MLOps Contract Job Trends in Warwickshire

MLOps
West Midlands > Warwickshire

The table below provides summary statistics and contractor rates for jobs advertised in Warwickshire requiring MLOps skills. It covers contract job vacancies from the 6 months leading up to 9 July 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Jul 2026
Same period 2025 Same period 2024
Rank 62 - -
Rank change year-on-year - - -
Contract jobs citing MLOps 4 0 0
As % of all contract jobs in Warwickshire 0.52% - -
As % of the Processes & Methodologies category 0.63% - -
Number of daily rates quoted 3 0 0
10th Percentile £515 - -
25th Percentile £519 - -
Median daily rate (50th Percentile) £550 - -
75th Percentile £575 - -
90th Percentile - - -
West Midlands median daily rate £500 £575 £550
% change year-on-year -13.04% +4.55% -4.35%

All Process & Methodology Skills
Warwickshire

MLOps 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 Warwickshire.

Contract vacancies with a requirement for process or methodology skills 634 390 377
As % of all contract IT jobs advertised in Warwickshire 83.09% 90.28% 88.71%
Number of daily rates quoted 406 240 256
10th Percentile £350 £280 £375
25th Percentile £413 £400 £475
Median daily rate (50th Percentile) £501 £500 £580
Median % change year-on-year +0.10% -13.79% +0.87%
75th Percentile £625 £595 £675
90th Percentile £760 £671 £806
West Midlands median daily rate £483 £475 £500
% change year-on-year +1.68% -5.00% -
Number of hourly rates quoted 29 25 26
10th Percentile £12.90 £19.68 £13.09
25th Percentile £20.31 £28.18 £13.50
Median hourly rate £33.00 £40.46 £17.50
Median % change year-on-year -18.44% +131.20% -17.65%
75th Percentile £33.99 £50.00 £26.13
90th Percentile £36.18 - £33.64
West Midlands median hourly rate £33.99 £22.50 £19.00
% change year-on-year +51.07% +18.42% -24.00%

MLOps
Job Vacancy Trend in Warwickshire

Historical trend showing the proportion of contract IT job postings citing MLOps relative to all contract IT jobs advertised in Warwickshire.

MLOps job vacancy trend in Warwickshire

MLOps
Contract Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MLOps within the Warwickshire region over the 6 months to 9 July 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
Warwick - 2 £550 - 1
MLOps
West Midlands

MLOps
Co-Occurring Skills & Capabilities in Warwickshire 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 4 (100.00%) Azure
2 3 (75.00%) AWS
2 3 (75.00%) GCP
3 1 (25.00%) Azure Functions
3 1 (25.00%) Serverless
Communications & Networking
1 1 (25.00%) AMQP
1 1 (25.00%) IPsec
1 1 (25.00%) LoRaWAN
1 1 (25.00%) Modbus
1 1 (25.00%) MQTT
1 1 (25.00%) OpenVPN
1 1 (25.00%) VPN
1 1 (25.00%) X.509
Database & Business Intelligence
1 1 (25.00%) Data Lake
Development Applications
1 3 (75.00%) Git
General
1 1 (25.00%) Analytical Skills
1 1 (25.00%) Social Skills
Job Titles
1 3 (75.00%) Developer
1 3 (75.00%) Machine Learning Developer
2 1 (25.00%) Architect
2 1 (25.00%) Artificial Intelligence Architect
2 1 (25.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (75.00%) Hugging Face
1 3 (75.00%) PyTorch
1 3 (75.00%) TensorFlow
Miscellaneous
1 3 (75.00%) Algorithms
2 1 (25.00%) Cloud Native
2 1 (25.00%) Embedded Systems
2 1 (25.00%) Industrial Internet of Things
2 1 (25.00%) Industry 4.0
2 1 (25.00%) IoT
2 1 (25.00%) Operational Technology
Operating Systems
1 1 (25.00%) Linux
Processes & Methodologies
1 4 (100.00%) LLM
1 4 (100.00%) Machine Learning
2 3 (75.00%) CI/CD
2 3 (75.00%) Model Validation
2 3 (75.00%) Problem-Solving
2 3 (75.00%) Validation
3 2 (50.00%) AI
3 2 (50.00%) Feature Engineering
3 2 (50.00%) Generative AI
4 1 (25.00%) Analytics
4 1 (25.00%) Anomaly Detection
4 1 (25.00%) Cloud Security
4 1 (25.00%) Containerisation
4 1 (25.00%) Digital Twin
4 1 (25.00%) Event-Driven
4 1 (25.00%) Event-Driven Architecture
4 1 (25.00%) Roadmaps
4 1 (25.00%) Root Cause Analysis
4 1 (25.00%) Systems Engineering
4 1 (25.00%) Zero Trust
Programming Languages
1 3 (75.00%) Python
Qualifications
1 1 (25.00%) Azure Certification
System Software
1 4 (100.00%) Docker
Vendors
1 2 (50.00%) Siemens