TensorFlow Contract Job Trends in England

Google TensorFlow
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring TensorFlow skills. It covers contract job vacancies from the 6 months leading up to 22 April 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Apr 2026
Same period 2025 Same period 2024
Rank 444 391 473
Rank change year-on-year -53 +82 +145
Contract jobs citing TensorFlow 143 81 72
As % of all contract jobs in England 0.36% 0.33% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.80% 1.47% 0.97%
Number of daily rates quoted 100 58 47
10th Percentile £450 £448 £420
25th Percentile £500 £510 £463
Median daily rate (50th Percentile) £593 £550 £525
Median % change year-on-year +7.73% +4.76% -4.55%
75th Percentile £716 £675 £625
90th Percentile £828 £766 £735
UK median daily rate £600 £575 £525
% change year-on-year +4.35% +9.52% -4.55%
Number of hourly rates quoted 0 0 3
10th Percentile - - £52.19
25th Percentile - - £61.22
Median hourly rate - - £77.50
75th Percentile - - £79.38
90th Percentile - - £79.75
UK median hourly rate - - £77.50
% change year-on-year - - +55.00%

All Software Libraries and Frameworks
England

TensorFlow 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 England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 7,927 5,503 7,443
As % of all contract IT jobs advertised in England 20.00% 22.43% 20.10%
Number of daily rates quoted 5,296 3,813 5,297
10th Percentile £360 £367 £350
25th Percentile £420 £425 £430
Median daily rate (50th Percentile) £525 £530 £550
Median % change year-on-year -0.94% -3.64% -3.34%
75th Percentile £625 £663 £675
90th Percentile £738 £800 £775
UK median daily rate £515 £525 £525
% change year-on-year -1.90% - -4.55%
Number of hourly rates quoted 248 93 190
10th Percentile £32.50 £29.31 £20.82
25th Percentile £52.50 £52.50 £39.92
Median hourly rate £65.00 £65.00 £46.18
Median % change year-on-year - +40.75% -28.95%
75th Percentile £70.00 £68.75 £65.00
90th Percentile £77.88 £82.79 £75.00
UK median hourly rate £65.00 £65.00 £46.18
% change year-on-year - +40.75% -28.95%

TensorFlow
Job Vacancy Trend in England

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

TensorFlow job vacancy trend in England

TensorFlow
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing TensorFlow.

Contractor daily rate distribution trend for jobs in England citing TensorFlow

TensorFlow
Daily Rate Histogram in England

Daily rate distribution for jobs citing TensorFlow in England over the 6 months to 22 April 2026.

Daily rate histogram for TensorFlow in England

TensorFlow
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing TensorFlow.

Contractor hourly rate distribution trend for jobs in England citing TensorFlow

TensorFlow
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TensorFlow within the England region over the 6 months to 22 April 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
London +4 95 £600 +14.29% 71
South East -45 12 £563 +23.97% 27
North of England -68 11 £575 +17.83% 5
East of England -38 9 £625 -3.85% 19
Midlands - 7 £513 - 4
Yorkshire -50 6 £475 - 1
West Midlands - 4 £538 - 3
East Midlands - 3 £385 - 1
North East - 3 £593 - 1
South West -37 2 £625 -24.24% 14
North West -50 2 £575 +17.83% 3
TensorFlow
UK

TensorFlow
Co-Occurring Skills & Capabilities in 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:

Application Platforms
1 17 (11.89%) Apache Spark
2 9 (6.29%) Appian
3 7 (4.90%) Apache Airflow
4 2 (1.40%) Apache
5 1 (0.70%) Jupyter
5 1 (0.70%) Luigi
Applications
1 2 (1.40%) Chatbot
Cloud Services
1 91 (63.64%) Azure
2 58 (40.56%) AWS
3 53 (37.06%) GCP
4 22 (15.38%) Azure AI
5 20 (13.99%) Azure Machine Learning
6 19 (13.29%) GitHub
7 16 (11.19%) Azure Data Factory
8 15 (10.49%) Power Platform
9 13 (9.09%) Vertex AI
10 12 (8.39%) Anthropic Claude
10 12 (8.39%) Azure DevOps
11 11 (7.69%) Azure AKS
11 11 (7.69%) Azure Key Vault
12 10 (6.99%) Azure Cognitive Services
13 9 (6.29%) Azure Monitor
13 9 (6.29%) GitHub Actions
13 9 (6.29%) Google Gemini
14 8 (5.59%) Azure Event Grid
14 8 (5.59%) Azure Service Bus
14 8 (5.59%) Power Automate
Communications & Networking
1 5 (3.50%) Network Security
2 2 (1.40%) Internet
3 1 (0.70%) InfiniBand
Database & Business Intelligence
1 20 (13.99%) NoSQL
2 14 (9.79%) Big Data
2 14 (9.79%) Pinecone
2 14 (9.79%) Power BI
3 8 (5.59%) BigQuery
3 8 (5.59%) PostgreSQL
3 8 (5.59%) SQL Server
4 7 (4.90%) Data Lake
4 7 (4.90%) Tableau
5 6 (4.20%) Amazon Redshift
5 6 (4.20%) Hadoop
6 5 (3.50%) Data Warehouse
6 5 (3.50%) Weaviate
7 4 (2.80%) Azure SQL Database
7 4 (2.80%) MongoDB
7 4 (2.80%) Neo4j
8 3 (2.10%) DB2
8 3 (2.10%) Delta Lake
8 3 (2.10%) MySQL
9 2 (1.40%) Parquet
Development Applications
1 21 (14.69%) MLflow
2 9 (6.29%) Git
3 3 (2.10%) SonarQube
4 2 (1.40%) Jenkins
4 2 (1.40%) JIRA
4 2 (1.40%) PyCharm
5 1 (0.70%) Ant
5 1 (0.70%) Bitbucket
5 1 (0.70%) Claude Code
5 1 (0.70%) JUnit
5 1 (0.70%) Maven
5 1 (0.70%) REST Assured
5 1 (0.70%) SoapUI
General
1 56 (39.16%) Social Skills
2 37 (25.87%) Finance
3 25 (17.48%) Analytical Skills
4 14 (9.79%) Public Sector
5 11 (7.69%) Banking
6 7 (4.90%) Documentation Skills
6 7 (4.90%) Presentation Skills
7 6 (4.20%) Aviation
8 5 (3.50%) Investment Banking
9 4 (2.80%) Pharmaceutical
10 3 (2.10%) Inclusion and Diversity
10 3 (2.10%) Retail
11 2 (1.40%) Back Office
11 2 (1.40%) Influencing Skills
11 2 (1.40%) Marketing
12 1 (0.70%) Automotive
12 1 (0.70%) Financial Institution
12 1 (0.70%) Front Office
12 1 (0.70%) Legal
12 1 (0.70%) Manufacturing
Job Titles
1 42 (29.37%) Artificial Intelligence Engineer
2 39 (27.27%) Data Scientist
3 14 (9.79%) Developer
4 12 (8.39%) Architect
4 12 (8.39%) Artificial Intelligence Architect
4 12 (8.39%) Machine Learning Engineer
4 12 (8.39%) Senior
5 9 (6.29%) Data Engineer
6 8 (5.59%) Automation Engineer
7 7 (4.90%) Python Engineer
8 6 (4.20%) Artificial Intelligence Developer
9 5 (3.50%) Azure Developer
10 4 (2.80%) Evangelist
10 4 (2.80%) Senior Architect
11 3 (2.10%) Backend Developer
11 3 (2.10%) Consultant
11 3 (2.10%) Python Developer
11 3 (2.10%) Senior Technical Architect
11 3 (2.10%) Software Engineer
11 3 (2.10%) Technical Architect
Libraries, Frameworks & Software Standards
1 136 (95.10%) PyTorch
2 77 (53.85%) scikit-learn
3 37 (25.87%) Pandas
4 36 (25.17%) Hugging Face
5 32 (22.38%) NumPy
6 23 (16.08%) LangChain
7 17 (11.89%) REST
8 15 (10.49%) Keras
9 14 (9.79%) Model Context Protocol
10 13 (9.09%) Node.js
11 12 (8.39%) Faiss
12 11 (7.69%) React
13 10 (6.99%) AngularJS
13 10 (6.99%) LangGraph
14 9 (6.29%) .NET
14 9 (6.29%) Django
14 9 (6.29%) FastAPI
14 9 (6.29%) Flask
14 9 (6.29%) RESTful
14 9 (6.29%) Web Services
Miscellaneous
1 30 (20.98%) Algorithms
2 20 (13.99%) AI Agents
3 9 (6.29%) Cloud Native
4 8 (5.59%) Legacy Systems
4 8 (5.59%) Low-Code
5 5 (3.50%) Public Cloud
6 4 (2.80%) Analytical Mindset
7 3 (2.10%) Blog
7 3 (2.10%) Clustering
7 3 (2.10%) Distributed Computing
7 3 (2.10%) Distributed Systems
7 3 (2.10%) Onboarding
8 2 (1.40%) CUDA
8 2 (1.40%) Derivative
8 2 (1.40%) Online Banking
8 2 (1.40%) Product Ownership
8 2 (1.40%) Web Conferencing
9 1 (0.70%) Autonomous Agent
9 1 (0.70%) Synthetic Data
9 1 (0.70%) Virtual Reality
Operating Systems
1 6 (4.20%) Windows
2 4 (2.80%) Linux
3 3 (2.10%) Android
3 3 (2.10%) Apple iOS
Processes & Methodologies
1 140 (97.90%) Machine Learning
2 117 (81.82%) AI
3 75 (52.45%) Data Science
4 63 (44.06%) MLOps
5 60 (41.96%) Analytics
6 59 (41.26%) Generative AI
7 58 (40.56%) LLM
8 57 (39.86%) CI/CD
9 51 (35.66%) Data Pipeline
10 47 (32.87%) Feature Engineering
11 41 (28.67%) Natural Language Processing
11 41 (28.67%) Retrieval-Augmented Generation
12 35 (24.48%) Containerisation
13 32 (22.38%) Data Engineering
13 32 (22.38%) Deep Learning
13 32 (22.38%) Prompt Engineering
14 31 (21.68%) DevOps
15 26 (18.18%) Validation
16 25 (17.48%) Problem-Solving
17 23 (16.08%) Agile
Programming Languages
1 131 (91.61%) Python
2 51 (35.66%) SQL
3 15 (10.49%) C#
3 15 (10.49%) Java
4 13 (9.09%) R
5 8 (5.59%) JavaScript
6 7 (4.90%) Bicep
6 7 (4.90%) C++
7 4 (2.80%) TypeScript
8 2 (1.40%) Ada
8 2 (1.40%) Go
9 1 (0.70%) C
9 1 (0.70%) Scala
9 1 (0.70%) SHACL
9 1 (0.70%) Shell Script
9 1 (0.70%) SPARQL
Qualifications
1 24 (16.78%) Degree
2 17 (11.89%) Security Cleared
3 11 (7.69%) Master's Degree
4 9 (6.29%) PhD
4 9 (6.29%) SC Cleared
5 7 (4.90%) Computer Science Degree
6 6 (4.20%) Microsoft Certified Professional
7 3 (2.10%) Azure Certification
7 3 (2.10%) BPSS Clearance
8 1 (0.70%) CESG Certified Professional
8 1 (0.70%) CISM
8 1 (0.70%) CISSP
8 1 (0.70%) DV Cleared
8 1 (0.70%) Numerate Degree
8 1 (0.70%) OSCP
Quality Assurance & Compliance
1 13 (9.09%) Data Quality
2 4 (2.80%) QA
3 3 (2.10%) GDPR
3 3 (2.10%) NIST
4 2 (1.40%) Actionable Recommendations
4 2 (1.40%) PCI DSS
5 1 (0.70%) Def Stans
5 1 (0.70%) EU AI Act
5 1 (0.70%) ISO/IEC 42001
5 1 (0.70%) JSP 440
5 1 (0.70%) NCSC
5 1 (0.70%) NIST 800
System Software
1 52 (36.36%) Docker
2 6 (4.20%) Active Directory
3 2 (1.40%) HDFS
3 2 (1.40%) Virtual Machines
4 1 (0.70%) GPFS
4 1 (0.70%) Lustre
4 1 (0.70%) Slurm Workload Manager
Systems Management
1 52 (36.36%) Kubernetes
2 11 (7.69%) Terraform
3 6 (4.20%) Kubeflow
4 3 (2.10%) Prometheus
5 2 (1.40%) Ansible
6 1 (0.70%) HP Fortify
6 1 (0.70%) Istio
6 1 (0.70%) SELinux
Vendors
1 35 (24.48%) OpenAI
2 28 (19.58%) Databricks
3 25 (17.48%) Google
4 19 (13.29%) Microsoft
5 10 (6.99%) Foundry
5 10 (6.99%) UiPath
6 8 (5.59%) Automation Anywhere
7 5 (3.50%) Dynatrace
7 5 (3.50%) NVIDIA
8 2 (1.40%) IBM
8 2 (1.40%) Siemens
9 1 (0.70%) Splunk