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

6 months to
7 Aug 2026
Same period 2025 Same period 2024
Rank 572 504 624
Rank change year-on-year -68 +120 +32
Permanent jobs citing TensorFlow 163 141 147
As % of all permanent jobs in England 0.18% 0.32% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.70% 1.83% 1.08%
Number of salaries quoted 46 62 59
10th Percentile £45,000 £46,250 £54,000
25th Percentile £48,125 £55,313 £62,875
Median annual salary (50th Percentile) £72,500 £80,000 £75,000
Median % change year-on-year -9.38% +6.67% -
75th Percentile £100,000 £97,500 £101,000
90th Percentile £120,000 £122,250 £123,050
UK median annual salary £70,000 £80,000 £75,000
% change year-on-year -12.50% +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 9,600 7,707 13,624
As % of all permanent jobs advertised in England 10.31% 17.69% 18.75%
Number of salaries quoted 7,227 5,159 10,320
10th Percentile £41,250 £37,500 £37,500
25th Percentile £50,000 £50,000 £46,750
Median annual salary (50th Percentile) £65,000 £67,500 £62,500
Median % change year-on-year -3.70% +8.00% -7.41%
75th Percentile £85,000 £87,500 £83,750
90th Percentile £100,000 £115,000 £111,250
UK median annual salary £65,000 £67,500 £61,500
% change year-on-year -3.70% +9.76% -8.89%

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 7 August 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 7 August 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 -4 88 £87,500 -7.89% 148
Midlands -14 29 £45,500 -32.59% 10
East Midlands -5 27 £38,000 -47.59% 1
East of England -25 21 £95,000 +70.40% 19
South East -36 10 £62,500 -30.56% 23
South West -65 7 £60,000 +20.00% 14
North of England -63 5 £46,000 -28.68% 20
North West -19 2 £87,500 +34.62% 19
West Midlands -34 2 £97,500 +61.16% 9
North East -51 2 £42,000 -
Yorkshire -28 1 - - 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 30 (18.40%) Apache Airflow
2 24 (14.72%) Apache Spark
Applications
1 6 (3.68%) Chatbot
2 1 (0.61%) Trello
Business Applications
1 1 (0.61%) NetSuite
Cloud Services
1 87 (53.37%) AWS
2 79 (48.47%) Azure
3 66 (40.49%) GCP
4 29 (17.79%) Power Platform
5 28 (17.18%) Snowflake
6 24 (14.72%) dbt
7 23 (14.11%) Azure Synapse Analytics
8 10 (6.13%) Serverless
9 9 (5.52%) Azure Machine Learning
10 8 (4.91%) Amazon Bedrock
10 8 (4.91%) Amazon S3
10 8 (4.91%) AWS Lambda
11 6 (3.68%) SaaS
11 6 (3.68%) Slack
12 5 (3.07%) Anthropic Claude
12 5 (3.07%) Prefect
13 4 (2.45%) Vertex AI
14 3 (1.84%) Amazon SageMaker
14 3 (1.84%) Azure AI
14 3 (1.84%) Cloud Computing
Communications & Networking
1 18 (11.04%) Broadband
Database & Business Intelligence
1 27 (16.56%) Power BI
2 26 (15.95%) Tableau
3 25 (15.34%) Data Warehouse
4 24 (14.72%) Amazon Redshift
4 24 (14.72%) BigQuery
5 23 (14.11%) Data Lake
5 23 (14.11%) Elasticsearch
5 23 (14.11%) Looker
5 23 (14.11%) Snowflake Schema
6 12 (7.36%) Metadata
7 9 (5.52%) Pinecone
8 5 (3.07%) MongoDB
8 5 (3.07%) NoSQL
9 4 (2.45%) Weaviate
10 3 (1.84%) Big Data
10 3 (1.84%) PostgreSQL
11 2 (1.23%) MySQL
11 2 (1.23%) Neo4j
11 2 (1.23%) Redis
12 1 (0.61%) DynamoDB
Development Applications
1 34 (20.86%) MLflow
2 12 (7.36%) Git
3 4 (2.45%) GitLab
3 4 (2.45%) Jenkins
4 2 (1.23%) Atlassian Bamboo
4 2 (1.23%) Bitbucket
4 2 (1.23%) Eclipse
4 2 (1.23%) Eclipse RCP
4 2 (1.23%) Mercurial
4 2 (1.23%) SonarQube
4 2 (1.23%) TeamCity
5 1 (0.61%) JIRA
5 1 (0.61%) Yeoman
General
1 56 (34.36%) Analytical Skills
2 53 (32.52%) Finance
3 34 (20.86%) Social Skills
4 20 (12.27%) Banking
5 17 (10.43%) Inclusion and Diversity
6 13 (7.98%) Law
7 12 (7.36%) Marketing
8 9 (5.52%) Public Sector
9 4 (2.45%) Electronics
10 2 (1.23%) Aerospace
10 2 (1.23%) Manufacturing
10 2 (1.23%) Military
10 2 (1.23%) Wearables
11 1 (0.61%) Advertising
11 1 (0.61%) Automotive
11 1 (0.61%) Financial Institution
11 1 (0.61%) Investment Banking
11 1 (0.61%) Legal
11 1 (0.61%) Publishing
Job Titles
1 49 (30.06%) Lead
2 35 (21.47%) Data Scientist
3 33 (20.25%) Senior
4 27 (16.56%) Senior Data Scientist
5 26 (15.95%) Systems Engineer
6 24 (14.72%) Lead Data Scientist
7 23 (14.11%) Senior Systems Engineer
8 22 (13.50%) Software Engineer
9 20 (12.27%) Developer
10 16 (9.82%) Machine Learning Engineer
11 13 (7.98%) Artificial Intelligence Engineer
11 13 (7.98%) Lead Developer
12 10 (6.13%) Machine Learning Scientist
13 8 (4.91%) Architect
14 7 (4.29%) Artificial Intelligence Architect
15 6 (3.68%) Data Engineer
16 5 (3.07%) Consultant
16 5 (3.07%) Java Engineer
16 5 (3.07%) Python Developer
16 5 (3.07%) Research Scientist
Libraries, Frameworks & Software Standards
1 154 (94.48%) PyTorch
2 67 (41.10%) scikit-learn
3 53 (32.52%) LangChain
4 31 (19.02%) Hugging Face
4 31 (19.02%) LlamaIndex
5 28 (17.18%) Kafka
6 25 (15.34%) pgvector
7 21 (12.88%) LangGraph
8 15 (9.20%) Google JAX
8 15 (9.20%) JAX
9 12 (7.36%) NumPy
9 12 (7.36%) Pandas
10 7 (4.29%) OpenCV
11 6 (3.68%) Faiss
11 6 (3.68%) SciPy
11 6 (3.68%) TFX
12 5 (3.07%) CrewAI
12 5 (3.07%) FastAPI
12 5 (3.07%) REST
12 5 (3.07%) Spring Boot
Miscellaneous
1 49 (30.06%) Cloud Native
2 24 (14.72%) Clustering
3 23 (14.11%) Algorithms
3 23 (14.11%) Public Cloud
4 18 (11.04%) Video\Live Streaming
5 17 (10.43%) AI Agents
6 12 (7.36%) Product Ownership
7 9 (5.52%) Distributed Systems
8 8 (4.91%) Mobile Banking
9 6 (3.68%) Embedded Systems
9 6 (3.68%) Over-the-Top Content
10 4 (2.45%) Self-Motivation
11 3 (1.84%) Analytical Mindset
11 3 (1.84%) CUDA
11 3 (1.84%) Enterprise Software
11 3 (1.84%) Legacy Systems
11 3 (1.84%) Life Science
11 3 (1.84%) Mobile App
12 2 (1.23%) Blog
12 2 (1.23%) Data Structures
Operating Systems
1 5 (3.07%) Linux
2 1 (0.61%) Android
2 1 (0.61%) Apple iOS
Processes & Methodologies
1 157 (96.32%) Machine Learning
2 120 (73.62%) AI
3 106 (65.03%) Data Science
4 81 (49.69%) Generative AI
5 75 (46.01%) Software Engineering
6 64 (39.26%) Mentoring
7 60 (36.81%) Deep Learning
8 58 (35.58%) LLM
8 58 (35.58%) MLOps
9 56 (34.36%) Retrieval-Augmented Generation
9 56 (34.36%) Roadmaps
10 52 (31.90%) Statistics
10 52 (31.90%) Use Case
11 51 (31.29%) Data Pipeline
12 47 (28.83%) Actionable Insight
12 47 (28.83%) Prompt Engineering
13 41 (25.15%) CI/CD
14 39 (23.93%) Analytics
15 38 (23.31%) Data Engineering
16 36 (22.09%) Feature Engineering
Programming Languages
1 149 (91.41%) Python
2 61 (37.42%) SQL
3 16 (9.82%) Java
4 13 (7.98%) C++
5 4 (2.45%) C
6 3 (1.84%) JavaScript
7 2 (1.23%) R
8 1 (0.61%) Data Analysis Expressions
8 1 (0.61%) Scala
8 1 (0.61%) T-SQL
Qualifications
1 30 (18.40%) Degree
2 16 (9.82%) Security Cleared
3 13 (7.98%) PhD
4 7 (4.29%) Computer Science Degree
4 7 (4.29%) DV Cleared
5 5 (3.07%) Master's Degree
6 4 (2.45%) BPSS Clearance
7 3 (1.84%) Postgraduate
7 3 (1.84%) SC Cleared
8 1 (0.61%) AWS Certification
8 1 (0.61%) AWS Certified Solutions Architect
8 1 (0.61%) Azure Certification
8 1 (0.61%) Microsoft Certification
8 1 (0.61%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (14.11%) California Consumer Privacy Act
1 23 (14.11%) GDPR
2 3 (1.84%) Accessibility
3 1 (0.61%) Data Quality
System Software
1 20 (12.27%) Docker
2 2 (1.23%) Firmware
Systems Management
1 16 (9.82%) Kubernetes
2 10 (6.13%) Kubeflow
3 2 (1.23%) Ansible
3 2 (1.23%) Argo
4 1 (0.61%) Terraform
Vendors
1 33 (20.25%) Databricks
2 23 (14.11%) Cloudera
2 23 (14.11%) Dell
3 15 (9.20%) OpenAI
4 14 (8.59%) Google
5 7 (4.29%) Microsoft
6 2 (1.23%) Foundry
6 2 (1.23%) Perforce
7 1 (0.61%) Cognizant
7 1 (0.61%) Dataiku
7 1 (0.61%) DataRobot