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 19 July 2026, with comparisons to the same periods in the previous two years.

6 months to
19 Jul 2026
Same period 2025 Same period 2024
Rank 527 414 479
Rank change year-on-year -113 +65 +56
Contract jobs citing TensorFlow 100 91 67
As % of all contract jobs in England 0.22% 0.33% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.17% 1.49% 0.87%
Number of daily rates quoted 72 63 38
10th Percentile £451 £430 £424
25th Percentile £488 £495 £493
Median daily rate (50th Percentile) £596 £550 £580
Median % change year-on-year +8.41% -5.17% +5.45%
75th Percentile £738 £675 £666
90th Percentile £825 £763 £794
UK median daily rate £584 £550 £573
% change year-on-year +6.14% -3.93% +4.09%
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 8,526 6,105 7,662
As % of all contract IT jobs advertised in England 18.93% 22.28% 21.26%
Number of daily rates quoted 5,608 4,199 5,344
10th Percentile £363 £355 £351
25th Percentile £430 £413 £438
Median daily rate (50th Percentile) £525 £521 £550
Median % change year-on-year +0.86% -5.36% -
75th Percentile £638 £650 £675
90th Percentile £738 £775 £800
UK median daily rate £525 £510 £538
% change year-on-year +2.94% -5.20% -2.18%
Number of hourly rates quoted 248 135 251
10th Percentile £30.00 £31.25 £23.80
25th Percentile £51.25 £45.63 £43.00
Median hourly rate £65.00 £60.00 £58.00
Median % change year-on-year +8.33% +3.45% -9.38%
75th Percentile £75.00 £68.00 £70.00
90th Percentile £85.00 £81.01 £74.44
UK median hourly rate £65.00 £55.00 £55.00
% change year-on-year +18.18% - -12.70%

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 19 July 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 19 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
London -62 63 £650 +15.56% 45
South East -66 10 £588 +11.90% 9
South West -32 8 £613 -14.04% 3
North of England -79 8 £475 -3.06% 2
Yorkshire -49 6 £475 -2.06%
Midlands - 6 £475 - 1
West Midlands - 4 £538 - 1
East Midlands - 2 £425 -
East of England -29 1 £475 -26.92% 10
North West -57 1 £575 +13.30% 2
North East - 1 £593 -
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 11 (11.00%) Apache Spark
2 5 (5.00%) Apache Airflow
3 4 (4.00%) Appian
4 2 (2.00%) Apache
5 1 (1.00%) Luigi
Applications
1 2 (2.00%) Chatbot
Cloud Services
1 53 (53.00%) Azure
2 50 (50.00%) AWS
3 41 (41.00%) GCP
4 11 (11.00%) Vertex AI
5 9 (9.00%) Google Gemini
6 8 (8.00%) Amazon SageMaker
7 6 (6.00%) Anthropic Claude
7 6 (6.00%) Azure Data Factory
7 6 (6.00%) Azure Machine Learning
7 6 (6.00%) GitHub
7 6 (6.00%) LangSmith
8 4 (4.00%) Amazon Bedrock
8 4 (4.00%) Azure AI
8 4 (4.00%) Azure DevOps
8 4 (4.00%) GitHub Copilot
8 4 (4.00%) Power Automate
8 4 (4.00%) Power Platform
9 3 (3.00%) Snowflake
10 2 (2.00%) Azure Monitor
10 2 (2.00%) GitHub Actions
Communications & Networking
1 1 (1.00%) Broadband
Database & Business Intelligence
1 12 (12.00%) NoSQL
2 10 (10.00%) Big Data
3 8 (8.00%) BigQuery
4 7 (7.00%) Pinecone
5 6 (6.00%) Hadoop
6 5 (5.00%) PostgreSQL
7 4 (4.00%) MongoDB
7 4 (4.00%) SQL Server
8 3 (3.00%) Data Warehouse
8 3 (3.00%) Db2
8 3 (3.00%) Power BI
8 3 (3.00%) Redis
8 3 (3.00%) Tableau
8 3 (3.00%) Weaviate
9 2 (2.00%) Amazon Redshift
9 2 (2.00%) Azure SQL Database
9 2 (2.00%) Data Lake
9 2 (2.00%) Neo4j
9 2 (2.00%) Parquet
10 1 (1.00%) Apache Cassandra
Development Applications
1 13 (13.00%) MLflow
2 7 (7.00%) Git
3 5 (5.00%) GitLab
4 2 (2.00%) Jenkins
5 1 (1.00%) Ant
5 1 (1.00%) JUnit
5 1 (1.00%) Maven
5 1 (1.00%) REST Assured
5 1 (1.00%) SoapUI
5 1 (1.00%) Visual Studio
General
1 32 (32.00%) Social Skills
2 24 (24.00%) Analytical Skills
3 15 (15.00%) Finance
4 9 (9.00%) Presentation Skills
5 7 (7.00%) Aviation
5 7 (7.00%) Public Sector
6 4 (4.00%) Banking
7 3 (3.00%) Inclusion and Diversity
7 3 (3.00%) Military
7 3 (3.00%) Pharmaceutical
7 3 (3.00%) Retail
8 2 (2.00%) Influencing Skills
8 2 (2.00%) Law
8 2 (2.00%) Legal
8 2 (2.00%) Marketing
9 1 (1.00%) Automotive
9 1 (1.00%) Corporate Banking
9 1 (1.00%) Investment Banking
9 1 (1.00%) Manufacturing
9 1 (1.00%) Retail Banking
Job Titles
1 34 (34.00%) Data Scientist
2 21 (21.00%) Artificial Intelligence Engineer
3 9 (9.00%) Developer
4 8 (8.00%) Machine Learning Engineer
4 8 (8.00%) Senior
5 6 (6.00%) Lead
6 5 (5.00%) Machine Learning Developer
6 5 (5.00%) Python Engineer
7 4 (4.00%) Architect
7 4 (4.00%) Artificial Intelligence Architect
7 4 (4.00%) Automation Engineer
7 4 (4.00%) Cloud Engineer
7 4 (4.00%) Data Engineer
7 4 (4.00%) Python Developer
8 3 (3.00%) Senior Developer
8 3 (3.00%) Software Engineer
9 2 (2.00%) Java Developer
9 2 (2.00%) Python Software Engineer
9 2 (2.00%) Senior Data Scientist
9 2 (2.00%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 96 (96.00%) PyTorch
2 42 (42.00%) scikit-learn
3 25 (25.00%) Hugging Face
4 21 (21.00%) Pandas
5 20 (20.00%) NumPy
6 13 (13.00%) LangChain
7 9 (9.00%) Keras
8 7 (7.00%) REST
9 6 (6.00%) Google JAX
9 6 (6.00%) JAX
9 6 (6.00%) RESTful
10 5 (5.00%) Django
10 5 (5.00%) FastAPI
10 5 (5.00%) Flask
10 5 (5.00%) OAuth
10 5 (5.00%) React
10 5 (5.00%) Web Services
11 4 (4.00%) Kafka
11 4 (4.00%) OpenAPI
11 4 (4.00%) pytest
Miscellaneous
1 22 (22.00%) Algorithms
2 8 (8.00%) AI Agents
3 7 (7.00%) Cloud Native
4 5 (5.00%) Legacy Systems
5 4 (4.00%) Distributed Computing
5 4 (4.00%) Low-Code
5 4 (4.00%) Public Cloud
6 3 (3.00%) Distributed Systems
7 2 (2.00%) Data Structures
7 2 (2.00%) Distributed Applications
7 2 (2.00%) Enterprise Software
7 2 (2.00%) Product Ownership
7 2 (2.00%) SCADA
7 2 (2.00%) Social Media
7 2 (2.00%) Video\Live Streaming
8 1 (1.00%) Augmented Reality
8 1 (1.00%) Data Protection Act
8 1 (1.00%) Fixed Income
8 1 (1.00%) Over-the-Top Content
8 1 (1.00%) W3C
Operating Systems
1 5 (5.00%) Linux
1 5 (5.00%) Windows
2 3 (3.00%) Android
2 3 (3.00%) Apple iOS
Processes & Methodologies
1 97 (97.00%) Machine Learning
2 75 (75.00%) AI
3 54 (54.00%) Data Science
4 46 (46.00%) Generative AI
5 45 (45.00%) MLOps
6 41 (41.00%) CI/CD
6 41 (41.00%) LLM
7 39 (39.00%) Data Pipeline
8 31 (31.00%) Feature Engineering
9 29 (29.00%) Analytics
10 22 (22.00%) Containerisation
10 22 (22.00%) Natural Language Processing
11 21 (21.00%) Retrieval-Augmented Generation
12 20 (20.00%) Software Engineering
13 19 (19.00%) Problem-Solving
14 17 (17.00%) Data Engineering
14 17 (17.00%) Statistics
15 14 (14.00%) Deep Learning
15 14 (14.00%) Open Source
15 14 (14.00%) Validation
Programming Languages
1 93 (93.00%) Python
2 27 (27.00%) SQL
3 11 (11.00%) Java
4 9 (9.00%) R
5 3 (3.00%) C#
6 2 (2.00%) C++
6 2 (2.00%) TypeScript
7 1 (1.00%) C
7 1 (1.00%) Go
7 1 (1.00%) JavaScript
7 1 (1.00%) Scala
7 1 (1.00%) SHACL
7 1 (1.00%) Shell Script
7 1 (1.00%) SPARQL
Qualifications
1 15 (15.00%) Degree
1 15 (15.00%) Security Cleared
2 9 (9.00%) SC Cleared
3 8 (8.00%) Master's Degree
4 7 (7.00%) PhD
5 5 (5.00%) Computer Science Degree
6 2 (2.00%) Azure Certification
6 2 (2.00%) BPSS Clearance
6 2 (2.00%) Microsoft Certified Professional
7 1 (1.00%) AWS Certification
7 1 (1.00%) DV Cleared
7 1 (1.00%) Numerate Degree
Quality Assurance & Compliance
1 9 (9.00%) Data Quality
2 3 (3.00%) Actionable Recommendations
3 2 (2.00%) GDPR
4 1 (1.00%) ISO/IEC 42001
4 1 (1.00%) NIST
4 1 (1.00%) QA
System Software
1 37 (37.00%) Docker
2 2 (2.00%) Apache ZooKeeper
2 2 (2.00%) Slurm Workload Manager
3 1 (1.00%) Virtual Machines
Systems Management
1 36 (36.00%) Kubernetes
2 5 (5.00%) Kubeflow
2 5 (5.00%) Prometheus
3 3 (3.00%) Terraform
4 1 (1.00%) HP Fortify
4 1 (1.00%) Istio
Vendors
1 13 (13.00%) OpenAI
2 10 (10.00%) Google
3 8 (8.00%) Databricks
4 6 (6.00%) UiPath
5 5 (5.00%) Dynatrace
6 4 (4.00%) Automation Anywhere
7 2 (2.00%) Foundry
7 2 (2.00%) IBM
7 2 (2.00%) Siemens
8 1 (1.00%) Dataiku
8 1 (1.00%) DataRobot
8 1 (1.00%) NVIDIA