Time Series Analysis Contract Job Trends in Scotland

Time Series Analysis
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Time Series Analysis skills. It covers contract job vacancies from the 6 months leading up to 8 January 2026, with comparisons to the same periods in the previous two years.

6 months to
8 Jan 2026
Same period 2025 Same period 2024
Rank 104 - -
Rank change year-on-year - - -
Contract jobs citing Time Series Analysis 5 0 0
As % of all contract jobs in Scotland 0.34% - -
As % of the Processes & Methodologies category 0.39% - -
Number of daily rates quoted 5 0 0
10th Percentile - - -
25th Percentile £713 - -
Median daily rate (50th Percentile) £800 - -
75th Percentile - - -
90th Percentile £830 - -
UK median daily rate £725 £763 -
% change year-on-year -4.92% - -

All Process & Methodology Skills
Scotland

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 Scotland.

Contract vacancies with a requirement for process or methodology skills 1,293 1,433 2,045
As % of all contract IT jobs advertised in Scotland 87.19% 90.01% 89.81%
Number of daily rates quoted 740 837 1,264
10th Percentile £245 £239 £260
25th Percentile £386 £363 £403
Median daily rate (50th Percentile) £465 £450 £500
Median % change year-on-year +3.33% -10.00% +5.26%
75th Percentile £568 £538 £588
90th Percentile £638 £650 £688
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 88 47 52
10th Percentile £13.71 £16.49 £14.01
25th Percentile £17.87 £20.30 £16.44
Median hourly rate £20.00 £23.59 £18.80
Median % change year-on-year -15.22% +25.51% +0.24%
75th Percentile £25.15 £24.18 £55.35
90th Percentile £56.63 £43.12 £74.88
UK median hourly rate £25.15 £32.50 £42.50
% change year-on-year -22.62% -23.53% +21.43%

Time Series Analysis
Job Vacancy Trend in Scotland

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

Time Series Analysis job vacancy trend in Scotland

Time Series Analysis
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Time Series Analysis in Scotland over the 6 months to 8 January 2026.

Daily rate histogram for Time Series Analysis in Scotland

Time Series Analysis
Contract Job Locations in Scotland

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 Scotland region over the 6 months to 8 January 2026. 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
Perthshire - 4 £763 - 1
Edinburgh - 1 £850 -
Time Series Analysis
UK

Time Series Analysis
Co-Occurring Skills & Capabilities in Scotland 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:

Cloud Services
1 5 (100.00%) Azure
1 5 (100.00%) Azure DevOps
Database & Business Intelligence
1 5 (100.00%) Tick Data
Development Applications
1 5 (100.00%) Visual Studio
General
1 4 (80.00%) Finance
Job Titles
1 5 (100.00%) Analyst
2 3 (60.00%) Qualitative Analyst
2 3 (60.00%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 5 (100.00%) .NET
Processes & Methodologies
1 5 (100.00%) Agile
1 5 (100.00%) AI
1 5 (100.00%) Automated Trading
1 5 (100.00%) Cloud Operations
1 5 (100.00%) DevOps
1 5 (100.00%) ITIL
1 5 (100.00%) Machine Learning
1 5 (100.00%) Market Making
1 5 (100.00%) Signal Processing
1 5 (100.00%) Statistical Analysis
1 5 (100.00%) Systematic Trading
1 5 (100.00%) Workflow
2 4 (80.00%) Prototyping
Programming Languages
1 5 (100.00%) C#
1 5 (100.00%) C++
1 5 (100.00%) Python
1 5 (100.00%) SQL