TFX Contract Job Trends in the North of England

TensorFlow Extended (TFX)
England > North of England

The table below provides summary statistics and contractor rates for jobs advertised in the North of England requiring TFX skills. It covers contract job vacancies from the 6 months leading up to 24 August 2026, with comparisons to the same periods in the previous two years.

6 months to
24 Aug 2026
Same period 2025 Same period 2024
Rank 250 - -
Rank change year-on-year - - -
Contract jobs citing TFX 2 0 0
As % of all contract jobs in the North of England 0.027% - -
As % of the Libraries, Frameworks & Software Standards category 0.12% - -
Number of daily rates quoted 1 0 0
Median daily rate (50th Percentile) £550 - -
England median daily rate £550 - -

All Software Libraries and Frameworks
North of England

TFX falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in the North of England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,609 925 869
As % of all contract IT jobs advertised in the North of England 21.38% 22.98% 20.64%
Number of daily rates quoted 1,022 663 593
10th Percentile £368 £345 £351
25th Percentile £417 £389 £416
Median daily rate (50th Percentile) £500 £475 £501
Median % change year-on-year +5.26% -5.09% -4.67%
75th Percentile £594 £545 £600
90th Percentile £675 £625 £725
England median daily rate £530 £520 £550
% change year-on-year +1.92% -5.45% -1.79%
Number of hourly rates quoted 80 6 14
10th Percentile £46.75 £28.00 £14.28
25th Percentile £62.50 £31.50 £38.55
Median hourly rate £70.00 £53.00 £46.18
Median % change year-on-year +32.08% +14.77% -
75th Percentile £73.00 £84.06 £63.75
90th Percentile £77.05 £93.65 £70.68
England median hourly rate £65.00 £54.94 £61.80
% change year-on-year +18.32% -11.10% -4.92%

TFX
Contract Job Locations in the North of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TFX within the North of England region over the 6 months to 24 August 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
Yorkshire - 2 £550 -
TFX
England

TFX
Co-Occurring Skills & Capabilities in the North of England 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 2 (100.00%) Vertex AI
2 1 (50.00%) GCP
Development Applications
1 2 (100.00%) Pylint
General
1 1 (50.00%) Retail
1 1 (50.00%) Social Skills
Job Titles
1 2 (100.00%) Lead
2 1 (50.00%) Machine Learning Engineer
Miscellaneous
1 1 (50.00%) Onboarding
Processes & Methodologies
1 2 (100.00%) A/B Testing
1 2 (100.00%) AI
1 2 (100.00%) CI/CD
1 2 (100.00%) Code Coverage
1 2 (100.00%) Data Science
1 2 (100.00%) DevOps
1 2 (100.00%) DevSecOps
1 2 (100.00%) Machine Learning
2 1 (50.00%) Code Quality
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Decision-Making
2 1 (50.00%) Deployment Automation
2 1 (50.00%) Feature Engineering
2 1 (50.00%) MLOps
2 1 (50.00%) Model Validation
2 1 (50.00%) Stakeholder Management
2 1 (50.00%) Static Code Analysis
2 1 (50.00%) Test Automation
2 1 (50.00%) Unit Testing
2 1 (50.00%) Validation
Programming Languages
1 2 (100.00%) Python
Systems Management
1 2 (100.00%) Kubeflow
Vendors
1 1 (50.00%) Google