Anomaly Detection Contract Job Trends in Manchester

Anomaly Detection (including Outlier Detection)
North West > Manchester

The table below provides summary statistics and contractor rates for jobs advertised in Manchester requiring Anomaly Detection skills. It covers contract job vacancies from the 6 months leading up to 30 March 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Mar 2026
Same period 2025 Same period 2024
Rank 102 - -
Rank change year-on-year - - -
Contract jobs citing Anomaly Detection 3 0 0
As % of all contract jobs in Manchester 0.19% - -
As % of the Processes & Methodologies category 0.22% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £563 - -
Median daily rate (50th Percentile) £575 - -
75th Percentile £588 - -
90th Percentile - - -
North West median daily rate £575 £516 -
% change year-on-year +11.54% - -

All Process & Methodology Skills
Manchester

Anomaly Detection 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 Manchester.

Contract vacancies with a requirement for process or methodology skills 1,338 880 1,373
As % of all contract IT jobs advertised in Manchester 84.95% 91.19% 87.29%
Number of daily rates quoted 867 613 955
10th Percentile £309 £311 £313
25th Percentile £381 £400 £406
Median daily rate (50th Percentile) £455 £458 £500
Median % change year-on-year -0.55% -8.50% -
75th Percentile £572 £575 £585
90th Percentile £638 £675 £688
North West median daily rate £455 £475 £500
% change year-on-year -4.21% -5.00% -
Number of hourly rates quoted 95 35 74
10th Percentile £19.75 £15.97 £12.43
25th Percentile £24.00 £24.25 £13.50
Median hourly rate £55.00 £32.50 £26.00
Median % change year-on-year +69.23% +25.00% -30.67%
75th Percentile £75.00 £60.00 £57.50
90th Percentile £89.00 £74.50 £72.31
North West median hourly rate £45.46 £31.64 £23.56
% change year-on-year +43.68% +34.32% -36.85%

Anomaly Detection
Job Vacancy Trend in Manchester

Historical trend showing the proportion of contract IT job postings citing Anomaly Detection relative to all contract IT jobs advertised in Manchester.

Anomaly Detection job vacancy trend in Manchester

Anomaly Detection
Daily Rate Trend in Manchester

Contractor daily rate distribution trend for jobs in Manchester citing Anomaly Detection.

Contractor daily rate distribution trend for jobs in Manchester citing Anomaly Detection

Anomaly Detection
Co-Occurring Skills & Capabilities in Manchester 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 2 (66.67%) Confluence
Cloud Services
1 2 (66.67%) Copilot Studio
1 2 (66.67%) Microsoft Copilot
1 2 (66.67%) Power Automate
1 2 (66.67%) Power Platform
2 1 (33.33%) Amazon Neptune
Database & Business Intelligence
1 2 (66.67%) Data Warehouse
1 2 (66.67%) Power BI
1 2 (66.67%) Power Query
1 2 (66.67%) SQL Server
2 1 (33.33%) ArangoDB
2 1 (33.33%) Neo4j
2 1 (33.33%) Stardog
2 1 (33.33%) TigerGraph
Development Applications
1 2 (66.67%) JIRA
General
1 2 (66.67%) Analytical Skills
1 2 (66.67%) Social Skills
Job Titles
1 2 (66.67%) Developer
1 2 (66.67%) Power BI Developer
2 1 (33.33%) Business Intelligence Developer
2 1 (33.33%) Knowledge Engineer
2 1 (33.33%) Lead
Libraries, Frameworks & Software Standards
1 1 (33.33%) Hugging Face
1 1 (33.33%) NetworkX
1 1 (33.33%) NLTK
1 1 (33.33%) NumPy
1 1 (33.33%) Pandas
1 1 (33.33%) PyTorch
1 1 (33.33%) scikit-learn
1 1 (33.33%) SpaCy
1 1 (33.33%) TensorFlow
Miscellaneous
1 2 (66.67%) AI Agents
1 2 (66.67%) Data Structures
2 1 (33.33%) W3C
Processes & Methodologies
1 3 (100.00%) AI
1 3 (100.00%) ETL
2 2 (66.67%) Business Intelligence
2 2 (66.67%) CI/CD
2 2 (66.67%) Dashboard Development
2 2 (66.67%) Data Integration
2 2 (66.67%) Data Lineage
2 2 (66.67%) Data Modelling
2 2 (66.67%) Data Transformation
2 2 (66.67%) Dimensional Modelling
2 2 (66.67%) Generative AI
2 2 (66.67%) Performance Optimisation
2 2 (66.67%) Problem-Solving
2 2 (66.67%) Stakeholder Engagement
2 2 (66.67%) Translating Business Requirements
2 2 (66.67%) Workflow
3 1 (33.33%) Data Pipeline
3 1 (33.33%) Graph Visualisation
3 1 (33.33%) Model Validation
3 1 (33.33%) Natural Language Understanding
Programming Languages
1 2 (66.67%) Data Analysis Expressions
1 2 (66.67%) SQL
2 1 (33.33%) Python
2 1 (33.33%) SHACL
2 1 (33.33%) SPARQL
Quality Assurance & Compliance
1 2 (66.67%) Data Quality
1 2 (66.67%) GRC
Vendors
1 2 (66.67%) Atlassian
1 2 (66.67%) ServiceNow