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 vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 417 450 492
Rank change year-on-year +33 +42 +178
Contract jobs citing TensorFlow 102 76 111
As % of all contract jobs advertised in England 0.37% 0.23% 0.26%
As % of the Libraries, Frameworks & Software Standards category 1.62% 1.03% 1.20%
Number of daily rates quoted 68 46 71
10th Percentile £413 £356 £400
25th Percentile £463 £439 £477
Median daily rate (50th Percentile) £531 £600 £550
Median % change year-on-year -11.46% +9.09% -8.33%
75th Percentile £625 £674 £788
90th Percentile £699 £763 £950
UK median daily rate £550 £600 £550
% change year-on-year -8.33% +9.09% -8.33%
Number of hourly rates quoted 0 5 17
Median hourly rate - £46.18 £46.18
UK median hourly rate - £46.18 £46.18
% change year-on-year - - +31.94%

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 6,298 7,374 9,252
As % of all contract IT jobs advertised in England 22.64% 22.38% 21.91%
Number of daily rates quoted 4,266 4,854 6,779
10th Percentile £350 £355 £377
25th Percentile £413 £440 £463
Median daily rate (50th Percentile) £510 £550 £550
Median % change year-on-year -7.27% - -4.35%
75th Percentile £638 £675 £675
90th Percentile £750 £810 £788
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 168 178 168
10th Percentile £31.50 £27.53 £37.25
25th Percentile £43.00 £43.00 £46.18
Median hourly rate £55.00 £62.93 £60.00
Median % change year-on-year -12.60% +4.88% -5.40%
75th Percentile £65.00 £70.00 £72.41
90th Percentile £70.00 £74.46 £78.00
UK median hourly rate £54.85 £61.60 £60.00
% change year-on-year -10.96% +2.67% -4.00%

TensorFlow
Job Vacancy Trend in England

Job postings citing TensorFlow as a proportion of all IT jobs advertised in England.

Job vacancy trend for TensorFlow 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 September 2025.

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 September 2025. 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 +18 58 £550 -12.00% 99
North of England -20 18 £488 +36.94% 18
South East +22 13 £475 - 38
East of England - 12 £550 - 7
Yorkshire - 10 £489 - 2
North West -7 8 £483 +35.53% 15
South West - 1 £550 - 7
TensorFlow
UK

TensorFlow
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 19 (18.63%) Apache Spark
2 10 (9.80%) Jupyter
3 1 (0.98%) Apache
3 1 (0.98%) Apache Airflow
Applications
1 2 (1.96%) Chatbot
1 2 (1.96%) GNU Octave
Business Applications
1 1 (0.98%) SAP S/4HANA
Cloud Services
1 54 (52.94%) Azure
2 43 (42.16%) AWS
3 29 (28.43%) GCP
4 16 (15.69%) Azure AKS
5 13 (12.75%) Amazon SageMaker
6 9 (8.82%) Azure Machine Learning
7 8 (7.84%) Azure DevOps
7 8 (7.84%) GitHub
8 7 (6.86%) Azure AI
8 7 (6.86%) Azure Synapse Analytics
8 7 (6.86%) Vertex AI
9 6 (5.88%) GitHub Actions
9 6 (5.88%) Power Platform
10 5 (4.90%) Serverless
11 4 (3.92%) Amazon Bedrock
11 4 (3.92%) Anthropic Claude
11 4 (3.92%) Google Gemini
12 2 (1.96%) Azure Data Factory
12 2 (1.96%) Azure Functions
12 2 (1.96%) GitHub Copilot
Database & Business Intelligence
1 17 (16.67%) Tableau
2 16 (15.69%) Big Data
2 16 (15.69%) PostgreSQL
3 12 (11.76%) Hadoop
4 10 (9.80%) Data Lake
5 6 (5.88%) BigQuery
5 6 (5.88%) Power BI
6 4 (3.92%) Neo4j
7 3 (2.94%) Apache Hive
7 3 (2.94%) Metadata
8 1 (0.98%) Amazon Redshift
8 1 (0.98%) Data Warehouse
8 1 (0.98%) MySQL
8 1 (0.98%) NoSQL
8 1 (0.98%) Pinecone
Development Applications
1 17 (16.67%) Git
2 15 (14.71%) MLflow
3 2 (1.96%) GitLab
3 2 (1.96%) Jenkins
4 1 (0.98%) CMake
4 1 (0.98%) TensorBoard
General
1 30 (29.41%) Analytical Skills
2 28 (27.45%) Social Skills
3 22 (21.57%) Finance
4 10 (9.80%) Public Sector
5 7 (6.86%) Legal
6 6 (5.88%) Banking
7 5 (4.90%) Presentation Skills
8 4 (3.92%) Manufacturing
8 4 (3.92%) Pharmaceutical
8 4 (3.92%) Police
8 4 (3.92%) Retail
9 2 (1.96%) Aerospace
9 2 (1.96%) Documentation Skills
9 2 (1.96%) Financial Institution
9 2 (1.96%) Publishing
9 2 (1.96%) Telecoms
10 1 (0.98%) Corporate Banking
10 1 (0.98%) Inclusion and Diversity
10 1 (0.98%) Investment Banking
10 1 (0.98%) Retail Banking
Job Titles
1 23 (22.55%) Artificial Intelligence Engineer
2 22 (21.57%) Developer
3 19 (18.63%) Data Scientist
4 13 (12.75%) Artificial Intelligence Developer
5 11 (10.78%) Architect
5 11 (10.78%) Senior
6 10 (9.80%) Artificial Intelligence Architect
7 9 (8.82%) Data Science Developer
8 8 (7.84%) Machine Learning Engineer
9 5 (4.90%) Security Architect
10 4 (3.92%) Python Developer
10 4 (3.92%) Python Engineer
10 4 (3.92%) Solutions Architect
11 3 (2.94%) Artificial Intelligence Specialist
11 3 (2.94%) Backend Developer
11 3 (2.94%) Data Engineer
11 3 (2.94%) Senior Data Scientist
12 2 (1.96%) Cloud Architect
12 2 (1.96%) Gen AI Specialist
12 2 (1.96%) Lead
Libraries, Frameworks & Software Standards
1 85 (83.33%) PyTorch
2 43 (42.16%) scikit-learn
3 31 (30.39%) Pandas
4 28 (27.45%) Hugging Face
5 19 (18.63%) NumPy
6 13 (12.75%) LangChain
6 13 (12.75%) Matplotlib
7 11 (10.78%) Seaborn
8 10 (9.80%) SpaCy
9 9 (8.82%) OpenCV
9 9 (8.82%) Regular Expression
10 8 (7.84%) FastAPI
11 7 (6.86%) pytest
12 6 (5.88%) Google JAX
12 6 (5.88%) JAX
12 6 (5.88%) SQLAlchemy
13 5 (4.90%) OpenTelemetry
13 5 (4.90%) PySpark
14 4 (3.92%) pydantic
14 4 (3.92%) Streamlit
Miscellaneous
1 39 (38.24%) Algorithms
2 9 (8.82%) Onboarding
3 6 (5.88%) Cloud Native
3 6 (5.88%) Distributed Computing
4 4 (3.92%) Virtual Team
5 3 (2.94%) AI Agents
5 3 (2.94%) Analytical Mindset
5 3 (2.94%) Credit Risk
5 3 (2.94%) Data Structures
6 2 (1.96%) Data Fabric
6 2 (1.96%) Data Protection Act
6 2 (1.96%) Distributed Systems
6 2 (1.96%) Security Posture
6 2 (1.96%) Self-Motivation
7 1 (0.98%) Animation
7 1 (0.98%) Autonomous Agent
7 1 (0.98%) Educational Technology
7 1 (0.98%) FMCG
7 1 (0.98%) Life Science
7 1 (0.98%) Robotics
Operating Systems
1 1 (0.98%) Android
1 1 (0.98%) Linux
1 1 (0.98%) Windows
Processes & Methodologies
1 96 (94.12%) Machine Learning
2 86 (84.31%) Artificial Intelligence
3 68 (66.67%) Data Science
4 53 (51.96%) LLM
5 50 (49.02%) Generative AI
6 36 (35.29%) Natural Language Processing
7 32 (31.37%) MLOps
8 27 (26.47%) Deep Learning
8 27 (26.47%) Problem-Solving
9 25 (24.51%) Decision-Making
10 23 (22.55%) CI/CD
10 23 (22.55%) Computer Science
10 23 (22.55%) Data Pipeline
10 23 (22.55%) Software Engineering
11 22 (21.57%) Analytics
12 21 (20.59%) Agile
12 21 (20.59%) DevOps
13 19 (18.63%) Statistical Modelling
14 18 (17.65%) Visualisation
15 17 (16.67%) Open Source
Programming Languages
1 97 (95.10%) Python
2 30 (29.41%) R
3 28 (27.45%) SQL
4 8 (7.84%) C++
5 6 (5.88%) Java
6 4 (3.92%) C
6 4 (3.92%) Scala
7 2 (1.96%) Bash
8 1 (0.98%) JavaScript
Qualifications
1 28 (27.45%) Degree
2 20 (19.61%) Master's Degree
3 14 (13.73%) PhD
4 7 (6.86%) Security Cleared
5 6 (5.88%) Computer Science Degree
6 5 (4.90%) AWS Certification
7 3 (2.94%) MCP
8 2 (1.96%) Postgraduate
9 1 (0.98%) Azure Certification
9 1 (0.98%) DV Cleared
Quality Assurance & Compliance
1 10 (9.80%) Data Quality
2 8 (7.84%) EU AI Act
2 8 (7.84%) NIST
3 7 (6.86%) GDPR
3 7 (6.86%) QA
4 4 (3.92%) ISO/IEC 27001
5 2 (1.96%) NIST 800
6 1 (0.98%) GxP
6 1 (0.98%) HIPAA
System Software
1 29 (28.43%) Docker
2 7 (6.86%) Virtual Machines
Systems Management
1 39 (38.24%) Kubernetes
2 7 (6.86%) Terraform
3 5 (4.90%) Kubeflow
4 1 (0.98%) Ansible
Vendors
1 11 (10.78%) Microsoft
2 10 (9.80%) Google
3 9 (8.82%) OpenAI
4 6 (5.88%) Databricks
5 5 (4.90%) Dataiku
5 5 (4.90%) DataRobot
6 3 (2.94%) SAP
7 2 (1.96%) Foundry
8 1 (0.98%) Ariba
8 1 (0.98%) NVIDIA