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 7 April 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Apr 2026
Same period 2025 Same period 2024
Rank 425 401 477
Rank change year-on-year -24 +76 +150
Contract jobs citing TensorFlow 155 74 72
As % of all contract jobs in England 0.40% 0.30% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.93% 1.35% 0.97%
Number of daily rates quoted 105 53 47
10th Percentile £430 £448 £391
25th Percentile £500 £510 £463
Median daily rate (50th Percentile) £593 £575 £525
Median % change year-on-year +3.04% +9.52% -
75th Percentile £688 £675 £608
90th Percentile £825 £773 £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 - - -
25th Percentile - - -
Median hourly rate - - £46.18
75th Percentile - - £62.47
90th Percentile - - £72.24
UK median hourly rate - - £46.18
% change year-on-year - - -7.64%

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 8,034 5,491 7,450
As % of all contract IT jobs advertised in England 20.61% 22.51% 19.94%
Number of daily rates quoted 5,388 3,799 5,356
10th Percentile £359 £363 £349
25th Percentile £420 £425 £430
Median daily rate (50th Percentile) £525 £536 £550
Median % change year-on-year -2.05% -2.55% -4.35%
75th Percentile £625 £663 £675
90th Percentile £738 £799 £775
UK median daily rate £514 £525 £525
% change year-on-year -2.05% - -4.55%
Number of hourly rates quoted 244 88 159
10th Percentile £35.00 £26.85 £20.72
25th Percentile £52.50 £52.19 £35.00
Median hourly rate £65.00 £65.00 £47.50
Median % change year-on-year - +36.84% -26.92%
75th Percentile £70.00 £68.75 £63.36
90th Percentile £78.93 £83.27 £72.75
UK median hourly rate £65.00 £65.00 £47.50
% change year-on-year - +36.84% -26.92%

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 7 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 7 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 -6 97 £600 +14.29% 52
East of England -31 15 £625 -3.85% 4
North of England -69 13 £575 +17.83% 4
South East -49 12 £563 +23.97% 20
Yorkshire -47 8 £508 - 1
Midlands - 7 £513 - 3
West Midlands - 4 £538 - 2
North East - 3 £593 -
East Midlands - 3 £385 - 1
South West -28 2 £625 -24.24% 11
North West -42 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 18 (11.61%) Apache Spark
2 9 (5.81%) Appian
3 7 (4.52%) Apache Airflow
4 2 (1.29%) Apache
5 1 (0.65%) Jupyter
5 1 (0.65%) Luigi
Applications
1 5 (3.23%) Chatbot
Cloud Services
1 102 (65.81%) Azure
2 67 (43.23%) AWS
3 61 (39.35%) GCP
4 26 (16.77%) GitHub
5 24 (15.48%) Azure AI
6 21 (13.55%) Azure Machine Learning
7 16 (10.32%) Azure Data Factory
7 16 (10.32%) Power Platform
8 13 (8.39%) Azure AKS
9 12 (7.74%) Anthropic Claude
9 12 (7.74%) Azure DevOps
10 11 (7.10%) Azure Cognitive Services
10 11 (7.10%) Azure Key Vault
10 11 (7.10%) Vertex AI
11 10 (6.45%) GitHub Actions
11 10 (6.45%) GitHub Copilot
12 9 (5.81%) Azure Monitor
12 9 (5.81%) Serverless
13 8 (5.16%) Azure Event Grid
13 8 (5.16%) Azure Service Bus
Communications & Networking
1 5 (3.23%) Network Security
2 4 (2.58%) Internet
3 1 (0.65%) InfiniBand
Database & Business Intelligence
1 25 (16.13%) NoSQL
2 15 (9.68%) Big Data
2 15 (9.68%) Power BI
3 14 (9.03%) Pinecone
4 12 (7.74%) PostgreSQL
5 8 (5.16%) SQL Server
6 7 (4.52%) Data Lake
6 7 (4.52%) MySQL
6 7 (4.52%) Tableau
7 6 (3.87%) Amazon Redshift
7 6 (3.87%) Hadoop
7 6 (3.87%) RDBMS
7 6 (3.87%) Relational Database
8 5 (3.23%) BigQuery
8 5 (3.23%) Data Warehouse
8 5 (3.23%) Weaviate
9 4 (2.58%) Azure SQL Database
9 4 (2.58%) MongoDB
9 4 (2.58%) Neo4j
10 3 (1.94%) DB2
Development Applications
1 22 (14.19%) MLflow
2 10 (6.45%) Git
3 7 (4.52%) Jenkins
4 6 (3.87%) PyCharm
5 3 (1.94%) SonarQube
6 2 (1.29%) JIRA
7 1 (0.65%) Ant
7 1 (0.65%) Bitbucket
7 1 (0.65%) Claude Code
7 1 (0.65%) GitLab
7 1 (0.65%) JUnit
7 1 (0.65%) Maven
7 1 (0.65%) REST Assured
7 1 (0.65%) SoapUI
General
1 64 (41.29%) Social Skills
2 42 (27.10%) Finance
3 26 (16.77%) Analytical Skills
4 15 (9.68%) Public Sector
5 13 (8.39%) Banking
6 8 (5.16%) Documentation Skills
7 6 (3.87%) Presentation Skills
8 5 (3.23%) Aviation
8 5 (3.23%) Investment Banking
9 4 (2.58%) Pharmaceutical
10 3 (1.94%) Inclusion and Diversity
10 3 (1.94%) Retail
11 2 (1.29%) Back Office
11 2 (1.29%) Influencing Skills
11 2 (1.29%) Legal
11 2 (1.29%) Marketing
12 1 (0.65%) Automotive
12 1 (0.65%) Financial Institution
12 1 (0.65%) Front Office
12 1 (0.65%) Manufacturing
Job Titles
1 51 (32.90%) Artificial Intelligence Engineer
2 36 (23.23%) Data Scientist
3 15 (9.68%) Developer
3 15 (9.68%) Senior
4 14 (9.03%) Machine Learning Engineer
5 12 (7.74%) Architect
5 12 (7.74%) Artificial Intelligence Architect
6 9 (5.81%) Data Engineer
7 8 (5.16%) Artificial Intelligence Developer
7 8 (5.16%) Automation Engineer
8 7 (4.52%) Python Engineer
9 5 (3.23%) Azure Developer
10 4 (2.58%) Backend Developer
10 4 (2.58%) Evangelist
10 4 (2.58%) Senior Architect
11 3 (1.94%) Azure Engineer
11 3 (1.94%) Consultant
11 3 (1.94%) Senior Technical Architect
11 3 (1.94%) Software Engineer
11 3 (1.94%) Technical Architect
Libraries, Frameworks & Software Standards
1 144 (92.90%) PyTorch
2 83 (53.55%) scikit-learn
3 40 (25.81%) Pandas
4 35 (22.58%) NumPy
5 34 (21.94%) Hugging Face
6 24 (15.48%) LangChain
7 19 (12.26%) REST
8 15 (9.68%) Keras
8 15 (9.68%) Model Context Protocol
9 13 (8.39%) Node.js
10 12 (7.74%) Faiss
11 11 (7.10%) .NET
11 11 (7.10%) Google JAX
11 11 (7.10%) JAX
11 11 (7.10%) React
11 11 (7.10%) RESTful
12 10 (6.45%) AngularJS
12 10 (6.45%) FastAPI
12 10 (6.45%) Flask
12 10 (6.45%) pytest
Miscellaneous
1 36 (23.23%) Algorithms
2 21 (13.55%) AI Agents
3 13 (8.39%) Cloud Native
4 8 (5.16%) Legacy Systems
4 8 (5.16%) Low-Code
5 5 (3.23%) Analytical Mindset
5 5 (3.23%) Clustering
5 5 (3.23%) Public Cloud
6 4 (2.58%) Distributed Systems
6 4 (2.58%) Online Banking
7 3 (1.94%) Blog
7 3 (1.94%) Derivative
7 3 (1.94%) Distributed Computing
7 3 (1.94%) Onboarding
8 2 (1.29%) CUDA
8 2 (1.29%) Data Protection Act
8 2 (1.29%) Greenfield Project
8 2 (1.29%) Product Ownership
8 2 (1.29%) Web Conferencing
9 1 (0.65%) Synthetic Data
Operating Systems
1 6 (3.87%) Windows
2 4 (2.58%) Linux
3 3 (1.94%) Android
3 3 (1.94%) Apple iOS
Processes & Methodologies
1 152 (98.06%) Machine Learning
2 127 (81.94%) AI
3 81 (52.26%) Data Science
4 65 (41.94%) MLOps
5 63 (40.65%) LLM
6 61 (39.35%) CI/CD
7 59 (38.06%) Analytics
8 54 (34.84%) Generative AI
9 51 (32.90%) Data Pipeline
10 47 (30.32%) Natural Language Processing
11 46 (29.68%) Feature Engineering
12 42 (27.10%) Retrieval-Augmented Generation
13 41 (26.45%) Deep Learning
14 38 (24.52%) DevOps
15 37 (23.87%) Containerisation
16 36 (23.23%) Prompt Engineering
17 35 (22.58%) Data Engineering
18 31 (20.00%) Problem-Solving
19 28 (18.06%) Agile
20 26 (16.77%) Validation
Programming Languages
1 143 (92.26%) Python
2 55 (35.48%) SQL
3 17 (10.97%) Java
4 15 (9.68%) C#
5 13 (8.39%) R
6 8 (5.16%) JavaScript
7 7 (4.52%) Bicep
7 7 (4.52%) C++
8 5 (3.23%) TypeScript
9 2 (1.29%) Ada
9 2 (1.29%) Go
10 1 (0.65%) C
10 1 (0.65%) Scala
10 1 (0.65%) SHACL
10 1 (0.65%) Shell Script
10 1 (0.65%) SPARQL
Qualifications
1 27 (17.42%) Degree
2 17 (10.97%) Security Cleared
3 11 (7.10%) Master's Degree
4 9 (5.81%) PhD
4 9 (5.81%) SC Cleared
5 8 (5.16%) Computer Science Degree
6 7 (4.52%) Microsoft Certified Professional
7 3 (1.94%) Azure Certification
7 3 (1.94%) BPSS Clearance
8 1 (0.65%) CESG Certified Professional
8 1 (0.65%) CISM
8 1 (0.65%) CISSP
8 1 (0.65%) DV Cleared
8 1 (0.65%) Numerate Degree
8 1 (0.65%) OSCP
Quality Assurance & Compliance
1 13 (8.39%) Data Quality
2 6 (3.87%) QA
3 5 (3.23%) NIST
4 4 (2.58%) GDPR
5 3 (1.94%) EU AI Act
6 2 (1.29%) Actionable Recommendations
6 2 (1.29%) PCI DSS
7 1 (0.65%) California Consumer Privacy Act
7 1 (0.65%) Def Stans
7 1 (0.65%) ISO/IEC 42001
7 1 (0.65%) JSP 440
7 1 (0.65%) NCSC
7 1 (0.65%) NIST 800
System Software
1 56 (36.13%) Docker
2 6 (3.87%) Active Directory
3 2 (1.29%) HDFS
3 2 (1.29%) Virtual Machines
4 1 (0.65%) GPFS
4 1 (0.65%) Lustre
4 1 (0.65%) Slurm Workload Manager
Systems Management
1 56 (36.13%) Kubernetes
2 11 (7.10%) Terraform
3 7 (4.52%) Kubeflow
4 2 (1.29%) Ansible
5 1 (0.65%) Grafana
5 1 (0.65%) HP Fortify
5 1 (0.65%) Prometheus
5 1 (0.65%) SELinux
Vendors
1 37 (23.87%) OpenAI
2 30 (19.35%) Databricks
3 28 (18.06%) Google
4 22 (14.19%) Microsoft
5 13 (8.39%) Foundry
6 10 (6.45%) UiPath
7 8 (5.16%) Automation Anywhere
8 5 (3.23%) NVIDIA
9 2 (1.29%) Dynatrace
9 2 (1.29%) IBM
9 2 (1.29%) Siemens
10 1 (0.65%) Splunk