Time Series Analysis
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Time Series Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Time Series Analysis over the 6 months to 4 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 900 994 1146
Rank change year-on-year +94 +152 -259
Permanent jobs citing Time Series Analysis 11 5 67
As % of all permanent jobs advertised in the UK 0.011% 0.005% 0.043%
As % of the Processes & Methodologies category 0.013% 0.005% 0.045%
Number of salaries quoted 8 5 58
10th Percentile - £46,000 £50,750
25th Percentile £40,800 £51,250 £77,500
Median annual salary (50th Percentile) £43,200 £55,000 £80,000
Median % change year-on-year -21.45% -31.25% -15.79%
75th Percentile £45,700 £87,250 £82,500
90th Percentile £77,200 - £88,750
UK excluding London median annual salary £43,200 £48,750 £56,250
% change year-on-year -11.38% -13.33% +10.29%

All Process and Methodology Skills
UK

Time Series Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,620 99,018 149,592
As % of all permanent jobs advertised in the UK 85.90% 95.62% 95.60%
Number of salaries quoted 59,724 58,165 83,321
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +9.09%
75th Percentile £72,500 £81,500 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Time Series Analysis
Job Vacancy Trend

Job postings citing Time Series Analysis as a proportion of all IT jobs advertised.

Job vacancy trend for Time Series Analysis in the UK

Time Series Analysis
Salary Trend

3-month moving average salary quoted in jobs citing Time Series Analysis.

Salary trend for Time Series Analysis in the UK

Time Series Analysis
Salary Histogram

Salary distribution for jobs citing Time Series Analysis over the 6 months to 4 May 2024.

Salary histogram for Time Series Analysis in the UK

Time Series Analysis
Top 8 Job Locations

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 UK over the 6 months to 4 May 2024. 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
England +94 9 £43,200 -21.45% 6
Work from Home +84 7 £43,200 -19.63% 11
London +123 6 £43,200 -50.06% 3
UK excluding London -6 5 £43,200 -11.38% 3
North of England +36 2 £43,200 -17.71% 1
Scotland - 2 £43,200 -
North East - 2 £43,200 -
South East +16 1 £46,000 +2.22% 2

Time Series Analysis
Co-occurring Skills and Capabilities 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 6 (54.55%) SAS
2 2 (18.18%) Apache
2 2 (18.18%) Apache Spark
Applications
1 1 (9.09%) Microsoft PowerPoint
Cloud Services
1 1 (9.09%) Power Platform
Database & Business Intelligence
1 2 (18.18%) Hadoop
2 1 (9.09%) Power BI
2 1 (9.09%) Tableau
2 1 (9.09%) Text Mining
2 1 (9.09%) Tick Data
Development Applications
1 2 (18.18%) Git
General
1 10 (90.91%) Social Skills
2 9 (81.82%) Finance
3 6 (54.55%) Retail
4 1 (9.09%) Front Office
Job Titles
1 6 (54.55%) Data Scientist
2 4 (36.36%) Developer
2 4 (36.36%) Quantitative Developer
3 2 (18.18%) Java Developer
3 2 (18.18%) Java Quantitative Developer
4 1 (9.09%) Analyst
4 1 (9.09%) C++ Developer
4 1 (9.09%) C++ Quantitative Developer
4 1 (9.09%) Data Analyst
4 1 (9.09%) Linux Developer
4 1 (9.09%) Trainer
Libraries, Frameworks & Software Standards
1 2 (18.18%) Apache Commons
2 1 (9.09%) .NET
2 1 (9.09%) FIX Protocol
Miscellaneous
1 6 (54.55%) Credit Risk
2 3 (27.27%) Distributed Computing
3 2 (18.18%) Algorithms
3 2 (18.18%) Foreign Exchange (FX)
4 1 (9.09%) Greenfield Project
4 1 (9.09%) Hedge funds
Operating Systems
1 1 (9.09%) Linux
Processes & Methodologies
1 6 (54.55%) Continuous Improvement
1 6 (54.55%) Credit Risk Modelling
1 6 (54.55%) Data Science
1 6 (54.55%) Performance Monitoring
1 6 (54.55%) Regulatory Compliance
1 6 (54.55%) Stress Testing
1 6 (54.55%) Validation
2 3 (27.27%) Computer Science
2 3 (27.27%) Mathematics
2 3 (27.27%) Quantitative Research
3 2 (18.18%) High-Frequency Trading
3 2 (18.18%) Low Latency
3 2 (18.18%) Physics
3 2 (18.18%) Probability Theory
3 2 (18.18%) Quantitative Analysis
3 2 (18.18%) Quantitative Finance
3 2 (18.18%) Risk Management
3 2 (18.18%) Stochastic Calculus
3 2 (18.18%) Technology Strategy
4 1 (9.09%) Business Case
Programming Languages
1 6 (54.55%) R
2 5 (45.45%) Python
3 4 (36.36%) C++
4 2 (18.18%) Java
5 1 (9.09%) C#
5 1 (9.09%) MATLAB
5 1 (9.09%) SQL
Qualifications
1 4 (36.36%) Degree
2 3 (27.27%) Master's Degree
2 3 (27.27%) PhD
3 2 (18.18%) Computer Science Degree
4 1 (9.09%) DBS Check
Quality Assurance & Compliance
1 6 (54.55%) IFRS
1 6 (54.55%) IFRS 9
System Software
1 1 (9.09%) Docker
Systems Management
1 1 (9.09%) Kubernetes