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 22 September 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Sep 2026
Same period 2025 Same period 2024
Rank 598 522 597
Rank change year-on-year -76 +75 +16
Permanent jobs citing TensorFlow 163 111 133
As % of all permanent jobs in England 0.16% 0.26% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.51% 1.47% 0.92%
Number of salaries quoted 52 45 56
10th Percentile £46,250 £48,500 £46,250
25th Percentile £49,375 £55,000 £58,438
Median annual salary (50th Percentile) £75,000 £72,500 £80,000
Median % change year-on-year +3.45% -9.38% +6.67%
75th Percentile £100,000 £97,500 £105,000
90th Percentile £109,000 £121,500 £126,875
UK median annual salary £75,000 £72,500 £75,000
% change year-on-year +3.45% -3.33% -

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 10,805 7,530 14,485
As % of all permanent jobs advertised in England 10.55% 17.60% 21.42%
Number of salaries quoted 7,890 4,967 9,389
10th Percentile £42,500 £40,000 £40,000
25th Percentile £51,250 £52,500 £48,750
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -7.14%
75th Percentile £87,500 £90,000 £87,500
90th Percentile £100,000 £115,000 £115,000
UK median annual salary £67,500 £68,513 £65,000
% change year-on-year -1.48% +5.40% -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 22 September 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 22 September 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 -33 85 £77,500 -17.33% 221
Midlands -20 33 £41,000 -32.23% 14
East Midlands -5 27 £38,000 - 6
East of England -19 19 £95,000 +61.70% 27
South East -51 13 £62,500 +19.05% 18
West Midlands -47 6 £145,000 +139.67% 8
South West -77 5 £60,000 -18.64% 25
North of England -79 4 £46,000 -16.36% 20
North West -45 2 £70,000 +27.27% 17
North East -63 2 £42,000 - 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 7 (4.29%) Apache Airflow
1 7 (4.29%) Apache Spark
Applications
1 5 (3.07%) Chatbot
2 1 (0.61%) Trello
Business Applications
1 1 (0.61%) NetSuite
Cloud Services
1 79 (48.47%) AWS
2 74 (45.40%) Azure
3 57 (34.97%) GCP
4 15 (9.20%) Power Platform
5 12 (7.36%) Serverless
6 11 (6.75%) Amazon S3
6 11 (6.75%) AWS Lambda
7 9 (5.52%) Azure Machine Learning
8 7 (4.29%) Amazon Bedrock
8 7 (4.29%) Snowflake
9 5 (3.07%) Cloud Computing
9 5 (3.07%) dbt
9 5 (3.07%) PaaS
9 5 (3.07%) SaaS
9 5 (3.07%) Slack
10 4 (2.45%) Anthropic Claude
10 4 (2.45%) Azure AI
10 4 (2.45%) Azure Synapse Analytics
11 3 (1.84%) Vertex AI
12 2 (1.23%) Google Gemini
Communications & Networking
1 13 (7.98%) Broadband
2 1 (0.61%) DHCP
2 1 (0.61%) DNS
2 1 (0.61%) Kerberos
2 1 (0.61%) Remote Desktop
Database & Business Intelligence
1 14 (8.59%) Power BI
2 13 (7.98%) Tableau
3 11 (6.75%) Big Data
4 9 (5.52%) Data Lake
5 8 (4.91%) Metadata
5 8 (4.91%) Pinecone
6 7 (4.29%) NoSQL
7 6 (3.68%) Data Warehouse
8 5 (3.07%) Amazon Redshift
8 5 (3.07%) BigQuery
8 5 (3.07%) Data Mining
8 5 (3.07%) MongoDB
8 5 (3.07%) Oracle BI EE
8 5 (3.07%) QlikView
9 4 (2.45%) Elasticsearch
9 4 (2.45%) Looker
9 4 (2.45%) Milvus
9 4 (2.45%) PostgreSQL
9 4 (2.45%) Snowflake Schema
10 3 (1.84%) Weaviate
Development Applications
1 14 (8.59%) MLflow
2 9 (5.52%) Git
3 5 (3.07%) Jenkins
4 4 (2.45%) GitLab
5 3 (1.84%) Atlassian Bamboo
5 3 (1.84%) Bitbucket
5 3 (1.84%) Mercurial
5 3 (1.84%) SonarQube
5 3 (1.84%) TeamCity
6 2 (1.23%) Eclipse
6 2 (1.23%) Eclipse RCP
7 1 (0.61%) JIRA
7 1 (0.61%) Yeoman
General
1 64 (39.26%) Finance
2 39 (23.93%) Social Skills
3 35 (21.47%) Analytical Skills
4 27 (16.56%) Banking
5 23 (14.11%) Inclusion and Diversity
6 19 (11.66%) Law
7 18 (11.04%) Marketing
8 11 (6.75%) Public Sector
9 9 (5.52%) Legal
10 6 (3.68%) Organisational Skills
11 5 (3.07%) Aerospace
11 5 (3.07%) Electronics
12 3 (1.84%) Military
13 2 (1.23%) Aviation
13 2 (1.23%) Manufacturing
13 2 (1.23%) Wearables
14 1 (0.61%) Advertising
14 1 (0.61%) Automotive
14 1 (0.61%) Financial Institution
14 1 (0.61%) Publishing
Job Titles
1 56 (34.36%) Lead
2 33 (20.25%) Data Scientist
3 28 (17.18%) Software Engineer
4 25 (15.34%) Senior Data Scientist
5 23 (14.11%) Lead Data Scientist
6 21 (12.88%) Artificial Intelligence Engineer
7 19 (11.66%) Machine Learning Engineer
8 16 (9.82%) Developer
8 16 (9.82%) Machine Learning Scientist
9 14 (8.59%) Senior
10 13 (7.98%) Lead Developer
11 10 (6.13%) Data Engineer
12 8 (4.91%) Research Scientist
13 7 (4.29%) Systems Engineer
14 6 (3.68%) Architect
14 6 (3.68%) Java Engineer
15 5 (3.07%) Artificial Intelligence Architect
15 5 (3.07%) Principal Engineer
16 4 (2.45%) Senior Systems Engineer
17 3 (1.84%) Consultant
Libraries, Frameworks & Software Standards
1 153 (93.87%) PyTorch
2 60 (36.81%) scikit-learn
3 41 (25.15%) LangChain
4 33 (20.25%) Hugging Face
5 26 (15.95%) LangGraph
6 15 (9.20%) Google JAX
6 15 (9.20%) JAX
7 14 (8.59%) LlamaIndex
8 12 (7.36%) NumPy
8 12 (7.36%) Pandas
9 10 (6.13%) Kafka
10 7 (4.29%) FastAPI
11 6 (3.68%) pgvector
11 6 (3.68%) REST
11 6 (3.68%) Spring
11 6 (3.68%) Spring Boot
12 5 (3.07%) Faiss
12 5 (3.07%) OpenCV
12 5 (3.07%) RESTful
12 5 (3.07%) TFX
Miscellaneous
1 42 (25.77%) Cloud Native
2 23 (14.11%) Algorithms
3 20 (12.27%) AI Agents
4 18 (11.04%) Product Ownership
5 13 (7.98%) Video\Live Streaming
6 11 (6.75%) Mobile Banking
7 10 (6.13%) Distributed Systems
8 9 (5.52%) Public Cloud
9 6 (3.68%) Embedded Systems
10 5 (3.07%) Blog
10 5 (3.07%) Clustering
10 5 (3.07%) Over-the-Top Content
10 5 (3.07%) Reference Data
10 5 (3.07%) Self-Motivation
11 4 (2.45%) Analytical Mindset
11 4 (2.45%) Mobile App
12 3 (1.84%) Cyber Defence
12 3 (1.84%) Enterprise Software
12 3 (1.84%) Legacy Systems
12 3 (1.84%) Life Science
Operating Systems
1 2 (1.23%) Apple iOS
1 2 (1.23%) Linux
2 1 (0.61%) Android
2 1 (0.61%) CentOS
2 1 (0.61%) Debian
2 1 (0.61%) Mac OS X
2 1 (0.61%) Unix
2 1 (0.61%) Windows
2 1 (0.61%) Windows 10
Processes & Methodologies
1 162 (99.39%) Machine Learning
2 117 (71.78%) AI
3 98 (60.12%) Data Science
4 86 (52.76%) Software Engineering
5 72 (44.17%) LLM
6 70 (42.94%) Deep Learning
7 68 (41.72%) Generative AI
8 66 (40.49%) Mentoring
9 63 (38.65%) MLOps
10 60 (36.81%) Roadmaps
11 54 (33.13%) Statistics
12 47 (28.83%) Actionable Insight
13 43 (26.38%) CI/CD
14 42 (25.77%) Retrieval-Augmented Generation
15 41 (25.15%) Problem-Solving
16 38 (23.31%) Natural Language Processing
17 37 (22.70%) Decision-Making
18 35 (21.47%) Data Pipeline
19 34 (20.86%) Computer Science
20 33 (20.25%) Project Management
Programming Languages
1 140 (85.89%) Python
2 53 (32.52%) SQL
3 24 (14.72%) Java
4 13 (7.98%) C++
5 8 (4.91%) R
6 5 (3.07%) C
7 4 (2.45%) JavaScript
8 2 (1.23%) Scala
9 1 (0.61%) Data Analysis Expressions
9 1 (0.61%) Fortran
9 1 (0.61%) Gremlin
9 1 (0.61%) Shell Script
9 1 (0.61%) Swift
9 1 (0.61%) T-SQL
Qualifications
1 44 (26.99%) Degree
2 25 (15.34%) PhD
3 22 (13.50%) Security Cleared
4 10 (6.13%) Computer Science Degree
5 9 (5.52%) Master's Degree
5 9 (5.52%) SC Cleared
6 7 (4.29%) DV Cleared
7 6 (3.68%) BPSS Clearance
8 1 (0.61%) AWS Certification
8 1 (0.61%) AWS Certified Solutions Architect
8 1 (0.61%) Azure Certification
8 1 (0.61%) CISSP
8 1 (0.61%) Microsoft Certification
8 1 (0.61%) Microsoft Certified Professional
Quality Assurance & Compliance
1 8 (4.91%) Data Quality
2 5 (3.07%) Accessibility
3 4 (2.45%) California Consumer Privacy Act
3 4 (2.45%) GDPR
System Software
1 18 (11.04%) Docker
2 2 (1.23%) Firmware
3 1 (0.61%) Active Directory
3 1 (0.61%) Ceph
3 1 (0.61%) Lustre
3 1 (0.61%) NFS
3 1 (0.61%) Samba
3 1 (0.61%) Slurm Workload Manager
Systems Management
1 17 (10.43%) Kubernetes
2 8 (4.91%) Kubeflow
3 3 (1.84%) Ansible
4 2 (1.23%) Argo
5 1 (0.61%) Oracle ZFS
Vendors
1 15 (9.20%) Databricks
1 15 (9.20%) Google
2 14 (8.59%) OpenAI
3 9 (5.52%) Microsoft
4 4 (2.45%) Cloudera
4 4 (2.45%) Dell
4 4 (2.45%) Mistral
5 3 (1.84%) Foundry
5 3 (1.84%) Perforce
6 2 (1.23%) Thales
7 1 (0.61%) Apple
7 1 (0.61%) Cognizant
7 1 (0.61%) Red Hat