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

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 528 512 657
Rank change year-on-year -16 +145 +129
Permanent jobs citing TensorFlow 149 101 157
As % of all permanent jobs in England 0.19% 0.27% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.92% 1.30% 0.93%
Number of salaries quoted 52 63 99
10th Percentile £45,000 £45,000 £52,000
25th Percentile £52,500 £62,000 £55,000
Median annual salary (50th Percentile) £75,000 £85,000 £70,000
Median % change year-on-year -11.76% +21.43% -11.11%
75th Percentile £92,188 £101,250 £91,875
90th Percentile £109,500 £121,250 £137,500
UK median annual salary £75,000 £80,000 £70,000
% change year-on-year -6.25% +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 7,751 7,789 16,809
As % of all permanent jobs advertised in England 9.95% 20.85% 20.42%
Number of salaries quoted 5,865 5,913 14,024
10th Percentile £37,500 £40,000 £36,250
25th Percentile £50,000 £51,250 £46,000
Median annual salary (50th Percentile) £65,000 £66,274 £60,000
Median % change year-on-year -1.92% +10.46% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £112,500 £100,000
UK median annual salary £65,000 £66,100 £60,000
% change year-on-year -1.66% +10.17% -11.11%

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 21 April 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 21 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +32 96 £85,000 -10.53% 74
East of England -25 23 £66,250 +3.52% 19
Midlands -25 8 £55,000 -24.14% 4
North of England -67 8 £65,000 -21.21% 4
North West -32 7 £65,000 -23.76% 3
South East -44 7 £50,000 -33.33% 28
South West -59 5 £60,000 +33.33% 15
West Midlands - 5 £52,500 - 3
East Midlands -54 3 £70,000 -3.45% 1
Yorkshire -63 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 33 (22.15%) Apache Airflow
2 31 (20.81%) Apache Spark
3 16 (10.74%) Appian
Applications
1 6 (4.03%) Chatbot
2 1 (0.67%) Trello
Business Applications
1 1 (0.67%) NetSuite
1 1 (0.67%) Odoo
Cloud Services
1 81 (54.36%) Azure
2 58 (38.93%) AWS
3 48 (32.21%) GCP
4 30 (20.13%) Power Platform
5 26 (17.45%) Snowflake
6 23 (15.44%) Azure Synapse Analytics
6 23 (15.44%) dbt
7 19 (12.75%) Azure AI
8 17 (11.41%) Anthropic Claude
8 17 (11.41%) Azure Machine Learning
9 13 (8.72%) Azure Data Factory
10 12 (8.05%) Power Automate
11 10 (6.71%) OpenShift
12 9 (6.04%) Prefect
13 8 (5.37%) H2O.ai
14 7 (4.70%) Azure DevOps
14 7 (4.70%) GitHub
15 6 (4.03%) GitHub Actions
15 6 (4.03%) Serverless
16 5 (3.36%) Slack
Communications & Networking
1 15 (10.07%) Broadband
2 2 (1.34%) InfiniBand
Database & Business Intelligence
1 31 (20.81%) Data Lake
2 27 (18.12%) Data Warehouse
2 27 (18.12%) Tableau
3 24 (16.11%) Amazon Redshift
3 24 (16.11%) Power BI
4 23 (15.44%) BigQuery
4 23 (15.44%) Elasticsearch
4 23 (15.44%) Looker
4 23 (15.44%) Snowflake Schema
5 22 (14.77%) Pinecone
6 16 (10.74%) Metadata
7 12 (8.05%) SQL Server
8 8 (5.37%) Weaviate
9 6 (4.03%) Big Data
9 6 (4.03%) Hadoop
10 5 (3.36%) MySQL
11 3 (2.01%) MongoDB
12 2 (1.34%) Neo4j
12 2 (1.34%) NoSQL
13 1 (0.67%) PostgreSQL
Development Applications
1 55 (36.91%) MLflow
2 12 (8.05%) Git
3 3 (2.01%) GitLab
3 3 (2.01%) Jenkins
4 1 (0.67%) JIRA
General
1 51 (34.23%) Analytical Skills
2 41 (27.52%) Social Skills
3 31 (20.81%) Finance
4 12 (8.05%) Manufacturing
5 10 (6.71%) Inclusion and Diversity
6 8 (5.37%) Marketing
7 3 (2.01%) Law
7 3 (2.01%) Legal
7 3 (2.01%) Public Sector
8 2 (1.34%) Advertising
8 2 (1.34%) Financial Institution
8 2 (1.34%) Organisational Skills
9 1 (0.67%) Automotive
9 1 (0.67%) Back Office
9 1 (0.67%) Banking
9 1 (0.67%) Digital Economy
9 1 (0.67%) Investment Banking
Job Titles
1 39 (26.17%) Senior
2 27 (18.12%) Lead
3 23 (15.44%) Senior Systems Engineer
3 23 (15.44%) Systems Engineer
4 18 (12.08%) Artificial Intelligence Engineer
5 14 (9.40%) Consultant
5 14 (9.40%) Data Scientist
6 12 (8.05%) Automation Engineer
7 11 (7.38%) Data Engineer
8 8 (5.37%) Developer
9 7 (4.70%) Architect
9 7 (4.70%) Senior Data Scientist
10 6 (4.03%) Artificial Intelligence Architect
10 6 (4.03%) Data Consultant
10 6 (4.03%) Data Science Engineer
11 5 (3.36%) Lead Data Engineer
11 5 (3.36%) Machine Learning Engineer
11 5 (3.36%) Python Developer
12 4 (2.68%) Artificial Intelligence Consultant
12 4 (2.68%) Machine Learning Consultant
Libraries, Frameworks & Software Standards
1 139 (93.29%) PyTorch
2 67 (44.97%) scikit-learn
3 48 (32.21%) LangChain
4 35 (23.49%) Pandas
5 29 (19.46%) LlamaIndex
6 25 (16.78%) pgvector
7 24 (16.11%) Kafka
7 24 (16.11%) NumPy
8 23 (15.44%) Hugging Face
9 19 (12.75%) FastAPI
10 17 (11.41%) Django
11 16 (10.74%) Faiss
11 16 (10.74%) Google JAX
11 16 (10.74%) JAX
11 16 (10.74%) REST
12 14 (9.40%) Flask
12 14 (9.40%) RESTful
13 13 (8.72%) Keras
14 12 (8.05%) pytest
14 12 (8.05%) Swagger
Miscellaneous
1 32 (21.48%) Cloud Native
2 28 (18.79%) Algorithms
3 23 (15.44%) Clustering
3 23 (15.44%) Public Cloud
4 16 (10.74%) Low-Code
5 15 (10.07%) AI Agents
6 13 (8.72%) Video\Live Streaming
7 12 (8.05%) Legacy Systems
8 11 (7.38%) CUDA
9 8 (5.37%) Data Centre
9 8 (5.37%) Distributed Systems
9 8 (5.37%) Management Information System
10 6 (4.03%) Enterprise Software
11 5 (3.36%) Life Science
11 5 (3.36%) Over-the-Top Content
12 4 (2.68%) Cyber Threat
12 4 (2.68%) Hackathon
13 3 (2.01%) Robotics
14 2 (1.34%) Data Structures
14 2 (1.34%) Embedded Systems
Operating Systems
1 7 (4.70%) Linux
2 2 (1.34%) Robot Operating System
3 1 (0.67%) Windows
Processes & Methodologies
1 137 (91.95%) Machine Learning
2 135 (90.60%) AI
3 85 (57.05%) Generative AI
4 82 (55.03%) Data Science
5 72 (48.32%) Retrieval-Augmented Generation
6 66 (44.30%) Analytics
7 63 (42.28%) Data Engineering
8 62 (41.61%) Data Pipeline
9 60 (40.27%) LLM
10 54 (36.24%) Prompt Engineering
11 52 (34.90%) CI/CD
11 52 (34.90%) MLOps
12 44 (29.53%) Feature Engineering
13 42 (28.19%) Data Governance
13 42 (28.19%) Data Modelling
14 40 (26.85%) ETL
15 39 (26.17%) Computer Science
16 38 (25.50%) Use Case
17 36 (24.16%) Problem-Solving
18 33 (22.15%) Deep Learning
Programming Languages
1 134 (89.93%) Python
2 50 (33.56%) SQL
3 9 (6.04%) JavaScript
3 9 (6.04%) R
4 6 (4.03%) Go
4 6 (4.03%) Java
5 5 (3.36%) PHP
5 5 (3.36%) TypeScript
6 4 (2.68%) PowerShell
7 3 (2.01%) C++
8 2 (1.34%) Bash
Qualifications
1 46 (30.87%) Degree
2 19 (12.75%) Master's Degree
3 15 (10.07%) Security Cleared
4 13 (8.72%) PhD
5 12 (8.05%) Computer Science Degree
6 9 (6.04%) SC Cleared
7 5 (3.36%) Microsoft Certification
8 4 (2.68%) Azure Certification
8 4 (2.68%) DV Cleared
8 4 (2.68%) Numerate Degree
9 3 (2.01%) Postgraduate
10 2 (1.34%) CESG Certified Professional
10 2 (1.34%) CISSP
10 2 (1.34%) Microsoft Certified Professional
10 2 (1.34%) OSCP
11 1 (0.67%) AWS Certification
Quality Assurance & Compliance
1 24 (16.11%) Data Quality
2 23 (15.44%) California Consumer Privacy Act
2 23 (15.44%) GDPR
3 4 (2.68%) SLA
4 3 (2.01%) NIST
5 2 (1.34%) Def Stans
5 2 (1.34%) JSP 440
5 2 (1.34%) NCSC
5 2 (1.34%) NIST 800
6 1 (0.67%) EU AI Act
System Software
1 43 (28.86%) Docker
2 2 (1.34%) GPFS
2 2 (1.34%) Lustre
2 2 (1.34%) Slurm Workload Manager
Systems Management
1 36 (24.16%) Kubernetes
2 8 (5.37%) Kubeflow
2 8 (5.37%) Terraform
3 6 (4.03%) Ansible
4 3 (2.01%) Argo
5 2 (1.34%) SELinux
6 1 (0.67%) Grafana
6 1 (0.67%) Prometheus
Vendors
1 50 (33.56%) Databricks
2 34 (22.82%) OpenAI
3 32 (21.48%) Dell
4 23 (15.44%) Cloudera
5 15 (10.07%) Microsoft
6 12 (8.05%) Automation Anywhere
6 12 (8.05%) UiPath
7 10 (6.71%) NVIDIA
8 6 (4.03%) Foundry
9 5 (3.36%) Google
10 4 (2.68%) CrowdStrike
10 4 (2.68%) Fortinet
10 4 (2.68%) Palo Alto
11 2 (1.34%) Splunk
12 1 (0.67%) Cognizant
12 1 (0.67%) Dataiku
12 1 (0.67%) DataRobot
12 1 (0.67%) IBM
12 1 (0.67%) Intel
12 1 (0.67%) SAP