Predictive Maintenance Contract Job Trends in the Midlands

Predictive Maintenance
England > Midlands

The table below provides summary statistics and contractor rates for jobs advertised in the Midlands requiring Predictive Maintenance skills. It covers contract job vacancies from the 6 months leading up to 27 May 2026, with comparisons to the same periods in the previous two years.

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 184 115 -
Rank change year-on-year -69 - -
Contract jobs citing Predictive Maintenance 2 1 0
As % of all contract jobs in the Midlands 0.046% 0.051% -
As % of the Processes & Methodologies category 0.056% 0.057% -
Number of daily rates quoted 1 1 0
10th Percentile - - -
25th Percentile £413 £575 -
Median daily rate (50th Percentile) £425 £650 -
Median % change year-on-year -34.62% - -
75th Percentile £438 £725 -
90th Percentile - - -
England median daily rate £556 £600 -
% change year-on-year -7.29% - -

All Process & Methodology Skills
Midlands

Predictive Maintenance 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 the Midlands.

Contract vacancies with a requirement for process or methodology skills 3,584 1,744 2,233
As % of all contract IT jobs advertised in the Midlands 82.32% 88.26% 81.62%
Number of daily rates quoted 2,242 1,151 1,505
10th Percentile £302 £200 £233
25th Percentile £400 £358 £356
Median daily rate (50th Percentile) £475 £475 £475
Median % change year-on-year - - -5.00%
75th Percentile £575 £551 £600
90th Percentile £670 £645 £699
England median daily rate £514 £525 £525
% change year-on-year -2.10% - -4.55%
Number of hourly rates quoted 246 92 170
10th Percentile £14.00 £12.62 £11.06
25th Percentile £16.72 £14.59 £13.60
Median hourly rate £25.00 £18.87 £18.00
Median % change year-on-year +32.49% +4.83% -19.68%
75th Percentile £51.25 £26.51 £33.84
90th Percentile £70.29 £50.00 £55.13
England median hourly rate £45.00 £28.00 £36.50
% change year-on-year +60.71% -23.29% -2.67%

Predictive Maintenance
Job Vacancy Trend in the Midlands

Historical trend showing the proportion of contract IT job postings citing Predictive Maintenance relative to all contract IT jobs advertised in the Midlands.

Predictive Maintenance job vacancy trend in the Midlands

Predictive Maintenance
Daily Rate Trend in the Midlands

Contractor daily rate distribution trend for jobs in the Midlands citing Predictive Maintenance.

Contractor daily rate distribution trend for jobs in the Midlands citing Predictive Maintenance

Predictive Maintenance
Contract Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Predictive Maintenance within the Midlands region over the 6 months to 27 May 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
East Midlands - 2 £425 - 3
Predictive Maintenance
England

Predictive Maintenance
Co-Occurring Skills & Capabilities in the Midlands 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 1 (50.00%) Amazon S3
1 1 (50.00%) AWS
Database & Business Intelligence
1 1 (50.00%) PostgreSQL
General
1 1 (50.00%) Analytical Skills
Job Titles
1 1 (50.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (50.00%) NumPy
1 1 (50.00%) Pandas
1 1 (50.00%) PyTorch
1 1 (50.00%) scikit-learn
1 1 (50.00%) SciPy
1 1 (50.00%) TensorFlow
Miscellaneous
1 2 (100.00%) SCADA
2 1 (50.00%) Algorithms
Processes & Methodologies
1 2 (100.00%) AI
1 2 (100.00%) Analytics
1 2 (100.00%) Data Science
1 2 (100.00%) Machine Learning
1 2 (100.00%) Probabilistic Modelling
1 2 (100.00%) Signal Processing
1 2 (100.00%) Validation
2 1 (50.00%) Actionable Insight
2 1 (50.00%) CI/CD
2 1 (50.00%) Co-Creation
2 1 (50.00%) Data Analysis
2 1 (50.00%) Generative AI
2 1 (50.00%) LLM
2 1 (50.00%) MLOps
2 1 (50.00%) Retrieval-Augmented Generation
2 1 (50.00%) Software Engineering
2 1 (50.00%) Workflow
Programming Languages
1 2 (100.00%) Python
Quality Assurance & Compliance
1 1 (50.00%) Actionable Recommendations
Vendors
1 1 (50.00%) Databricks