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

6 months to
7 Apr 2026
Same period 2025 Same period 2024
Rank 511 496 658
Rank change year-on-year -15 +162 +165
Permanent jobs citing TensorFlow 156 110 155
As % of all permanent jobs in England 0.21% 0.30% 0.20%
As % of the Libraries, Frameworks & Software Standards category 2.07% 1.40% 0.93%
Number of salaries quoted 60 67 99
10th Percentile £45,000 £45,000 £49,500
25th Percentile £52,500 £62,250 £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 £95,313 £100,000 £90,000
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% -8.20%

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 7,521 7,877 16,621
As % of all permanent jobs advertised in England 10.28% 21.48% 20.98%
Number of salaries quoted 5,719 5,974 13,922
10th Percentile £37,500 £40,000 £36,250
25th Percentile £50,000 £51,250 £46,250
Median annual salary (50th Percentile) £65,000 £66,350 £60,000
Median % change year-on-year -2.03% +10.58% -12.41%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £112,500 £100,000
UK median annual salary £65,000 £66,212 £60,000
% change year-on-year -1.83% +10.35% -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 7 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 7 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 +40 100 £85,000 -10.53% 52
East of England -17 23 £42,500 -33.59% 4
North of England -65 10 £65,000 -21.21% 4
North West -30 9 £65,000 -23.76% 3
Midlands -31 8 £55,000 -24.14% 3
South East -40 7 £50,000 -28.57% 20
South West -50 6 £60,000 +33.33% 11
West Midlands - 5 £52,500 - 2
East Midlands -46 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 (21.15%) Apache Airflow
2 31 (19.87%) Apache Spark
3 16 (10.26%) Appian
Applications
1 5 (3.21%) Chatbot
Business Applications
1 1 (0.64%) NetSuite
1 1 (0.64%) Odoo
Cloud Services
1 84 (53.85%) Azure
2 61 (39.10%) AWS
3 51 (32.69%) GCP
4 30 (19.23%) Power Platform
5 26 (16.67%) Snowflake
6 23 (14.74%) Azure Synapse Analytics
6 23 (14.74%) dbt
7 18 (11.54%) Azure AI
8 17 (10.90%) Azure Machine Learning
9 16 (10.26%) Anthropic Claude
10 12 (7.69%) Azure Data Factory
10 12 (7.69%) Power Automate
11 9 (5.77%) OpenShift
11 9 (5.77%) Prefect
12 8 (5.13%) H2O.ai
13 7 (4.49%) GitHub
14 6 (3.85%) Azure DevOps
14 6 (3.85%) GitHub Actions
15 5 (3.21%) Serverless
15 5 (3.21%) Slack
Communications & Networking
1 16 (10.26%) Broadband
2 2 (1.28%) InfiniBand
Database & Business Intelligence
1 31 (19.87%) Data Lake
2 27 (17.31%) Data Warehouse
2 27 (17.31%) Tableau
3 24 (15.38%) Amazon Redshift
3 24 (15.38%) Power BI
4 23 (14.74%) BigQuery
4 23 (14.74%) Elasticsearch
4 23 (14.74%) Looker
4 23 (14.74%) Snowflake Schema
5 21 (13.46%) Pinecone
6 16 (10.26%) Metadata
7 12 (7.69%) SQL Server
8 8 (5.13%) Weaviate
9 6 (3.85%) Big Data
9 6 (3.85%) Hadoop
10 5 (3.21%) MySQL
11 3 (1.92%) NoSQL
12 2 (1.28%) MongoDB
13 1 (0.64%) Neo4j
13 1 (0.64%) PostgreSQL
Development Applications
1 55 (35.26%) MLflow
2 10 (6.41%) Git
3 2 (1.28%) GitLab
3 2 (1.28%) Jenkins
General
1 52 (33.33%) Analytical Skills
2 48 (30.77%) Social Skills
3 39 (25.00%) Finance
4 15 (9.62%) Manufacturing
5 12 (7.69%) Marketing
6 10 (6.41%) Inclusion and Diversity
7 6 (3.85%) Public Sector
8 4 (2.56%) Banking
8 4 (2.56%) Legal
9 3 (1.92%) Electronics
9 3 (1.92%) Law
9 3 (1.92%) Telecoms
10 2 (1.28%) Advertising
10 2 (1.28%) Financial Institution
10 2 (1.28%) Organisational Skills
11 1 (0.64%) Back Office
11 1 (0.64%) Digital Economy
11 1 (0.64%) Games
11 1 (0.64%) Health Technology
11 1 (0.64%) Investment Banking
Job Titles
1 36 (23.08%) Senior
2 30 (19.23%) Lead
3 23 (14.74%) Senior Systems Engineer
3 23 (14.74%) Systems Engineer
4 17 (10.90%) Artificial Intelligence Engineer
5 16 (10.26%) Data Scientist
6 15 (9.62%) Consultant
7 12 (7.69%) Automation Engineer
8 11 (7.05%) Data Engineer
9 9 (5.77%) Developer
10 7 (4.49%) Architect
10 7 (4.49%) Data Consultant
10 7 (4.49%) Senior Data Scientist
11 6 (3.85%) Artificial Intelligence Architect
11 6 (3.85%) Data Science Engineer
12 5 (3.21%) Lead Data Engineer
12 5 (3.21%) Machine Learning Consultant
12 5 (3.21%) Machine Learning Engineer
12 5 (3.21%) Python Developer
13 4 (2.56%) Senior Consultant
Libraries, Frameworks & Software Standards
1 145 (92.95%) PyTorch
2 70 (44.87%) scikit-learn
3 47 (30.13%) LangChain
4 34 (21.79%) Pandas
5 28 (17.95%) LlamaIndex
6 25 (16.03%) Kafka
7 24 (15.38%) pgvector
8 23 (14.74%) Hugging Face
8 23 (14.74%) NumPy
9 18 (11.54%) FastAPI
10 17 (10.90%) Django
11 16 (10.26%) Faiss
11 16 (10.26%) Google JAX
11 16 (10.26%) JAX
11 16 (10.26%) REST
12 15 (9.62%) Keras
13 14 (8.97%) Flask
13 14 (8.97%) RESTful
14 12 (7.69%) pytest
14 12 (7.69%) Swagger
Miscellaneous
1 31 (19.87%) Algorithms
1 31 (19.87%) Cloud Native
2 23 (14.74%) Clustering
2 23 (14.74%) Public Cloud
3 16 (10.26%) Low-Code
4 13 (8.33%) Video\Live Streaming
5 12 (7.69%) AI Agents
5 12 (7.69%) Legacy Systems
6 11 (7.05%) CUDA
7 8 (5.13%) Data Centre
7 8 (5.13%) Distributed Systems
7 8 (5.13%) Management Information System
8 5 (3.21%) Enterprise Software
8 5 (3.21%) Life Science
8 5 (3.21%) Over-the-Top Content
9 4 (2.56%) Cyber Threat
9 4 (2.56%) Hackathon
10 3 (1.92%) Data Structures
10 3 (1.92%) Robotics
11 2 (1.28%) 3D Graphics
Operating Systems
1 7 (4.49%) Linux
2 2 (1.28%) Robot Operating System
3 1 (0.64%) Windows
Processes & Methodologies
1 141 (90.38%) AI
1 141 (90.38%) Machine Learning
2 88 (56.41%) Generative AI
3 87 (55.77%) Data Science
4 70 (44.87%) Retrieval-Augmented Generation
5 66 (42.31%) Analytics
6 62 (39.74%) Data Engineering
6 62 (39.74%) Data Pipeline
7 61 (39.10%) LLM
8 52 (33.33%) MLOps
8 52 (33.33%) Prompt Engineering
9 51 (32.69%) CI/CD
10 44 (28.21%) Data Governance
10 44 (28.21%) Feature Engineering
11 43 (27.56%) Data Modelling
12 41 (26.28%) Computer Science
13 40 (25.64%) ETL
14 37 (23.72%) Use Case
15 36 (23.08%) Problem-Solving
16 34 (21.79%) Stakeholder Management
Programming Languages
1 138 (88.46%) Python
2 53 (33.97%) SQL
3 10 (6.41%) R
4 9 (5.77%) JavaScript
5 7 (4.49%) Java
6 6 (3.85%) Go
7 5 (3.21%) PHP
7 5 (3.21%) TypeScript
8 4 (2.56%) C++
8 4 (2.56%) PowerShell
9 2 (1.28%) Bash
10 1 (0.64%) C
10 1 (0.64%) MATLAB
Qualifications
1 48 (30.77%) Degree
2 20 (12.82%) Master's Degree
3 16 (10.26%) Security Cleared
4 15 (9.62%) PhD
5 13 (8.33%) Computer Science Degree
6 10 (6.41%) SC Cleared
7 5 (3.21%) DV Cleared
8 4 (2.56%) Microsoft Certification
8 4 (2.56%) Numerate Degree
9 3 (1.92%) Azure Certification
9 3 (1.92%) Postgraduate
10 2 (1.28%) CESG Certified Professional
10 2 (1.28%) CISSP
10 2 (1.28%) DBS Check
10 2 (1.28%) Microsoft Certified Professional
10 2 (1.28%) OSCP
11 1 (0.64%) AWS Certification
Quality Assurance & Compliance
1 24 (15.38%) Data Quality
1 24 (15.38%) GDPR
2 23 (14.74%) California Consumer Privacy Act
3 4 (2.56%) SLA
4 3 (1.92%) NIST
5 2 (1.28%) Def Stans
5 2 (1.28%) JSP 440
5 2 (1.28%) NCSC
5 2 (1.28%) NIST 800
6 1 (0.64%) EU AI Act
6 1 (0.64%) ISO 13485
6 1 (0.64%) ISO/IEC 27001
System Software
1 44 (28.21%) Docker
2 2 (1.28%) GPFS
2 2 (1.28%) Lustre
2 2 (1.28%) Slurm Workload Manager
Systems Management
1 36 (23.08%) Kubernetes
2 8 (5.13%) Kubeflow
2 8 (5.13%) Terraform
3 6 (3.85%) Ansible
4 2 (1.28%) Argo
4 2 (1.28%) SELinux
5 1 (0.64%) Grafana
5 1 (0.64%) Prometheus
Vendors
1 51 (32.69%) Databricks
2 32 (20.51%) Dell
2 32 (20.51%) OpenAI
3 23 (14.74%) Cloudera
4 15 (9.62%) Microsoft
5 12 (7.69%) Automation Anywhere
5 12 (7.69%) UiPath
6 10 (6.41%) NVIDIA
7 5 (3.21%) Foundry
8 4 (2.56%) CrowdStrike
8 4 (2.56%) Fortinet
8 4 (2.56%) Palo Alto
8 4 (2.56%) SAP
9 3 (1.92%) Google
10 2 (1.28%) Splunk
11 1 (0.64%) Dataiku
11 1 (0.64%) DataRobot
11 1 (0.64%) IBM
11 1 (0.64%) Intel