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 1 October 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 601 529 609
Rank change year-on-year -72 +80 -8
Permanent jobs citing TensorFlow 159 108 127
As % of all permanent jobs in England 0.15% 0.25% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.47% 1.44% 0.88%
Number of salaries quoted 51 44 54
10th Percentile £46,250 £48,250 £45,750
25th Percentile £48,750 £54,375 £59,563
Median annual salary (50th Percentile) £75,000 £71,000 £81,250
Median % change year-on-year +5.63% -12.62% +8.33%
75th Percentile £100,000 £97,500 £105,000
90th Percentile - £120,250 £127,125
UK median annual salary £75,000 £71,000 £80,000
% change year-on-year +5.63% -11.25% +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 10,811 7,475 14,443
As % of all permanent jobs advertised in England 10.41% 17.32% 21.63%
Number of salaries quoted 7,850 4,941 9,050
10th Percentile £42,500 £39,750 £40,000
25th Percentile £51,250 £51,500 £50,000
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -6.40%
75th Percentile £87,500 £90,000 £87,500
90th Percentile £100,000 £115,000 £113,750
UK median annual salary £67,500 £68,500 £65,000
% change year-on-year -1.46% +5.38% -3.70%

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 1 October 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 1 October 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 -25 82 £77,500 -18.42% 281
Midlands -21 33 £41,000 -32.23% 21
East Midlands -11 27 £38,000 - 9
East of England -20 18 £95,000 +61.70% 36
South East -66 13 £62,500 +19.05% 26
West Midlands -45 6 £145,000 +139.67% 12
South West -76 5 £60,000 -18.64% 34
North of England -85 4 £46,000 -16.36% 19
North West -37 2 £70,000 +27.27% 16
North East -65 2 £42,000 - 2
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 3 (1.89%) Apache Airflow
1 3 (1.89%) Apache Spark
2 1 (0.63%) Confluence
Applications
1 4 (2.52%) Chatbot
2 1 (0.63%) Trello
Business Applications
1 1 (0.63%) Actimize
1 1 (0.63%) NetSuite
Cloud Services
1 75 (47.17%) AWS
2 69 (43.40%) Azure
3 53 (33.33%) GCP
4 12 (7.55%) Power Platform
4 12 (7.55%) Serverless
5 11 (6.92%) Amazon S3
5 11 (6.92%) AWS Lambda
6 9 (5.66%) Azure Machine Learning
7 7 (4.40%) Amazon Bedrock
8 5 (3.14%) Cloud Computing
8 5 (3.14%) PaaS
8 5 (3.14%) SaaS
8 5 (3.14%) Vertex AI
9 4 (2.52%) Amazon SageMaker
9 4 (2.52%) Azure AI
9 4 (2.52%) Slack
9 4 (2.52%) Snowflake
10 3 (1.89%) Anthropic Claude
10 3 (1.89%) GitHub
11 2 (1.26%) OpenShift
Communications & Networking
1 12 (7.55%) Broadband
2 1 (0.63%) DHCP
2 1 (0.63%) DNS
2 1 (0.63%) Kerberos
2 1 (0.63%) Remote Desktop
Database & Business Intelligence
1 13 (8.18%) Big Data
2 11 (6.92%) Power BI
3 9 (5.66%) Tableau
4 8 (5.03%) Metadata
4 8 (5.03%) NoSQL
5 6 (3.77%) MongoDB
5 6 (3.77%) Pinecone
6 5 (3.14%) Data Lake
6 5 (3.14%) Data Mining
6 5 (3.14%) Oracle BI EE
6 5 (3.14%) QlikView
7 4 (2.52%) PostgreSQL
8 3 (1.89%) Neo4j
9 2 (1.26%) Data Warehouse
9 2 (1.26%) Geospatial Data
9 2 (1.26%) MySQL
9 2 (1.26%) Redis
9 2 (1.26%) Relational Database
10 1 (0.63%) SQL Server
10 1 (0.63%) Star Schema
Development Applications
1 10 (6.29%) MLflow
2 9 (5.66%) Git
3 5 (3.14%) Jenkins
4 4 (2.52%) GitLab
5 3 (1.89%) Atlassian Bamboo
5 3 (1.89%) Bitbucket
5 3 (1.89%) Mercurial
5 3 (1.89%) SonarQube
5 3 (1.89%) TeamCity
6 2 (1.26%) Eclipse
6 2 (1.26%) Eclipse RCP
6 2 (1.26%) JIRA
7 1 (0.63%) Yeoman
General
1 66 (41.51%) Finance
2 41 (25.79%) Social Skills
3 29 (18.24%) Analytical Skills
4 28 (17.61%) Banking
5 24 (15.09%) Inclusion and Diversity
6 19 (11.95%) Law
7 18 (11.32%) Marketing
8 11 (6.92%) Legal
9 10 (6.29%) Public Sector
10 6 (3.77%) Organisational Skills
11 5 (3.14%) Aerospace
11 5 (3.14%) Electronics
12 4 (2.52%) Manufacturing
13 3 (1.89%) Military
14 2 (1.26%) Aviation
14 2 (1.26%) Financial Institution
14 2 (1.26%) Presentation Skills
14 2 (1.26%) Telecoms
14 2 (1.26%) Wearables
15 1 (0.63%) Automotive
Job Titles
1 56 (35.22%) Lead
2 33 (20.75%) Data Scientist
3 28 (17.61%) Software Engineer
4 26 (16.35%) Senior Data Scientist
5 23 (14.47%) Lead Data Scientist
6 20 (12.58%) Artificial Intelligence Engineer
7 19 (11.95%) Machine Learning Engineer
8 16 (10.06%) Developer
8 16 (10.06%) Machine Learning Scientist
9 13 (8.18%) Lead Developer
10 12 (7.55%) Senior
11 10 (6.29%) Data Engineer
12 9 (5.66%) Research Scientist
13 6 (3.77%) Architect
13 6 (3.77%) Java Engineer
14 5 (3.14%) Principal Engineer
15 4 (2.52%) Senior Architect
16 3 (1.89%) Artificial Intelligence Architect
16 3 (1.89%) Artificial Intelligence Consultant
16 3 (1.89%) Audio DSP Engineer
Libraries, Frameworks & Software Standards
1 149 (93.71%) PyTorch
2 55 (34.59%) scikit-learn
3 36 (22.64%) LangChain
4 35 (22.01%) Hugging Face
5 25 (15.72%) LangGraph
6 15 (9.43%) Google JAX
6 15 (9.43%) JAX
7 12 (7.55%) NumPy
7 12 (7.55%) Pandas
8 8 (5.03%) LlamaIndex
9 7 (4.40%) FastAPI
9 7 (4.40%) Kafka
10 6 (3.77%) REST
10 6 (3.77%) Spring
10 6 (3.77%) Spring Boot
11 5 (3.14%) Keras
11 5 (3.14%) OpenCV
11 5 (3.14%) RESTful
12 4 (2.52%) Seaborn
12 4 (2.52%) TFX
Miscellaneous
1 38 (23.90%) Cloud Native
2 23 (14.47%) Algorithms
3 18 (11.32%) AI Agents
3 18 (11.32%) Product Ownership
4 12 (7.55%) Video\Live Streaming
5 11 (6.92%) Mobile Banking
6 10 (6.29%) Distributed Systems
7 6 (3.77%) Embedded Systems
8 5 (3.14%) Blog
8 5 (3.14%) Public Cloud
8 5 (3.14%) Reference Data
8 5 (3.14%) Self-Motivation
9 4 (2.52%) Analytical Mindset
9 4 (2.52%) Mobile App
9 4 (2.52%) Over-the-Top Content
10 3 (1.89%) Cyber Defence
10 3 (1.89%) Enterprise Software
10 3 (1.89%) Legacy Systems
10 3 (1.89%) Life Science
11 2 (1.26%) Renewable Energy
Operating Systems
1 2 (1.26%) Apple iOS
1 2 (1.26%) Linux
2 1 (0.63%) Android
2 1 (0.63%) CentOS
2 1 (0.63%) Debian
2 1 (0.63%) Mac OS X
2 1 (0.63%) Unix
2 1 (0.63%) Windows
2 1 (0.63%) Windows 10
Processes & Methodologies
1 158 (99.37%) Machine Learning
2 113 (71.07%) AI
3 94 (59.12%) Data Science
4 85 (53.46%) Software Engineering
5 74 (46.54%) LLM
6 69 (43.40%) Deep Learning
7 65 (40.88%) MLOps
8 64 (40.25%) Mentoring
9 63 (39.62%) Generative AI
10 60 (37.74%) Roadmaps
11 53 (33.33%) Statistics
12 47 (29.56%) Actionable Insight
13 45 (28.30%) CI/CD
14 39 (24.53%) Problem-Solving
14 39 (24.53%) Retrieval-Augmented Generation
15 37 (23.27%) Decision-Making
16 36 (22.64%) Computer Science
16 36 (22.64%) Natural Language Processing
17 33 (20.75%) Project Management
18 32 (20.13%) Neural Network
Programming Languages
1 137 (86.16%) Python
2 50 (31.45%) SQL
3 24 (15.09%) Java
4 13 (8.18%) C++
5 8 (5.03%) R
6 5 (3.14%) C
7 4 (2.52%) JavaScript
8 2 (1.26%) Scala
9 1 (0.63%) Data Analysis Expressions
9 1 (0.63%) Fortran
9 1 (0.63%) Gremlin
9 1 (0.63%) PowerShell
9 1 (0.63%) Shell Script
9 1 (0.63%) Swift
9 1 (0.63%) T-SQL
Qualifications
1 46 (28.93%) Degree
2 25 (15.72%) PhD
3 23 (14.47%) Security Cleared
4 12 (7.55%) Computer Science Degree
5 11 (6.92%) Master's Degree
5 11 (6.92%) SC Cleared
6 6 (3.77%) BPSS Clearance
6 6 (3.77%) DV Cleared
7 1 (0.63%) AWS Certification
7 1 (0.63%) AWS Certified Solutions Architect
7 1 (0.63%) Azure Certification
7 1 (0.63%) CISSP
7 1 (0.63%) Microsoft Certification
7 1 (0.63%) Microsoft Certified Professional
Quality Assurance & Compliance
1 8 (5.03%) Data Quality
2 5 (3.14%) Accessibility
3 2 (1.26%) EU AI Act
3 2 (1.26%) GDPR
System Software
1 20 (12.58%) Docker
2 2 (1.26%) Firmware
3 1 (0.63%) Active Directory
3 1 (0.63%) Ceph
3 1 (0.63%) Lustre
3 1 (0.63%) NFS
3 1 (0.63%) Samba
3 1 (0.63%) Slurm Workload Manager
Systems Management
1 19 (11.95%) Kubernetes
2 7 (4.40%) Kubeflow
3 3 (1.89%) Ansible
4 2 (1.26%) Argo
5 1 (0.63%) Oracle ZFS
Vendors
1 15 (9.43%) Google
2 12 (7.55%) OpenAI
3 10 (6.29%) Databricks
4 9 (5.66%) Microsoft
5 3 (1.89%) Foundry
5 3 (1.89%) Mistral
5 3 (1.89%) Perforce
6 2 (1.26%) Thales
7 1 (0.63%) Apple
7 1 (0.63%) Cognizant
7 1 (0.63%) Red Hat