
UK

Time Series Analysis
Co-Occurring Skills & Capabilities in England 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 1 (50.00%) Apache Spark
1 1 (50.00%) Jupyter
Communications & Networking
1 1 (50.00%) TCAP
Database & Business Intelligence
1 1 (50.00%) Data Mining
1 1 (50.00%) Hadoop
General
1 2 (100.00%) Finance
1 2 (100.00%) Social Skills
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Electronics
2 1 (50.00%) Manufacturing
2 1 (50.00%) Marketing
2 1 (50.00%) Public Sector
2 1 (50.00%) Telecoms
Job Titles
1 1 (50.00%) Full-Stack Engineer
1 1 (50.00%) Senior
1 1 (50.00%) Senior Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 2 (100.00%) Pandas
2 1 (50.00%) Caffe
2 1 (50.00%) NumPy
2 1 (50.00%) PyTorch
2 1 (50.00%) REST
2 1 (50.00%) scikit-learn
2 1 (50.00%) TensorFlow
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Credit Risk
1 1 (50.00%) Distributed Computing
1 1 (50.00%) Market Risk
Processes & Methodologies
1 2 (100.00%) AI
1 2 (100.00%) Data Science
1 2 (100.00%) Machine Learning
1 2 (100.00%) Mathematics
1 2 (100.00%) Model Validation
2 1 (50.00%) Analytical Modelling
2 1 (50.00%) Analytics
2 1 (50.00%) Bayesian Methods
2 1 (50.00%) Business Development
2 1 (50.00%) Computer Science
2 1 (50.00%) Data Pipeline
2 1 (50.00%) Deep Learning
2 1 (50.00%) Full-Stack Development
2 1 (50.00%) Microservices
2 1 (50.00%) Natural Language Processing
2 1 (50.00%) Programme Management
2 1 (50.00%) Regression Analysis
2 1 (50.00%) Reinforcement Learning
2 1 (50.00%) Software Engineering
2 1 (50.00%) Visual Analytics
Programming Languages
1 2 (100.00%) MATLAB
1 2 (100.00%) Python
1 2 (100.00%) R
1 2 (100.00%) SQL
2 1 (50.00%) C
2 1 (50.00%) Java
Qualifications
1 1 (50.00%) Degree
1 1 (50.00%) Master's Degree
1 1 (50.00%) MBA
1 1 (50.00%) PhD
Vendors
1 1 (50.00%) SAP