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 31 March 2026, with comparisons to the same periods in the previous two years.

6 months to
31 Mar 2026
Same period 2025 Same period 2024
Rank 506 500 655
Rank change year-on-year -6 +155 +128
Permanent jobs citing TensorFlow 154 111 150
As % of all permanent jobs in England 0.22% 0.30% 0.19%
As % of the Libraries, Frameworks & Software Standards category 2.12% 1.40% 0.91%
Number of salaries quoted 58 68 100
10th Percentile £45,000 £45,000 £47,500
25th Percentile £52,500 £62,000 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -9.68%
75th Percentile £95,938 £100,000 £88,750
90th Percentile £115,000 £121,250 £137,500
UK median annual salary £75,000 £80,000 £70,000
% change year-on-year -6.25% +14.29% -9.68%

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 7,280 7,937 16,544
As % of all permanent jobs advertised in England 10.39% 21.68% 21.18%
Number of salaries quoted 5,540 5,962 13,887
10th Percentile £37,200 £40,000 £36,250
25th Percentile £50,000 £51,250 £46,250
Median annual salary (50th Percentile) £65,000 £66,318 £60,000
Median % change year-on-year -1.99% +10.53% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £102,500 £112,500 £100,000
UK median annual salary £65,000 £66,200 £60,000
% change year-on-year -1.81% +10.33% -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 31 March 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 31 March 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 +20 99 £85,000 -10.53% 52
East of England -19 23 £42,500 -33.59% 4
North of England -62 10 £65,000 -18.75% 4
North West -19 9 £65,000 -21.33% 3
Midlands -21 8 £55,000 -24.14% 3
South East -29 6 £67,500 -3.57% 20
South West -41 6 £60,000 +33.33% 11
West Midlands - 5 £52,500 - 2
East Midlands -44 3 £70,000 -3.45% 1
Yorkshire -50 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 32 (20.78%) Apache Airflow
1 32 (20.78%) Apache Spark
2 16 (10.39%) Appian
Applications
1 4 (2.60%) Chatbot
Business Applications
1 1 (0.65%) NetSuite
1 1 (0.65%) Odoo
Cloud Services
1 82 (53.25%) Azure
2 60 (38.96%) AWS
3 50 (32.47%) GCP
4 30 (19.48%) Power Platform
5 26 (16.88%) Snowflake
6 23 (14.94%) Azure Synapse Analytics
6 23 (14.94%) dbt
7 18 (11.69%) Azure AI
8 17 (11.04%) Azure Machine Learning
9 14 (9.09%) Anthropic Claude
10 12 (7.79%) Azure Data Factory
10 12 (7.79%) Power Automate
11 8 (5.19%) H2O.ai
11 8 (5.19%) OpenShift
11 8 (5.19%) Prefect
12 7 (4.55%) GitHub
13 6 (3.90%) GitHub Actions
14 5 (3.25%) Azure DevOps
14 5 (3.25%) Serverless
14 5 (3.25%) Slack
Communications & Networking
1 16 (10.39%) Broadband
2 2 (1.30%) InfiniBand
Database & Business Intelligence
1 31 (20.13%) Data Lake
2 27 (17.53%) Data Warehouse
2 27 (17.53%) Tableau
3 24 (15.58%) Amazon Redshift
3 24 (15.58%) Power BI
4 23 (14.94%) BigQuery
4 23 (14.94%) Elasticsearch
4 23 (14.94%) Looker
4 23 (14.94%) Snowflake Schema
5 19 (12.34%) Pinecone
6 16 (10.39%) Metadata
7 12 (7.79%) SQL Server
8 7 (4.55%) Weaviate
9 6 (3.90%) Big Data
9 6 (3.90%) Hadoop
10 5 (3.25%) MySQL
11 3 (1.95%) NoSQL
12 1 (0.65%) MongoDB
12 1 (0.65%) PostgreSQL
Development Applications
1 55 (35.71%) MLflow
2 9 (5.84%) Git
3 1 (0.65%) GitLab
3 1 (0.65%) Jenkins
General
1 52 (33.77%) Analytical Skills
2 48 (31.17%) Social Skills
3 39 (25.32%) Finance
4 15 (9.74%) Manufacturing
5 12 (7.79%) Marketing
6 10 (6.49%) Inclusion and Diversity
7 6 (3.90%) Public Sector
8 4 (2.60%) Banking
8 4 (2.60%) Legal
9 3 (1.95%) Electronics
9 3 (1.95%) Law
9 3 (1.95%) Telecoms
10 2 (1.30%) Advertising
10 2 (1.30%) Financial Institution
10 2 (1.30%) Organisational Skills
11 1 (0.65%) Back Office
11 1 (0.65%) Digital Economy
11 1 (0.65%) Games
11 1 (0.65%) Health Technology
11 1 (0.65%) Investment Banking
Job Titles
1 36 (23.38%) Senior
2 29 (18.83%) Lead
3 23 (14.94%) Senior Systems Engineer
3 23 (14.94%) Systems Engineer
4 17 (11.04%) Artificial Intelligence Engineer
5 16 (10.39%) Data Scientist
6 15 (9.74%) Consultant
7 12 (7.79%) Automation Engineer
8 11 (7.14%) Data Engineer
9 8 (5.19%) Developer
10 7 (4.55%) Data Consultant
10 7 (4.55%) Senior Data Scientist
11 6 (3.90%) Architect
11 6 (3.90%) Data Science Engineer
12 5 (3.25%) Artificial Intelligence Architect
12 5 (3.25%) Lead Data Engineer
12 5 (3.25%) Machine Learning Consultant
12 5 (3.25%) Machine Learning Engineer
13 4 (2.60%) Artificial Intelligence Consultant
13 4 (2.60%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 143 (92.86%) PyTorch
2 69 (44.81%) scikit-learn
3 45 (29.22%) LangChain
4 32 (20.78%) Pandas
5 26 (16.88%) LlamaIndex
6 25 (16.23%) Kafka
7 23 (14.94%) pgvector
8 22 (14.29%) Hugging Face
9 21 (13.64%) NumPy
10 17 (11.04%) Django
10 17 (11.04%) FastAPI
11 16 (10.39%) REST
12 15 (9.74%) Faiss
12 15 (9.74%) Google JAX
12 15 (9.74%) JAX
12 15 (9.74%) Keras
13 14 (9.09%) Flask
13 14 (9.09%) RESTful
14 12 (7.79%) pytest
14 12 (7.79%) Swagger
Miscellaneous
1 30 (19.48%) Algorithms
1 30 (19.48%) Cloud Native
2 23 (14.94%) Clustering
2 23 (14.94%) Public Cloud
3 16 (10.39%) Low-Code
4 13 (8.44%) Video\Live Streaming
5 12 (7.79%) Legacy Systems
6 11 (7.14%) AI Agents
6 11 (7.14%) CUDA
7 9 (5.84%) Distributed Systems
8 8 (5.19%) Data Centre
8 8 (5.19%) Management Information System
9 5 (3.25%) Life Science
9 5 (3.25%) Over-the-Top Content
10 4 (2.60%) Cyber Threat
10 4 (2.60%) Enterprise Software
10 4 (2.60%) Hackathon
11 3 (1.95%) Data Structures
11 3 (1.95%) Robotics
12 2 (1.30%) 3D Graphics
Operating Systems
1 6 (3.90%) Linux
2 2 (1.30%) Robot Operating System
3 1 (0.65%) Windows
Processes & Methodologies
1 140 (90.91%) AI
1 140 (90.91%) Machine Learning
2 87 (56.49%) Generative AI
3 86 (55.84%) Data Science
4 68 (44.16%) Retrieval-Augmented Generation
5 66 (42.86%) Analytics
6 61 (39.61%) Data Engineering
6 61 (39.61%) Data Pipeline
7 60 (38.96%) LLM
8 50 (32.47%) CI/CD
8 50 (32.47%) MLOps
8 50 (32.47%) Prompt Engineering
9 44 (28.57%) Data Governance
9 44 (28.57%) Feature Engineering
10 43 (27.92%) Data Modelling
11 42 (27.27%) Computer Science
12 40 (25.97%) ETL
13 36 (23.38%) Use Case
14 35 (22.73%) Problem-Solving
15 33 (21.43%) Stakeholder Management
Programming Languages
1 136 (88.31%) Python
2 53 (34.42%) SQL
3 10 (6.49%) R
4 9 (5.84%) JavaScript
5 7 (4.55%) Java
6 6 (3.90%) Go
7 5 (3.25%) PHP
7 5 (3.25%) TypeScript
8 4 (2.60%) C++
8 4 (2.60%) PowerShell
9 2 (1.30%) Bash
10 1 (0.65%) C
10 1 (0.65%) MATLAB
Qualifications
1 48 (31.17%) Degree
2 21 (13.64%) Master's Degree
3 16 (10.39%) PhD
3 16 (10.39%) Security Cleared
4 13 (8.44%) Computer Science Degree
5 10 (6.49%) SC Cleared
6 5 (3.25%) DV Cleared
7 4 (2.60%) Microsoft Certification
7 4 (2.60%) Numerate Degree
8 3 (1.95%) Azure Certification
8 3 (1.95%) Postgraduate
9 2 (1.30%) CESG Certified Professional
9 2 (1.30%) CISSP
9 2 (1.30%) DBS Check
9 2 (1.30%) Microsoft Certified Professional
9 2 (1.30%) OSCP
10 1 (0.65%) AWS Certification
Quality Assurance & Compliance
1 24 (15.58%) Data Quality
1 24 (15.58%) GDPR
2 23 (14.94%) California Consumer Privacy Act
3 4 (2.60%) SLA
4 3 (1.95%) NIST
5 2 (1.30%) Def Stans
5 2 (1.30%) JSP 440
5 2 (1.30%) NCSC
5 2 (1.30%) NIST 800
6 1 (0.65%) EU AI Act
6 1 (0.65%) ISO 13485
6 1 (0.65%) ISO/IEC 27001
System Software
1 43 (27.92%) Docker
2 2 (1.30%) GPFS
2 2 (1.30%) Lustre
2 2 (1.30%) Slurm Workload Manager
Systems Management
1 35 (22.73%) Kubernetes
2 8 (5.19%) Kubeflow
2 8 (5.19%) Terraform
3 6 (3.90%) Ansible
4 2 (1.30%) SELinux
5 1 (0.65%) Argo
5 1 (0.65%) Grafana
5 1 (0.65%) Prometheus
Vendors
1 50 (32.47%) Databricks
2 32 (20.78%) Dell
3 30 (19.48%) OpenAI
4 23 (14.94%) Cloudera
5 15 (9.74%) Microsoft
6 12 (7.79%) Automation Anywhere
6 12 (7.79%) UiPath
7 10 (6.49%) NVIDIA
8 5 (3.25%) Foundry
9 4 (2.60%) CrowdStrike
9 4 (2.60%) Fortinet
9 4 (2.60%) Palo Alto
9 4 (2.60%) SAP
10 2 (1.30%) Google
10 2 (1.30%) Splunk
11 1 (0.65%) Dataiku
11 1 (0.65%) DataRobot
11 1 (0.65%) IBM
11 1 (0.65%) Intel