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 21 June 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Jun 2026
Same period 2025 Same period 2024
Rank 486 421 473
Rank change year-on-year -65 +52 +92
Contract jobs citing TensorFlow 112 74 72
As % of all contract jobs in England 0.26% 0.30% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.36% 1.31% 0.91%
Number of daily rates quoted 80 50 45
10th Percentile £463 £450 £425
25th Percentile £522 £513 £481
Median daily rate (50th Percentile) £600 £575 £550
Median % change year-on-year +4.35% +4.55% -
75th Percentile £725 £675 £650
90th Percentile £825 £803 £760
UK median daily rate £600 £575 £560
% change year-on-year +4.35% +2.68% +1.82%
Number of hourly rates quoted 0 0 4
10th Percentile - - -
25th Percentile - - £46.18
Median hourly rate - - £61.84
75th Percentile - - £79.06
90th Percentile - - £79.63
UK median hourly rate - - £61.84
% change year-on-year - - +33.91%

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 8,256 5,641 7,908
As % of all contract IT jobs advertised in England 19.09% 22.62% 20.95%
Number of daily rates quoted 5,443 3,911 5,522
10th Percentile £363 £358 £350
25th Percentile £425 £413 £431
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £638 £650 £675
90th Percentile £738 £788 £800
UK median daily rate £525 £513 £538
% change year-on-year +2.44% -4.65% -2.27%
Number of hourly rates quoted 263 113 264
10th Percentile £30.61 £32.50 £23.07
25th Percentile £51.88 £50.00 £43.00
Median hourly rate £65.00 £62.50 £55.00
Median % change year-on-year +4.00% +13.64% -15.38%
75th Percentile £74.26 £68.00 £70.00
90th Percentile £81.25 £81.01 £74.48
UK median hourly rate £65.00 £57.50 £53.75
% change year-on-year +13.04% +6.98% -17.31%

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 21 June 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 21 June 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 -41 72 £625 +8.70% 41
South East -57 11 £588 +41.14% 11
North of England -72 8 £575 +13.30% 4
South West -25 6 £575 -19.30% 2
Midlands - 6 £513 - 3
East of England -35 4 £625 -3.85% 6
Yorkshire -52 4 £475 -
West Midlands - 4 £538 - 3
North East - 3 £593 - 1
East Midlands - 2 £425 -
North West -47 1 £575 +13.30% 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 12 (10.71%) Apache Spark
2 7 (6.25%) Appian
3 4 (3.57%) Apache Airflow
4 1 (0.89%) Apache
4 1 (0.89%) Jupyter
4 1 (0.89%) Luigi
Applications
1 2 (1.79%) Chatbot
Cloud Services
1 66 (58.93%) Azure
2 54 (48.21%) AWS
3 46 (41.07%) GCP
4 12 (10.71%) Vertex AI
5 11 (9.82%) Azure AI
6 9 (8.04%) Anthropic Claude
6 9 (8.04%) Azure Data Factory
6 9 (8.04%) Google Gemini
7 8 (7.14%) Power Platform
8 7 (6.25%) Power Automate
9 6 (5.36%) Amazon SageMaker
9 6 (5.36%) Azure Machine Learning
9 6 (5.36%) GitHub
10 5 (4.46%) Azure DevOps
11 4 (3.57%) GitHub Copilot
12 3 (2.68%) Copilot Studio
12 3 (2.68%) LangSmith
12 3 (2.68%) Microsoft Copilot
13 2 (1.79%) Amazon Bedrock
13 2 (1.79%) ChatGPT
Database & Business Intelligence
1 15 (13.39%) NoSQL
2 12 (10.71%) Pinecone
3 8 (7.14%) Big Data
4 7 (6.25%) Power BI
4 7 (6.25%) SQL Server
5 6 (5.36%) BigQuery
5 6 (5.36%) PostgreSQL
6 5 (4.46%) Hadoop
6 5 (4.46%) Weaviate
7 4 (3.57%) Data Lake
7 4 (3.57%) MongoDB
7 4 (3.57%) Tableau
8 3 (2.68%) Db2
8 3 (2.68%) Redis
9 2 (1.79%) Amazon Redshift
9 2 (1.79%) Azure SQL Database
9 2 (1.79%) Data Warehouse
9 2 (1.79%) Neo4j
9 2 (1.79%) Parquet
10 1 (0.89%) ArangoDB
Development Applications
1 20 (17.86%) MLflow
2 9 (8.04%) Git
3 5 (4.46%) GitLab
4 2 (1.79%) Jenkins
5 1 (0.89%) Ant
5 1 (0.89%) JUnit
5 1 (0.89%) Maven
5 1 (0.89%) REST Assured
5 1 (0.89%) SoapUI
5 1 (0.89%) Visual Studio
General
1 39 (34.82%) Social Skills
2 26 (23.21%) Finance
3 24 (21.43%) Analytical Skills
4 9 (8.04%) Presentation Skills
4 9 (8.04%) Public Sector
5 7 (6.25%) Aviation
6 4 (3.57%) Banking
6 4 (3.57%) Inclusion and Diversity
7 3 (2.68%) Documentation Skills
7 3 (2.68%) Pharmaceutical
7 3 (2.68%) Retail
8 2 (1.79%) Back Office
8 2 (1.79%) Influencing Skills
8 2 (1.79%) Law
8 2 (1.79%) Marketing
8 2 (1.79%) Military
9 1 (0.89%) Corporate Banking
9 1 (0.89%) Investment Banking
9 1 (0.89%) Legal
9 1 (0.89%) Retail Banking
Job Titles
1 35 (31.25%) Data Scientist
2 27 (24.11%) Artificial Intelligence Engineer
3 9 (8.04%) Machine Learning Engineer
4 7 (6.25%) Architect
4 7 (6.25%) Artificial Intelligence Architect
4 7 (6.25%) Automation Engineer
4 7 (6.25%) Developer
4 7 (6.25%) Senior
5 6 (5.36%) Data Engineer
5 6 (5.36%) Lead
6 5 (4.46%) Python Engineer
7 3 (2.68%) Artificial Intelligence Consultant
7 3 (2.68%) Consultant
7 3 (2.68%) Machine Learning Developer
7 3 (2.68%) Software Engineer
8 2 (1.79%) Integration Architect
8 2 (1.79%) Java Developer
8 2 (1.79%) Python Software Engineer
8 2 (1.79%) Senior Developer
8 2 (1.79%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 109 (97.32%) PyTorch
2 55 (49.11%) scikit-learn
3 31 (27.68%) Hugging Face
4 25 (22.32%) Pandas
5 24 (21.43%) NumPy
6 17 (15.18%) LangChain
7 12 (10.71%) REST
8 11 (9.82%) Keras
9 9 (8.04%) Faiss
9 9 (8.04%) RESTful
10 8 (7.14%) Django
10 8 (7.14%) FastAPI
10 8 (7.14%) Flask
10 8 (7.14%) Web Services
11 7 (6.25%) JWT
11 7 (6.25%) OAuth
11 7 (6.25%) OpenAPI
11 7 (6.25%) pytest
11 7 (6.25%) Swagger
12 6 (5.36%) JAX
Miscellaneous
1 23 (20.54%) Algorithms
2 8 (7.14%) Legacy Systems
3 7 (6.25%) AI Agents
3 7 (6.25%) Cloud Native
3 7 (6.25%) Low-Code
4 4 (3.57%) Distributed Computing
4 4 (3.57%) Distributed Systems
4 4 (3.57%) Public Cloud
5 2 (1.79%) Data Structures
5 2 (1.79%) Distributed Applications
5 2 (1.79%) Enterprise Software
5 2 (1.79%) Onboarding
5 2 (1.79%) Product Ownership
5 2 (1.79%) SCADA
6 1 (0.89%) Augmented Reality
6 1 (0.89%) Data Protection Act
6 1 (0.89%) Fixed Income
6 1 (0.89%) Video\Live Streaming
6 1 (0.89%) Virtual Reality
6 1 (0.89%) W3C
Operating Systems
1 5 (4.46%) Linux
1 5 (4.46%) Windows
2 3 (2.68%) Android
2 3 (2.68%) Apple iOS
Processes & Methodologies
1 109 (97.32%) Machine Learning
2 89 (79.46%) AI
3 59 (52.68%) Data Science
4 53 (47.32%) MLOps
5 51 (45.54%) Generative AI
6 49 (43.75%) CI/CD
7 43 (38.39%) LLM
8 42 (37.50%) Data Pipeline
9 41 (36.61%) Analytics
10 40 (35.71%) Feature Engineering
11 27 (24.11%) Natural Language Processing
12 26 (23.21%) Containerisation
12 26 (23.21%) Retrieval-Augmented Generation
13 22 (19.64%) Data Engineering
14 21 (18.75%) Prompt Engineering
14 21 (18.75%) Software Engineering
15 20 (17.86%) Validation
16 17 (15.18%) ETL
16 17 (15.18%) Problem-Solving
16 17 (15.18%) Statistics
Programming Languages
1 101 (90.18%) Python
2 33 (29.46%) SQL
3 11 (9.82%) Java
4 10 (8.93%) R
5 3 (2.68%) C#
6 2 (1.79%) C++
7 1 (0.89%) C
7 1 (0.89%) SHACL
7 1 (0.89%) Shell Script
7 1 (0.89%) SPARQL
7 1 (0.89%) TypeScript
Qualifications
1 17 (15.18%) Security Cleared
2 12 (10.71%) Degree
3 9 (8.04%) SC Cleared
4 6 (5.36%) PhD
5 5 (4.46%) Master's Degree
6 2 (1.79%) Azure Certification
6 2 (1.79%) BPSS Clearance
6 2 (1.79%) Computer Science Degree
6 2 (1.79%) Microsoft Certified Professional
7 1 (0.89%) Numerate Degree
Quality Assurance & Compliance
1 11 (9.82%) Data Quality
2 3 (2.68%) Actionable Recommendations
3 1 (0.89%) GDPR
3 1 (0.89%) ISO/IEC 42001
3 1 (0.89%) NIST
3 1 (0.89%) QA
System Software
1 43 (38.39%) Docker
2 2 (1.79%) Apache ZooKeeper
2 2 (1.79%) Slurm Workload Manager
2 2 (1.79%) Virtual Machines
Systems Management
1 44 (39.29%) Kubernetes
2 4 (3.57%) Kubeflow
3 3 (2.68%) Prometheus
4 2 (1.79%) Terraform
5 1 (0.89%) HP Fortify
5 1 (0.89%) Istio
Vendors
1 22 (19.64%) OpenAI
2 13 (11.61%) Google
3 9 (8.04%) UiPath
4 8 (7.14%) Databricks
5 7 (6.25%) Automation Anywhere
6 4 (3.57%) Foundry
7 3 (2.68%) Dynatrace
7 3 (2.68%) Microsoft
7 3 (2.68%) NVIDIA
8 2 (1.79%) IBM
8 2 (1.79%) Siemens