Collaborative Filtering Job Trends

Collaborative Filtering
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Collaborative Filtering skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 639 706 -
Rank change year-on-year +67 - -
Permanent jobs citing Collaborative Filtering 3 1 0
As % of all permanent jobs in the UK 0.005% 0.002% -
As % of the Processes & Methodologies category 0.006% 0.002% -
Number of salaries quoted 0 1 0
Median annual salary (50th Percentile) - £55,000 -
UK excluding London median annual salary - - -

All Process & Methodology Skills
UK

Collaborative Filtering 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.

Permanent vacancies with a requirement for process or methodology skills 48,033 48,451 50,427
As % of all permanent jobs advertised in the UK 81.00% 90.60% 89.96%
Number of salaries quoted 28,230 23,579 38,463
10th Percentile £28,500 £35,000 £31,250
25th Percentile £37,500 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,000 £80,000 £78,479
90th Percentile £95,000 £100,000 £97,500
UK excluding London median annual salary £50,000 £55,000 £52,000
% change year-on-year -9.09% +5.77% -5.45%

Collaborative Filtering
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Collaborative Filtering relative to all permanent IT jobs advertised.

Collaborative Filtering job vacancy trend in the UK

Collaborative Filtering
Salary Trend

Salary distribution trend for jobs in the UK citing Collaborative Filtering.

Salary distribution trend for jobs in the UK citing Collaborative Filtering

Collaborative Filtering
Top 2 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Collaborative Filtering within the UK over the 6 months to 12 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +84 3 - -
London +61 3 - -

Collaborative Filtering
Co-Occurring Skills & Capabilities 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 3 (100.00%) Apache Spark
Database & Business Intelligence
1 3 (100.00%) Hadoop
Job Titles
1 3 (100.00%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 3 (100.00%) PyTorch
1 3 (100.00%) TensorFlow
Miscellaneous
1 3 (100.00%) Algorithms
1 3 (100.00%) Distributed Systems
Processes & Methodologies
1 3 (100.00%) A/B Testing
1 3 (100.00%) AI
1 3 (100.00%) Analytics
1 3 (100.00%) Computer Science
1 3 (100.00%) Deep Learning
1 3 (100.00%) Generative AI
1 3 (100.00%) Kalman Filter
1 3 (100.00%) LLM
1 3 (100.00%) Machine Learning
1 3 (100.00%) Personalization
1 3 (100.00%) Recommender Systems
1 3 (100.00%) Statistics
Programming Languages
1 3 (100.00%) Python
Qualifications
1 3 (100.00%) Degree
1 3 (100.00%) PhD