TensorFlow Job Trends in England

Google TensorFlow
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring TensorFlow skills. It covers permanent job vacancies from the 6 months leading up to 2 July 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 560 517 654
Rank change year-on-year -43 +137 +68
Permanent jobs citing TensorFlow 155 125 192
As % of all permanent jobs in England 0.18% 0.30% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.72% 1.58% 1.07%
Number of salaries quoted 45 56 103
10th Percentile £45,000 £45,000 £52,500
25th Percentile £50,000 £54,375 £55,000
Median annual salary (50th Percentile) £65,000 £80,000 £70,000
Median % change year-on-year -18.75% +14.29% -6.67%
75th Percentile £92,500 £97,500 £89,375
90th Percentile £127,500 £120,000 £122,500
UK median annual salary £67,500 £80,000 £70,000
% change year-on-year -15.63% +14.29% -6.67%

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 permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,992 7,897 18,006
As % of all permanent jobs advertised in England 10.48% 19.04% 19.45%
Number of salaries quoted 6,877 5,345 14,465
10th Percentile £41,250 £39,000 £36,250
25th Percentile £50,000 £51,698 £45,000
Median annual salary (50th Percentile) £65,000 £67,500 £60,000
Median % change year-on-year -3.70% +12.50% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £115,000 £102,500
UK median annual salary £65,000 £67,500 £60,000
% change year-on-year -3.70% +12.50% -10.49%

TensorFlow
Job Vacancy Trend in England

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

TensorFlow job vacancy trend in England

TensorFlow
Salary Trend in England

Salary distribution trend for jobs in England citing TensorFlow.

Salary distribution trend for jobs in England citing TensorFlow

TensorFlow
Salary Histogram in England

Salary distribution for jobs citing TensorFlow in England over the 6 months to 2 July 2026.

Salary histogram for TensorFlow in England

TensorFlow
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the England region over the 6 months to 2 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +8 83 £87,500 -6.67% 87
Midlands -7 30 £55,000 -12.70% 5
East Midlands +1 26 £52,500 -27.59% 2
East of England -13 19 £72,500 +13.28% 7
South East -38 8 £62,500 -37.50% 15
North of England -62 7 £55,000 -15.38% 5
South West -64 7 £60,000 +26.32% 8
North West -9 4 £60,000 -17.24% 4
West Midlands -26 4 £55,000 +2.80% 3
North East -50 2 £42,000 - 1
Yorkshire -46 1 - -
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 29 (18.71%) Apache Airflow
2 25 (16.13%) Apache Spark
3 5 (3.23%) Appian
Applications
1 7 (4.52%) Chatbot
2 1 (0.65%) Trello
Cloud Services
1 78 (50.32%) Azure
2 69 (44.52%) AWS
3 58 (37.42%) GCP
4 28 (18.06%) Power Platform
5 26 (16.77%) Snowflake
6 23 (14.84%) Azure Synapse Analytics
6 23 (14.84%) dbt
7 10 (6.45%) Anthropic Claude
8 9 (5.81%) Azure AI
8 9 (5.81%) Azure Machine Learning
9 8 (5.16%) Slack
10 7 (4.52%) Amazon Bedrock
11 6 (3.87%) Azure Data Factory
11 6 (3.87%) OpenShift
11 6 (3.87%) SaaS
12 5 (3.23%) Power Automate
12 5 (3.23%) Prefect
13 4 (2.58%) H2O.ai
13 4 (2.58%) Vertex AI
14 3 (1.94%) GitHub
Communications & Networking
1 24 (15.48%) Broadband
Database & Business Intelligence
1 27 (17.42%) Data Lake
2 25 (16.13%) Amazon Redshift
2 25 (16.13%) Data Warehouse
3 24 (15.48%) Power BI
3 24 (15.48%) Tableau
4 23 (14.84%) BigQuery
4 23 (14.84%) Elasticsearch
4 23 (14.84%) Looker
4 23 (14.84%) Snowflake Schema
5 20 (12.90%) Metadata
6 14 (9.03%) Pinecone
7 5 (3.23%) MongoDB
7 5 (3.23%) SQL Server
8 4 (2.58%) Weaviate
9 3 (1.94%) PostgreSQL
10 2 (1.29%) Big Data
10 2 (1.29%) MySQL
10 2 (1.29%) Neo4j
10 2 (1.29%) NoSQL
10 2 (1.29%) Redis
Development Applications
1 43 (27.74%) MLflow
2 9 (5.81%) Git
3 3 (1.94%) GitLab
4 2 (1.29%) Jenkins
5 1 (0.65%) JIRA
5 1 (0.65%) Yeoman
General
1 57 (36.77%) Analytical Skills
2 45 (29.03%) Finance
3 33 (21.29%) Social Skills
4 9 (5.81%) Banking
5 6 (3.87%) Manufacturing
6 5 (3.23%) Inclusion and Diversity
7 3 (1.94%) Advertising
7 3 (1.94%) Public Sector
8 2 (1.29%) Electronics
8 2 (1.29%) Legal
8 2 (1.29%) Wearables
9 1 (0.65%) Automotive
9 1 (0.65%) Organisational Skills
9 1 (0.65%) Publishing
Job Titles
1 48 (30.97%) Lead
2 37 (23.87%) Data Scientist
3 35 (22.58%) Senior
4 28 (18.06%) Senior Data Scientist
5 26 (16.77%) Systems Engineer
6 25 (16.13%) Lead Data Scientist
7 23 (14.84%) Senior Systems Engineer
8 20 (12.90%) Developer
9 15 (9.68%) Machine Learning Engineer
10 14 (9.03%) Artificial Intelligence Engineer
11 13 (8.39%) Lead Developer
11 13 (8.39%) Software Engineer
12 9 (5.81%) Architect
13 8 (5.16%) Artificial Intelligence Architect
14 5 (3.23%) Automation Engineer
14 5 (3.23%) Consultant
14 5 (3.23%) Python Developer
15 4 (2.58%) Data Engineer
15 4 (2.58%) Engineering Manager
15 4 (2.58%) Head of Engineering
Libraries, Frameworks & Software Standards
1 151 (97.42%) PyTorch
2 53 (34.19%) scikit-learn
3 52 (33.55%) LangChain
4 37 (23.87%) Hugging Face
5 29 (18.71%) LlamaIndex
6 25 (16.13%) Kafka
6 25 (16.13%) pgvector
7 19 (12.26%) LangGraph
8 16 (10.32%) Pandas
9 15 (9.68%) NumPy
10 13 (8.39%) Google JAX
10 13 (8.39%) JAX
11 11 (7.10%) Faiss
12 10 (6.45%) FastAPI
13 9 (5.81%) OpenCV
14 8 (5.16%) Flask
14 8 (5.16%) TFX
15 7 (4.52%) REST
16 6 (3.87%) Keras
16 6 (3.87%) RESTful
Miscellaneous
1 35 (22.58%) Cloud Native
2 26 (16.77%) Algorithms
3 24 (15.48%) Clustering
3 24 (15.48%) Video\Live Streaming
4 23 (14.84%) Public Cloud
5 16 (10.32%) AI Agents
6 8 (5.16%) Embedded Systems
6 8 (5.16%) Over-the-Top Content
6 8 (5.16%) Product Ownership
7 7 (4.52%) Distributed Systems
7 7 (4.52%) Legacy Systems
7 7 (4.52%) Low-Code
8 6 (3.87%) CUDA
9 4 (2.58%) Data Centre
9 4 (2.58%) Enterprise Software
9 4 (2.58%) Management Information System
10 3 (1.94%) Mobile App
10 3 (1.94%) Robotics
11 2 (1.29%) Data Structures
11 2 (1.29%) Raspberry Pi
Operating Systems
1 5 (3.23%) Linux
2 2 (1.29%) Robot Operating System
3 1 (0.65%) Android
3 1 (0.65%) Apple iOS
Processes & Methodologies
1 147 (94.84%) Machine Learning
2 123 (79.35%) AI
3 106 (68.39%) Data Science
4 86 (55.48%) Generative AI
5 61 (39.35%) Retrieval-Augmented Generation
6 60 (38.71%) Mentoring
7 58 (37.42%) Roadmaps
7 58 (37.42%) Software Engineering
8 57 (36.77%) MLOps
9 56 (36.13%) Data Pipeline
9 56 (36.13%) Deep Learning
10 53 (34.19%) Use Case
11 46 (29.68%) LLM
11 46 (29.68%) Statistics
12 45 (29.03%) CI/CD
12 45 (29.03%) Data Engineering
13 41 (26.45%) Analytics
14 40 (25.81%) Actionable Insight
14 40 (25.81%) Prompt Engineering
15 39 (25.16%) Feature Engineering
Programming Languages
1 146 (94.19%) Python
2 54 (34.84%) SQL
3 13 (8.39%) C++
4 8 (5.16%) Java
5 4 (2.58%) C
6 3 (1.94%) R
7 2 (1.29%) JavaScript
8 1 (0.65%) PowerShell
Qualifications
1 25 (16.13%) Degree
2 10 (6.45%) Security Cleared
3 9 (5.81%) Master's Degree
4 7 (4.52%) PhD
5 5 (3.23%) Computer Science Degree
6 3 (1.94%) Azure Certification
6 3 (1.94%) DV Cleared
6 3 (1.94%) Postgraduate
7 2 (1.29%) AWS Certification
7 2 (1.29%) Microsoft Certification
7 2 (1.29%) SC Cleared
8 1 (0.65%) AWS Certified Solutions Architect
8 1 (0.65%) Microsoft Certified Professional
8 1 (0.65%) Numerate Degree
Quality Assurance & Compliance
1 23 (14.84%) California Consumer Privacy Act
1 23 (14.84%) GDPR
2 11 (7.10%) Data Quality
System Software
1 22 (14.19%) Docker
2 2 (1.29%) Firmware
Systems Management
1 18 (11.61%) Kubernetes
2 12 (7.74%) Kubeflow
3 3 (1.94%) Argo
4 1 (0.65%) Terraform
Vendors
1 40 (25.81%) Databricks
2 27 (17.42%) Dell
3 23 (14.84%) Cloudera
4 18 (11.61%) OpenAI
5 9 (5.81%) Google
6 6 (3.87%) Microsoft
7 5 (3.23%) Automation Anywhere
7 5 (3.23%) UiPath
8 4 (2.58%) NVIDIA
9 2 (1.29%) Foundry
10 1 (0.65%) Cognizant
10 1 (0.65%) CrowdStrike
10 1 (0.65%) Dataiku
10 1 (0.65%) DataRobot
10 1 (0.65%) Fortinet
10 1 (0.65%) IBM
10 1 (0.65%) Palo Alto