Regression Analysis
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Regression Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Regression Analysis over the 6 months to 19 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
19 Apr 2024
Same period 2023 Same period 2022
Rank 892 977 1165
Rank change year-on-year +85 +188 -294
Permanent jobs citing Regression Analysis 16 21 40
As % of all permanent jobs advertised in the UK 0.016% 0.020% 0.026%
As % of the Processes & Methodologies category 0.019% 0.021% 0.027%
Number of salaries quoted 12 19 38
10th Percentile - £54,500 £42,143
25th Percentile £26,500 £67,500 £50,813
Median annual salary (50th Percentile) £47,500 £75,000 £63,750
Median % change year-on-year -36.67% +17.65% -1.92%
75th Percentile £72,500 £82,500 £82,500
90th Percentile - - £85,000
UK excluding London median annual salary £70,000 £75,000 £60,000
% change year-on-year -6.67% +25.00% -7.69%

All Process and Methodology Skills
UK

Regression 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 83,814 101,905 146,218
As % of all permanent jobs advertised in the UK 86.22% 95.67% 95.49%
Number of salaries quoted 59,590 59,680 83,719
10th Percentile £29,000 £34,000 £33,250
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 £82,500 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £54,882 £52,500
% change year-on-year -8.90% +4.54% +9.38%

Regression Analysis
Job Vacancy Trend

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

Job vacancy trend for Regression Analysis in the UK

Regression Analysis
Salary Trend

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

Salary trend for Regression Analysis in the UK

Regression Analysis
Salary Histogram

Salary distribution for jobs citing Regression Analysis over the 6 months to 19 April 2024.

Salary histogram for Regression Analysis in the UK

Regression Analysis
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Regression Analysis within the UK over the 6 months to 19 April 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 +123 12 £63,750 -15.00% 5
London +144 6 £57,500 -23.33% 2
UK excluding London +21 6 £70,000 -6.67% 3
South East +5 5 £70,000 -6.67% 2
Work from Home +98 2 £37,500 -31.82% 3
South West -8 1 - - 1

Regression 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 (37.50%) Apache Spark
2 2 (12.50%) Apache Airflow
3 1 (6.25%) Apache
Applications
1 4 (25.00%) Spreadsheet
2 2 (12.50%) Stata
Cloud Services
1 6 (37.50%) AWS
1 6 (37.50%) Azure
1 6 (37.50%) Azure Machine Learning
2 4 (25.00%) GCP
2 4 (25.00%) Power Platform
3 3 (18.75%) dbt
3 3 (18.75%) SaaS
4 2 (12.50%) Azure DevOps
4 2 (12.50%) Dynamics 365
5 1 (6.25%) GitHub
Database & Business Intelligence
1 7 (43.75%) Tableau
2 6 (37.50%) Data Mining
2 6 (37.50%) Hadoop
3 4 (25.00%) Power BI
4 3 (18.75%) Looker
5 2 (12.50%) Big Data
5 2 (12.50%) BigQuery
5 2 (12.50%) Bigtable
5 2 (12.50%) MongoDB
5 2 (12.50%) Neo4j
5 2 (12.50%) NoSQL
5 2 (12.50%) PostgreSQL
5 2 (12.50%) QGIS
5 2 (12.50%) Text Mining
Development Applications
1 2 (12.50%) MLflow
1 2 (12.50%) Team Foundation Server
2 1 (6.25%) Git
General
1 13 (81.25%) Social Skills
2 5 (31.25%) Marketing
3 4 (25.00%) Presentation Skills
4 3 (18.75%) Finance
5 2 (12.50%) Organisational Skills
Job Titles
1 8 (50.00%) Analyst
1 8 (50.00%) Data Analyst
2 6 (37.50%) Senior
3 4 (25.00%) Senior Analyst
3 4 (25.00%) Senior Data Analyst
4 3 (18.75%) Lead
4 3 (18.75%) QA Leader
5 2 (12.50%) Administrator
5 2 (12.50%) Artificial Intelligence Engineer
5 2 (12.50%) Dynamics 365 Administrator
6 1 (6.25%) Analytics Manager
6 1 (6.25%) Business Analytics Manager
6 1 (6.25%) Business Manager
Libraries, Frameworks & Software Standards
1 3 (18.75%) Oracle Fusion
2 2 (12.50%) Django
2 2 (12.50%) FastAPI
2 2 (12.50%) Flask
2 2 (12.50%) Gensim
2 2 (12.50%) ggplot
2 2 (12.50%) Kafka
2 2 (12.50%) Keras
2 2 (12.50%) Matplotlib
2 2 (12.50%) NLTK
2 2 (12.50%) PyTorch
2 2 (12.50%) scikit-learn
2 2 (12.50%) SpaCy
2 2 (12.50%) TensorFlow
Miscellaneous
1 6 (37.50%) Algorithms
2 2 (12.50%) Data Centre
2 2 (12.50%) Social Network
Operating Systems
1 3 (18.75%) Windows
Processes & Methodologies
1 10 (62.50%) Computer Science
2 9 (56.25%) Analytics
2 9 (56.25%) Statistics
3 7 (43.75%) Business Intelligence
4 6 (37.50%) Data Analysis
4 6 (37.50%) Data Visualisation
4 6 (37.50%) Machine Learning
4 6 (37.50%) Statistical Analysis
4 6 (37.50%) Visualisation
5 5 (31.25%) DevOps
6 4 (25.00%) Continuous Improvement
6 4 (25.00%) Data Pipeline
6 4 (25.00%) Data Science
6 4 (25.00%) Mentoring
7 3 (18.75%) Actionable Insight
7 3 (18.75%) Decision-Making
7 3 (18.75%) Demand Management
7 3 (18.75%) Product Requirements
7 3 (18.75%) System Integration Testing
7 3 (18.75%) Test Strategy
Programming Languages
1 11 (68.75%) Python
2 9 (56.25%) SQL
3 4 (25.00%) R
4 2 (12.50%) Java
Qualifications
1 12 (75.00%) Degree
2 4 (25.00%) Numerate Degree
3 3 (18.75%) Master's Degree
4 2 (12.50%) PhD
Quality Assurance & Compliance
1 3 (18.75%) QA
Systems Management
1 2 (12.50%) Kubeflow
Vendors
1 3 (18.75%) Micro Focus
1 3 (18.75%) Oracle
1 3 (18.75%) Salesforce
2 2 (12.50%) Google